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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 |
---|---|---|
2025 |
Prediction of stock prices with automated reinforced learning algorithms Yasin, Said; Paschke, Adrian; Al Qundus, Jamal |
Zeitschriftenaufsatz Journal Article |
2024 |
CoT-TL: Low-Resource Temporal Knowledge Representation of Planning Instructions Using Chain-of-Thought Reasoning Manas, Kumar; Zwicklbauer, Stefan; Paschke, Adrian |
Konferenzbeitrag Conference Paper |
2024 |
Legally-Guided Automated Decision-Making System Using Language Model Agents for Autonomous Driving Wang, Ya; Barta, Daniel; Hesse, Julian; Buchwald, Philip; Paschke, Adrian |
Konferenzbeitrag Conference Paper |
2024 |
Distributed Component Interoperation and Execution for Norm-Based Real-time Compliance Mitsikas, Theodoros; Schäfermeier, Ralph; Taheri, Yousef; Tsushima, Kanae; Hayashi, Hisashi; Ganascia, Jean-Gabriel; Bourgne, Gauvain; Satoh, Ken; Paschke, Adrian |
Konferenzbeitrag Conference Paper |
2024 |
Scaling Scientific Knowledge Discovery with Neuro-Symbolic AI and Large Language Models Schmidt, Wilma Johanna; Rincon-Yanez, Diego; Kharlamov, Evgeny; Paschke, Adrian |
Konferenzbeitrag Conference Paper |
2024 |
Quantum Architecture Search: A Survey Martyniuk, Darya; Jung, Johannes; Paschke, Adrian |
Paper |
2024 |
Modeling Medical Data Access with Prova Mitsikas, Theodoros; Schäfermeier, Ralph; Paschke, Adrian |
Konferenzbeitrag Conference Paper |
2024 |
TR2MTL: LLM based framework for Metric Temporal Logic Formalization of Traffic Rules Manas, Kumar; Zwicklbauer, Stefan; Paschke, Adrian |
Konferenzbeitrag Conference Paper |
2024 |
Realtime Compliance Mechanism for AI (RECOMP) Paschke, Adrian; Satoh, Ken; Ganascia, Jean-Gabriel |
Konferenzbeitrag Conference Paper |
2024 |
Evaluating Federated Dino’s performance on the segmentation task across diverse domains Harasic, Marko; Lehmann, Dennis; Paschke, Adrian |
Konferenzbeitrag Conference Paper |
2024 |
Recent advances and future challenges in federated recommender systems Harasic, Marko; Keese, Felix-Sebastian; Mattern, Denny; Paschke, Adrian |
Zeitschriftenaufsatz Journal Article |
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 |
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 |
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 |
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 |
Legal compliance checking of autonomous driving with formalized traffic rule exceptions Manas, Kumar; Paschke, Adrian |
Konferenzbeitrag Conference Paper |
2023 |
Fine-grained named entities for Corona news Efeoglu, Sefika; 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 |
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 |
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 |
Awakened at CheckThat! 2022: Fake news detection using BiLSTM and sentence transformer Truică, Ciprian-Octavian; Apostol, Elena-Simona; Paschke, Adrian |
Konferenzbeitrag Conference Paper |
2022 |
Wireless sensor network for AI-based flood disaster detection Al Qundus, Jamal; Dabbour, Kosai; Gupta, Shivam; Meissonier, Régis; Paschke, Adrian |
Zeitschriftenaufsatz Journal Article |
2022 |
Quanten-IKT Gumz, Jan Dennis; Hunt, Simon Sebastian; Stemmer, Michael; Bock, Sebastian; Tcholtchev, Nikolay Vassilev; Mattern, Denny; Paschke, Adrian; Margraf, Marian |
Paper |
2022 |
An ontology-based model for handling rule exceptions in traffic scenes Wang, Ya; Grabowski, Maximilian; Paschke, Adrian |
Konferenzbeitrag Conference Paper |
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 |
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 |
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 |
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 |
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 |
Quantencomputing Teil 2 - Quantencomputing und Künstliche Intelligenz - Anwendungen Paschke, Adrian; Tcholtchev, Nikolay |
Bericht Report |
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 |
Variational Quanvolutional Neural Networks with enhanced image encoding Mattern, Denny; Martyniuk, Darya; Willems, Henri; Bergmann, Fabian; Paschke, Adrian |
Paper |
2021 |
Representing and executing a Medical Guideline using Prova Kober, Gerhard; 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 |
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 |
Ontology Design Patterns for Representing Context in Ontologies using Aspect Orientation Schäfermeier, Ralph; Herre, Heinrich; 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 |
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 |
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 |
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 |
Medical information-graphs, based on ontologies and FHIR Kober, Gerhard; Paschke, Adrian |
Konferenzbeitrag Conference Paper |
2021 |
Klassische versus Quantenprogrammierung: Der Random Walk Bock, Sebastian; Paschke, Adrian |
Zeitschriftenaufsatz Journal Article |
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 |
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 |
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 |
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 |
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 |
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 |
Answering controlled natural language questions over RDF clinical data Karam, Naouel; Streibel, Olga; Karjauv, Aray; Coskun, Goekhan; Paschke, Adrian |
Konferenzbeitrag Conference Paper |
2020 |
Using PROVA-Rule Engine as Dispatching-Service for FHIR-Observation-Resources Kober, Gerhard; Paschke, Adrian |
Konferenzbeitrag Conference Paper |
2019 |
Investigating the effect of attributes on user trust in social media Al Qundus, Jamal; Paschke, Adrian |
Vortrag Presentation |
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 |
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 |
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 |
2018 |
OntoMaven - Maven-based ontology development and management of distributed ontology repositories Paschke, A.; Schäfermeier, R. |
Aufsatz in Buch Book Article |
2018 |
PSOA prova: PSOA translation of pure production rules to the prova engine Grätz, Lukas; Boley, Harold; Paschke, Adrian |
Konferenzbeitrag Conference Paper |
2018 |
Aspect-oriented ontology development Schäfermeier, R.; Paschke, A. |
Aufsatz in Buch Book Article |
2018 |
Data4Water - Smart Data-driven eServices in Water Management Paschke, Adrian |
Vortrag Presentation |
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 |
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 |
On the Use of Provalets in a Predictive Maintenance Use Case Paschke, A. |
Konferenzbeitrag Conference Paper |
2016 |
Corporate smart content evaluation Schäfermeier, Ralph; Todor, Alexandru-Aurelian; La Fleur, Alexandra; Hasan, Ahmad; Einhaus, Johannes; Paschke, Adrian |
Studie Study |
2016 |
A Report on the Ninth International Web Rule Symposium Paschke, A. |
Zeitschriftenaufsatz Journal Article |
2016 |
Rules and RDF streams: A position paper Anderson, J.; 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 |
Enriching topic models with DBpedia Todor, A.; Lukasiewicz, W.; 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 |
