Madjid Fathi

Orcid: 0000-0002-7602-9593

Affiliations:
  • University of Siegen, Germany


According to our database1, Madjid Fathi authored at least 132 papers between 1992 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Online presence:

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Bibliography

2024
Knowledge Graphs as Context Sources for LLM-Based Explanations of Learning Recommendations.
CoRR, 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.
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

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

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

LOKAL-digital - Smart Knowledge Management for Housing, Care and Health.
Proceedings of the IEEE International Smart Cities Conference, 2022

Society 5.0 illustrated by the example of Computer Aided Journalism.
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

Deep-CLASS at ISIC Machine Learning Challenge 2018.
CoRR, 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

Job seeker to vacancy matching using social network analysis.
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

Automated use case diagram generation from textual user requirement documents.
Proceedings of the 30th IEEE Canadian Conference on Electrical and Computer Engineering, 2017

Knowledge extraction from online vacancies for effective job matching.
Proceedings of the 30th IEEE Canadian Conference on Electrical and Computer Engineering, 2017

2016
An Ontology-Based Approach for the Semantic Representation of Job Knowledge.
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

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

ComProFITS: A web-based platform for human resources competence assessment.
Proceedings of the 6th International Conference on Information, 2015

2014
Using Word Association to Detect Multitopic Structures in Text Documents.
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

Improving EHR and Patient Empowerment based on Dynamic Knowledge Assets.
Proceedings of the 43. Jahrestagung der Gesellschaft für Informatik, 2013

Dynamics of knowledge assets and change management perspectives.
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

Concept for improving industrial goods via contextual knowledge provision.
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

Modeling Uncertainties in Advanced Knowledge Management.
Proceedings of the Knowledge Discovery, Knowlege Engineering and Knowledge Management, 2009

Knowledge-based Feedback Integration to Facilitate Sustainable Product Innovation.
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

A Data Mining based Knowledge Management approach for the semiconductor industry.
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
Quantitative and qualitativerisk in IT portfolio management.
Proceedings of the IEEE International Conference on Systems, 2007

Advanced Condition Monitoring Services in Product Lifecycle Management.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007

Differences of Structured Documents - Improving their Quality.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007

2006
Rule-Based Compilation of Graphical Structures.
Proceedings of the IEEE International Conference on Systems, 2006

Advances in Optimizing Screw-lype Machines.
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
Creating graphical models as representation of personalized skill profiles.
Proceedings of the IEEE International Conference on Systems, 2005

A design and optimization tool for screw type machines.
Proceedings of the IEEE International Conference on Systems, 2005

Landscaping Model for Virtual Environment.
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
Knowledge-based fuzzy color processing.
IEEE Trans. Syst. Man Cybern. Part C, 2004

A parallel framework for the FE-based simulation of knee joint motion.
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

2002
V-Lab-a virtual laboratory for autonomous agents-SLA-based learning controllers.
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

New model for medical image analysis based on computational intelligence.
Proceedings of the Medical Imaging 2000: Image Processing, 2000

Vision systems for the inspection of resistance welding joints.
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
Soft computing as a methodology for color processing.
Proceedings of the EUSFLAT-ESTYLF Joint Conference, 1999

Directed mutation-a new self-adaptation for evolution strategies.
Proceedings of the 1999 Congress on Evolutionary Computation, 1999

1998
Using vague knowledge for image description.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

1997
Model-free optimization of fuzzy rule-based systems using evolution strategies.
IEEE Trans. Syst. Man Cybern. Part B, 1997

1996
Fuzzy applications (panel session - title only).
Proceedings of the 1996 ACM Symposium on Applied Computing, 1996

1995
Development of objective functions for soft computing in medical applications.
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
An Approach to Goal-Oriented Reasoning Based on fuzzy Sets.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1994

1992
Beitrag zum Einsatz von wissensbasierten Systemen zur Anlagendiagnose.
PhD thesis, 1992


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