Madjid Fathi
Orcid: 0000-0002-7602-9593Affiliations:
- University of Siegen, Germany
According to our database1,
Madjid Fathi
authored at least 137 papers
between 1992 and 2024.
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Bibliography
2024
Experimental Interface for Multimodal and Large Language Model Based Explanations of Educational Recommender Systems.
CoRR, 2024
Supporting Student Decisions on Learning Recommendations: An LLM-Based Chatbot with Knowledge Graph Contextualization for Conversational Explainability and Mentoring.
Proceedings of the Joint Proceedings of LAK 2024 Workshops co-located with 14th International Conference on Learning Analytics and Knowledge (LAK 2024), 2024
Comparing Knowledge Source Integration Methods for Optimizing Healthcare Knowledge Fusion in Rescue Operation.
Proceedings of the 7th IEEE International Conference on Industrial Cyber-Physical Systems, 2024
Proceedings of the IEEE International Conference on Electro Information Technology, 2024
KIRETT: Smart Integration of Vital Signs Data for Intelligent Decision Support in Rescue Scenarios.
Proceedings of the IEEE International Conference on Electro Information Technology, 2024
Knowledge Graphs as Context Sources for LLM-Based Explanations of Learning Recommendations.
Proceedings of the IEEE Global Engineering Education Conference, 2024
Taxonomy Mining from a Smart City CMS using the Multidimensional Knowledge Representation Approach.
Proceedings of the 14th IEEE Annual Computing and Communication Workshop and Conference, 2024
Proceedings of the IEEE World AI IoT Congress, 2024
2023
Context based learning: a survey of contextual indicators for personalized and adaptive learning recommendations. A pedagogical and technical perspective.
CoRR, 2023
KIRETT: Knowledge-Graph-Based Smart Treatment Assistant for Intelligent Rescue Operations.
Proceedings of the Lernen, 2023
An Overview of the Learning Capability and Adaptability of a Digital Consulting Assistant in WordPress CMS for the Smart City Domain.
Proceedings of the IEEE International Smart Cities Conference, 2023
Building Contextual Knowledge Graphs for Personalized Learning Recommendations Using Text Mining and Semantic Graph Completion.
Proceedings of the IEEE International Conference on Advanced Learning Technologies, 2023
Digit-DM: A Sustainable Data Mining Modell for Continuous Digitization in Manufacturing.
Proceedings of the IEEE International Conference on Electro Information Technology, 2023
Smart UX-design for Rescue Operations Wearable - A Knowledge Graph Informed Visualization Approach for Information Retrieval in Emergency Situations.
Proceedings of the IEEE International Conference on Electro Information Technology, 2023
Pedagogically-Informed Implementation of Reinforcement Learning on Knowledge Graphs for Context-Aware Learning Recommendations.
Proceedings of the Responsive and Sustainable Educational Futures, 2023
Supporting Remote Students Through Utilizing Web-Based Exercise-Templates and a Mobile Learning Chatbot for Creating and Interacting with Learning Materials.
Proceedings of the Responsive and Sustainable Educational Futures, 2023
2022
Transferrable Framework Based on Knowledge Graphs for Generating Explainable Results in Domain-Specific, Intelligent Information Retrieval.
Informatics, 2022
KIRETT - A wearable device to support rescue operations using artificial intelligence to improve first aid.
Proceedings of the IEEE International Smart Cities Conference, 2022
Proceedings of the IEEE International Smart Cities Conference, 2022
Proceedings of the 2022 IEEE International Conference on Electro Information Technology, 2022
Adding Context to Industry 4.0 Analytics: A New Document Driven Knowledge Graph Construction and Contextualization Approach.
Proceedings of the 2022 IEEE International Conference on Electro Information Technology, 2022
2021
Sensor and Component Fault Detection and Diagnosis for Hydraulic Machinery Integrating LSTM Autoencoder Detector and Diagnostic Classifiers.
Sensors, 2021
Clustering Wafer Defect Patterns Within the Semiconductor Industry Based on Wafer Maps, Using an Agile Unsupervised Deep Learning Approach.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
Explainable Job-Posting Recommendations Using Knowledge Graphs and Named Entity Recognition.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
IdentiBug: Model-Driven Visualization of Bug Reports by Extracting Class Diagram Excerpts.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
Analysis and illustration of the practical impact of Artificial Intelligence and Intelligent Personal Assistants on business processes in small- and medium-sized service enterprises.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
Current State and Latest Trends in Blockchain Technology and its Usage and the Effects on Business Use Cases.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
Explainable Graph-Based Search for Lessons-Learned Documents in the Semiconductor Industry.
Proceedings of the Intelligent Computing, 2021
Branch selection and data optimization for selecting machines for processes in semiconductor manufacturing using AI-based predictions.
Proceedings of the IEEE International Conference on Electro Information Technology, 2021
2020
DePicT Melanoma Deep-CLASS: a deep convolutional neural networks approach to classify skin lesion images.
BMC Bioinform., March, 2020
Robot Semantic Protocol (RoboSemProc) for Semantic Environment Description and Human-Robot Communication.
Int. J. Soc. Robotics, 2020
Knowledge Integration of Collaborative Product Design Using Cloud Computing Infrastructure.
CoRR, 2020
A Text Extraction-Based Smart Knowledge Graph Composition for Integrating Lessons Learned During the Microchip Design.
Proceedings of the Intelligent Systems and Applications, 2020
Yield prediction in semiconductor manufacturing using an AI-based cascading classification system.
Proceedings of the 2020 IEEE International Conference on Electro Information Technology, 2020
2019
Knowledge representation and management based on an ontological CBR system for dementia caregiving.
Neurocomputing, 2019
An Efficient Alternative for Modeling Spatial Prepositions with RDF Helper Nodes Based on the Environment Perception of a Mobile Robot.
Proceedings of the 28th IEEE International Symposium on Industrial Electronics, 2019
ICDOI-The use of "Knowledge Discovery from Text" to analyze the inner-city distribution of interests over time.
Proceedings of the 2019 IEEE International Smart Cities Conference, 2019
A data-driven Smart City Transformation Model utilizing the Green Knowledge Management Cube.
Proceedings of the 2019 IEEE International Smart Cities Conference, 2019
Optimized Automotive Fault-Diagnosis based on Knowledge Extraction from Web Resources.
Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019
ADISTES Ontology for Active Diagnosis of Sensors and Actuators in Distributed Embedded Systems.
Proceedings of the 2019 IEEE International Conference on Electro Information Technology, 2019
2018
Knowledge discovery in multidimensional knowledge representation framework: An integrative approach for the visualization of text analytics results.
Iran J. Comput. Sci., 2018
Knowledge-based Production Documentation Analysis: An Integrated Text Mining Architecture.
Proceedings of the IEEE 61st International Midwest Symposium on Circuits and Systems, 2018
An Approach for Modeling Spatial Prepositions with RDF Reification and Blank Nodes Based on the Environment Perception of a Simulated Mobile Robot.
Proceedings of the IEEE 61st International Midwest Symposium on Circuits and Systems, 2018
Detect and Predict Melanoma Utilizing TCBR and Classification of Skin Lesions in a Learning Assistant System.
Proceedings of the Bioinformatics and Biomedical Engineering, 2018
Big data analytics in smart mobility: Modeling and analysis of the Aarhus smart city dataset.
Proceedings of the IEEE Industrial Cyber-Physical Systems, 2018
Towards Extractive Text Summarization Using Multidimensional Knowledge Representation.
Proceedings of the 2018 IEEE International Conference on Electro/Information Technology, 2018
An Approach for Instant Conversion of Sensory Data of a Simulated Sensor of a Mobile Robot into Semantic Information.
Proceedings of the 2018 IEEE International Conference on Electro/Information Technology, 2018
2017
Improving CBR adaptation for recommendation of associated references in a knowledge-based learning assistant system.
Neurocomputing, 2017
Competence assessment as an expert system for human resource management: A mathematical approach.
Expert Syst. Appl., 2017
Developing a Prototype of Case-based System Utilizing Fuzzy Sets to Detect Faults of Injection Molding Process.
Proceedings of the Tagungsband der 9. Konferenz Professionelles Wissensmanagement (Professional Knowledge Management), 2017
Proceedings of the IEEE International Conference on Industrial Technology, 2017
Case Representation and Similarity Assessment in a Recommender System to Support Dementia Caregivers in Geriatric and Palliative Care.
Proceedings of ICCBR 2017 Workshops (CAW, 2017
An indicator for measuring sentiment and polarity: Applied knowledge discovery using online customer reviews.
Proceedings of the IEEE International Conference on Electro Information Technology, 2017
Proceedings of the 30th IEEE Canadian Conference on Electrical and Computer Engineering, 2017
Proceedings of the 30th IEEE Canadian Conference on Electrical and Computer Engineering, 2017
2016
IEEE Trans. Emerg. Top. Comput., 2016
A Framework for Enriching Job Vacancies and Job Descriptions Through Bidirectional Matching.
Proceedings of the 12th International Conference on Web Information Systems and Technologies, 2016
Discovering contextual knowledge with associated information in dimensional structured knowledge bases.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Green Knowledge Management - Eine grüne Form des Wissensmanagements.
Proceedings of the Multikonferenz Wirtschaftsinformatik, 2016
Ein Umweltwissenssystem zur semantischen Vernetzung forstwirtschaftlicher Datenquellen.
Proceedings of the Informatik in der Land-, Forst- und Ernährungswirtschaft, Fokus: Intelligente Systeme, 2016
Multidimensional knowledge representation of text analytics results in knowledge bases.
Proceedings of the 2016 IEEE International Conference on Electro Information Technology, 2016
A data warehousing system for knowledge-based structural health monitoring of wind power plant.
Proceedings of the 2016 IEEE International Conference on Electro Information Technology, 2016
2015
Knowledge discovery from social media using big data-provided sentiment analysis (SoMABiT).
J. Inf. Sci., 2015
Meta-analysis of Maintenance Knowledge Assets Towards Predictive Cost Controlling of Cyber Physical Production Systems.
Proceedings of the Machine Learning for Cyber Physical Systems, 2015
A Medical Case-Based Reasoning Approach Using Image Classification and Text Information for Recommendation.
Proceedings of the Advances in Computational Intelligence, 2015
Proceedings of the 6th International Conference on Information, 2015
2014
IEEE Intell. Syst., 2014
Sentiment analysis in financial markets A framework to utilize the human ability of word association for analyzing stock market news reports.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Knowledge integration of distributed enterprises using cloud based big data analytics.
Proceedings of the IEEE International Conference on Electro/Information Technology, 2014
Med-Assess System for Evaluating and Enhancing Nursing Job Knowledge and Performance.
Proceedings of the Open Learning and Teaching in Educational Communities, 2014
Package Insert Leaflet Analysis and Improvement to Reduce Patient Risk Factors: A Pharmacovigilance Approach in Computer Science.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014
2013
An ontology-based Recommender System to Support Nursing Education and Training.
Proceedings of the LWA 2013. Lernen, 2013
Towards analytical evaluation of professional competences in Human Resource Management.
Proceedings of the IECON 2013, 2013
Proceedings of the 43. Jahrestagung der Gesellschaft für Informatik, 2013
Proceedings of the IEEE International Conference on Electro-Information Technology , 2013
2012
KNowledge Based Innovation Detection And Control Framework To Foster Scientific Research Projects In Material Science.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Design and realization of competence profiling tool for effective selection of professionals in maintenance management.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the 12th International Conference on Knowledge Management and Knowledge Technologies, 2012
Drive system assistance tool for meta-analysis of dimensioning and maintenance indicators.
Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012
Computer Aided Writing - A Framework Supporting Research Tasks, Topic Recommendations and Text Readability.
Proceedings of the Neural Information Processing - 19th International Conference, 2012
2011
Nutzungs-Szenarien eines wissensbasierten Assistenzsystems zur Entscheidungsunterstützung in der Produktverbesserung.
Proceedings of the 6th Conference on Professional Knowledge Management: From Knowledge to Action, 2011
Evolution of Intelligent Quality Management Process Based on Using Performance Quality Indicators.
Proceedings of the 6th Conference on Professional Knowledge Management: From Knowledge to Action, 2011
Knowledge-based medical system integration to foster knowledge transfer and network building.
Proceedings of the IEEE International Conference on Systems, 2011
A conceptual data management model of a feedback assistance system to support product improvement.
Proceedings of the IEEE International Conference on Systems, 2011
Evaluation of Advanced Knowledge Representation Methods for Reasoning from Product Use Information.
Proceedings of the Report of the symposium "Lernen, 2011
A new method for readability testing of drug consumer information to increase drug safety.
Proceedings of the I-KNOW 2011, 2011
2010
Necessity of using Dynamic Bayesian Networks for feedback analysis into product development.
Proceedings of the IEEE International Conference on Systems, 2010
Practical Approach of Knowledge Management in Medical Science.
Proceedings of the 2010 International Conference on Information & Knowledge Engineering, 2010
Applying Fusion Techniques to Graphical Methods for Knowledge based Processing of Product use Information.
Proceedings of the KMIS 2010, 2010
2009
Conceptual Approach for Integration of CQCS.
Proceedings of the 2009 International Conference on Information & Knowledge Engineering, 2009
Modelling Uncertainties in Advanced Knowledge Management.
Proceedings of the KDIR 2009 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Funchal, 2009
Proceedings of the Knowledge Discovery, Knowlege Engineering and Knowledge Management, 2009
Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2009
Integration of Knowledge Discovery Techniques in the Quality Management Model to Achieve Higher Target Quality.
Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2009
Proceedings of the 2009 IEEE International Conference on Electro/Information Technology, 2009
Noise tolerance improvement of the Linear Periodic Model reference adaptive control using vigorous probing.
Proceedings of the 2009 IEEE International Conference on Electro/Information Technology, 2009
Knowledge Management support for Quality Management to achieve higher customer satisfaction.
Proceedings of the 2009 IEEE International Conference on Electro/Information Technology, 2009
2008
Integration von Feedbackdaten aus der Produktnutzungsphase im Rahmen des PLM-Konzepts.
Proceedings of the Multikonferenz Wirtschaftsinformatik, 2008
A Seamless, Context-Oriented Knowledge Management Approach based on Topic Maps.
Proceedings of the 2008 International Conference on Information & Knowledge Engineering, 2008
Feature Selection for Improving the Usability of Classification Results of High-Dimensional Data.
Proceedings of The 2008 International Conference on Data Mining, 2008
2007
Proceedings of the IEEE International Conference on Systems, 2007
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007
2006
Proceedings of the IEEE International Conference on Systems, 2006
Proceedings of the IEEE International Conference on Systems, 2006
Measuring Business Feedback Cycles as Enhancement of the Support Knowledge Engineering Process.
Proceedings of the Practical Aspects of Knowledge Management, 6th International Conference, 2006
Representation Techniques For Distributed Knowledge Models.
Proceedings of the 2006 International Conference on Artificial Intelligence, 2006
Inter- and Intragenerational Mutation Shape Adaptation.
Proceedings of the 2006 International Conference on Artificial Intelligence, 2006
2005
Proceedings of the IEEE International Conference on Systems, 2005
Proceedings of the IEEE International Conference on Systems, 2005
Proceedings of the Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural and Artificial Computation, 2005
Multi-Objective Optimization Using Directed Mutation.
Proceedings of the 2005 International Conference on Artificial Intelligence, 2005
2004
IEEE Trans. Biomed. Eng., 2004
Software Support for Classifications of MRI Images.
Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Scienes, 2004
2003
V-Lab<sup>®</sup> - A Distributed Intelligent Discrete-Event Environment for Autonomous Agents Simulationi.
Intell. Autom. Soft Comput., 2003
Computation of Fiber-Distribution Frequency on Color.
Proceedings of the International Conference on Information and Knowledge Engineering. IKE'03, June 23, 2003
Proceedings of 2003 IEEE Conference on Control Applications, 2003
2002
IEEE Trans. Syst. Man Cybern. Part B, 2002
Parallel Environment for Directed Mutation.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2002
2001
An approach to use linguistic and model-based fuzzy expert knowledge for the analysis of MRT images.
Image Vis. Comput., 2001
A scheduling strategy for problems of finite element analysis on computational grids.
Proceedings of the IEEE International Conference on Systems, 2001
2000
Fix-Mundis for Fuzzy IF-THEN Rule Bases with Standard Compositional Rule of Inference Interpretation.
Proceedings of the Applied Computing 2000, 2000
System for renal movement elimination and renal diagnosis supported by vague knowledge.
Proceedings of the Medical Imaging 2000: Image Processing, 2000
Proceedings of the Medical Imaging 2000: Image Processing, 2000
Proceedings of the Human Vision and Electronic Imaging V, 2000
Automatische Detektion und Auswertung von Verkalkungen der Koronararterien in EBCT- und Spiral-CT-Bilddaten.
Proceedings of the Bildverarbeitung für die Medizin 2000: Algorithmen, 2000
1999
Proceedings of the EUSFLAT-ESTYLF Joint Conference, 1999
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
1998
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998
1997
IEEE Trans. Syst. Man Cybern. Part B, 1997
1996
Proceedings of the 1996 ACM Symposium on Applied Computing, 1996
1995
Proceedings of the 1995 ACM symposium on applied computing, 1995
Knowledge-based Supervisory Process Control: Applying Fuzzy Sets to Blackboard Control Architecture.
Proceedings of the 2nd New Zealand Two-Stream International Conference on Artificial Neural Networks and Expert Systems (ANNES '95), 1995
1994
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1994
1992
PhD thesis, 1992