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Publikationen des Instituts

Autoren

Art der Publikation


2020

  • H. Kelleter, J. Zenkert
    Aktualität der Schmerzeinschätzung: Auswertungen und Implikationen.
    inQS Faktenblatt (3), Köln 2020.
    [Link]

  • A. Mallak, M. Fathi
    Sensor and Component Fault Detection and Diagnosis for Hydraulic Machinery Integrating LSTM Autoencoder Detector and Diagnostic Classifiers
    Sensors 2021, 21, 433
    [Link]

  • A. Mallak, M. Fathi
    Unsupervised Feature Selection Using Recursive k-Means Silhouette Elimination (RkSE): A Two-Scenario Case Study for Fault Classification of High-Dimensional Sensor Data
    Aug. 2020, doi: 10.20944/preprints202008.0254.v1
    [Link]

  • A. Mallak, M. Fathi
    A Hybrid Approach: Dynamic Diagnostic Rules for Sensor Systems in Industry 4.0 Generated by Online Hyperparameter Tuned Random Forest
    Sci, vol. 2, no. 3, Art. no. 3, Sep. 2020, doi: 10.3390/sci2030061
    [Link]

  • M. Dornhöfer, S. Sack, J. Zenkert, M. Fathi
    Simulation of Smart Factory Processes Applying Multi-Agent-Systems—A Knowledge Management Perspective.
    J. Manuf. Mater. Process. 2020, 4, 89. DOI: https://doi.org/10.3390/jmmp4030089
    [Link] [Scholar]
    [BibTex]
    @article{dornhofer2020simulation,
    title={Simulation of Smart Factory Processes Applying Multi-Agent-Systems—A Knowledge Management
    Perspective},
    author={Dornh{\"o}fer, Mareike and Sack, Simon and Zenkert, Johannes and Fathi, Madjid},
    journal={Journal of Manufacturing and Materials Processing},
    volume={4},
    number={3},
    pages={89},
    year={2020},
    publisher={Multidisciplinary Digital Publishing Institute}
    }


  • H. Fathi, H. Abu Rasheed, M. Fathi, M. Lohrey
    To Which Extent Can We Use Augmented Reality in Math Learning? A Survey on the Potentials and Limitations of Utilizing AR in High-School Math Lectures in Iran
    In 12th International Conference on Education and New Learning Technologies (EDULEARN20), 6-7 July, 2020. DOI: https://doi.org/10.21125/edulearn.2020.1366
    [Link]
    [BibTex]
    @InProceedings{FATHI2020TOW,
    author = {Fathi, H. and Abu Rasheed, H. and Fathi, M. and Lohrey, M.},
    title = {TO WHICH EXTENT CAN WE USE AUGMENTED REALITY IN MATH LEARNING? A SURVEY ON THE POTENTIALS AND LIMITATIONS OF UTILIZING AR IN HIGH-SCHOOL MATH LECTURES IN IRAN},
    series = {12th International Conference on Education and New Learning Technologies},
    booktitle = {EDULEARN20 Proceedings},
    isbn = {978-84-09-17979-4},
    issn = {2340-1117},
    doi = {10.21125/edulearn.2020.1366},
    url = {http://dx.doi.org/10.21125/edulearn.2020.1366},
    publisher = {IATED},
    location = {Online Conference},
    month = {6-7 July, 2020},
    year = {2020},
    pages = {5213-5222}}


  • S. Tomar, H. Abu Rasheed, M. Fathi
    Educational Multimodal Data Mining and Fusion through Knowledge Graphs for Topic-Relation Extraction in Study Recommendations
    In 12th International Conference on Education and New Learning Technologies (EDULEARN20), 6-7 July, 2020. DOI: https://doi.org/10.21125/edulearn.2020.1020
    [Link]
    [BibTex]
    @InProceedings{TOMAR2020EDU,
    author = {Tomar, S. and Abu Rasheed, H. and Fathi, M.},
    title = {EDUCATIONAL MULTIMODAL DATA MINING AND FUSION THROUGH KNOWLEDGE GRAPHS FOR TOPIC-RELATION EXTRACTION IN STUDY RECOMMENDATIONS},
    series = {12th International Conference on Education and New Learning Technologies},
    booktitle = {EDULEARN20 Proceedings},
    isbn = {978-84-09-17979-4},
    issn = {2340-1117},
    doi = {10.21125/edulearn.2020.1020},
    url = {http://dx.doi.org/10.21125/edulearn.2020.1020},
    publisher = {IATED},
    location = {Online Conference},
    month = {6-7 July, 2020},
    year = {2020},
    pages = {3696-3705}}


  • H. Kelleter, J. Zenkert, M. Zirves
    Erhaltene Selbständigkeit bei der Gestaltung des Alltagslebens und sozialer Kontakte. Auswertungen und Implikationen.
    inQS Faktenblatt (2), Köln 2020.
    [Link]

  • H. Kelleter, J. Zenkert
    Dekubitusentstehung: Auswertungen und Implikationen.
    inQS Faktenblatt (1), Köln 2020.
    [Link]

  • J. Zenkert, M. Dornhöfer, S. Nasiri, M. Fathi
    Mobile Endgeräte und Applikationen in der Pflege - Wie Digitalisierung den Pflegealltag verändert
    In: In: berufsbildung, Zeitschrift für Theorie-Praxis-Dialog, Ausgabe: Care Work 2.0, Heft 181, S. 28-30, Februar 2020
    [Link]

  • H. Abu Rasheed, C. Weber, J. Zenkert, P. Czerne, R. Krumm, M. Fathi
    A Text Extraction-Based Smart Knowledge Graph Composition for Integrating Lessons Learned during the Microchip Design
    In Intelligent Systems Conference (IntelliSys 2020), Amsterdam, The Netherlands. 3-4 September 2020.
    [Link]

  • H. Abu Rasheed, C. Weber, J. Zenkert, P. Czerne, R. Krumm, M. Fathi
    Enhancing Design-relevant Document Search and Visibility through Fusion of Multi-sourced Data in Knowledge Graphs
    In 20th European Advanced Process Control and Manufacturing (APC|M) Conference, Toulon, France, March 30 – April 1, 2020 (submitted, conference shifted to 2021).

  • M. Fathi, M. Dornhöfer, J. Zenkert
    Mehrdimensionales Wissensmanagement zur nachhaltigen Entscheidungsunterstützung
    in: Controlling, Jahrgang 32, Heft 1, Seite 12-19, 2020
    [Link] [Scholar]
    [BibTex]
    @article{fathi2020mehrdimensionales,
    title={Mehrdimensionales Wissensmanagement zur nachhaltigen Entscheidungsunterst{\"u}tzung},
    author={Fathi, Madjid and Dornh{\"o}fer, Mareike and Zenkert, Johannes},
    journal={Controlling},
    volume={32},
    number={1},
    pages={12--19},
    year={2020},
    publisher={Verlag Franz Vahlen}
    }


  • A. Klahold, M. Fathi
    Computer Aided Writing
    Springer Nature, 2020
    [Link]

2019

  • I. Ishaq, R. Jayousi, S. Odeh, E. Edwan, A. Shaheen, M. Elnaggar, A. Elagha, S. Salamah, C. Weber, H. Abu Rasheed, R. Kirner, M. Doolan, H. Ahmadian, R. Obermaisser, D. el Diehn, A. Khalifeh, S. Alouneh, Z. Alhalhouli, K. Alemerien, F. Gargouri, B. Bouaziz, N. A., M. Saleh
    Work in Progress – Establishing a Master Program in Cyber Physical Systems: Basic Findings and Future Perspectives
    In 2019 International Conference on Promising Electronic Technologies (ICPET), Gaza City, Palestine, pp. 4-9, 2019.
    [Link]

  • H. Abu Rasheed, J. Zenkert, C. Weber, M. Fathi
    Conversational Chatbot System for Student Support in Administrative Exam Information
    In 12th annual International Conference of Education, Research and Innovation (iCERi2019), Seville (Spain). 11th - 13th of November, 2019.
    [Link]

  • A. Klahold, M. Fathi, J. Zenkert
    ICDOI - The use of "Knowledge Discovery from Text" to analyze the inner-city distribution of interests over time
    In 5th IEEE International Smart Cities Conference (ISC2), Morocco, October 14-17 2019
    [Link]

  • M. Dornhöfer, C. Weber, J. Zenkert, M. Fathi
    A data-driven Smart City Transformation Model utilizing the Green Knowledge Management Cube
    In 5th IEEE International Smart Cities Conference (ISC2), Morocco, October 14-17 2019
    [Link] [Scholar]
    [BibTex]
    @inproceedings{dornhofer2019data,
    title={A data-driven Smart City Transformation Model utilizing the Green Knowledge Management Cube},
    author={Dornh{\"o}fer, Mareike and Weber, Christian and Zenkert, Johannes and Fathi, Madjid},
    booktitle={2019 IEEE International Smart Cities Conference (ISC2)},
    pages={691--696},
    year={2019},
    organization={IEEE}
    }


  • S. Meckel, J. Zenkert, C. Weber, R. Obermaisser, M. Fathi and R. Sadat
    Optimized Automotive Fault-Diagnosis based on Knowledge Extraction from Web Resources
    In 24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), September 2019, Accepted Version
    [Link] [Scholar]
    [BibTex]
    @inproceedings{meckel2019optimized,
    title={Optimized Automotive Fault-Diagnosis based on Knowledge Extraction from Web Resources},
    author={Meckel, Simon and Zenkert, Johannes and Weber, Christian and Obermaisser, Roman and Fathi, Madjid and Sadat, Rubaiyat},
    booktitle={2019 24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)},
    pages={1261--1264},
    year={2019},
    organization={IEEE}
    }


  • A. Mallak, A.Sonnad, M. Fathi
    SenGen: A Two-Phase Dynamic Simulation and Toolbox of An Indoor Mobile Wireless Sensor Network for Sensor Monitoring and Dataset Generation
    6th Annual Conference on Computational Science and Computational Intelligence, 2019
    [Link]

  • A. Mallak, M. Fathi
    A Dynamic Sensor Fault Detection and Identification System in IoT using MATLAB and Simulink
    MATLAB Expo 2019, Munich, Germany, July 2019

  • D. Unbehaun, M. Dornhöfer, R. Wieching, V. Wulf, M. Fathi
    Schlussbericht zum BMBF Projekt: MobiAssist - Mobilisierungs-Assistent für Patienten mit Demenz und deren Angehörige
    2015-2018 : Laufzeit des Vorhabens: 01.11.2015-31.11.2018
    [Link]

  • P. Czerner, C. Weber
    Dimension Reduction using Feature Selection for Root Cause Analysis
    In: 19th European Advanced Process Control and Manufacturing Conference (APCM), 2019

  • C. Weber, A. Grünewald, K. Hahn, P. Czerner, M. Fathi, R. Brück
    A Novel Wafer Yield Deviation Root Cause Investigation Utilizing a Least-squares Spectral Analysis
    In: 19th European Advanced Process Control and Manufacturing Conference (APCM), 2019

  • R. Brück, K. Hahn, C. Weber, M. Fathi
    Agile App-Entwicklung für Patient Empowerment mit Telemedizin
    In: Digitale Transformation im Krankenhaus, 242-251, 2019

  • N.T.M. Saeed, C. Weber, A. Mallak, M. Fathi, R. Obermaisser, K.D. Kuhnert
    ADISTES Ontology for Active Diagnosis of Sensors and Actuators in Distributed Embedded Systems
    In: 2019 IEEE International Conference on Electro Information Technology (EIT), 2019
    [Link]

  • H. Abu Rasheed, J. Zenkert, C. Weber, M. Dornhöfer, A. Klahold, M. Fathi
    Integration of Augmented Reality in Language Learning through the Concept of Imitating Mental Ability of Word Association (CIMAWA)
    In proceedings of the 3rd Annual Learning and Student Analytics Conference, Loria, France, 2019.

  • C. Weber, M. Fathi, A. Grünewald, K. Hahn, R. Brück,R. Montino, R. Krumm
    A Wafer Yield Fluctuation Analysis Model Utilizing Least-Squares Spectral Analysis
    In 2019 International Symposium on Signals, Circuits and Systems (ISSCS) (pp. 1-6), Romania, July, 2019.
    [Link] [Scholar]
    [BibTex]
    @inproceedings{weber2019wafer,
    title={A Wafer Yield Fluctuation Analysis Model Utilizing Least-Squares Spectral Analysis},
    author={Weber, Christian and Fathi, Madjid and Gr{\"u}newald, Armin and Hahn, Kai and Br{\"u}ck, Rainer and Montino, Ralf and Krumm, Roland},
    booktitle={2019 International Symposium on Signals, Circuits and Systems (ISSCS)},
    pages={1--6},
    year={2019},
    organization={IEEE}
    }


  • H. Abu Rasheed, J. Zenkert, C. Weber, M. Dornhöfer, A. Klahold, M. Fathi
    Language Learning Tool Based On Augmented Reality And The Concept For Imitating Mental Ability Of Word Association (CIMAWA)
    Edulearn, Spain, July, 2019.
    [Link]

  • N. T. M. Saeed, M. F. Kazerouni, M. Fathi, K. D. Kuhnert
    Robot Semantic Protocol (RoboSemProc) for Semantic Environment Description and Human–Robot Communication
    International Journal of Social Robotics, 1-14, August, 2019.
    [Link]

  • S. Nasiri, G. Zahedi, S. Kuntz, M. Fathi
    Knowledge representation and management based on an ontological CBR system for dementia caregiving
    Neurocomputing, 350, 181-194, July, 2019.
    [Link] [Scholar]
    [BibTex]
    @article{nasiri2019knowledge,
    title={Knowledge representation and management based on an ontological CBR system for dementia caregiving},
    author={Nasiri, Sara and Zahedi, Golnaz and Kuntz, Simone and Fathi, Madjid},
    journal={Neurocomputing},
    volume={350},
    pages={181--194},
    year={2019},
    publisher={Elsevier}
    }


  • N. T. M. Saeed, C. Weber, M. Fathi, K. D. Kuhnert
    An Efficient Alternative for Modeling Spatial Prepositions with RDF Helper Nodes Based on the Environment Perception of a Mobile Robot
    In 2019 IEEE 28th International Symposium on Industrial Electronics (ISIE) (pp. 1138-1143), Canada, June, 2019.
    [Link]

  • J. Zenkert, M. Dornhöfer
    Mobile Endgeräte, Digitale Assistenten, Roboter & Co. - Wie Informations- und Kommunikationstechnologien den Pflegealltag verändern werden
    In: Hochschultage Berufliche Bildung 2019, Workshop 07 Care Work 4.0: Digitalisierung in personenbezogenen Dienstleistungen, Präsentation, 2019
    [Link]

2018

  • S. Nasiri
    Dynamic knowledge assets management to interactive problem solving and sustained learning : a collaborative CBR system in chronic and palliative care
    Dissertation, Universität Siegen, 2018.
    [Link]

  • S. Chala
    Bidirectional job matching through unsupervised feature learning
    Dissertation, Universität Siegen, 2018.
    [Link]

  • R. Vas, C. Weber, D. Gkoumas
    Implementing connectivism by semantic technologies for self-directed learning
    In: International Journal of Manpower 39 (8), 1032-1046, 2018

    [Link] [Scholar]
    [BibTex]
    @article{vas2018implementing,
    title={Implementing connectivism by semantic technologies for self-directed learning},
    author={Vas, R{\'e}ka and Weber, Christian and Gkoumas, Dimitris},
    journal={International Journal of Manpower},
    year={2018},
    publisher={Emerald Publishing Limited}
    }


  • N. T. M. Saeed, M. Fathi, K. D. Kuhnert
    An Approach For Instant Conversion of Sensory Data of a Simulated Sensor of a Mobile Robot into Semantic Information
    In 2018 IEEE International Conference on Electro/Information Technology (EIT) (pp. 0142-0146), USA, May, 2018.
    [Link]

  • A. Mallak, A. Behravan, C. Weber, M. Fathi, R. Obermaisser
    A graph-based sensor fault detection and diagnosis for demand-controlled ventilation systems extracted from a semantic ontology
    In 2018 IEEE 22nd International Conference on Intelligent Engineering Systems (INES) (pp. 000377-000382), Spain, June, 2018.
    [Link]

  • N. T. M. Saeed, C. Weber, M. Fathi, K. D. Kuhnert
    An Approach for Modeling Spatial Prepositions with RDF Reification and Blank Nodes Based on the Environment Perception of a Simulated Mobile Robot
    In 2018 IEEE 61st International Midwest Symposium on Circuits and Systems (MWSCAS) (pp. 713-716), Canada, August, 2018.
    [Link]

  • W. Schulz, J. Zenkert, C. Weber, A. Klahold, M. Fathi
    Sentilyzer: Aspect-Oriented Sentiment Analysis of Product Reviews
    2018 International Conference on Computational Science and Computational Intelligence (CSCI), USA, December, 2018, https://doi.org/10.1109/CSCI46756.2018.00059, Accepted Version
    [Link]

  • M. Dornhöfer, S. Nasiri, J. Zenkert, D. Unbehaun, M. Fathi
    Tablet-basiertes Wissens- und Ausbildungssystem zur Unterstützung von Menschen mit Demenz und deren Angehörige
    In: Abstracts des gemeinsamen Jahreskongresses der DGGG und DGG, 6.-8. September 2018, Vielfalt des Alterns: biomedizinsche und psychosoziale Herausforderungen, Zeitschrift für Gerontologie und Geriatrie, Band 51, Supplement 1, S. 68, Springer Medizin, https://doi.org/10.1007/s00391-018-1435-3, September 2018
    [Link]

  • J. Zenkert, C. Weber, A. Klahold, M. Fathi, K. Hahn
    Knowledge-based Production Documentation Analysis: An Integrated Text Mining Architecture
    2018 IEEE 61st International Midwest Symposium on Circuits and Systems (MWSCAS), Windsor, Canada, August 2018, https://doi.org/10.1109/MWSCAS.2018.8623836, Accepted Version
    [Link] [Scholar]
    [BibTex]
    @inproceedings{zenkert2018knowledge,
    title={Knowledge-based production documentation analysis: An integrated text mining architecture},
    author={Zenkert, Johannes and Weber, Christian and Klahold, Andre and Fathi, Madjid and Hahn, Kai},
    booktitle={2018 IEEE 61st International Midwest Symposium on Circuits and Systems (MWSCAS)},
    pages={717--720},
    year={2018},
    organization={IEEE}
    }


  • H. Abu Rasheed, C. Weber, S. Harrison, J. Zenkert, M. Fathi
    Teacher, Student and Domain Based Educational Recommender System for Assessing Student's Preferences on Multiple Recommendation Sources
    In proceedings of the 2nd Annual Learning & Student Analytics Conference, Amsterdam, 2018
    [Link]

  • J. Zenkert, C. Weber, M. Fathi
    Competence Oriented Multilingual Adaptive Language Assessment And Training System (COMALAT)
    EDULEARN18 proceedings, 10.21125/edulearn.2018.0703, Palmas, Spain, 2-4 July, 2018
    [Link]

  • H. Abu Rasheed, C. Weber, S. Harrison, J. Zenkert, M. Fathi
    What to learn next: Incorporating student, teacher and domain preferences for a comparative educational recommender system
    EDULEARN18 proceedings, 10.21125/edulearn.2018.1610, Palmas, Spain, 2-4 July, 2018
    [Link]

  • S. Nasiri, K. Brenner, C. Göbel, M. Wildermuth, K. Klöckner, O. Koch, T. Balaye N'kantio, J. Momo Kagho, F. Kenne Wamba, M. Fathi
    Medical CBR Assistant System: Web-based Collaborative Learning Platform
    In proceedings of the video competition at the 26th International Conference on Case-Based Reasoning, Best Video Nominee (Top three), Stockholm, Sweden, 09-12 July, p 199, 2018

  • S. Nasiri, J. Helsper, M. Jung, M. Fathi
    Enriching a CBR recommender system by classification of skin lesions using deep neural networks
    In proceedings of the workshop on Deep Learning at the 26th International Conference on Case-Based Reasoning, Stockholm, Sweden, 09-12 July, pp 86-90, 2018

  • J. Zenkert, A. Klahold, M. Fathi
    Towards Extractive Text Summarization Using Multidimensional Knowledge Representation
    2018 IEEE International Conference on Electro/Information Technology (EIT), Rochester, USA, May, 2018. Accepted Version
    [Link] [Scholar]
    [BibTex]
    @inproceedings{zenkert2018towards,
    title={Towards extractive text summarization using multidimensional knowledge representation},
    author={Zenkert, Johannes and Klahold, Andr{\'e} and Fathi, Madjid},
    booktitle={2018 IEEE International Conference on Electro/Information Technology (EIT)},
    pages={0826--0831},
    year={2018},
    organization={IEEE}
    }


  • J. Zenkert, M. Dornhöfer, C. Weber, C. Ngoukam, M. Fathi
    Big data analytics in smart mobility: Modeling and analysis of the Aarhus smart city dataset
    2018 IEEE Industrial Cyber-Physical Systems (ICPS), Saint Petersburg, Russia, May, 2018. Accepted Version
    [Link] [Scholar]
    [BibTex]
    @inproceedings{zenkert2018big,
    title={Big data analytics in smart mobility: Modeling and analysis of the Aarhus smart city dataset},
    author={Zenkert, Johannes and Dornhofer, Mareike and Weber, Christian and Ngoukam, Charly and Fathi, Madjid},
    booktitle={2018 IEEE Industrial Cyber-Physical Systems (ICPS)},
    pages={363--368},
    year={2018},
    organization={IEEE}
    }


  • S. Nasiri, M. Jung, J. Helsper, M. Fathi
    Detect and Predict Melanoma Utilizing TCBR and Classification of Skin Lesions in a Learning Assistant System
    In: Rojas I., Ortuño F. (eds) Bioinformatics and Biomedical Engineering. IWBBIO 2018. Lecture Notes in Computer Science, vol 10813. Springer, 2018
    [Link]

  • J. Zenkert, A. Klahold, M. Fathi
    Knowledge discovery in multidimensional knowledge representation framework: An integrative approach for the visualization of text analytics results
    Iran Journal of Computer Science, Volume 1, Issue 4, pp. 199–216, Springer, 2018. Accepted Version
    [Link] [Scholar]
    [BibTex]
    @article{zenkert2018knowledge,
    title={Knowledge discovery in multidimensional knowledge representation framework},
    author={Zenkert, Johannes and Klahold, Andr{\'e} and Fathi, Madjid},
    journal={Iran Journal of Computer Science},
    volume={1},
    number={4},
    pages={199--216},
    year={2018},
    publisher={Springer}
    }


  • L. Angelis, M. Bohlouli, K. Hatzistavrou, G. Kakarontzas, J. Lopez, J. Zenkert
    The COMALAT Approach to Individualized E-Learning in Job-Specific Language Competences
    In: Digital Marketplaces Unleashed (pp. 137-148). Springer, Berlin, Heidelberg, 2018.
    [Link]

2017

  • M. Khobreh
    Ontology enhanced representing and reasoning of job specific knowledge to identify skill balance
    Dissertation, Universität Siegen, 2017.
    [Link]

  • M. Dornhöfer
    Green Knowledge Management zur Unterstützung ökologischer Nachhaltigkeit
    Dissertation, Universität Siegen, 2017.
    [Link]

  • C. Weber
    Creating a Concept Importance Measure for Domain Knowledge in the Context of Learning
    Dissertation, In: Budapesti Corvinus Egyetem, 2017
    [Link]

  • R. Vas, C. Weber
    Analysing adaptive learning platforms utilizing domain ontologies: Searching for analytical implication
    In: 1st Annual Learning and Student Analytics Conference (LSAC2017), 2017

  • A. Klahold, J. Zenkert, M. Fathi
    Computer Aided Writing — A Prototype of an Intelligent Word Processing System
    2017 International Conference on Computational Science and Computational Intelligence (CSCI), Las Vegas, USA, December, 2017, pp. 234-239. Accepted Version
    [Link]

  • A. Mallak, C. Weber, A. Holland, M. Fathi
    Active Diagnosis Automotive Ontology for Distributed Embedded Systems
    In: Proceedings of the 2017 IEEE European Technology and Engineering Management Summit(E-TEMS)
    [Link] [Scholar]
    [BibTex]
    @inproceedings{mallak2017active,
    title={Active diagnosis automotive ontology for distributed embedded systems},
    author={Mallak, Ahlam and Weber, Christian and Fathi, Madjid and Holland, Alexander},
    booktitle={2017 IEEE European Technology and Engineering Management Summit (E-TEMS)},
    pages={1--6},
    year={2017},
    organization={IEEE}
    }


  • A. Behravan, A. Mallak, R. Obermaisser, D. H. Basavegowda, C. Weber, M. Fathi
    Fault injection framework for fault diagnosis based on machine learning in heating and demand-controlled ventilation systems
    2017 IEEE 4th International Conference on Knowledge-Based Engineering and Innovation (KBEI), Tehran, 2017
    [Link]

  • M. Dornhöfer, M. Fathi
    Green Knowledge Management for Supporting Water Management Applying Semantic Technologies
    In: 2nd International Water and Health Congress, Antalya, 13.-17.02.2017. (Abstract & Talk)

  • S. Nasiri, M. Fathi
    Case Representation and Similarity Assessment in a Recommender System to Support Dementia Caregivers in Geriatric and Palliative Care
    In Proceedings of the Workshop on Process Oriented Case-based Reasoning at the 25th International Conference on Case-Based Reasoning, Trondheim, Norway, 26-28 July, pp 157-166, 2017
    [Link]

  • S. Nasiri, K. Klingauf, D. Li, J. Ortmann, M. Fathi
    DePicT Dementia CLASS: Medical CBR Learning Assistant System
    In Proceedings of the video competition at the 25th International Conference on Case-Based Reasoning, Best Student Video Nominee (Top three), Trondheim, Norway, 26-28 Juli, p 291, 2017

  • E. Nikumanesh, M. Fathi
    An Indicator for Measuring Sentiment and Polarity: Applied Knowledge Discovery Using Online Customer Reviews
    2017 IEEE International conference on Electronic/Information Technology, EIT 2017 May 14-17, 2017, Lincoln, Nebraska, USA.
    [Link] [Scholar]
    [BibTex]
    @inproceedings{nikumanesh2017indicator,
    title={An indicator for measuring sentiment and polarity: Applied knowledge discovery using online customer reviews},
    author={Nikumanesh, Esmaeil and Fathi, Madjid},
    booktitle={2017 IEEE International Conference on Electro Information Technology (EIT)},
    pages={472--475},
    year={2017},
    organization={IEEE}
    }


  • S. Nasiri, I. Allayarov, M. Fathi
    Developing a Prototype of Case-based System Utilizing Fuzzy Sets to Detect Faults of Injection Molding Process
    In proceedings of WM 2017-Tagungsband der 9. Konferenz Professionelles Wissensmanagement (Professional Knowledge Management), York Sure-Vetter, Stefan Zander and Andreas Harth (Edt.), Karlsruhe, Germany, April 5-7, pp. 92-96, 2017.
    [Link]

  • S. Nasiri, J. Zenkert, M. Fathi
    Improving CBR adaptation for recommendation of associated references in a knowledge-based learning assistant system
    Journal of Neurocomputing, 250, pp. 5-17, 2017
    DOI: 10.1016/j.neucom.2016.10.078

    [Link] [Scholar]
    [BibTex]
    @article{nasiri2017improving,
    title={Improving CBR adaptation for recommendation of associated references in a knowledge-based learning assistant system},
    author={Nasiri, Sara and Zenkert, Johannes and Fathi, Madjid},
    journal={Neurocomputing},
    volume={250},
    pages={5--17},
    year={2017},
    publisher={Elsevier}
    }


2016

  • M. Bohlouli
    Statistische Regenerierung und skalierbares Clustering von Big Data mit MapReduce im Hadoop Ökosystem
    Dissertation, Universität Siegen, 2016.
    [Link]

  • M. Dornhöfer, S. Nasiri, M. Fathi
    Schlussbericht zum BMBF Projekt: NeuroCare - Ganzheitliches Konzept zur Unterstützung und Entlastung von ambulanten Pflegekräften und Angehörigen bei der Betreuung von kognitiv beeinträchtigten Senioren, Teilvorhaben: Konzeptuelle Erarbeitung und Pilotisierung eines NeuroCare Portals
    2013-2016 : Duration of the project: 01.02.2013-01.02.2016,
    [Link]

  • M. Khobreh, F. Ansari, M. Fathi, R. Vas, S. T. Mol, H. A. Berkers, K. Varga
    An Ontology-based Approach for the Semantic Representation of Job Knowledge
    IEEE Transaction on Emerging Topics in Computing VOLUME 4, NO. 3, June 2016.
    [Link] [Scholar]
    [BibTex]
    @article{khobreh2015ontology,
    title={An ontology-based approach for the semantic representation of job knowledge},
    author={Khobreh, Marjan and Ansari, Fazel and Fathi, Madjid and Vas, Reka and Mol, Stefan T and Berkers, Hannah A and Varga, Kriszti{\'a}n},
    journal={IEEE Transactions on Emerging Topics in Computing},
    volume={4},
    number={3},
    pages={462--473},
    year={2015},
    publisher={IEEE}
    }


  • J. Zenkert, A. Holland, M. Fathi
    Discovering contextual knowledge with associated information in dimensional structured knowledge bases
    2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Budapest, Hungary, 2016,
    DOI: 10.1109/SMC.2016.7844520 Accepted Version

    [Link] [Scholar]
    [BibTex]
    @inproceedings{zenkert2016discovering,
    title={Discovering contextual knowledge with associated information in dimensional structured knowledge bases},
    author={Zenkert, Johannes and Holland, Alexander and Fathi, Madjid},
    booktitle={2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC)},
    pages={001923--001928},
    year={2016},
    organization={IEEE}
    }


  • S.Nasiri, B. Aslan, S. Geller, M. Fathi
    A Prototype of Case-based Skin Cancer Detector for Android Phones based on DePicT Concept: CBMelanom
    2016 International Conference on Computational Science and Computational Intelligence (CSCI'16), Symposium on Health Informatics and Medical Systems, 15-17 December, Las Vegas, USA, 2016
    DOI: 10.1109/CSCI.2016.0026

    [Link]

  • M. Fathi, M. Khobreh, F. Ansari (Ed.)
    Professional Education and Training through Knowledge, Technology and Innovation
    Universie-Universitätsverlag Siegen, ISBN 978-3-936533-77-4, 2016.
    [Link]

  • S. Harrison, F. Ansari, M. Fathi
    Intersecting Research between Pro-Nursing and Eduworks Network
    in Professional Education and Training through Knowledge, Technology and Innovation, Universie-Universitätsverlag Siegen, 2016, pp.37-42.

  • M. Khobreh, F. Ansari, M. Fathi, S. T. Mol, H. Berkers, R. Vas, M. Hesterberg, J. M. Hoffmann
    Professional Nursing Education and Training - An Overview Statement of the Pro-Nursing Project
    in Professional Education and Training through Knowledge, Technology and Innovation, Universie-Universitätsverlag Siegen, 2016, pp.1-12.

  • E. Nikumanesh, M. Bohlouli, M. Fathi
    Knowledge Discovery from Online Customer Review towards Product Improvement
    13th International Conference of Applied Computing, Mannheim,Germany, October 28-30, 2016.

  • C. Weber
    STUDIO: A Solution on Adaptive Testing
    in Corporate Knowledge Discovery and Organizational Learning, Springer, Cham, 2016, pp. 131–153, DOI: 10.1007/978-3-319-28917-5_6
    [Link]

  • C. Weber
    Context-Aware Self-Assessment Path Generation for Personalised Education
    Journal of the Scientific and Educational on Forum on Business Information Systems (SEFBIS), vol. 10, no. 10, pp. 53–66, 2016

  • C. Weber, R. Vas
    TOP-DOWN OR BOTTOM UP: A COMPARATIVE STUDY ON ASSESSMENT STRATEGIES IN THE STUDIO ADAPTIVE LEARNING ENVIRONMENT
    in Proceedings of the European Distance and E-learning Network 2016 Annual Conference, Budapest, Hungary, 2016, pp. 41–49

  • C. Weber, R. Vas
    How to Learn More from Knowledge Networks through Social Network Analysis Measures
    Professional Education and Training through Knowledge, Technology and Innovation, p. 45, 2016
    [Link]

  • C. Weber, R. Vas
    Applying connectivism? Does the connectivity of concepts make a difference for learning and assessment?
    in 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2016, pp. 002079–002084, DOI: 10.1109/SMC.2016.7844546
    [Link]

  • C. Weber, R. Vas
    STUDIO: A Domain Ontology Based Solution for Knowledge Discovery in Learning and Assessment
    in Proceedings of the Special Interest Group for Education (SIGED) 2016, Dublin, Ireland, 2016

  • M. Bohlouli, N. Mittas, G. Kakarontzas, T. Theodosiou, L. Angelis, M. Fathi
    Competence Assessment as an Expert System for Human Resource Management: A Mathematical Approach
    Journal of Expert Systems with Applications (IF=2.981), Accepted in October 2016.
    [Link] [Scholar]
    [BibTex]
    @article{bohlouli2017competence,
    title={Competence assessment as an expert system for human resource management: A mathematical approach},
    author={Bohlouli, Mahdi and Mittas, Nikolaos and Kakarontzas, George and Theodosiou, Theodosios and Angelis, Lefteris and Fathi, Madjid},
    journal={Expert Systems with Applications},
    volume={70},
    pages={83--102},
    year={2017},
    publisher={Elsevier}
    }


  • F. Ansari, M. Fathi, U. Seidenberg
    Problem-Solving Approaches in Maintenance Cost Management: A Literature Review
    Journal of Quality in Maintenance Engineering, Volume: 22, Issue: 4, Emerald Group Publishing Limited, 2016.
    [Link] [Scholar]
    [BibTex]
    @article{ansari2016problem,
    title={Problem-solving approaches in maintenance cost management: a literature review},
    author={Ansari, Fazel and Fathi, Madjid and Seidenberg, Ulrich},
    journal={Journal of Quality in Maintenance Engineering},
    year={2016},
    publisher={Emerald Group Publishing Limited}
    }


  • J. Zenkert, M. Fathi
    Multidimensional knowledge representation of text analytics results in knowledge bases
    2016 IEEE International Conference on Electro Information Technology (EIT), Grand Forks, ND, USA, 2016, pp. 0541-0546
    doi: 10.1109/EIT.2016.7535297 Accepted Version

    [Link] [Scholar]
    [BibTex]
    @inproceedings{zenkert2016multidimensional,
    title={Multidimensional knowledge representation of text analytics results in knowledge bases},
    author={Zenkert, Johannes and Fathi, Madjid},
    booktitle={2016 IEEE International Conference on Electro Information Technology (EIT)},
    pages={0541--0546},
    year={2016},
    organization={IEEE}
    }


  • F. Ansari, M. Fathi
    Meta-analysis of Maintenance Knowledge Assets Towards Predictive Cost Controlling of Cyber Physical Production Systems
    Machine Learning for Cyber Physical Systems, O. Niggemann and J. Beyerer (Eds.), Springer, 2016.
    [Link] [Scholar]
    [BibTex]
    @incollection{ansari2016meta,
    title={Meta-analysis of maintenance knowledge assets towards predictive cost controlling of cyber physical production systems},
    author={Ansari, Fazel and Fathi, Madjid},
    booktitle={Machine Learning for Cyber Physical Systems},
    pages={103--110},
    year={2016},
    publisher={Springer}
    }


  • S. Chala, F. Ansari, M. Fathi
    A Data Warehousing System for Knowledge-based Structural Health Monitoring of Wind Power Plant
    2016 IEEE International Conference on Electro Information Technology (EIT), Grand Forks, ND, USA, 2016, pp. 0605-0609
    doi: 10.1109/EIT.2016.7535307

    [Link] [Scholar]
    [BibTex]
    @inproceedings{chala2016data,
    title={A data warehousing system for knowledge-based structural health monitoring of wind power plant},
    author={Chala, Sisay and Ansari, Fazel and Fathi, Madjid},
    booktitle={2016 IEEE International Conference on Electro Information Technology (EIT)},
    pages={0605--0609},
    year={2016},
    organization={IEEE}
    }


  • S. Harrison, F. Ansari, G. Kismihók, M. Fathi
    A Critical View of Knowledge Management in EU MSCA-ITN Projects:Use Case of EDUWORKS, Theory and Applications in the Knowledge Economy
    The International Scientific Conference devoted to the Multidisciplinary Study of the Knowledge Economy, Aveiro University, Portugal, July 6-8, 2016

  • S. Chala, F. Ansari, M. Fathi
    A Framework for Enriching Job Vacancies and Job Descriptions Through Bidirectional Matching
    In: Proceedings of the 12th International Conference on Web Information Systems and Technologies (WEBIST 2016) - Volume 2, pages 219-226 ISBN: 978-989-758-186-1 , SCITEPRESS – Science and Technology Publications, Lda.
    [Link] [Scholar]
    [BibTex]
    @inproceedings{chala2016framework,
    title={A framework for enriching job vacancies and job descriptions through bidirectional matching},
    author={Chala, Sisay Adugna and Ansari, Fazel and Fathi, Madjid},
    booktitle={International Conference on Web Information Systems and Technologies},
    volume={3},
    pages={219--226},
    year={2016},
    organization={SCITEPRESS}
    }


  • M. Dornhöfer, M. Fathi
    Green Knowledge Management – Eine grüne Form des Wissensmanagements.
    In: V. Nissen et al. (Hrsg.), Multikonferenz Wirtschaftsinformatik (MKWI) 2016, Band II, S. 889 – 900, ISBN 978-3-86360-132-4, Technische Universität Ilmenau, 09.-11. März 2016.
    [Link]

  • M. Khobreh, F. Ansari, M. Fathi
    An Educational Game to Improve Learning in Nursing
    In Proceedings of 2015 Conference of European Association for Practitioner Research on Improving Learning, Published on March 2016, ISSN 2406-4653, pp. 377-393.

  • S. Chala, F. Ansari, M. Fathi
    Bidirectional Matching of Job Descriptions and Vacancies using Machine Learning.
    In: MCAA annual Conference and General Assembly; March 4-5, 2016; Venice, Italy.

  • F. Ansari, M. Dornhöfer, M. Fathi
    Ein meta-analytischer Ansatz zur kontinuierlichen Verbesserung der Wissensqualität aus Cyber-physikalischen Produktionssystemen
    In: R. Refflinghaus et al. (Hrsg.), Qualitätsmanagement 4.0 - Status Quo ! Quo vadis?, GQW (Gesellschaft für Qualitätswissenschaft)-Jahrestagung, 6. Band, S. 187-206, Universität Kassel, 25-26. Februar, 2016.

  • M. Dornhöfer, A. Holland, M. Fathi
    Ein Umweltwissenssystem zur semantischen Vernetzung forstwirtschaftlicher Datenquellen
    In: A. Ruckelshausen et al. (Hrsg.), Informatik in der Land-, Forst- und Ernährungswirtschaft, Fokus: Intelligente Systeme – Stand der Technik und neue Möglichkeiten, Proceedings der 36. GIL-Jahrestagung, LNI P253, S. 41-44, Hochschule Osnabrück, 22-23. Februar, 2016.
    [Link]

2015

  • N. Mittas, G. Kakarontzas, M. Bohlouli, L. Angelis, I. Stamelos, M. Fathi.
    ComProFITS: A Web-based Platform for Human Resources Competence Assessment
    In The Sixth International Conference on Information, Intelligence, Systems and Applications (IISA). IEEE, 2015
    [Link]

  • M. Bohlouli, F. Ansari, G. Kakarontzas, L. Angelis
    Integrated Systems: Innovations and Applications, chapter: An Adaptive Model for Competences Assessment of IT Professionals
    Springer Berlin Heidelberg, May 2015.
    [Link] [Scholar]
    [BibTex]
    @book{fathi2015integrated,
    title={Integrated Systems: Innovations and Applications},
    author={Fathi, Madjid},
    year={2015},
    publisher={Springer}
    }


  • S. Chala, F. Ansari, M. Fathi
    Improving Data Quality Through Dynamic Text Field: Next Steps in Web-based Data Collection
    WEBDATANET Conference 2015, Salamanca, Spain; May, 2015

  • C. Weber
    Studio: Ontology-Based Educational Self-Assessment
    in Workshops Proceedings of EDM 2015 8th International Conference on Educational Data Mining, EDM 2015, Madrid, Spain, June 26-29, 2015., Madrid, Spain, 2015, vol. 1446, pp. 33–40
    Springer Berlin Heidelberg, May 2015.
    [Link] [Scholar]
    [BibTex]
    @inproceedings{weber2015studio,
    title={Studio: Ontology-Based Educational Self-Assessment.},
    author={Weber, Christian and Vas, R{\'e}ka},
    booktitle={EDM (Workshops)},
    year={2015}
    }


  • C. Weber, H. M. Truong, R. Vas
    Context-Aware Self-Assessment in Higher education
    in EDULEARN15 Proceedings, Barcelona, Spain, 2015, pp. 5910–5920
    [Link]

  • M. Bohlouli, J. Dalter, M. Dornhöfer, J. Zenkert, M. Fathi
    Knowledge discovery from social media using big data-provided sentiment analysis (SoMABiT)
    Journal of Information Science, 2015, Vol. 41(6) 779–798, DOI: 10.1177/0165551515602846
    [Link]

  • M. Dornhöfer, M. Fathi
    UmweltWiS: Von Umweltinformationssystemen zu "Umweltwissenssystemen"?
    In: Umweltbundesamt (Hrsg.) Umweltinformationssysteme – Big Data – Open Data – Data Variety, Ergebnisse des 22. Workshops des Arbeitskreises "Umweltinformationssysteme", 07-08 Mai 2015, ISSN 2199-6571, Kassel, S. 127-139
    [Link]

  • K. Ternai, M. Khobreh, F. Ansari
    An Ontology Matching Approach for Improvement of Business Process Management
    Integrated Systems: Innovations and Applications 2015, pp 111-130
    [Link] [Scholar]
    [BibTex]
    @incollection{ternai2015ontology,
    title={An ontology matching approach for improvement of business process management},
    author={Ternai, Katalin and Khobreh, Marjan and Ansari, Fazel},
    booktitle={Integrated Systems: Innovations and Applications},
    pages={111--130},
    year={2015},
    publisher={Springer}
    }


  • M. Dornhöfer, A. Holland, M. Fathi
    Knowledge Based Technologies for Promoting Innovation in Material Science
    Materials Science Forum – 20th Symposium on Composites, Vols. 825-826 (2015), pp.1080-1087, Trans Tech Publications, Switzerland, DOI: 10.4028/www.scientific.net/MSF.825-826.1080, Accepted, 25.03.2015, Online, 13.07.2015
    [Link]

  • S. Nasiri, J. Zenkert, M. Fathi
    A Medical Case-based Reasoning Approach using Image Classification and Text Information for Recommendation
    Springer I. Rojas et al. (Eds.): IWANN 2015, Part II, Lecture Notes on Computer Science (LNCS 9095), pp. 43-55, (2015)
    [Link] [Scholar]
    [BibTex]
    @inproceedings{nasiri2015medical,
    title={A medical case-based reasoning approach using image classification and text information for recommendation},
    author={Nasiri, Sara and Zenkert, Johannes and Fathi, Madjid},
    booktitle={International Work-Conference on Artificial Neural Networks},
    pages={43--55},
    year={2015},
    organization={Springer}
    }


  • A. El Moussaoui, C. Reuter, M. Wiegel, S. Unkauf, T. Wießmann, M. Dornhöfer, M. Fathi, S. Nasiri
    NeuroCare: Digitalisierte Früherkennung leichter kognitiver Einschränkungen
    In 8. Deutscher AAL-Kongress, Frankfurt am Main, 30 April, (2015)
    [Link]

2014

  • F. Merges
    Assistenzsystem zur Testung und Verbesserung der Lesbarkeit von Gebrauchsinformationen
    Dissertation, Universität Siegen, 2014.
    [Link]

  • F. Ansari
    Meta-analysis of knowledge assets for continuous improvement of maintenance cost controlling
    Dissertation, Universität Siegen, 2014.
    [Link]

  • P. Uhr
    CIMAWA – Entwicklung und Anwendung einer textbasierten Assoziations-Berechnungsmethode
    Dissertation, Universität Siegen, 2014.
    [Link]

  • S. Dienst
    Analyse von Maschinendaten zur Entscheidungsunterstützung bei der Produktverbesserung durch die Anwendung eines Feedback Assistenz Systems
    Dissertation, Universität Siegen, 2014.
    [Link]

  • P. Uhr, J. Zenkert, M. Fathi
    Sentiment analysis in financial markets A framework to utilize the human ability of word association for analyzing stock market news reports
    2014 IEEE International Conference on Systems, Man and Cybernetics (SMC), San Diego, CA, USA, October 2014, https://doi.org/10.1109/SMC.2014.6974028, Accepted Version
    [Link]

  • M. Bohlouli, F. Merges, M. Fathi
    Knowledge integration of distributed enterprises using cloud based big data analytics
    2014 IEEE International Conference on Electro/Information Technology (EIT), Milwaukee, WI, USA.
    [Link] [Scholar]
    [BibTex]
    @inproceedings{bohlouli2014knowledge,
    title={Knowledge integration of distributed enterprises using cloud based big data analytics},
    author={Bohlouli, Mahdi and Merges, Fabian and Fathi, Madjid},
    booktitle={IEEE International Conference on Electro/Information Technology},
    pages={612--617},
    year={2014},
    organization={IEEE}
    }


  • C. Weber, R. Vas
    Extending Computerized Adaptive Testing to Multiple Objectives: Envisioned on a Case from the Health Care
    in Electronic Government and the Information Systems Perspective, vol. 8650, A. Kő and E. Francesconi, Eds. Springer International Publishing, 2014, pp. 148–162
    [Link] [Scholar]
    [BibTex]
    @inproceedings{weber2014extending,
    title={Extending Computerized Adaptive Testing to Multiple Objectives: Envisioned on a Case from the Health Care},
    author={Weber, Christian and Vas, R{\'e}ka},
    booktitle={International Conference on Electronic Government and the Information Systems Perspective},
    pages={148--162},
    year={2014},
    organization={Springer}
    }


  • C. Weber
    Enabling a Context Aware Knowledge-Intense Computerized Adaptive Test through Complex Event Processing
    Journal of the Scientific and Educational Forum on Business Information Systems (SEFBIS), vol. 9, no. 9, pp. 66–74, 2014

  • S. Nasiri, S. Dienst, M. Dornhöfer, M. Fathi
    Knowledge Based Platform to Manage Home Care and Advanced Mutual Communications (NeuroCare Portal)
    2014 IEEE Global Humanitarian Technology Conference (GHTC), San Jose, California USA, 10-13 October, (2014)

  • M. Khobreh, F. Ansari, M. Dornhöfer, R. Vas, M. Fathi
    Med-Assess System for Evaluating and Enhancing Nursing Job Knowledge and Performance.
    Lecture Notes in Computer Science, Vol: 8719, pp. 494-497, Springer, 2014. DOI 10.1007/978-3-319-11200-8_49.
    [Link] [Scholar]
    [BibTex]
    @inproceedings{khobreh2014med,
    title={Med-assess system for evaluating and enhancing nursing job knowledge and performance},
    author={Khobreh, Marjan and Ansari, Fazel and Dornh{\"o}fer, Mareike and Vas, R{\'e}ka and Fathi, Madjid},
    booktitle={European Conference on Technology Enhanced Learning},
    pages={494--497},
    year={2014},
    organization={Springer}
    }


  • S. Dienst, F. Ansari, M. Fathi
    Integrated system for analyzing maintenance records in product improvement.
    In the International Journal of Advanced Manufacturing Technology (Springer-Verlag), September, 2014. DOI 10.1007/s00170-014-6228-2.
    [Link] [Scholar]
    [BibTex]
    @article{dienst2015integrated,
    title={Integrated system for analyzing maintenance records in product improvement},
    author={Dienst, Susanne and Ansari, Fazel and Fathi, Madjid},
    journal={The International Journal of Advanced Manufacturing Technology},
    volume={76},
    number={1-4},
    pages={545--564},
    year={2015},
    publisher={Springer}
    }


  • S. Nasiri, M. Fathi
    Toward an Integrated e-Health based on Acquired Healthcare Knowledge
    2014 Middle East Conference on Biomedical Engineering (MECBME), 17-20 February, IEEE Press , pp.301-304, ISBN: 978-1-4799-4799-7, (2014).
    [Link] [Scholar]
    [BibTex]
    @inproceedings{nasiri2014toward,
    title={Toward an integrated e-health based on acquired healthcare knowledge},
    author={Nasiri, Sara and Fathi, Madjid},
    booktitle={2nd Middle East Conference on Biomedical Engineering},
    pages={301--304},
    year={2014},
    organization={IEEE}
    }


  • S. Dienst, M. Fathi, M. Abramovici, A. Lindner
    Development of a knowledge-based Feedback Assistance System of Product Use Information for Product Improvement.
    In: International Journal of Product Development (Inderscience), Vol. 19 No. 4, S. 191-210, 2014
    [Link] [Scholar]
    [BibTex]
    @article{dienst2014development,
    title={Development of a knowledge-based feedback assistance system of product use information for product improvement},
    author={Dienst, Susanne and Fathi, Madjid and Abramovici, Michael and Lindner, Andreas},
    journal={International Journal of Product Development},
    volume={19},
    number={4},
    pages={191--210},
    year={2014},
    publisher={Inderscience Publishers Ltd}
    }


  • F. Ansari, I. Buethe, Y. Niu, C.-P. Fritzen, M. Fathi
    Integration of Knowledge-based Approach in SHM Systems
    In: Transactions on Engineering Technologies, Book chapter No.: 55, pp 765-779, Springer, 2014
    [Link] [Scholar]
    [BibTex]
    @incollection{ansari2014integration,
    title={Integration of Knowledge-Based Approach in SHM Systems},
    author={Ansari, Fazel and Buethe, Inka and Niu, Yan and Fritzen, Claus-Peter and Fathi, Madjid},
    booktitle={Transactions on Engineering Technologies},
    pages={765--779},
    year={2014},
    publisher={Springer}
    }


  • M. Khobreh, S. Nasiri, M. Fathi
    E-Nursing: Experience Platform for Improving Nursing Performance
    Journal of Geoinformatics, 10 (1), 57-63 (2014)
    [Link] [Scholar]
    [BibTex]
    @article{khobreh2014nursing,
    title={E-Nursing: Experience Platform for Improving Nursing Performance.},
    author={Khobreh, Marjan and Nasiri, Sara and Fathi, Madjid},
    journal={International Journal of Geoinformatics},
    volume={10},
    number={1},
    year={2014}
    }


  • S. Hardy, C. Reuter, S. Göbel, R. Steinmetz, G. Baller, E. Kalbe, A. El Moussaoui, S. Abels, S. Dienst, M. Dornhöfer, M. Fathi
    NeuroCare – Personalization and Adaptation of Digital Training Programs for Mild Cognitive Impairments
    AAL-Kongress 2014, Tagungsband, VDE-Verlag, Januar 2014.
    [Link] [Scholar]
    [BibTex]
    @incollection{hardy2015neurocare,
    title={NeuroCare—Personalization and Adaptation of Digital Training Programs for Mild Cognitive Impairments},
    author={Hardy, Sandro and Reuter, Christian and G{\"o}bel, Stefan and Steinmetz, Ralf and Baller, Gisa and Kalbe, Elke and El Moussaoui, Abdelkarim and Abels, Sven and Dienst, Susanne and Dornh{\"o}fer, Mareike and others},
    booktitle={Ambient Assisted Living},
    pages={53--63},
    year={2015},
    publisher={Springer}
    }


2013

  • M. Fathi (Ed.)
    Integration of Practice-Oriented Knowledge Technology: Trends and Prospectives
    Springer, 2013
    [Link] [Scholar]
    [BibTex]
    @book{fathi2013integration,
    title={Integration of practice-oriented knowledge technology: trends and prospectives},
    author={Fathi, Madjid},
    year={2013},
    publisher={Springer}
    }


  • F. Ansari, P. Uhr, M. Fathi
    Textual Meta-analysis of Maintenance Management’s Knowledge Assets
    International Journal of Services, Economics and Management (accepted 11.04.2013), Inderscience Enterprises Ltd., 2013
    [Link] [Scholar]
    [BibTex]
    @article{ansari2014textual,
    title={Textual meta-analysis of maintenance management’s knowledge assets},
    author={Ansari, Fazel and Uhr, Patrick and Fathi, Madjid},
    journal={International Journal of Services, Economics and Management},
    volume={6},
    number={1},
    pages={14--37},
    year={2014},
    publisher={Inderscience Publishers Ltd}
    }


  • A. Klahold, P. Uhr, F. Ansari, M. Fathi
    A Framework to utilize the Human Ability of Word Association for detecting Multi Topic Structures in Text Documents
    IEEE Intelligent Systems, Volume: PP, Issue: 99, IEEE Computer Society, 2013

  • P. Uhr, A. Klahold, M. Fathi
    Imitation of the Human Ability of Word Association
    International Journal of Soft Computing and Software Engineering (JSCSE), Vol. 3, No. 3, pp. 248-254, 2013, Doi: 10.7321/jscse.v3.n3.37

  • F. Ansari, Y. Niu, I. Buethe, I., C.-P. Fritzen, M. Fathi
    Integration of Knowledge-based Approach in SHM Systems: A Case Study of Force Identification
    World Congress on Engineering and Computer Science, San Francisco, USA, 2013

  • R. Montino, C. Weber
    Industrialization of Customized AI Techniques: A Long Way to Success!
    in Integration of Practice-Oriented Knowledge Technology: Trends and Prospectives, M. Fathi, Ed. Springer Berlin Heidelberg, 2013, pp. 231–246, DOI: 10.1007/978-3-642-34471-8_19
    [Link]

  • Y. Niu, I. Buethe, F. Ansari, M. Fathi, C.-P. Fritzen
    Towards Integration of a Knowledge-Based Approach into SHM
    5th European-American Workshop on Reliability of NDE. Berlin, 2013.

  • F. Ansari, M. Fathi & U. Seidenberg
    Combining Synoptic and Incremental Approaches for Improving Problem-Solving in Maintenance Planning, Monitoring and Controlling
    In Proceedings of 9th Interdisciplinary Workshop On Intangibles, Intellectual Capital And Extra-Financial Information, European Institute for Advanced Studies in Management (EIASM), Copenhagen, Denmark, September 26-27, 2013 (ISSN:2295 - 1679)
    [Link] [Scholar]
    [BibTex]
    @inproceedings{ansari2013combining,
    title={Combining synoptic and incremental approaches for improving problem-solving in maintenance planning, monitoring and controlling},
    author={Ansari, Fazel and Fathi, Madjid and Seidenberg, Ulrich},
    booktitle={9th Interdisciplinary Workshop on Intangibles, Intellectual Capital and Extra-Financial Information},
    pages={26--27},
    year={2013}
    }


  • S. Nasiri, M. Dornhöfer, M. Fathi
    Improving EHR and Patient Empowerment based on Dynamic Knowledge Assets
    Informatik 2013: 43.Jahrestagung der Gesellschaft für Informatik, September 16-20, Koblenz, Germany, Lecture Note in Informatics(LNI) – Proceedings, Geselschaft für Informatik(GI), Köllen Druk+Verlag, Matthias Horbach (Ed.), (2013)
    [Link] [Scholar]
    [BibTex]
    @article{nasiri2013improving,
    title={Improving ehr and patient empowerment based on dynamic knowledge assets},
    author={Nasiri, Sara and Dornh{\"o}fer, Mareike and Fathi, Madjid},
    journal={INFORMATIK 2013--Informatik angepasst an Mensch, Organisation und Umwelt},
    year={2013},
    publisher={Gesellschaft f{\"u}r Informatik eV}
    }


  • S. Nasiri, F. Ansari, M. Fathi
    Dynamics of knowledge assets and change management perspectives
    the 2013 IEEE International Conference on Electro/Information Technology (IEEE EIT), Rapid City, SD, USA, May 9-11, IEEE Press, pp.1-6, ISBN: 978-1-4673-5207-9, (2013)
    [Link] [Scholar]
    [BibTex]
    @INPROCEEDINGS{6632704,
    author={S. {Nasiri} and F. {Ansari} and M. {Fathi}},
    booktitle={IEEE International Conference on Electro-Information Technology , EIT 2013}, 
    title={Dynamics of knowledge assets and change management perspectives}, 
    year={2013},
    volume={},
    number={},
    pages={1-6},}


  • M. Khobreh, F. Ansari, M. Dornhöfer, M. Fathi
    An ontology-based Recommender System to Support Nursing Education and Training
    German Conference on Learning, Knowledge, Adaptation (LWA-2013), Bamberg, Germany (2013)
    [Link] [Scholar]
    [BibTex]
    @inproceedings{khobreh2013ontology,
    title={An ontology-based Recommender System to Support Nursing Education and Training.},
    author={Khobreh, Marjan and Ansari, Fazel and Dornh{\"o}fer, Mareike and Fathi, Madjid},
    booktitle={Lwa},
    pages={237--244},
    year={2013}
    }


  • M. Khobreh, S. Nasiri, M. Fathi
    Utilizing Experience Management for Improving Nursing Performance
    In proceedings of HealthGIS Conference, 21-23 August, Thailand, 2013.

  • M. Bohlouli, F. Ansari, Y. Patel, M. Fathi, M. L. Cid, L. Angelis
    Towards Analytical Evaluation of Professional Competences in Human Resource Management
    In the 39th Annual Conference of the IEEE Industrial Electronics Society (IECON-2013), Vienna, Austria, November 2013.
    [Link] [Scholar]
    [BibTex]
    @inproceedings{bohlouli2013towards,
    title={Towards analytical evaluation of professional competences in human resource management},
    author={Bohlouli, Mahdi and Ansari, Fazel and Patel, Yogesh and Fathi, Madjid and Cid, Miguel Loitxate and Angelis, Lefteris},
    booktitle={IECON 2013-39th Annual Conference of the IEEE Industrial Electronics Society},
    pages={8335--8340},
    year={2013},
    organization={IEEE}
    }


  • C. Berger, P. Katsaros, M. Bohlouli, L. Angelis
    An Interdisciplinary Perspective to the Design and Decision Support of Integral Safety Systems
    Proceedings of 4th IFAC Workshop on Dependable Control of Discrete Systems, 2013.
    [Link] [Scholar]
    [BibTex]
    @article{berger2013interdisciplinary,
    title={An Interdisciplinary Perspective to the Design and Decision Support of Integral Safety Systems},
    author={Berger, Christian and Katsaros, Panagiotis and Bohlouli, Mahdi and Angelis, Lefteris},
    journal={IFAC Proceedings Volumes},
    volume={46},
    number={22},
    pages={145--150},
    year={2013},
    publisher={Elsevier}
    }


  • M. Abramovici, A. Lindner; S. Dienst, M. Fathi
    Predicting the behavior of solution alternatives within product improvement processes
    In: Proceedings of the 19th International Conference on Engineering Design 2013 (ICED13), 19.-22. August 2013 at Seoul, Korea.
    [Link]

2012

  • M. Khobreh, M. Fathi
    Urban Health integrated Knowledge exploring and exploiting (Urban THINKING)
    In proc. of European Urban Health Conference (2012)
    [Link]

  • F. Ansari, R. A. Dewa, M. Fathi
    Drive System Assistance Tool for Meta-Analysis of Dimensioning and Maintenance Indicators
    38th Annual Conference of the IEEE Industrial Electronics Society (IEEE IECON 2012), Montreal, Quebec, Canada, October 25-28, 2012, IEEE Press.
    [Link] [Scholar]
    [BibTex]
    @inproceedings{ansari2012drive,
    title={Drive system assistance tool for meta-analysis of dimensioning and maintenance indicators},
    author={Ansari, Fazel and Dewa, Randitya A and Fathi, Madjid},
    booktitle={IECON 2012-38th Annual Conference on IEEE Industrial Electronics Society},
    pages={3113--3119},
    year={2012},
    organization={IEEE}
    }


  • F. Ansari, M. Fathi, U. Seidenberg
    Integration of Knowledge Management in Preventive- and Corrective Maintenance Cost Controlling Using Performance Quality Indicators
    Twelfth International Conference on Knowledge, Culture and Change Management, University Center, Chicago, USA, July 6-8, 2012 (Recipient of Graduate Scholar Award), Common Ground Publishing.

  • F. Ansari, M. Fathi, U. Seidenberg
    Developing an Algebraic Model for Administrating Preventive Maintenance Cost of Production Machines
    4th World Conference on Production & Operations Management and the 19th International Annual EurOMA Conference, University of Amsterdam, The Netherlands, July 1-5, 2012.

  • F. Ansari, M. Fathi
    Knowledge-based City: Knowledge Management Integration for Sustainable Urban Planning and Development
    Eighth International Conference on Environmental, Cultural, Economic and Social Sustainability, University of British Columbia, Canada, January 10-12 , 2012, Common Ground Publishing.

  • M. Dornhöfer, A. Holland, M. Fathi
    Knowledge Based Innovation Detection and Control Framework to Foster Scientific Research Projects in Material Science
    Proceeding of the 2012 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2012), Seol, Korea, October 2012.
    [Link] [Scholar]
    [BibTex]
    @inproceedings{dornhofer2012knowledge,
    title={Knowledge Based Innovation Detection and Control Framework to Foster Scientific Research Projects in Material Science},
    author={Dornh{\"o}fer, Mareike and Holland, Alexander and Fathi, Madjid},
    booktitle={2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)},
    pages={3197--3202},
    year={2012},
    organization={IEEE}
    }


  • A. Klahold, M. Dornhöfer, M. Fathi
    Computer Aided Writing – A Framework Supporting Research Tasks, Topic Recommendations and Text Readability
    Neural Information Processing, Lecture Notes in Computer Science, Vol. 7667, pp 205-212, ISBN 978-3-642-34499-2 , Springer, 2012
    [Link] [Scholar]
    [BibTex]
    @inproceedings{klahold2012computer,
    title={Computer Aided Writing--A Framework Supporting Research Tasks, Topic Recommendations and Text Readability},
    author={Klahold, Andr{\'e} and Dornh{\"o}fer, Mareike and Fathi, Madjid},
    booktitle={International Conference on Neural Information Processing},
    pages={205--212},
    year={2012},
    organization={Springer}
    }


  • M. Dornhöfer, M. Fathi
    InKnowE: Enhanced Product Innovation by Application of Knowledge Management, Knowledge Networks, Business Intelligence, Web and Social Analytics
    Proceedings of LWA 2012, TU Dortmund, Germany, 12 -1 4 September 2012

  • S. T. Mol, G. Kismihok, F. Ansari, M. Dornhöfer
    Integrating Knowledge Management in the context of Evidence Based Learning: Two concept models for facilitating the assessment and acquisition of job knowledge
    Integration of Practice-Oriented Knowledge Technology: Trends and Prospectives, ISBN 978-3-642-34470-1, 2013
    [Link]

  • M. Bohlouli, F. Schulz, L. Angelis, D. Pahor, I. Brandic, D. Atlan, R. Tate
    Towards an Integrated Platform for Big Data Analysis
    International Conference on Integrated Systems Design and Technology (ISDT12), 2012, Spain.
    (Most downloaded chapter of the book)

    [Link] [Scholar]
    [BibTex]
    @incollection{bohlouli2013towards,
    title={Towards an integrated platform for big data analysis},
    author={Bohlouli, Mahdi and Schulz, Frank and Angelis, Lefteris and Pahor, David and Brandic, Ivona and Atlan, David and Tate, Rosemary},
    booktitle={Integration of practice-oriented knowledge technology: Trends and prospectives},
    pages={47--56},
    year={2013},
    publisher={Springer}
    }


  • M. Bohlouli, F. Ansari, M. Fathi
    Design and Realization of Competence Profiling Tool for Effective Selection of Professionals in Maintenance Management
    In: Proceeding of the 2012 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2012), Seol, Korea, October 2012.
    [Link] [Scholar]
    [BibTex]
    @inproceedings{bohlouli2012design,
    title={Design and realization of competence profiling tool for effective selection of professionals in maintenance management},
    author={Bohlouli, Mahdi and Ansari, Fazel and Fathi, Madjid},
    booktitle={2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)},
    pages={2195--2200},
    year={2012},
    organization={IEEE}
    }


  • S. Dienst, P. Uhr, A. Klahold, M. Fathi, A. Lindner, M. Abramovici
    Concept for Improving Industrial Goods via Contextual Knowledge Provision
    In: Proceedings of the 12th International Conference on Knowledge Management and Knowledge Technologies (IKnow2012)
    [Link] [Scholar]
    [BibTex]
    @inproceedings{dienst2012concept,
    title={Concept for improving industrial goods via contextual knowledge provision},
    author={Dienst, Susanne and Uhr, Patrick and Fathi, Madjid and Klahold, Andr{\'e} and Abramovici, Michael and Lindner, Andreas},
    booktitle={Proceedings of the 12th International Conference on Knowledge Management and Knowledge Technologies},
    pages={1--8},
    year={2012}
    }


  • P. Uhr, S. Dienst, A. Klahold, M. Fathi
    Kontextbasierte Bereitstellung von Textdokumenten im Produktverbesserungsprozess*
    In: Journal wt Werkstattstechnik online, 7/8 2012, Springer-VDI-Verlag GmbH & Co. KG, Düsseldorf, pages 528-534

  • M. Bohlouli, F. Merges, M. Fathi
    A Cloud-based Conceptual Framework for Knowledge Integration in Distributed Enterprises
    2012 IEEE International Conference on Electro/Information Technology, IEEE EIT 2012, Indianapolis, May 6-8, 2012

  • M. Khobreh, F. Ansari, M. Fathi
    Modeling Knowledge and Innovation Driven Strategies for Effective Monitoring and Controlling of Key Urban Health Indicators
    Advances in Intelligent and Soft Computing, Vol. 126, , Khine Soe Thaung(Ed.),pp.279-285, ISBN 978-3-642-25907-4, Springer,2012
    [Link] [Scholar]
    [BibTex]
    @incollection{khobreh2012modeling,
    title={Modeling Knowledge and Innovation Driven Strategies for Effective Monitoring and Controlling of Key Urban Health Indicators},
    author={Khobreh, Marjan and Ansari-Ch, Fazel and Fathi, Madjid},
    booktitle={Advanced Information Technology in Education},
    pages={279--285},
    year={2012},
    publisher={Springer}
    }


  • M. Baniassadi, B. Mortazavi, H. Amani Hamedani, H. Garmestani, S. Ahzia, M. Fathi, D. Ruch, M. Khaleel
    Three-dimensional reconstruction and homogenization of heterogeneous materials using statistical correlation functions and FEM
    Computational Materials Science, Volume 51, Issue 1, January 2012, pp. 372-379
    [Link] [Scholar]
    [BibTex]
    @article{baniassadi2012three,
    title={Three-dimensional reconstruction and homogenization of heterogeneous materials using statistical correlation functions and FEM},
    author={Baniassadi, Majid and Mortazavi, Behzad and Hamedani, H Amani and Garmestani, Hamid and Ahzi, Said and Fathi-Torbaghan, Madjid and Ruch, David and Khaleel, M},
    journal={Computational Materials Science},
    volume={51},
    number={1},
    pages={372--379},
    year={2012},
    publisher={Elsevier}
    }


2011

  • S. Nasiri, M. M. Sepehri, M. Khobreh
    Utilizing Acquired Healthcare Knowledge, Based on Using Electronic Health Records
    in Information Quality in e-Health, Lecture Notes in Computer Science, Holzinger, A. and Simonic, K.M.(Eds.), Springer (2011)
    [Link]

  • M. Dornhöfer, M. Fathi, A. Holland
    Applying Rules for Representing and Reasoning of Objective Product Use Information Exemplarily for Injection Molding Machines
    International Conference on Informatics Engineering & Information Science, ICIEIS 2011, University Technology Malaysia, Malaysia, November 14-16, 2011, pp. 616-623, ISBN: 978-3-642-25453-6, Springer, 2011
    [Link]

  • M. Dornhöfer, M. Fathi, A. Holland
    Evaluation of Advanced Knowledge Representation Methods for Reasoning from Product Use Information
    LWA 2011, Otto-von-Guericke Univerysity of Magdeburg, Germany, September 28-30, 2011
    [Link]

  • F. Merges, M. Fathi
    A new method for readability testing of drug consumer information to increase drug safety
    11th International Conference on Knowledge Management and Knowledge Technologies, 7-9 September 2011,Graz, Austria
    [Link] [Scholar]
    [BibTex]
    @inproceedings{merges2011new,
    title={A new method for readability testing of drug consumer information to increase drug safety},
    author={Merges, Fabian and Fathi, Madjid},
    booktitle={Proceedings of the 11th International Conference on Knowledge Management and Knowledge Technologies},
    pages={1--4},
    year={2011}
    }


  • S. Dienst, M. Fathi, A. Lindner, M. Abramovici
    A Conceptual Data Management Model of a Feedback Assistance System to Support Product Improvment
    2011 IEEE International Conference on Systems, Man and Cybernetics (IEEE SMC 2011), October 9-12, Anchorage, Alaska, 2011
    [Link] [Scholar]
    [BibTex]
    @inproceedings{dienst2011conceptual,
    title={A conceptual data management model of a feedback assistance system to support product improvement},
    author={Dienst, Susanne and Fathi, Madjid and Abramovici, Michael and Lindner, Andreas},
    booktitle={2011 IEEE International Conference on Systems, Man, and Cybernetics},
    pages={446--451},
    year={2011},
    organization={IEEE}
    }


  • M. Abramovici, A. Lindner, F. Walde, S.Dienst, M. Fathi
    Decision support for improving the design of hydraulic systems by leading feedback into product development
    In: Proceedings of the 18th International Conference on Engineering Design 2011 (ICED11), pp. 1-10, Vol. 9, 15.-18. August 2011 at Denmark Technical University, Kopenhagen, Denmark, 2011, ISBN 978-1-904670-32-2.
    [Link] [Scholar]
    [BibTex]
    @inproceedings{abramovici2011decision,
    title={Decision support for improving the design of hydraulic systems by leading feedback into product development},
    author={Abramovici, Michael and Lindner, Andreas and Walde, Florian and Fathi, Madjid and Dienst, Susanne and others},
    booktitle={DS 68-9: Proceedings of the 18th International Conference on Engineering Design (ICED 11), Impacting Society through Engineering Design, Vol. 9: Design Methods and Tools pt. 1, Lyngby/Copenhagen, Denmark, 15.-19.08. 2011},
    pages={1--10},
    year={2011}
    }


  • M. Fathi, A. Holland
    Modeling Uncertainties in Advanced Knowledge Management,Article in Knowledge Discovery, Knowledge Engineering and Knowledge Management
    1st Edition, 2011, pp. 17-34,Springer, ISBN: 978-3-642-19031-5
    [Link] [Scholar]
    [BibTex]
    @inproceedings{fathi2009modeling,
    title={Modeling Uncertainties in Advanced Knowledge Management},
    author={Fathi, Madjid and Holland, Alexander},
    booktitle={International Joint Conference on Knowledge Discovery, Knowledge Engineering, and Knowledge Management},
    pages={17--34},
    year={2009},
    organization={Springer}
    }


  • M. Bohlouli, A.Holland, M. Fathi
    Knowledge Integration of Collaborative Product Design Using Cloud Computing Infrastructure
    2011 IEEE International Conference on Electro/Information Technology, IEEE EIT 2011, MN, May 15-17, 2011
    [Link] [Scholar]
    [BibTex]
    @inproceedings{bohlouli2011knowledge,
    title={Knowledge integration of collaborative product design using cloud computing infrastructure},
    author={Bohlouli, Mahdi and Holland, Alexander and Fathi, Madjid},
    booktitle={2011 IEEE INTERNATIONAL CONFERENCE ON ELECTRO/INFORMATION TECHNOLOGY},
    pages={1--8},
    year={2011},
    organization={IEEE}
    }


2010

  • M. Fathi (Ed.), A. Holland (Co-Ed.), F. Ansari (Co-Ed.), C. Weber (Co-Ed.)
    Integrated Systems, Design and Technology 2010, Knowledge Transfer in New Technologies
    1st Edition, 2011, 380 p.,Springer, ISBN: 978-3-642-17383-7
    [Link] [Scholar]
    [BibTex]
    @book{holland2011integrated,
    title={Integrated Systems, Design and Technology 2010: Knowledge Transfer in New Technologies},
    author={Holland, Alexander and Ansari, Fazel and Weber, Christian},
    year={2011},
    publisher={Springer}
    }


  • F. Ansari, S.Dienst, P. Uhr, M. Fathi
    Using Data Analysis for Discovering Improvement Potentials in Production Process
    2011 Joint IEEE International Conference on Industrial Electronics (IEEE ICIT), March 14-17, 2011, Auburn, Alabama, USA, IEEE Press, ISBN: 978-1-4244-9065-3, pp. 279-284
    1st Edition, 2011, 380 p.,Springer, ISBN: 978-3-642-17383-7
    [Link] [Scholar]
    [BibTex]
    @inproceedings{ansari2011using,
    title={Using data analysis for discovering improvement potentials in production process},
    author={Ansari-Ch, Fazel and Dienst, Susanne and Uhr, Patrick and Fathi, Madjid},
    booktitle={2011 IEEE International Conference on Industrial Technology},
    pages={281--286},
    year={2011},
    organization={IEEE}
    }


  • F. Ansari, M. Fathi, U. Seidenberg
    Evolution of Intelligent Quality Management Process Based on Using Performance Quality Indicators
    6th Conference Professional Knowledge Management: From Knowledge to Action, February 21-23, 2011, Innsbruck, Austria, Lecture Notes in Informatics (Editor Ronald Maier), Vol. P-182,Gesellschaft für Informatik, Bonn, Germany, 2011,ISBN 978-3-88579-276-5, pp. 149-160

  • S. Dienst, A. Lindner, A. Holland, M. Fathi, M. Abramovici
    Nutzungs-Szenarien eines wissensbasierten Assistenzsystems zur Entscheidungsunterstützung in der Produktverbesserung
    6th Conference Professional Knowledge Management: From Knowledge to Action, February 21-23, 2011, Innsbruck, Austria,Lecture Notes in Informatics (Editor Ronald Maier), Vol. P-182,Gesellschaft für Informatik, Bonn, Germany, 2011,ISBN 978-3-88579-276-5, pp
    [Link]

  • S. Dienst, F. Ansari, A.Holland, M.Fathi
    Applying Fusion Techniques to Graphical Methods for Knowledge Based Processing Of Product Use Information
    2nd International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2010), October 25-28, Valencia, Spain, SciTePress, 2010
    [Link] [Scholar]
    [BibTex]
    @inproceedings{dienst2010applying,
    title={Applying Fusion Techniques to Graphical Methods for Knowledge based Processing of Product use Information.},
    author={Dienst, Susanne and Ansari, Fazel and Holland, Alexander and Fathi, Madjid},
    booktitle={KMIS},
    pages={136--142},
    year={2010}
    }


  • S. Dienst, F. Ansari, A. Holland, M. Fathi
    Necessity of Using Dynamic Bayesian Networks for Feedback Analysis into Product Development
    2010 IEEE International Conference on Systems, Man and Cybernetics (IEEE SMC 2010), October 10-13, Istanbul, Turkey, IEEE Press, ISBN: 978-1-4244-6587-3, 2010
    [Link] [Scholar]
    [BibTex]
    @inproceedings{dienst2010necessity,
    title={Necessity of using Dynamic Bayesian Networks for feedback analysis into product development},
    author={Dienst, Susanne and Ansari-Ch, Fazel and Holland, Alexander and Fathi, Madjid},
    booktitle={2010 IEEE International Conference on Systems, Man and Cybernetics},
    pages={939--946},
    year={2010},
    organization={IEEE}
    }


2009

  • R. Montino
    Crystal Ball - Die Gewinnung von verwertbarer Information aus Datenobjekten mit unscharfem Zusammenhang
    Dissertation, Universität Siegen, 2009.
    [Link]

  • H. Garmestani, M. Baniassadi, D.S. Li, M. Fathi, S. Ahzi
    Semi-inverse Monte Carlo reconstruction of two-phase heterogeneous material using two-point functions
    In International Journal of Theoretical and Applied Multiscale Mechanics 2009 - Vol. 1, No.2 pp. 134 - 149
    [Link] [Scholar]
    [BibTex]
    @article{garmestani2009semi,
    title={Semi-inverse Monte Carlo reconstruction of two-phase heterogeneous material using two-point functions},
    author={Garmestani, H and Baniassadi, M and Li, DS and Fathi, M and Ahzi, S},
    journal={International journal of theoretical and applied multiscale mechanics},
    volume={1},
    number={2},
    pages={134--149},
    year={2009},
    publisher={Inderscience Publishers}
    }


  • A.Klahold, A.Holland, M.Fathi
    Computation of Asymmetrical Semantic Document Relations
    In Proceedings of the The 13th International Conference on Artificial Intelligence and Soft Computing (ASC 2009), Mallorca, Spain, September 2009

  • F. Ansari, C. Sassenberg, R. Montino, M. Fathi
    Integration of Knowledge Discovery Techniques in the Quality Management Model to Achieve Higher Target Quality
    In Proc. of the 14th IEEE International Conference on Emerging Technologies and Factory Automation, Spain, September 22-26, 2009, IEEE Press,ISBN:978-1-4244-2727-7,pages1-6.
    [Link] [Scholar]
    [BibTex]
    @inproceedings{ch2009integration,
    title={Integration of knowledge discovery techniques in the quality management model to achieve higher target quality},
    author={Ch, Fazel Ansari and Sassenberg, Christian and Fathi, Madjid and Montino, Ralf},
    booktitle={2009 IEEE Conference on Emerging Technologies \& Factory Automation},
    pages={1--6},
    year={2009},
    organization={IEEE}
    }


  • F. Ansari, A.Holland, M. Fathi
    Advanced Knowledge Management Concept for Sustainable Environmental Integration
    In Proc. of the 2009 8th IEEE International Conference on Cybernetic Intelligent Systems, Birmingham, UK, September 9-10, 2009, IEEE Press,pages 1-7.
    [Link] [Scholar]
    [BibTex]
    @inproceedings{ch2010advanced,
    title={Advanced knowledge management concept for sustainable environmental integration},
    author={Ch, Fazel Ansari and Holland, Alexander and Fathi, Madjid},
    booktitle={2010 IEEE 9th International Conference on Cyberntic Intelligent Systems},
    pages={1--7},
    year={2010},
    organization={IEEE}
    }


  • F. Ansari, M.Fathi
    Conceptual Approach for Integration of CQCS
    The 2009 International Conference on Information and Knowledge Engineering, IKE, July 13-16, Las Vegas, USA, 2009, CSREA Press, ISBN: 1-60132-114-7, 1-60132-115-5, pp.627- 631.

  • F. Ansari, M. Khobreh, S. Nasiri, M. Fathi
    Knowledge Management Support for Quality Management to Achieve Higher Customer Satisfaction
    In Proc. of the 2009 IEEE International Conference on Electro/Information Technology,IEEE EIT 2009, Windsor, Ontario, Canada, June 7-9, 2009. IEEE Press, ISBN:978-1-4244-3355,pages 78-83.
    [Link] [Scholar]
    [BibTex]
    @inproceedings{ch2009knowledge,
    title={Knowledge Management support for Quality Management to achieve higher customer satisfaction},
    author={Ch, Fazel Ansari and Khobreh, Marjan and Nasiri, Sara and Fathi, Madjid},
    booktitle={2009 IEEE International Conference on Electro/Information Technology},
    pages={78--83},
    year={2009},
    organization={IEEE}
    }


  • C. Sassenberg, C. Weber, M. Fathi, R. Montino
    A Data Mining based Knowledge Management Approach for the Semiconductor Industry
    In Proc. of the 2009 IEEE International Conference on Electro/Information Technology,IEEE EIT 2009, Windsor, Ontario, Canada, June 7-9, 2009.IEEE Press, ISBN:978-1-4244-3355,pages 72-77.
    [Link] [Scholar]
    [BibTex]
    @inproceedings{sassenberg2009data,
    title={A data mining based knowledge management approach for the semiconductor industry},
    author={Sassenberg, Christian and Weber, Christian and Fathi, Madjid and Montino, Ralf},
    booktitle={2009 IEEE International Conference on Electro/Information Technology},
    pages={72--77},
    year={2009},
    organization={IEEE}
    }


  • A. Holland, M. Fathi, M. Abramovici, M. Neubach
    Knowledge-Based Feedback of Product Use Information into Product Development
    17th Int. Conf. on Engineering Design, ICED 2009, Aug. 24-27, 2009, Stanford University, USA. (Akzeptiertes Paper)
    [Link] [Scholar]
    [BibTex]
    @inproceedings{abramovici2009knowledge,
    title={Knowledge-based feedback of product use information into product development},
    author={Abramovici, Michael and Neubach, Manuel and Fathi, Madjid and Holland, Alexander and others},
    booktitle={DS 58-8: Proceedings of ICED 09, the 17th International Conference on Engineering Design, Vol. 8, Design Information and Knowledge, Palo Alto, CA, USA, 24.-27.08. 2009},
    pages={227--238},
    year={2009}
    }


  • A.Klahold
    Empfehlungssysteme
    In Vieweg-Teubner-Verlag, Pages: 1– 188, ISBN 978-3834805683 Wiesbaden, Februar 2009
    [Link]

2008

  • A. Holland
    Transformation of Graphical Models to Support Knowledge Transfer
    Dissertation, Universität Siegen, 2008.
    [Link]

  • A. Holland, M. Fathi, M. Abramovici, M. Neubach
    Enhancing a PLM System in Regard to the Integrated Management of Product Item and Product Type Data
    In Proc. of the Int. Conf. on Systems, Man and Cybernetics, IEEE SMC 2008, Oct. 12-15, 2008, Singapore. IEEE Press, 2008

  • S. Berlik, M. Fathi, U. Kelter
    Cooperative Algorithm Engineering Workbench
    In Proc. of the Int. Conf. on Systems, Man and Cybernetics, IEEE SMC 2008, Oct. 12-15, 2008, Singapore, IEEE Press, 2008

  • A. Holland, M. Fathi, M. Abramovici, M. Neubach
    Competing Fusion for Bayesian Applications
    In Proc. of the 12th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2008), June 2008, Malaga, Spain, ISBN: 978-84-612-3061-7, pages 378-385
    [Link] [Scholar]
    [BibTex]
    @inproceedings{abramovici2008competing,
    title={Competing fusion for bayesian applications},
    author={Abramovici, Michael and Neubach, Manuel and Fathi, Madjid and Holland, Alexander},
    booktitle={Proceedings of IPMU},
    volume={8},
    pages={379},
    year={2008},
    organization={Citeseer}
    }


  • M. Safdari, M. Baniasadi, M. Fathi
    A Monte Carlo Approach for Studying the Behavior of Natural and Bio-inspired Fibrillar Adhesive Pads
    In Advances in Heterogeneous Material Mechanics (ICHMM-2008), 2008, DEstech Publications Inc., ISBN:1932078800, pp 598 - 601

  • A. Holland, M. Fathi, M. Abramovici, M. Neubach
    PLM-basiertes Integrationskonzept für die Rückführung von Produktnutzungsinformationen in die Produktentwicklung
    In: Journal wt Werkstattstechnik online, 7/8 2008, Springer-VDI-Verlag, Düsseldorf, ISSN: 1436-4980, pages 561-567

  • M. Abramovici, M. Fathi, A. Holland, M. Neubach
    Integration of Product Use Information into PLM
    In Proc. of the 15th CIRP International Conference on Life Cycle Engineering, The University of New South Wales, Sydney, Australia, 17-19 March 2008, ISBN: 1877040673, pages 438-443
    [Link] [Scholar]
    [BibTex]
    @inproceedings{abramovici2008integration,
    title={Integration of product use information into PLM},
    author={Abramovici, Michael and Fathi, Madjid and Holland, Alexander and Neubach, Manuel and others},
    booktitle={LCE 2008: 15th CIRP International Conference on Life Cycle Engineering: Conference Proceedings},
    pages={438},
    year={2008},
    organization={CIRP}
    }


  • S. Berlik, M. Fathi
    Foundations of Directed Evolutionary Algorithms
    Journal IEEE Transactions on Evolutionary Computation (in review)

  • C. Sassenberg, C. Weber, M. Fathi, A. Holland, R. Montino
    Feature Selection for Improving the Usability of Classification Results of High-Dimensional Data
    The 2008 International Conference on Data Mining, DMIN, July 14-17, Las Vegas, USA, 2008
    [Link] [Scholar]
    [BibTex]
    @inproceedings{sassenberg2008feature,
    title={Feature Selection for Improving the Usability of Classification Results of High-Dimensional Data.},
    author={Sassenberg, Christian and Weber, Christian and Fathi, Madjid and Holland, Alexander and Montino, Ralf},
    booktitle={DMIN},
    pages={197--201},
    year={2008}
    }


  • T. Schmidt, H. Peuser, M.Fathi
    A Seamless, Context-Oriented Knowledge Management Approach Based on Topic Maps
    The 2008 International Conference on Information and Knowledge Engineering, IKE, July 14-17, Las Vegas, USA, 2008

  • M. Abramovici, M. Fathi, A. Holland, M. Neubach
    Integration von Feedbackdaten aus der Produktnutzungsphase im Rahmen des PLM-Konzepts
    Multikonferenz Wirtschaftsinformatik 2008, MKWI, Feb. 26-28, 2008, München
    [Link]

2007

  • A. Holland, M. Fathi
    Quantitative and qualitative risk in IT portfolio management
    In Proc. of the Int. Conf. on Systems, Man and Cybernetics, IEEE SMC 2007, Oct. 7-10, 2007, Montreal, Quebec, Canada. IEEE Press, 2007
    [Link] [Scholar]
    [BibTex]
    @inproceedings{holland2007quantitative,
    title={Quantitative and qualitative risk in IT portfolio management},
    author={Holland, Alexander and Fathi, Madjid},
    booktitle={2007 IEEE International Conference on Systems, Man and Cybernetics},
    pages={3840--3847},
    year={2007},
    organization={IEEE}
    }


  • A. Holland, M. Fathi
    Improving IT project portfolio prioritization by establishing a knowledge decision map
    In 8th European Conf. on Knowledge Management, ECKM 2007, Sep. 6-7, 2007, Barcelona, Spain, 2007

  • T. Schmidt, H. Peuser
    Wissensverteilung im Controlling der Universität Siegen
    In 7th Int. Conf. on Knowledge Management, I-KNOW’07, German-Speaking Industry Track Wissensmanagement in der Öffentlichen Verwaltung, Sep. 5-7, 2007, Graz, Austria, 2007
    [Link]

  • M. Fathi, A. Holland, M. Abramovici, M. Neubach
    Advanced condition monitoring services in product lifecycle management
    In Proc. of the IEEE Int. Conf. on Information Reuse and Integration, IRI 2007, August 13-15, 2007, Las Vegas, USA. IEEE Press, 2007
    [Link] [Scholar]
    [BibTex]
    @inproceedings{fathi2007advanced,
    title={Advanced condition monitoring services in product lifecycle management},
    author={Fathi, Madjid and Holland, Alexander and Abramovici, Michael and Neubach, Manuel},
    booktitle={2007 IEEE International Conference on Information Reuse and Integration},
    pages={245--250},
    year={2007},
    organization={IEEE}
    }


  • H. Peuser, T. Schmidt, A. Holland, M. Fathi
    Potentials of an integration of PPM and APM by evaluation of application project risks
    In Hewlett Packard Software University Association Workshop 2007, HP-SUA 2007, July 8-11, 2007, Leibniz Computing Center of the Bavarian Academy of Sciences and Humanities, Garching/Munich, Germany

  • M. Fathi, A. Holland, R. Montino, H. Peuser, T. Schmidt
    Calculating risk of integration relations in application landscapes
    In Proc. of the IEEE 2007 Electro/Information Technology Conference, eIT 2007, May 17-20, 2007, Chicago, USA. IEEE Press, 2007
    [Link]

2006

  • A. Holland, M. Fathi
    Establish business feedback cycles as enhancement of the support knowledge engineering process
    In The 6th Int. Conf. on Practical Aspects of Knowledge Management, PAKM 2006, Nov. 30 – Dec. 1, 2006, Vienna, Austria, Lecture Notes in Artificial Intelligence, Vol. 4333, 2006. Springer-Verlag Berlin Heidelberg, 2006

  • S. Berlik, M. Fathi, A. Holland
    Advances in optimizing screw-type machines
    In Proc. of the Int. Conf. on Systems, Man and Cybernetics, IEEE SMC 2006, Oct. 8-11, 2006, Taipei, Taiwan. IEEE Press, 2006
    [Link] [Scholar]
    [BibTex]
    @inproceedings{berlik2006advances,
    title={Advances in Optimizing Screw-lype Machines},
    author={Berlik, Stefan and Fathi, Madjid and Holland, Alexander},
    booktitle={2006 IEEE International Conference on Systems, Man and Cybernetics},
    volume={6},
    pages={5147--5151},
    year={2006},
    organization={IEEE}
    }


  • A. Holland, M. Fathi, S. Berlik
    Rule-based compilation of decision networks
    In Proc. of the Int. Conf. on Systems, Man and Cybernetics, IEEE SMC 2006, Oct. 8-11, 2006, Taipei, Taiwan. IEEE Press, 2006

  • M. Fathi, A. Holland
    Analysis and transformation of graphical models
    In Int. Journal of Computational Intelligence, Theory and Practice, Vol.1, No.1. IJCITP Publications, 2006

  • A. Holland, M. Fathi
    Dynamic information granulation and information processing with imprecision and uncertainty
    In Proc. of the 5th Int. Conf. on Engineering Computational Technology, ECT 2006, Sep. 12-15, 2006, Las Palmas, Spain. Civil-Comp Press, 2006

  • A. Holland, M. Fathi
    A sharepoint portal server solution for conceptualizing and evaluating IT service processes
    In Proc. of the 7th European Conf. on Knowledge Management, ECKM 2006, Sep. 4-5, 2006, Budapest, Hungary

  • A. Holland, M. Fathi
    A framework for the rule-based compilation of decision networks
    In Proc. of the 4th IEEE Int. Conf. on Computational Cybernetics, ICCC 2006, Aug. 20-22, 2006, Tallinn, Estonia. IEEE Press, 2006
    [Link] [Scholar]
    [BibTex]
    @inproceedings{holland2006framework,
    title={A Framework for the Rule-Based Compilation of Decision Networks},
    author={Holland, Alexander and Fathi, Madjid},
    booktitle={2006 IEEE International Conference on Computational Cybernetics},
    pages={1--5},
    year={2006},
    organization={IEEE}
    }


  • A. Holland, M. Fathi
    Experience fusion as integration of distributed structured knowledge
    In Proc. of the World Automation Congress, WAC 2006, July 24-26, 2006, Budapest, Hungary, in: 6th Int. Symposium on Soft Computing for Industry
    [Link] [Scholar]
    [BibTex]
    @inproceedings{holland2006experience,
    title={Experience fusion as integration of distributed structured knowledge},
    author={Holland, Alexander and Fathi, Madjid},
    booktitle={2006 World Automation Congress},
    pages={1--8},
    year={2006},
    organization={IEEE}
    }


  • A. Holland, M. Fathi
    Adaption and integration of IT service processes through project and system information
    In Proc. of the 6th Int. Conf. on Knowledge, Culture & Change in Organisations, KKCO 2006, July 11-14, Prato, Tuskany, Italy

  • L. Schuster, B. Irnich, M. Grond, M. Fathi, S. Berlik, A. Holland, J. Reul
    MRT Diffusionsbildgebung vor und nach neurointerventionellen Eingriffen
    In Proc. of Deutscher Neurologen und Neuroradiologen-Kongress (Neurowoche), Manheim, Germany, 2006

  • A. Holland, M. Fathi, S. Berlik
    Representation techniques for distributed knowledge models
    In Proc. of the Int. Conf. on Artificial Intelligence, ICAI 2006, June 26-29, 2006, Las Vegas, USA. CSREA Press, USA, 2006
    [Link] [Scholar]
    [BibTex]
    @article{hollandarepresentation,
    title={REPRESENTATION TECHNIQUES FOR DISTRIBUTED KNOWLEDGE MODELS},
    author={Hollanda, Alexander and Fathib, Madjid and Berlikc, Stefan},
    publisher={Citeseer}
    }


  • S. Berlik, M. Fathi, A. Holland
    Inter- and intragenerational mutation shape adaptation
    In Proc. of the Int. Conf. on Artificial Intelligence, ICAI 2006, June 26-29, 2006, Las Vegas, USA. CSREA Press, USA, 2006
    [Link] [Scholar]
    [BibTex]
    @inproceedings{berlik2006inter,
    title={Inter-and Intragenerational Mutation Shape Adaptation.},
    author={Berlik, Stefan and Fathi, Madjid and Holland, Alexander},
    booktitle={IC-AI},
    pages={191--197},
    year={2006}
    }


  • A. Holland, M. Fathi
    Information and communication technology architecture models for the service level management
    In Proc. of the Knowledge Management Int. Conf. and Exhibition, KMICE 2006, June 6-8, 2006, Kuala Lumpur, Malaysia
    [Link] [Scholar]
    [BibTex]
    @article{holland2006information,
    title={Information and communication technology architecture models for the service level management},
    author={Holland, Alexander and Fathi, Madjid},
    year={2006},
    publisher={Citeseer}
    }


  • A. Holland, M. Fathi
    A portal concept for the integration and fusion of distributed knowledge in the nanotechnology
    In Proc. of the 6th IEEE Int. Conf. on Electro and Information Technology, EIT 2006, May 7-10, 2006, Michigan State University, USA. IEEE Press, 2006
    [Link]

  • A. Holland, M. Fathi
    Concurrent fusion via sampling and linOP-aggregation for medical data
    In The 3rd Int. Conf. on Modeling Decisions for Artificial Intelligence, MDAI 2006, Apr. 3-5, 2006, Tarragona, Catalonia, Spain, Lecture Notes in Artificial Intelligence, Vol. 3885, 2006. Springer-Verlag Berlin Heidelberg, 2006

  • A. Holland, M. Fathi
    Automatic fuzzy decision network transformation
    In Proc. of the 5th Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases, AIKED 2006, Feb. 15-17, 2006, Universidad de Alcala, Madrid, Spain
    [Link] [Scholar]
    [BibTex]
    @article{holland2006automatic,
    title={Automatic fuzzy decision network transformation.},
    author={Holland, Alexander and Fathi, Madjid},
    journal={WSEAS Transactions on Systems},
    volume={5},
    number={4},
    pages={771--775},
    year={2006},
    publisher={Citeseer}
    }


  • A. Holland, M. Fathi
    Structure learning methods for the integration of distributed knowledge
    In Proc. of the 11th Int. CSI Computer Conference, CSICC 2006, Jan. 24-26, 2006, Teheran, Iran

  • A. Holland, M. Fathi, W. Merzenich
    Business service management and business process oriented knowledge management
    In Proc. of the 3rd Workshop on Information Technology & Disciplines, WITID 2006, Jan. 16-18, 2006, Isfahan, Iran

2005

  • A. Holland, M. Fathi
    Creating graphical models as representation of personalized skill profiles
    In Proc. of the Int. Conf. on Systems, Man and Cybernetics, IEEE SMC 2005, Oct. 10-12, 2005, Hawaii, USA. IEEE Press, 2005
    [Link] [Scholar]
    [BibTex]
    @inproceedings{holland2005creating,
    title={Creating graphical models as representation of personalized skill profiles},
    author={Holland, Alexander and Fathi, Madjid},
    booktitle={2005 IEEE international conference on systems, man and cybernetics},
    volume={1},
    pages={560--565},
    year={2005},
    organization={IEEE}
    }


  • A. Holland, K.-M. Peitzsch
    Learning skills from data based on XML structured qualification profiles
    In 5th Int. Conf. on Knowledge Management, I-KNOW’05, June 29 – July 1, 2005, Graz, Austria, 2005
    [Link]