Publications of our institute

@misc{aburasheed2024experimental,
      title={Experimental Interface for Multimodal and Large Language Model Based Explanations of Educational Recommender Systems}, 
      author={Hasan Abu-Rasheed and Christian Weber and Madjid Fathi},
      year={2024},
      eprint={2402.07910},
      archivePrefix={arXiv},
      primaryClass={cs.HC}
}

@misc{aburasheed2024supporting,
      title={Supporting Student Decisions on Learning Recommendations: An LLM-Based Chatbot with Knowledge Graph Contextualization for Conversational Explainability and Mentoring}, 
      author={Hasan Abu-Rasheed and Mohamad Hussam Abdulsalam and Christian Weber and Madjid Fathi},
      year={2024},
      eprint={2401.08517},
      archivePrefix={arXiv},
      primaryClass={cs.AI}
}

@inproceedings{zenkert2024taxonomy,
  title={Taxonomy Mining from a Smart City CMS using the Multidimensional Knowledge Representation Approach},
  author={Zenkert, Johannes and Fathi, Madjid},
  booktitle={2024 IEEE 14th Annual Computing and Communication Workshop and Conference (CCWC)},
  pages={0257--0261},
  year={2024},
  organization={IEEE}
}

@inproceedings{zenkert2023practice,
  title={Practice-Oriented Approaches for Information and Metadata Management in a Content Management System-Learnings from the Smart City Project LOKAL-digital},
  author={Zenkert, Johannes and Fathi, Madjid},
  booktitle={2023 International Conference on Electrical, Computer and Energy Technologies (ICECET)},
  pages={1--6},
  year={2023},
  organization={IEEE}
}

@article{nadeem2023kirett,
  title={KIRETT: Knowledge-Graph-Based Smart Treatment Assistant for Intelligent Rescue Operations},
  author={Nadeem, Mubaris and Zenkert, Johannes and Bender, Lisa and Weber, Christian and Fathi, Madjid},
  booktitle={LWDA 2023, CEUR-Workshop-Proceedings, Marburg, Germany},
  year={2023}
}

@INPROCEEDINGS{10293699,
  author={Zenkert, Johannes and Fathi, Madjid},
  booktitle={2023 IEEE International Smart Cities Conference (ISC2)}, 
  title={An Overview of the Learning Capability and Adaptability of a Digital Consulting Assistant in WordPress CMS for the Smart City Domain}, 
  year={2023},
  volume={},
  number={},
  pages={1-5},
  doi={10.1109/ISC257844.2023.10293699}}

@INPROCEEDINGS {10260850,
author = {H. Abu-Rasheed and M. Dornhofer and C. Weber and G. Kismihok and U. Buchmann and M. Fathi},
booktitle = {2023 IEEE International Conference on Advanced Learning Technologies (ICALT)},
title = {Building Contextual Knowledge Graphs for Personalized Learning Recommendations Using Text Mining and Semantic Graph Completion},
year = {2023},
volume = {},
issn = {},
pages = {36-40},
abstract = {Modelling learning objects (LO) within their context enables the learner to advance from a basic, remembering-level, learning objective to a higher-order one, i.e., a level with an application- and analysis objective. While hierarchical data models are commonly used in digital learning platforms, using graph-based models enables representing the context of LOs in those platforms. This leads to a foundation for personalized recommendations of learning paths. In this paper, the transformation of hierarchical data models into knowledge graph (KG) models of LOs using text mining is introduced and evaluated. We utilize custom text mining pipelines to mine semantic relations between elements of an expert-curated hierarchical model. We evaluate the KG structure and relation extraction using graph quality-control metrics and the comparison of algorithmic semantic-similarities to expert-defined ones. The results show that the relations in the KG are semantically comparable to those defined by domain experts, and that the proposed KG improves representing and linking the contexts of LOs through increasing graph communities and betweenness centrality.},
keywords = {text mining;measurement;learning systems;semantics;pipelines;knowledge graphs;metadata},
doi = {10.1109/ICALT58122.2023.00016},
url = {https://doi.ieeecomputersociety.org/10.1109/ICALT58122.2023.00016},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
month = {jul}
}

@INPROCEEDINGS{10187320,
  author={Nadeem, Mubaris and Zenkert, Johannes and Weber, Christian and Fathi, Madjid and Hamza, Muhammad},
  booktitle={2023 IEEE International Conference on Electro Information Technology (eIT)},
  title={Smart UX-design for Rescue Operations Wearable - A Knowledge Graph Informed Visualization Approach for Information Retrieval in Emergency Situations}, 
  year={2023},
  volume={},
  number={},
  pages={180-185},
  doi={10.1109/eIT57321.2023.10187320}}

@INPROCEEDINGS{10187390,
  author={Weber, Christian and Czerner, Peter and Fathi, Madjid},
  booktitle={2023 IEEE International Conference on Electro Information Technology (eIT)}, 
  title={Digit-DM: A Sustainable Data Mining Modell for Continuous Digitization in Manufacturing}, 
  year={2023},
  volume={},
  number={},
  pages={197-202},
  doi={10.1109/eIT57321.2023.10187390}}

@INPROCEEDINGS{9922361,  
author={Zenkert, Johannes and Weber, Christian and Nadeem, Mubaris and Bender, Lisa and Fathi, Madjid and Ahammed, Abu Shad and Ezekiel, Aniebiet Micheal and Obermaisser, Roman and Bradford, Maximilian},  
booktitle={2022 IEEE International Smart Cities Conference (ISC2)},   
title={KIRETT - A wearable device to support rescue operations using artificial intelligence to improve first aid},   
year={2022},  
volume={},  
number={},  
pages={1-4},  
doi={10.1109/ISC255366.2022.9922361}}

@INPROCEEDINGS{9921847,  
author={Zenkert, Johannes and Karl, Daniel and Dornhöfer, Mareike and Fathi, Madjid and Becker, Christine},  
booktitle={2022 IEEE International Smart Cities Conference (ISC2)},   
title={LOKAL-digital - Smart Knowledge Management for Housing, Care and Health},   
year={2022},  
volume={},  
number={},  
pages={1-4},  
doi={10.1109/ISC255366.2022.9921847}}

@INPROCEEDINGS{9813992,
  author={Weber, Christian and Abu-Rasheed, Hasan and Fathi, Madjid},
  booktitle={2022 IEEE International Conference on Electro Information Technology (eIT)}, 
  title={Adding Context to Industry 4.0 Analytics: A New Document Driven Knowledge Graph Construction and Contextualization Approach}, 
  year={2022},
  volume={},
  number={},
  pages={550-555},
  doi={10.1109/eIT53891.2022.9813992}}

@INPROCEEDINGS{9813920,  
author={Klahold, André and Fathi, Madjid and Zenkert, Johannes},  
booktitle={2022 IEEE International Conference on Electro Information Technology (eIT)},   
title={Society 5.0 illustrated by the example of Computer Aided Journalism},   
year={2022},  
volume={},  
number={},  
pages={504-506},  
doi={10.1109/eIT53891.2022.9813920}}

@INPROCEEDINGS{9491836,
author={Stich, Peter and Busch, Rebecca and Wahl, Michael and Weber, Christian and Fathi, Madjid},
booktitle={2021 IEEE International Conference on Electro Information Technology (EIT)}, 
title={Branch selection and data optimization for selecting machines for processes in semiconductor manufacturing using AI-based predictions}, 
year={2021},
volume={},
number={},
pages={1-6},
doi={10.1109/EIT51626.2021.9491836}}

@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}}

@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}}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@inproceedings{weber2015studio,
title={Studio: Ontology-Based Educational Self-Assessment.},
author={Weber, Christian and Vas, R{\'e}ka},
booktitle={EDM (Workshops)},
year={2015}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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},}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@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}
}

@article{hollandarepresentation,
title={REPRESENTATION TECHNIQUES FOR DISTRIBUTED KNOWLEDGE MODELS},
author={Hollanda, Alexander and Fathib, Madjid and Berlikc, Stefan},
publisher={Citeseer}
}

@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}
}

@article{holland2006information,
title={Information and communication technology architecture models for the service level management},
author={Holland, Alexander and Fathi, Madjid},
year={2006},
publisher={Citeseer}
}

@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}
}

@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}
}