Publikationen am IFIS (2014--heute)

2024

  • Malte Luttermann, Mattis Hartwig, Tanya Braun, Ralf Möller, Marcel Gehrke: Lifted Causal Inference in Relational Domains
    wird veröffentlicht in: Proceedings of the Third Conference on Causal Learning and Reasoning (CLeaR-24), 2024, PMLR
    BibTeX
  • Malte Luttermann, Tanya Braun, Ralf Möller, Marcel Gehrke: Colour Passing Revisited: Lifted Model Construction with Commutative Factors
    in: Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24), 2024, AAAI Press, Vol.38, p.20500-20507
    DOI BibTeX
  • Thomas Sievers, Ralf Möller: Get it right: Improving Comprehensibility with adaptable Speech Expression of a Humanoid Service Robot
    in: 6th International Conference on Applied Machine Learning and Data Analytics (AMLDA), 2023
    BibTeX
  • Malte Luttermann, Edgar Baake, Juljan Bouchagiar, Benjamin Gebel, Philipp Grüning, Dilini Manikwadura, Franziska Schollemann, Elisa Teifke, Philipp Rostalski, Ralf Möller: Automated Computation of Therapies Using Failure Mode and Effects Analysis in the Medical Domain
    in: German Journal of Artificial Intelligence, 2024
    BibTeX
  • Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke: ReFrESH – Relation-preserving Feedback-reliant Enhancement of Subjective Content Descriptions
    in: 18th IEEE International Conference on Semantic Computing, (ICSC 2024), February 5-7, 2024, IEEE, p.17-24
    Website BibTeX
  • Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke: Unsupervised Estimation of Subjective Content Descriptions in an Information System
    in: International Journal of Semantic Computing, 2024, Vol.18, (1)
    DOI BibTeX
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2023

  • Thomas Asselborn, Sylvia Melzer, Said Aljoumani, Magnus Bender, Florian Andreas Marwitz, Konrad Hirschler, Ralf Möller: Fine-tuning BERT Models on Demand for Information Systems Explained Using Training Data from Pre-modern Arabic
    in: Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2023), , CEUR Workshop Proceedings, p.38-51
    Website BibTeX
  • Sylvia Melzer, Hagen Peukert, Eliana Dal Sasso, Charles Li, Thomas Asselborn, Ralf Möller: Federated Information Retrieval in Cross-Domain Information Systems
    in: Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2023), , CEUR Workshop Proceedings, p.52-67
    Website BibTeX
  • Sylvia Melzer, Stefan Thiemann, Simon Schiff, Ralf Möller: Implementation of a Federated Information System by means of Reuse of Research Data archived in Research Data Repositories
    in: Data Science Journal, 2023,
    DOI Website BibTeX
  • Sylvia Melzer, Stefan Thiemann, Ralf Möller: Poster: Digital Data Handling at UWA
    in: Digital Total - Computing & Data Science an der Universität Hamburg und in der Wissenschaftsmetropole Hamburg, 2023, October
    Website BibTeX
  • Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke: LESS is More: LEan Computing for Selective Summaries
    in: KI 2023: Advances in Artificial Intelligence, 2023, Springer Nature Switzerland, p.1-14
    Website BibTeX
  • Magnus Bender, Kira Schwandt, Ralf Möller, Marcel Gehrke: FrESH – Feedback-reliant Enhancement of Subjective Content Descriptions by Humans
    in: Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2023), , CEUR Workshop Proceedings, p.15-24
    Website BibTeX
  • Nadja Redzuan, Marcel Gehrke, Ralf Möller, Tanya Braun: On Domain-specific Topic Modelling Using the Case of a Humanities Journal
    in: Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2023), , CEUR Workshop Proceedings
    BibTeX
  • Malte Luttermann, Ralf Möller, Marcel Gehrke: Lifting Factor Graphs with Some Unknown Factors
    in: Proceedings of the Seventeenth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU-23), 2023, Springer, Vol.14294, p.337-347
    DOI BibTeX
  • Florian Andreas Marwitz, Ralf Möller, Marcel Gehrke: PETS: Predicting Efficiently using Temporal Symmetries in Temporal PGMs
    in: Proceedings of the Seventeenth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU-23), 2023, Springer
    Website BibTeX
  • Sylvia Melzer, Meike Klettke, Franziska Weise, Kaja Harter-Uibopuu, Ralf Möller: EpiDoc Data Matching for Federated Information Retrieval in the Humanities
    in: 1st International Workshop on AI in Digital Humanities, Computational Social Sciences and Economics Research at part of the 18th Conference on Computer Science and Intelligence Systems (FedCSIS), 2023,, Proceedings of the 2023 Federated Conference on Computer Science and Intelligence Systems, p.1063-1068
    Website BibTeX
  • Jinghua Groppe, Sven Groppe, Ralf Möller: Variables are a Curse in Software Vulnerability Prediction
    in: The 34th International Conference on Database and Expert Systems Applications (DEXA), Panang, Malaysia, 2023
    Website BibTeX
  • Melle Mendikowski, Benjamin Schindler, Thomas Schmid, Ralf Möller, Mattis Hartwig: Improved Techniques for Training Tabular GANs Using Cramer s V Statistics
    in: , Proceedings of the Canadian Conference on Artificial Intelligence, 2023
    BibTeX
  • Simon Schiff, Mena Leemhuis, Özgür Lütfü Özçep, Ralf Möller: Query Transformation for Processing Streams in Decision-making Agents
    in: The International FLAIRS Conference Proceedings,
    BibTeX
  • Thomas Sievers, Magnus Bender, Ralf Möller: Connecting AI Technologies as Online Services to a Humanoid Service Robot
    in: 15th International Conference on Computer and Automation Engineering (ICCAE), 2023, IEEE, p.431-435
    Website BibTeX
  • Nils Frohwitter, Alessa Hering, Ralf Möller, Mattis Hartwig: Evaluating the Effects of a Priori Deep Learning Image Synthesis on Multi-Modal MR-to-CT Image Registration Performance
    in: Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2023), 2023, p.322-329
    BibTeX
  • Baum, Lena, Johns, Marco, Poikela, Maija, Möller, Ralf, Ananthasubramaniam, Bharath, Prasser, Fabian: Data Integration and Analysis for Circadian Medicine
    in: Acta physiologica (Oxford, England), 2023, 02, p.e13951
    DOI Website BibTeX
  • Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke: Unsupervised Estimation of Subjective Content Descriptions
    in: 17th IEEE International Conference on Semantic Computing, (ICSC 2023), February 1-3, 2023, IEEE
    Website BibTeX
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2022

  • Jinghua Groppe, Rene Schlichting, Sven Groppe, Ralf Möller: Deep Learning-Based Classification of Customer Communications of a German Utility Company
    in: International Semantic Intelligence Conference (ISIC 2022), online, 2022
    Website BibTeX
  • Sylvia Melzer, Simon Schiff, Franziska Weise, Kaja Harter, Ralf Möller: Databasing on demand for research data repositories explained with a large epidoc dataset
    in: Book of Industry Papers, Poster Papers and Abstracts of the CENTERIS 2022 - Conference on ENTERprise Information Systems / ProjMAN 2022 - International Conference on Project MANagement / HCist 2022 - International Conference on Health and Social Care Info, 2022, M. M. Cruz-Cunha, R. Martinho, R. Rijo, D. Domongos, E. Peres (Ed.), SciKA, Portugal, p.150-153
    Website BibTeX
  • Marcel Gehrke, Ralf Möller, Tanya Braun: Who did it? Identifying the Most Likely Origins of Events
    in: Proceedings of the 11th International Conference on Probabilistic Graphical Models (PGM 2022), 2022, p.217-228
    Website BibTeX
  • Simon Schiff, Magnus Bender, Ralf Möller: Embodiment of an Agent by a Pepper Robot for Explaining Retrieval Results
    in: Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2022), , CEUR Workshop Proceedings, p.29-37
    Website BibTeX
  • Tanya Braun, Marcel Gehrke, Florian Lau, Ralf Möller: Lifting in Multi-agent Systems under Uncertainty
    in: 38th Conference on Uncertainty in Artificial Intelligence (UAI 2022), Eindhoven, Netherlands, August 1-5, 2022, 2022
    Website BibTeX
  • Melzer, Sylvia, Thiemann, Stefan, Peukert, Hagen, Ralf, Möller: Towards a Model-based and Variant-oriented Development of a System of Systems
    in: Advances in Science, Technology and Engineering Systems Journal, , Vol.7, (3), p.19-31
    Website BibTeX
  • Simon Schiff, Sylvia Melzer, Eva Wilden, Ralf Möller: TEI-based Interactive Critical Editions
    in: 15th IAPR International Workshop on Document Analysis Systems, 2022, May, Springer, Lecture Notes in Computer Science (LNCS)
    BibTeX
  • Mareike Stender, Mattis Hartwig, Tanya Braun, Ralf Möller: Increasing State Estimation Accuracy in the Inference Algorithm on a Hybrid Factor Graph Model
    in: The 35. International FLAIRS Conference Proceedings, 2022, May
    Website BibTeX
  • Moritz Hoffmann, Tanya Braun, Ralf Möller: Lifted Division for Lifted Hugin Belief Propagation,
    in: AISTATS-22 Proceedings of the 25th International Conference on Artificial Intelligence and Statistics,, 2022,, PMLR, p.6501-6510
    Website BibTeX
  • Nils Finke, Ralf Möller: On the Construction of Symmetries and Retaining Lifted Representations in Dynamic Probabilistic Relational Models
    in: Advances in Science, Technology and Engineering Systems Journal, 2022, Vol.7, (2)
    BibTeX
  • Magnus Bender, Felix Kuhr, Tanya Braun, Ralf Möller: Estimating Context-Specific Subjective Content Descriptions using BERT
    in: 16th IEEE International Conference on Semantic Computing, (ICSC 2022), Virtual, January 26-28, 2022, IEEE, p.171-172
    Website BibTeX:
    @INPROCEEDINGS{BeKuBrMo22,
    author ={Magnus Bender and Felix Kuhr and Tanya Braun and Ralf M\"oller},
    title ={Estimating Context-Specific Subjective Content Descriptions using BERT},
    booktitle ={16th {IEEE} International Conference on Semantic Computing, ({ICSC} 2022), Virtual, January 26-28},
    year ={2022},
    pages = {171-172},
    publisher = {{IEEE}},
    url ={https://doi.org/10.1109/ICSC52841.2022.00034},
    keywords ={Subjective Content Descriptions; Text Mining; BERT; Transformer},
    }
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2021

  • Magnus Bender, Tanya Braun, Marcel Gehrke, Felix Kuhr, Ralf Möller, Simon Schiff: Identifying and Translating Subjective Content Descriptions Among Texts
    in: International Journal of Semantic Computing, 2021, Vol.15, (4), p.461-485
    DOI BibTeX
  • Marisa Mohr, Ralf Möller: Ordering Principle Components of Multivariate Fractional Brownian Motion for Solving Inverse Problems
    in: Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2021 (APSIPA-ASC), 2021, IEEE
    DOI BibTeX
  • Finke, Nils, Möller, Ralf, Mohr, Marisa: Multivariate Ordinal Patterns for Symmetry Approximation in Dynamic Probabilistic Relational Models
    in: AI 2021: Advances in Artificial Intelligence, 2022, Long, Guodong, Yu, Xinghuo, Wang, Sen (Ed.), Springer International Publishing, p.543-555
    DOI BibTeX
  • Ralf Möller: Humanities-Centred Artificial Intelligence (CHAI) as an Emerging Paradigm, Jörg B. Quenzer (Ed.), p.245-266, De Gruyter, 2021, Vol.25/1
    DOI BibTeX
  • Tanya Braun, Stefan Fischer, Florian Lau, Ralf Möller: Lifting DecPOMDPs for Nanoscale Systems -- A Work in Progress
    in: 10th International Workshop on Statistical Relational AI at the 1st International Joint Conference on Learning and Reasoning, 2021
    BibTeX
  • Florian Marwitz, Tanya Braun, Ralf Möller: A First Step Towards Even More Sparse Encodings of Probability Distributions
    in: ILP-21 Proceedings of the 30th International Conference on Inductive Logic Programming, 2021
    BibTeX
  • Simon Schiff, Ralf Möller: On Human-Aware Information Seeking
    in: Proceedings of the Workshop on Humanities-Centred Artificial Intelligence (CHAI 2021), , CEUR Workshop Proceedings, p.31-39
    BibTeX
  • Marisa Mohr, Ralf Möller: A Summary of Canonical Multivariate Permutation Entropies on Multivariate Fractional Brownian Motion
    in: Advances in Science, Technology and Engineering Systems Journal, 2021, Vol.6, (5), p.107-124
    DOI BibTeX
  • Mattis Hartwig, Tanya Braun, Ralf Möller: Handling Overlaps When Lifting Gaussian Bayesian Networks
    in: Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), 2021, IJCAI Organization, Montreal, Kanada, p.4228-4234
    DOI BibTeX
  • Mareike Stender, Jan Graßhoff, Tanya Braun, Ralf Möller, Philipp Rostalski: A Hybrid Factor Graph Model for Biomedical Activity Detection
    in: IEEE EMBS - International Conference on Biomedical and Health Informatics (BHI 2021), Athens, Greece, July 27-30, 2021, 2021, IEEE, p.1-4
    DOI BibTeX
  • Sylvia Melzer, Stefan Thiemann, Ralf Möller: Modeling and Simulating Federated Databases for early Validation of Federated Searches using the Broker-based SysML Toolbox
    in: IEEE International Systems Conference (SysCon 2021), Vancouver, BC, Canada, April 15 - May 15, 2021, 2021, IEEE, p.1-6
    DOI BibTeX
  • Sylvia Melzer, Simon Schiff, Ralf Möller: Complementary Document Representations for Information Retrieval
    in: 34th International FLAIRS Conference (FLAIRS-34), North Miami Beach, Florida, USA, May 17-19, 2021
    DOI BibTeX
  • Nils Finke, Tanya Braun, Marcel Gehrke, Ralf Möller: Concept Drift Detection in Dynamic Probabilistic Relational Models
    in: The International FLAIRS Conference Proceedings, 2021, Vol.34
    DOI BibTeX
  • Nils Finke, Tanya Braun, Marcel Gehrke, Ralf Möller: Dynamic Domain Sizes in Temporal Probabilistic Relational Models
    in: The International FLAIRS Conference Proceedings, 2021, Vol.34
    DOI BibTeX
  • Nils Finke, Marisa Mohr, Alexander Lontke, Marwin Zünfle, Samuel Kounev, Ralf Möller: Recommendations for Data-Driven Degradation Estimation with Case Studies from Manufacturing and Dry-Bulk Shipping
    in: Research Challenges in Information Science - 15th International Conference, RCIS 2021, 2021, Samira Cherfi, Anna Perini, Selmin Nurcan (Ed.), Springer International Publishing, Lecture Notes in Business Information Processing, Vol.415, p.189-204
    DOI BibTeX
  • Marisa Mohr, Florian Wilhelm, Ralf Möller: On the Behaviour of Weighted Permutation Entropy on Fractional Brownian Motion in the Univariate and Multivariate Setting
    in: The International FLAIRS Conference Proceedings, 2021, April, Vol.34
    DOI BibTeX
  • Felix Kuhr, Matthis Lichtenberger, Tanya Braun, Ralf Möller: Enhancing Relational Topic Models with Named Entity Induced Links
    in: Proceedings of 15th IEEE International Conference on Semantic Computing (ICSC 2021), Laguna Hills, CA, USA, January 27-29, 2021, IEEE, p.314-317
    DOI BibTeX
  • Felix Kuhr, Magnus Bender, Tanya Braun, Ralf Möller: Context-specific Adaptation of Subjective Content Descriptions
    in: 15th IEEE International Conference on Semantic Computing, (ICSC 2021), Laguna Hills, CA, USA, January 27-29, 2021, IEEE, p.134-139
    DOI BibTeX
  • Magnus Bender, Tanya Braun, Marcel Gehrke, Felix Kuhr, Ralf Möller, Simon Schiff: Identifying Subjective Content Descriptions Among Texts
    in: 15th IEEE International Conference on Semantic Computing, (ICSC 2021), Laguna Hills, CA, USA, January 27-29, 2021, IEEE, p.9-16
    DOI BibTeX
  • Marisa Mohr, Christian Becker, Ralf Möller, Matthias Richter: Towards Collaborative Predictive Maintenance Leveraging Private Cross-Company Data
    in: INFORMATIK 2020, 2021, Ralf H. Reussner, Anne Koziolek, Robert Heinrich (Ed.), Gesellschaft für Informatik, Bonn, p.427-432
    DOI BibTeX
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2020

  • Marisa Mohr, Nils Finke, Ralf Möller: On the Behaviour of Permutation Entropy on Fractional Brownian Motion in a Multivariate Setting
    in: Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2020 (APSIPA-ASC), 2020, IEEE, p.189-196
    DOI BibTeX
  • Mattis Hartwig, Ralf Möller: How to Encode Dynamic Gaussian Bayesian Networks as Gaussian Processes?
    in: AI 2020: Advances in Artificial Intelligence - 33rd Australasian Joint Conference, AI 2020, , Springer, Canberra, ACT, Australia, November 29-30, 2020, Lecture Notes in Computer Science, Vol.12576, p.371-382
    DOI BibTeX
  • Nils Finke, Marcel Gehrke, Tanya Braun, Tristan Potten, Ralf Möller: Investigating Matureness of Probabilistic Graphical Models for Dry-Bulk Shipping
    in: Proceedings of the 10th International Conference on Probabilistic Graphical Models, 2020, 23-25 Sep, Manfred Jaeger, Thomas Dyhre Nielsen volu (Ed.), PMLR, Proceedings of Machine Learning Research, p.197-208
    DOI BibTeX
  • Mattis Hartwig, Ralf Möller: Lifted Query Answering in Gaussian Bayesian Networks
    in: International Conference on Probabilistic Graphical Models, (PGM 2020), 23.-25. September, Aalborg, Hotel Comwell Rebild Bakker, Sk\orping, Denmark, 2020, PMLR, Proceedings of Machine Learning Research, Vol.138, p.233-244
    Website BibTeX
  • Simon Schiff, Felix Kuhr, Sylvia Melzer, Ralf Möller: AI-based Companion Services for Humanities
    in: AI methods for digital heritage, Workshop at 43rd German Conference on Artificial Intelligence, 2020
    BibTeX
  • Peter Poensgen, Ralf Möller: Branch-and-Bound Ranked Search by Minimizing Parabolic Polynomials
    in: Open J. Databases, 2020, Vol.7, (1), p.12-20
    Website BibTeX
  • Felix Kuhr, Magnus Bender, Tanya Braun, Ralf Möller: Augmenting and Automating Corpus Enrichment
    in: Int. J. Semantic Computing, 2020, Vol.14, (2), p.173-197
    DOI BibTeX
  • Peter Poensgen, Ralf Möller: Quasi-Convex Scoring Functions in Branch-and-Bound Ranked Search
    in: Open Journal of Databases (OJDB), 2020, Vol.7, (1), p.1-11
    Website BibTeX
  • Marcel Gehrke, Ralf Möller, Tanya Braun: Taming Reasoning in Temporal Probabilistic Relational Models
    in: Proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020), 2020, p.2592 - 2599
    DOI BibTeX
  • Stefan Lüdtke, Marcel Gehrke, Tanya Braun, Ralf Möller, Thomas Kirste: Lifted Marginal Filtering for Asymmetric Models by Clustering-based Merging
    in: Proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020), 2020
    DOI BibTeX
  • Tanya Braun, Ralf Möller: Lifting Queries for Lifted Inference
    in: Proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020), 2020
    DOI BibTeX
  • Marisa Mohr, Florian Wilhelm, Mattis Hartwig, Ralf Möller, Karsten Keller: New Approaches in Ordinal Pattern Representations for Multivariate Time Series
    in: Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference (FLAIRS-33), 2020, AAAI Press, North Miami Beach, Florida, USA, May 17-20, 2020, p.124-129
    DOI BibTeX
  • Mattis Hartwig, Marisa Mohr, Ralf Möller: Constructing Gaussian Processes for Probabilistic Graphical Models
    in: Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference (FLAIRS-33), 2020, AAAI, North Miami Beach, Florida, USA, May 17-20, 2020, p.57-62
    DOI BibTeX
  • Tanya Braun, Ralf Möller: Exploring Unknown Universes in Probabilistic Relational Models
    in: 9th International Workshop on Statistical Relational AI at the 34th AAAI Conference on Artificial Intelligence, 2020, Springer International Publishing, Vol.abs/2001.02021, p.91–-103
    Website BibTeX
  • Marcel Gehrke, Tanya Braun, Ralf Möller: Taming Reasoning in Temporal Probabilistic Relational Models
    in: 9th International Workshop on Statistical Relational AI at the 34th AAAI Conference on Artificial Intelligence, 2020
    Website BibTeX
  • Felix Kuhr, Tanya Braun, Ralf Möller: Augmenting and Automating Corpus Enrichment
    in: Proceedings of the 14th IEEE International Conference on Semantic Computing (ICSC-20), 2020, Best Student Paper Award
    DOI BibTeX
  • Felix Kuhr, Magnus Bender, Tanya Braun, Ralf Möller: Maintaining Topic Models for Growing Corpora
    in: Proceedings of the 14th IEEE International Conference on Semantic Computing (ICSC-20), 2020
    DOI BibTeX
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2019

  • Marcel Gehrke, Tanya Braun, Ralf Möller: Efficient Multiple Query Answering in Switched Probabilistic Relational Models
    in: Proceedings of AI 2019: Advances in Artificial Intelligence, 2019, Springer, Lecture Notes in Computer Science, Vol.11919, p.104-116
    DOI BibTeX
  • Tanya Braun, Ralf Möller: Exploring Unknown Universes in Probabilistic Relational Models
    in: Proceedings of AI 2019: Advances in Artificial Intelligence, 2019, Springer, p.91-103
    DOI BibTeX
  • Felix Kuhr, Tanya Braun, Magnus Bender, Ralf Möller: To Extend or not to Extend? Context-specific Corpus Enrichment
    in: Proceedings of AI 2019: Advances in Artificial Intelligence, 2019, Springer, p.357-368
    DOI BibTeX
  • Marcel Gehrke, Simon Schiff, Tanya Braun, Ralf Möller: Which Patient to Treat Next? Probabilistic Stream-based Reasoning for Decision Support and Monitoring
    in: Proceedings of the ICBK 2019, 2019, IEEE, p.73-80
    DOI BibTeX
  • Mattis Hartwig, Marcel Gehrke, Ralf Möller: Approximate Query Answering in Complex Gaussian Mixture Models
    in: Proceedings of the ICBK 2019, 2019, IEEE, p.81-86
    DOI BibTeX
  • Evgeny Kharlamov, Yannis Kotidis, Theofilos Mailis, Christian Neuenstadt, Charalampos Nikolaou, Özgür L. Özçep, Christoforos Svingos, Dmitriy Zheleznyakov, Yannis Ioannidis, Steffen Lamparter, Ralf Möller, Arild Waaler: An ontology-mediated analytics-aware approach to support monitoring and diagnostics of static and streaming data
    in: Journal of Web Semantics, 2019, Vol.56, p.30-55
    Website BibTeX
  • Marcel Gehrke, Tanya Braun, Ralf Möller: Lifted Temporal Most Probable Explanation
    in: Graph-Based Representation and Reasoning - 24th International Conference on Conceptual Structures, (ICCS 2019), Marburg, Germany, July 1-4,, 2019, Springer, Lecture Notes in Computer Science, Vol.11530, p.72-85
    DOI BibTeX
  • Özgür L. Özçep, Ralf Möller: On Bounded-Memory Stream Data Processing with Description Logics
    in: , 2019, June, Springer Nature Switzerland AG, Cham, Vol.11560, p.639-660
    DOI BibTeX
  • Marcel Gehrke, Tanya Braun, Ralf Möller: Lifted Temporal Maximum Expected Utility
    in: Proceedings of the 32nd Canadian Conference on Artificial Intelligence, Canadian AI 2019, 2019, Springer, p.380-386
    DOI BibTeX
  • Marcel Gehrke, Tanya Braun, Ralf Möller: Uncertain Evidence for Probabilistic Relational Models
    in: Proceedings of the 32nd Canadian Conference on Artificial Intelligence, Canadian AI 2019, 2019, Springer, Lecture Notes in Computer Science, Vol.11489, p.80-93
    DOI BibTeX
  • Marcel Gehrke, Tanya Braun, Ralf Möller: Relational Forward Backward Algorithm for Multiple Queries
    in: Proceedings of the 32nd International Florida Artificial Intelligence Research Society Conference (FLAIRS-19), 2019, AAAI Press, p.464-469
    Website BibTeX
  • Özgür L. Özçep, Felix Kuhr, Ralf Möller: Influence-Based Independence
    in: Proceedings of the 32nd International Florida Artificial Intelligence Research Society Conference (FLAIRS-19), 2019, AAAI Press, p.26-31
    Website BibTeX
  • Marcel Gehrke, Tanya Braun, Ralf Möller, Alexander Waschkau, Christoph Strumann, Jost Steinhäuser: Lifted Maximum Expected Utility
    in: Artificial Intelligence in Health, 2019, Springer International Publishing, p.131-141
    DOI BibTeX
  • Felix Kuhr, Bjarne Witten, Ralf Möller: Corpus-Driven Annotation Enrichment
    in: Proceedings of the 13th IEEE International Conference on Semantic Computing (ICSC-19), 2019, Jan, p.138-141
    DOI BibTeX
  • Felix Kuhr, Ralf Möller: Constructing and Maintaining Corpus-Driven Annotations
    in: Proceedings of the 13th IEEE International Conference on Semantic Computing (ICSC-19), 2019, Jan, p.462-467
    DOI BibTeX
  • Simon Schiff, Möller, Özgür L. Özçep: Ontology-Based Data Access to Big Data
    in: Open J. Databases, 2019, Vol.6, (1), p.21-32
    Website BibTeX
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2018

  • Simon Schiff, Özgür L. Özçep, Ralf Möller: Ontology-based Data Access to Big Data
    in: Open Journal of Databases (OJDB), 2018, Vol.6, p.21-32, Postproceeding of Hidest 18
    BibTeX
  • Marcel Gehrke, Tanya Braun, Ralf Möller: Answering Multiple Conjunctive Queries with the Lifted Dynamic Junction Tree Algorithm
    in: Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018, Springer, p.543-555
    DOI BibTeX
  • Marcel Gehrke, Tanya Braun, Ralf Möller: Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm
    in: Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018, Springer, p.556-562
    DOI BibTeX
  • Tanya Braun, Ralf Möller: Adaptive Inference on Probabilistic Relational Models
    in: AI 2018: Advances in Artificial Intelligence, 2018, Springer, p.487-500
    DOI BibTeX
  • Simon Schiff, Marcel Gehrke, Ralf Möller: Efficient Enriching of Synthesized Relational Patient Data with Time Series Data
    in: Procedia Computer Science, 2018, Vol.141, p.531 - 538, The 8th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2018) / Affiliated Workshops
    DOI BibTeX
  • Tanya Braun, Ralf Möller: Fusing First-order Knowledge Compilation and the Lifted Junction Tree Algorithm
    in: Proceedings of KI 2018: Advances in Artificial Intelligence, 2018, Springer, p.24-37
    DOI BibTeX
  • Marcel Gehrke, Tanya Braun, Ralf Möller: Towards Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm
    in: Proceedings of KI 2018: Advances in Artificial Intelligence, 2018, Springer, p.38-45
    DOI BibTeX
  • Tanya Braun, Ralf Möller: Parameterised Queries and Lifted Query Answering
    in: IJCAI-18 Proceedings of the 27th International Joint Conference on Artificial Intelligence, 2018, International Joint Conferences on Artificial Intelligence Organization, p.4980-4986
    DOI BibTeX
  • Tanya Braun, Ralf Möller: Fusing First-order Knowledge Compilation and the Lifted Junction Tree Algorithm
    in: 8th International Workshop on Statistical Relational AI at the 27th International Joint Conference on Artificial Intelligence, 2018
    Website BibTeX
  • Marcel Gehrke, Tanya Braun, Ralf Möller: Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm
    in: 8th International Workshop on Statistical Relational AI at the 27th International Joint Conference on Artificial Intelligence, 2018
    Website BibTeX
  • Marcel Gehrke, Tanya Braun, Ralf Möller: Answering Hindsight Queries with Lifted Dynamic Junction Trees
    in: 8th International Workshop on Statistical Relational AI at the 27th International Joint Conference on Artificial Intelligence, 2018
    Website BibTeX
  • Marcel Gehrke, Tanya Braun, Ralf Möller, Alexander Waschkau, Christoph Strumann, Jost Steinhäuser: Towards Lifted Maximum Expected Utility
    in: Proceedings of the First Joint Workshop on Artificial Intelligence in Health in Conjunction with the 27th IJCAI, the 23rd ECAI, the 17th AAMAS, and the 35th ICML, 2018, CEUR-WS.org, CEUR Workshop Proceedings, Vol.2142, p.93-96
    Website BibTeX
  • Marcel Gehrke, Tanya Braun, Ralf Möller: Lifted Dynamic Junction Tree Algorithm
    in: Proceedings of the International Conference on Conceptual Structures, 2018, Springer, p.55-69
    DOI BibTeX
  • Tanya Braun, Ralf Möller: Lifted Most Probable Explanation
    in: Proceedings of the International Conference on Conceptual Structures, 2018, Springer, p.39-54,
    DOI BibTeX
  • Özgür L. Özçep, Ralf Möller: Towards Foundations of Agents Reasoning on Streams of Percepts
    in: Proceedings of the 31st International Florida Artificial Intelligence Research Society Conference (FLAIRS-18), 2018, p.80-85
    BibTeX
  • Tanya Braun, Ralf Möller: Counting and Conjunctive Queries in the Lifted Junction Tree Algorithm - Extended Version
    in: Postproceedings of the 5th International Workshop on Graph Structures for Knowledge Representation and Reasoning, 2018, Springer, p.54-72,
    DOI BibTeX
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2017

  • Tanya Braun, Felix Kuhr, Ralf Möller: Unsupervised Text Annotations
    in: Proceedings of the 6th Workshop on Dynamics of Knowledge and Belief (DKB-2017) and the 5th Workshop KI & Kognition (KIK-2017) co-located with 40th German Conference on Artificial Intelligence (KI 2017), 2017, 25.-29.09., CEUR-WS.org, CEUR Workshop Proceedings, Vol.1928, p.23-30
    Website BibTeX
  • Tanya Braun, Ralf Möller: Preventing Groundings and Handling Evidence in the Lifted Junction Tree Algorithm
    in: KI 2017: Advances in Artificial Intelligence. KI 2017 - 40th Annual German Conference on AI, Dortmund, Germany, September 25-29, 2017, 2017, Springer, LNCS, Vol.10505, p.85-98
    DOI BibTeX
  • Tanya Braun, Ralf Möller: Counting and Conjunctive Queries in the Lifted Junction Tree Algorithm
    in: Graph Structures for Knowledge Representation and Reasoning - 5th International Workshop (GKR 2017), Melbourne, Australia, 2017, 21. August
    Website BibTeX
  • Alexander Motzek, Gustavo Gonzalez-Granadillo, Herve Debar, Joaquin Garcia-Alfaro, Ralf Möller: Selection of Pareto-efficient Response Plans based on Financial and Operational Assessments
    in: EURASIP Journal on Information Security, 2017, Juli, p.2017:12
    Website BibTeX
  • Motzek, Alexander, Möller, Ralf: Indirect Causes in Dynamic Bayesian Networks Revisited
    in: Journal of Artificial Intelligence Research (JAIR), 2017, Vol.59, p.1-58
    Website BibTeX
  • Evgeny Kharlamov, Theofilos Mailis, Gulnar Mehdi, Christian Neuenstadt, Özgür Özçep, Mikhail Roshchin, Nina Solomakhina, Ahmet Soylu, Christoforos Svingos, Sebastian Brandt, Martin Giese, Yannis Ioannidis, Steffen Lamparter, Ralf Möller, Yannis Kotidis, Arild Waaler: Semantic access to streaming and static data at Siemens
    in: Web Semantics: Science, Services and Agents on the World Wide Web, 2017
    DOI BibTeX
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2016

  • Alexander Motzek, Ralf Möller: Context- and Bias-Free Probabilistic Mission Impact Assessment
    in: Computers & Security, DOI j.cose.2016.11.005, 2016, Vol.65, p.166-186, ISSN 0167-4048
    DOI BibTeX
  • Mona Lange, Ralf Möller: Time Series Data Mining for Network Service Dependency Analysis
    in: International Joint Conference SOCO 16-CISIS 16-ICEUTE 16, San Sebastián, Spain, 2016, October 19-21, Manuel Graña, López-Guede, José Manuel, Oier Etxaniz, Álvaro Herrero, Héctor Quintián, Emilio Corchado (Ed.), Springer International Publishing, p.584-594
    Website BibTeX
  • Karsten Martiny, Ralf Möller: Reasoning about Imprecise Beliefs in Multi-Agent Systems with PDT Logic
    in: KI - Künstliche Intelligenz, 2016, p.1-9
    DOI BibTeX
  • Evgeny Kharlamov, Yannis Kotidis, Theofilos Mailis, Christian Neuenstadt, Charalampos Nikolaou, Özgür L. Özçep, Christoforos Svingos, Dmitriy Zheleznyakov, Sebastian Brandt, Ian Horrocks, Yannis E. Ioannidis, Steffen Lamparter, Ralf Möller: Towards Analytics Aware Ontology Based Access to Static and Streaming Data
    in: The Semantic Web - ISWC 2016 - 15th International Semantic Web Conference, Kobe, Japan, October 17-21, 2016, Proceedings, Part II, 2016, Paul T. Groth, Elena Simperl, Alasdair J. G. Gray, Marta Sabou, Markus Krötzsch, Freddy Lécué, Fabian Flöck, Yolanda Gil (Ed.), Lecture Notes in Computer Science, Vol.9982, p.344-362
    DOI BibTeX
  • Alexander Motzek, Ralf Möller: Probabilistic Mission Defense and Assurance
    in: NATO IST-148 Symposium on Cyber Defence Situation Awareness, NATO IST-148, Sofia, Bulgaria, October 3-4, 2016
    BibTeX
  • Mona Lange, Felix Kuhr, Ralf Möller: Using a Deep Understanding of Network Activities for Workflow Mining
    in: KI 2016: Advances in Artificial Intelligence - 39th Annual German Conference on AI, Klagenfurt, Austria, September 26-30, 2016, Springer, Lecture Notes in Computer Science, Vol.9904, p.177-184
    Website BibTeX
  • Tanya Braun, Ralf Möller: Lifted Junction Tree Algorithm
    in: KI 2016: Advances in Artificial Intelligence - 39th Annual German Conference on AI, Klagenfurt, Austria, September 26-30, 2016, 2016, Gerhard Friedrich, Malte Helmert, Franz Wotawa (Ed.), Springer, Lecture Notes in Computer Science, Vol.9904, p.30-42
    DOI BibTeX
  • Karsten Martiny, Ralf Möller: PDT Logic: A Probabilistic Doxastic Temporal Logic for Reasoning about Beliefs in Multi-agent Systems
    in: J. Artif. Intell. Res. (JAIR), 2016, Vol.57, p.39-112
    Website BibTeX
  • Alexander Motzek, Christina Geick, Ralf Möller: Semantic Normalization and Merging of Business Dependency Models
    in: CBI 2016: 18th IEEE Conference on Business Informatics, Paris, France, August 29 - September 1, 2016
    BibTeX
  • Mona Lange, Felix Kuhr, Ralf Möller: Using a Deep Understanding of Network Activities for Network Vulnerability Assessment
    in: Proceedings of the 1st International Workshop on AI for Privacy and Security, PrAISe@ECAI 2016, The Hague, Netherlands,29.08.-02.09., 2016, ACM, p.6:1-6:8
    Website BibTeX
  • Mona Lange, Felix Kuhr, Ralf Möller: Using a Deep Understanding of Network Activities for Network Vulnerability Assessment
    in: ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands - Including Prestigious Applications of Artificial Intelligence (PAIS 2016), 2016, Gal A. Kaminka, Fox, Bouquet, Hüllermeier, Dignum, Dignum, Frank van Harmelen (Ed.), IOS Press, Frontiers in Artificial Intelligence and Applications, Vol.285, p.1583-1585
    Website BibTeX
  • Evgeny Kharlamov, Sebastian Brandt, Ernesto Jiménez-Ruiz, Yannis Kotidis, Steffen Lamparter, Theofilos Mailis, Christian Neuenstadt, Özgür L. Özçep, Christoph Pinkel, Christoforos Svingos, Dmitriy Zheleznyakov, Ian Horrocks, Yannis E. Ioannidis, Ralf Möller: Ontology-Based Integration of Streaming and Static Relational Data with Optique
    in: Proceedings of the 2016 International Conference on Management of Data, SIGMOD Conference 2016, San Francisco, CA, USA, June 26 - July 01, 2016, Fatma Özcan, Georgia Koutrika, Sam Madden (Ed.), ACM, p.2109-2112
    Website BibTeX
  • Evgeny Kharlamov, Sebastian Brandt, Martin Giese, Ernesto Jiménez-Ruiz, Yannis Kotidis, Steffen Lamparter, Theofilos Mailis, Christian Neuenstadt, Özgür L. Özçep, Christoph Pinkel, Ahmet Soylu, Christoforos Svingos, Dmitriy Zheleznyakov, Ian Horrocks, Yannis E. Ioannidis, Ralf Möller, Arild Waaler: Enabling semantic access to static and streaming distributed data with optique: demo
    in: Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems, DEBS 16, Irvine, CA, USA, June 20 - 24, 2016, Avigdor Gal, Matthias Weidlich, Vana Kalogeraki, Nalini Venkasubramanian (Ed.), ACM, p.350-353
    Website BibTeX
  • Ralf Möller, Özgür L. Özcep, Volker Haarslev, Anahita Nafissi, Michael Wessel: Abductive Conjunctive Query Answering w.r.t. Ontologies
    in: KI - Künstliche Intelligenz, 2016, Vol.30, (2), p.177-182
    DOI BibTeX
  • Mona Lange, Felix Kuhr, Ralf Moeller: Using a Deeper Understanding of Network Activities for Security Event Management
    in: International Journal of Network Security & Its Applications (IJNSA), 2016
    BibTeX
  • Tanya Braun, Ralf Möller: Lifted Junction Tree Algorithm
    IFIS, Universität zu Lübeck, 2016, Long version of the KI 2016 conference paper
    BibTeX
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2015

  • Mona Lange, Ralf Möller, Gregor Lang, Felix Kuhr: Event Prioritization and Correlation based on Pattern Mining Techniques
    in: 14th International Conference on Machine Learning and Applications Workshops, ICMLA 2015, Miami, Florida, USA, December 9-11, 2015. Volume 2: Special Sessions and Workshop, 2015
    BibTeX
  • Alexander Motzek, Ralf Möller: Exploiting Innocuousness in Bayesian Networks
    in: AI 2015: Advances in Artificial Intelligence - Proceedings of the 28th Australasian Conference, Canberra, ACT, Australia, November 30 - December 4, 2015, 2015, p.411-423
    DOI BibTeX
  • Özgür L. Özçep, Ralf Möller, Christian Neuenstadt: Stream-Query Compilation with Ontologies
    in: Proceedings of the 28th Australasian Joint Conference on Artificial Intelligence 2015 (AI 2015), 2015, Bernhard Pfahringer, Jochen Renz (Ed.), Springer International Publishing, LNAI, Vol.9457
    BibTeX
  • Karsten Martiny, Ralf Möller: Abduction in PDT Logic
    in: , AI 2015: Advances in Artificial Intelligence, 2015, Pfahringer, Bernhard, Renz, Jochen, Springer International Publishing
    BibTeX
  • Ralf Möller, Christian Neuenstadt, Özgür L. Özçep: Stream-temporal Querying with Ontologies
    in: HiDeSt 15--Proceedings of the First Workshop on High-Level Declarative Stream Processing (co-located with KI 2015), 2015, Daniela Nicklas, Özgür L. Özçep (Ed.), CEUR-WS.org, CEUR Workshop Proceedings, Vol.1447, p.42-55
    BibTeX
  • Christian Neuenstadt, Ralf Möller, Özgür L. Özçep: OBDA for Temporal Querying and Streams with STARQL
    in: HiDeSt 15--Proceedings of the First Workshop on High-Level Declarative Stream Processing (co-located with KI 2015), 2015, Daniela Nicklas, Özgür L. Özçep (Ed.), CEUR-WS.org, CEUR Workshop Proceedings, Vol.1447, p.70-75
    BibTeX
  • Oliver Gries, Möller, Nafissi, Rosenfeld, Sokolski, Sebastian Wandelt: Dealing Efficiently with Ontology-Enhanced Linked Data for Multimedia
    in: Proceedings of the 1st Workshop on High-Level Declarative Stream Processing co-located with the 38th German AI conference (KI 2015), Dresden, Germany, September 22, 2015., 2015, CEUR-WS.org, CEUR Workshop Proceedings, Vol.1447, p.28-41
    Website BibTeX
  • Karsten Martiny, Ralf Möller: A Probabilistic Doxastic Temporal Logic for Reasoning about Beliefs in Multi-agent Systems
    IFIS, Universität zu Lübeck, 2015, Technical Report
    BibTeX
  • Alexander Motzek, Ralf Möller: Indirect Causes in Dynamic Bayesian Networks Revisited
    in: IJCAI 2015: 24th International Joint Conference on Artificial Intelligence, 2015, July, AAAI, Buenos Aires, Argentina, p.703-709
    Website BibTeX
  • Karsten Martiny, Alexander Motzek, Ralf Möller: Formalizing Agents’ Beliefs for Cyber-Security Defense Strategy Planning
    in: International Joint Conference - CISIS 15 and ICEUTE 15, 8th International Conference on Computational Intelligence in Security for Information Systems / 6th International Conference on European Transnational Education, 2015, June, Springer International Publishing, Burgos, Spain, Vol.369, p.15-25
    DOI BibTeX
  • Alexander Motzek, Ralf Möller, Mona Lange, Samuel Dubus: Probabilistic Mission Impact Assessment based on Widespread Local Events
    in: NATO IST-128 Workshop on Cyber Attack Detection, Forensics and Attribution for Assessment of Mission Impact, 2015, June, IST, Istanbul, Turkey
    BibTeX
  • Karsten Martiny, Ralf Möller: A Probabilistic Doxastic Temporal Logic for Reasoning about Beliefs in Multi-agent Systems
    in: Proceedings of the 7th International Conference on Agents and Artificial Intelligence (ICAART 2015), 2015, January 10 - 12, Lisbon, Portugal
    BibTeX
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2014

  • Karsten Martiny, Ralf Möller: PDT Logic for Stream Reasoning in Multi-agent Systems
    in: Proceedings of the 6th International Symposium on Symbolic Computation in Software Science (SCSS 2014), 2014, December 7 - 11, Gammarth, La Marsa, Tunisia
    BibTeX
  • S. Melzer, R. God, T. Kiehl, R. Möller, M. Wessel: Identifikation von Varianten durch Berechnung der semantischen Differenz von Modellen
    in: Tag des Systems Engineering, p.279-288, Carl Hanser Verlag, 2014
    BibTeX
  • Özgür L. Özçep, Ralf Möller, Christian Neuenstadt: A Stream-Temporal Query Language for Ontology Based Data Access
    in: KI 2014, 2014, September 22 - 26, Springer International Publishing Switzerland, Stuttgart, LNCS, Vol.8736, p.183-194
    BibTeX
  • Ö. L. Özçep, R. Möller: Ontology Based Data Access on Temporal and Streaming Data
    in: Reasoning Web. Reasoning and the Web in the Big Data Era, 2014, September 08 - 13, Koubarakis, M., Stamou, G., Stoilos, G., Horrocks, I., Kolaitis, P., Lausen, G., Weikum, G. (Ed.), Springer, Lecture Notes in Computer Science, Vol.8714, p.279-312
    BibTeX
  • Özgür L. Özçep, Ralf Möller, Christian Neuenstadt: A Stream-Temporal Query Language for Ontology Based Data Access
    in: Proceedings of the 7th International Workshop on Description Logics (DL-2014), 2014, July 17 - 20, Meghyn Bienvenu, Magdalena Ortiz, Riccardo Rosati, Mantas Simkus (Ed.), Vienna, Austria
    BibTeX
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