/ lwf / departments / digitalegesundheitswissenschaften / professuren / med.inf.systeme / publikationen /
Publikationen
-
KIRETT - A wearable device to support rescue operations using artificial intelligence to improve first aid
2022 IEEE International Smart Cities Conference (ISC2), 2022, pp. 1-4
[Link] [BibTex] -
Adding Context to Industry 4.0 Analytics: A New Document Driven Knowledge Graph Construction and Contextualization Approach
2022 IEEE International Conference on Electro Information Technology (eIT), 19-21 May 2022, pp. 550-555
[Link] [BibTex] -
Recommendersysteme in der beruflichen Weiterbildung. Grundlagen, Herausforderungen und Handlungsempfehlungen. Ein Dossier im Rahmen des INVITE-Wettbewerbs.
Berlin 2022, 26 S.
[Link] [BibTex] -
Transferrable Framework Based on Knowledge Graphs for Generating Explainable Results in Domain-Specific, Intelligent Information Retrieval
Informatics 2022, 9(1), 6, MDPI
[Link] [BibTex] -
Branch selection and data optimization for selecting machines for processes in semiconductor manufacturing using AI-based predictions
2021 IEEE International Conference on Electro Information Technology (EIT), May 2021, pp. 1–6.
[Link] [BibTex] -
Clustering Wafer Defect Patterns Within the Semiconductor Industry Based on Wafer Maps, Using an Agile Unsupervised Deep Learning Approach
2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Page(s): 1913-1918
[Link] -
Explainable Job-Posting Recommendations Using Knowledge Graphs and Named Entity Recognition
2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Page(s): 3291-3296
[Link] -
Explainable Job-Posting Recommendations Using Knowledge Graphs and Named Entity Recognition
In the IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2021, Melbourne, Australia, pp. 3291-3296, doi: 10.1109/SMC52423.2021.9658757.
[Link] -
Knowledge Integration in Smart Factories
Encyclopedia, 1(3), 792-811, 2021
[Link] [BibTex] -
Yield prediction in semiconductor manufacturing using an AI-based cascading classification system
2020 IEEE International Conference on Electro Information Technology (EIT), 2020, pp. 609-614
[Link] -
Explainable Graph-based Search for Lessons-Learned Documents in the Semiconductor Industry
In Computing Conference 2021, 15-16 July 2021 | London, UK
[Link] -
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] -
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). -
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] -
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 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] -
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] -
Dimension Reduction using Feature Selection for Root Cause Analysis
In: 19th European Advanced Process Control and Manufacturing Conference (APCM), 2019 -
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 -
Agile App-Entwicklung für Patient Empowerment mit Telemedizin
In: Digitale Transformation im Krankenhaus, 242-251, 2019 -
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] -
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. -
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] -
Language Learning Tool Based On Augmented Reality And The Concept For Imitating Mental Ability Of Word Association (CIMAWA)
Edulearn, Spain, July, 2019.
[Link] -
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] -
Implementing connectivism by semantic technologies for self-directed learning
In: International Journal of Manpower 39 (8), 1032-1046, 2018
[Link] [Scholar] [BibTex] -
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] -
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] -
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] -
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] -
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] -
Competence Oriented Multilingual Adaptive Language Assessment And Training System (COMALAT)
EDULEARN18 proceedings, 10.21125/edulearn.2018.0703, Palmas, Spain, 2-4 July, 2018
[Link] -
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] -
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] -
Creating a Concept Importance Measure for Domain Knowledge in the Context of Learning
Dissertation, In: Budapesti Corvinus Egyetem, 2017
[Link] -
Analysing adaptive learning platforms utilizing domain ontologies: Searching for analytical implication
In: 1st Annual Learning and Student Analytics Conference (LSAC2017), 2017 -
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] -
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] -
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] -
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 -
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 -
How to Learn More from Knowledge Networks through Social Network Analysis Measures
Professional Education and Training through Knowledge, Technology and Innovation, p. 45, 2016 -
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] -
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 -
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] -
Context-Aware Self-Assessment in Higher education
in EDULEARN15 Proceedings, Barcelona, Spain, 2015, pp. 5910–5920
[Link] -
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] -
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 -
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]
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]-
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] -
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]