VISCOM, Bild, 200227
Philipp Plum / Fraunhofer FOKUS

Prof. Dr. rer. nat. Adrian Paschke is head of the Data Analytic and AI

Since 2008 Prof. Dr. rer. nat. Adrian Paschke is head of the Corporate Semantic Web group (AG CSW) with a chair on semantic data intelligence at the institute of computer science, department of mathematics and computer science at Freie Universität Berlin (FUB). He additionally is head Data Analytics and AI at Fraunhofer FOKUS, director of RuleML Inc. in Canada, and professorial member at the Einstein Center Digital Future (ECDF), the Dahlem Center for Machine Learning and Robotics (DCMLR), the Institut für Angewandte Informatik (InfAI)  at University of Leipzig, and founder of the Berlin Semantic Web Meetup and the Semantic Web Applications and Tools for the Life Sciences (SWAT4HCLS) group.

He received his Dr. rer. nat. from the Technical University Munich (TUM) with a thesis on “Rule-based IT Service Management and Service Level Agreements” (RBSLA). His academic carrier has let him to the Ludwig Maximilian University Munich (LMU), the Friedrich Alexander University Erlangen/Nuernberg (FAU), the Technical University Munich (TUM), the National Research Council (NRC) in Canada, the Technical University Dresden (TUD) and its Biotec Innovation Centre Dresden. He also was associate professor at the department of information systems at the Poznan University of Economics (PUE) in Poland and visiting professor at University of Toronto and McGill in Canada.

With over 200 peer-reviewed scientific publications and an i10-index of 74 and h-rank of 30 he has made substantial scientific contributions in the field of semantic AI research and is active in standardization of semantic technologies (e.g. OASIS LegalRuleML, RuleML, OMG API4KB, W3C Semantic Web - W3C Rule Interchange Format, W3C RDF Stream Processing). He also served as an expert for industry and several ministries and funding bodies, including the European Commission. He was organizer and chair of renowned conferences and workshops (e.g. DEBS, RuleML, BIS, SWAT4HCLS, ODBASE, ESWC, Reasoning Web, Semantics, edBPM) and was invited speaker for keynotes, tutorials, panels, and lectures. Adrian has lead multiple research, industrial, and open-source projects and has spin-off successful and awarded companies at Freie Universität Berlin.

Jahr
Year
Titel/Autor:in
Title/Author
Publikationstyp
Publication Type
2023 Extracting Interpretable Hierarchical Rules from Deep Neural Networks’ Latent Space
Wang, Ya; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2023 Hybrid Quantum Machine Learning Assisted Classification of COVID-19 from Computed Tomography Scans
Sünkel, Leo; Martyniuk, Darya; Reichwald, Julia J.; Morariu, Andrei Raoul; Seggoju, Raja Havish; Altmann, Philipp; Roch, Christoph; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2023 Semantic Role Assisted Natural Language Rule Formalization for Intelligent Vehicle
Kumar, Manas; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2023 Preface of Special Issue on International Workshop on AI compliance mechanism (WAICOM 2022)
Bourgne, Gauvain; Ganascia, Jean-Gabriel; Paschke, Adrian; Satoh, Ken
Zeitschriftenaufsatz
Journal Article
2023 Modeling a GDPR Compliant Data Wallet Application in Prova and AspectOWL
Mitsikas, Theodoros; Schäfermeier, Ralph; Paschke, Adrian
Zeitschriftenaufsatz
Journal Article
2023 Towards Complex Event Processing for Clinical Decision Support using FHIR
Kober, Gerhard; Robaldo, Livio; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2023 Semantifying the PlanQK Platform and Ecosystem for Quantum Applications
Martyniuk, Darya; Karam, Naouel; Falkenthal, Michael; Dong, Yufan; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2023 Multi-agent Online Planning Architecture for Real-time Compliance
Hayashi, Hisashi; Mitsikas, Theodoros; Taheri, Yousef; Tsushima, Kanae; Schäfermeier, Ralph; Bourgne, Gauvain; Ganascia, Jean-Gabriel; Paschke, Adrian; Satoh, Ken
Konferenzbeitrag
Conference Paper
2023 Recent advances and future challenges in federated recommender systems
Harasic, Marko; Keese, Felix-Sebastian; Mattern, Denny; Paschke, Adrian
Zeitschriftenaufsatz
Journal Article
2023 Student’s View on Hate Speech: Gamified Annotation for Educational Use
Fillies, Jan; Solorzano Niederhausen, Raimi; Peikert, Silvio; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2023 GA4QCO: Genetic Algorithm for Quantum Circuit Optimization
Sünkel, Leo; Martyniuk, Darya; Mattern, Denny; Jung, Johannes; Paschke, Adrian
Paper
2023 EDSA-Ensemble: an Event Detection Sentiment Analysis Ensemble Architecture
Petrescu, Alexandru; Ciprian-Octavian, Truică; Apostol, Elena-Simona; Paschke, Adrian
Paper
2023 ContCommRTD: a distributed content-based misinformation-aware community detection system for real-time disaster reporting
Apostol, Elena-Simona; Truică, Ciprian-Octavian; Paschke, Adrian
Paper
2023 Using BPMN for medical guidelines that integrate with FHIR-RDF
Kober, Gerhard; Robaldo, Livio; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2023 Prescriptive analytics-based SIRM model for predicting Covid-19 outbreak
Al Qundus, Jamal; Gupta, Shivam; Abusaimeh, Hesham; Peikert, Silvio; Paschke, Adrian
Zeitschriftenaufsatz
Journal Article
2023 Fine-grained named entities for Corona news
Efeoglu, Sefika; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2023 Legal compliance checking of autonomous driving with formalized traffic rule exceptions
Manas, Kumar; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2022 Modeling a GDPR compliant data wallet application in Prova and AspectOWL
Schäfermeier, Ralph; Mitsikas, Theodoros; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2022 Awakened at CheckThat! 2022: Fake news detection using BiLSTM and sentence transformer
Truică, Ciprian-Octavian; Apostol, Elena-Simona; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2022 Ontology-based learning environment model of scientific studies
Tarasenko, Roman A.; Usenko, Stanislav A.; Shapovalov, Yevhenii B.; Shapovalov, Viktor B.; Paschke, Adrian; Savchenko, Iryna M.
Konferenzbeitrag
Conference Paper
2022 An ontology-based model for handling rule exceptions in traffic scenes
Wang, Ya; Grabowski, Maximilian; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2022 Quanten-IKT
Gumz, Jan Dennis; Hunt, Simon Sebastian; Stemmer, Michael; Bock, Sebastian; Tcholtchev, Nikolay Vassilev; Mattern, Denny; Paschke, Adrian; Margraf, Marian
Paper
2022 Practical application of systemizing expedition research results in the form of taxonomy
Shapovalov, Yevhenii; Shapovalov, Viktor B.; Tarasenko, Roman A.; Bilyk, Zhanna; Shapovalova, Irina; Paschke, Adrian; Andruszkiewicz, Fabian
Zeitschriftenaufsatz
Journal Article
2022 CISQA: Corporate smart insights question answering system
Vu, Le Duyen Sandra; Al Qundus, Jamal; Jung, Johannes; Peikert, Silvio; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2022 Extracting references from german legal texts using named entity recognition
Peikert, Silvio; Birle, Celia; Al Qundus, Jamal; Vu, Le Duyen Sandra; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2022 Modeling medical guidelines by Prova and SHACL accessing FHIR/RDF. Use case: The medical ABCDE approach
Kober, Gerhard; Robaldo, Livio; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2022 Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey
Wörmann, Julian; Bogdoll, Daniel; Bührle, Etienne; Chen, Han; Chuo, Evaristus Fuh; Cvejoski, Kostadin; Elst, Ludger van; Gleißner, Tobias; Gottschall, Philip; Griesche, Stefan; Hellert, Christian; Hesels, Christian; Houben, Sebastian; Joseph, Tim; Keil, Niklas; Kelsch, Johann; Königshof, Hendrik; Kraft, Erwin; Kreuser, Leonie; Krone, Kevin; Latka, Tobias; Mattern, Denny; Matthes, Stefan; Munir, Mohsin; Nekolla, Moritz; Paschke, Adrian; Pintz, Maximilian Alexander; Qiu, Tianming; Qureishi, Faraz; Raza Rizvi, Syed Tahseen; Reichardt, Jörg; Rudolph, Stefan; Rüden, Laura von; Sagel, Alexander; Schunk, Gerhard; Shen, Hao; Stapelbroek, Hendrik; Stehr, Vera; Srinivas, Gurucharan; Tran, Anh; Vivekanandan, Abhishek; Wang, Ya; Wasserrab, Florian; Werner, Tino; Wirth, Christian; Zwicklbauer, Stefan
Paper
2022 A Review on AI for Smart Manufacturing: Deep Learning Challenges and Solutions
Xu, Jiawen; Kovatsch, Matthias; Mattern, Denny; Mazza, Filippo; Harasic, Marko; Paschke, Adrian; Lucia, Sergio
Review
2022 Wireless sensor network for AI-based flood disaster detection
Al Qundus, Jamal; Dabbour, Kosai; Gupta, Shivam; Meissonier, Régis; Paschke, Adrian
Zeitschriftenaufsatz
Journal Article
2021 Variational Quanvolutional Neural Networks with enhanced image encoding
Mattern, Denny; Martyniuk, Darya; Willems, Henri; Bergmann, Fabian; Paschke, Adrian
Paper
2021 Quantencomputing Teil 2 - Quantencomputing und Künstliche Intelligenz - Anwendungen
Paschke, Adrian; Tcholtchev, Nikolay
Bericht
Report
2021 Klassische versus Quantenprogrammierung: Der Random Walk
Bock, Sebastian; Paschke, Adrian
Zeitschriftenaufsatz
Journal Article
2021 Topic-Based Document-Level Sentiment Analysis Using Contextual Cues
Truica, Ciprian-Octavian; Apostol, Elena Simona; Serban, Maria-Luiza; Paschke, Adrian
Zeitschriftenaufsatz
Journal Article
2021 An analysis of ontological entities to represent knowledge on quantum computing algorithms and implementations
Martyniuk, Darya; Falkenthal, Michael; Karam, Naouel; Paschke, Adrian; Wild, Karoline
Konferenzbeitrag
Conference Paper
2021 Representing and executing a Medical Guideline using Prova
Kober, Gerhard; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2021 Preserving Taxonomic Change and Subsequent Taxon Relationships over Time
Kohlbecker, Andreas; Karam, Naouel; Paschke, Adrian; Güntsch, Anton
Konferenzbeitrag
Conference Paper
2021 Ontology Design Patterns for Representing Context in Ontologies using Aspect Orientation
Schäfermeier, Ralph; Herre, Heinrich; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2021 ROC: An ontology for country responses towards COVID-19
Al Qundus, Jamal; Schäfermeier, Ralph; Karam, Naouel; Peikert, Silvio; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2021 Objective Functions to Determine the Number of Topics for Topic Modeling
Peikert, Silvio; Kubach, Clemens; Al Qundus, Jamal; Vu, Le Duyen Sandra; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2021 Corporate Smart Insights. Auf dem Weg zu einer Insight-Driven Organization
Al Qundus, Jamal; Karam, Naouel; Paschke, Adrian
Aufsatz in Buch
Book Article
2021 Semantics in Sensor Networks: An Ontology for Dynamic Transfer Behavior in Calibrated Sensors
Vedurmudi, Anupam Prasad; Gruber, Maximilian; Eichstädt, Sascha; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2021 Medical information-graphs, based on ontologies and FHIR
Kober, Gerhard; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2021 Context-Aware Misinformation Detection: A Benchmark of Deep Learning Architectures Using Word Embeddings
Ilie, Vlad-Iulian; Truica, Ciprian-Octavian; Apostol, Elena Simona; Paschke, Adrian
Zeitschriftenaufsatz
Journal Article
2020 Quantum Machine Learning. Eine Analyse zu Kompetenz, Forschung und Anwendung
Bauckhage, Christian; Brito, Eduardo; Daase, Inga; Franken, Lukas; Georgiev, Bogdan; Hecker, Dirk; Paschke, Adrian; Piatkowski, Nico; Soddemann, Thomas; Trabold, Daniel
Studie
Study
2020 Comparison of ontology with non-ontology tools for educational research
Tarasenko, R.A.; Shapovalov, V.B.; Usenko, S.A.; Shapovalov, Y.B.; Savchenko, I.M.; Pashchenko, Y.Y.; Paschke, A.
Konferenzbeitrag
Conference Paper
2020 QURATOR: Innovative technologies for content and data curation
Rehm, G.; Bourgonje, P.; Hegele, S.; Kintzel, F.; Schneider, J.M.; Ostendorff, M.; Zaczynska, K.; Berger, A.; Grill, S.; Räuchle, S.; Rauenbusch, J.; Rutenburg, L.; Schmidt, A.; Wild, M.; Hoffmann, H.; Fink, J.; Schulz, S.; Seva, J.; Quantz, J.; Böttger, J.; Matthey, J.; Fricke, R.; Thomsen, J.; Paschke, Adrian; Qundus, Jamal al; Hoppe, Thomas; Karam, Naouel; Weichhardt, F.; Fillies, C.; Neudecker, C.; Gerber, M.; Labusch, K.; Rezanezhad, V.; Schaefer, R.; Zellhöfer, D.; Siewert, D.; Bunk, P.; Schlichting, J.K.; Pintscher, L.; Aleynikova, E.; Heine, F.
Konferenzbeitrag
Conference Paper
2020 Using PROVA-Rule Engine as Dispatching-Service for FHIR-Observation-Resources
Kober, Gerhard; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2020 Semantic information in sensor networks: How to combine existing ontologies, vocabularies and data schemes to fit a metrology use case
Gruber, Maximilian; Eichstädt, Sascha; Neumann, Julia; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2020 AI supported Topic Modeling using KNIME-Workflows
Al Qundus, Jamal; Peikert, Silvio; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2020 TopicsRanksDC: Distance-based topic ranking applied on two-class data
Yousef, Malik; Al Qundus, Jamal; Peikert, Silvio; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2020 Answering controlled natural language questions over RDF clinical data
Karam, Naouel; Streibel, Olga; Karjauv, Aray; Coskun, Goekhan; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2020 A semantic structuring of educational research using ontologies
Shapovalov, Yevhenii B.; Shapovalov, Viktor B.; Tarasenko, Roman A.; Usenko, Stanislav A.; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2020 Exploring the impact of short-text complexity and structure on its quality in social media
Al Qundus, Jamal; Paschke, Adrian; Gupta, Shivam; Alzouby, Ahmad; Yousef, Malik
Zeitschriftenaufsatz
Journal Article
2019 Investigating the effect of attributes on user trust in social media
Al Qundus, Jamal; Paschke, Adrian
Vortrag
Presentation
2019 Ontology Design Patterns for Representing Context in Ontologies using Aspect Orientation
Schäfermeier, Ralph; Paschke, Adrian; Herre, Heinrich
Konferenzbeitrag
Conference Paper
2019 Calculating trust in domain analysis: Theoretical trust model
Al Qundus, Jamal; Paschke, Adrian; Kumar, Sameer; Gupta, Shivam
Zeitschriftenaufsatz
Journal Article
2019 Current trends in applied machine intelligence
Humm, Bernhard G.; Bense, Hermann; Classen, Mario; Geißler, Stefan; Hoppe, Thomas; Juwig, Oliver; Paschke, Adrian; Schäfermeier, Ralph; Siegel, Melanie; Weichhardt, Frauke; Wenning, Rigo
Zeitschriftenaufsatz
Journal Article
2019 Manual semantic annotations
Hinze, Annika; Heese, Ralf; Schlegel, Alexa; Paschke, Adrian
Zeitschriftenaufsatz
Journal Article
2018 PSOA prova: PSOA translation of pure production rules to the prova engine
Grätz, Lukas; Boley, Harold; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2018 OntoMaven - Maven-based ontology development and management of distributed ontology repositories
Paschke, A.; Schäfermeier, R.
Aufsatz in Buch
Book Article
2018 Data4Water - Smart Data-driven eServices in Water Management
Paschke, Adrian
Vortrag
Presentation
2018 Aspect-oriented ontology development
Schäfermeier, R.; Paschke, A.
Aufsatz in Buch
Book Article
2018 KR4IPLaw Judgment Miner - Case-Law Mining for Legal Norm Annotation
Ramakrishna, S.; Górski, L.; Paschke, A.
Konferenzbeitrag
Conference Paper
2018 Human perception of enriched topic models
Lukasiewicz, W.; Todor, A.; Paschke, A.
Konferenzbeitrag
Conference Paper
2018 Investigating the effect of attributs on user trust in social media
Qundus, Jamal Al; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2017 Service level agreement characteristics of monitoring wireless sensor networks for water resource management (SLAs4Water)
Iordache, George; Paschke, Adrian; Mocanu, Mariana; Negru, Catalin
Zeitschriftenaufsatz
Journal Article
2016 A rule-based agent-oriented approach for supporting weakly-structured scientific workflows
Zhao, Z.; Paschke, A.; Zhang, R.
Zeitschriftenaufsatz
Journal Article
2016 A ruleML - DMN translator
Paschke, A.; Könnecke, S.
Konferenzbeitrag
Conference Paper
2016 Emotion level sentiment analysis: The affective opinion evaluation
Almashraee, M.; Monett, D.; Paschke, A.
Konferenzbeitrag
Conference Paper
2016 A Report on the Ninth International Web Rule Symposium
Paschke, A.
Zeitschriftenaufsatz
Journal Article
2016 Grand challenge: In-Memory indexation of event streams
Hasan, A.; Paschke, A.
Konferenzbeitrag
Conference Paper
2016 Provalets: Component-based mobile agents as microservices for rule-based data access, processing and analytics
Paschke, A.
Zeitschriftenaufsatz
Journal Article
2016 Corporate smart content evaluation
Schäfermeier, Ralph; Todor, Alexandru-Aurelian; La Fleur, Alexandra; Hasan, Ahmad; Einhaus, Johannes; Paschke, Adrian
Studie
Study
2016 Enriching topic models with DBpedia
Todor, A.; Lukasiewicz, W.; Athan, T.; Paschke, A.
Konferenzbeitrag
Conference Paper
2016 Weaving ontology aspects using a catalog of structural ontology design patterns
Schäfermeier, R.; Paschke, A.
Konferenzbeitrag
Conference Paper
2016 A Dialogue between a Lawyer and Computer Scientist
Ramakrishna, S.; Górski, L.; Paschke, A.
Zeitschriftenaufsatz
Journal Article
2016 On the Use of Provalets in a Predictive Maintenance Use Case
Paschke, A.
Konferenzbeitrag
Conference Paper
2016 Rules and RDF streams: A position paper
Anderson, J.; Athan, T.; Paschke, A.
Konferenzbeitrag
Conference Paper
2015 An aspect-oriented extension to the OWL API
Schäfermeier, Ralph; Krus, Lidia; Paschke, Adrian
Konferenzbeitrag
Conference Paper
2010 Semantic mediation of information flow in cross-organizational business process modeling
Barnickel, N.; Böttcher, J.; Paschke, A.
Konferenzbeitrag
Conference Paper
2010 Incorporating semantic bridges into information flow of cross-organizational business process models
Barnickel, N.; Böttcher, J.; Paschke, A.
Konferenzbeitrag
Conference Paper
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