Ralf Möller

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 125

Top Venues

CoRR

Australasian Conference on Artificial Intelligence

ICSC

CHAI@KI

Publications

Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
Enhancement of Subjective Content Descriptions by using Human Feedback. CoRR (2024)
Malte Luttermann, Tanya Braun, Ralf Möller, Marcel Gehrke
Colour Passing Revisited: Lifted Model Construction with Commutative Factors. AAAI (2024)
Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
Unsupervised Estimation of Subjective Content Descriptions in an Information System. Int. J. Semantic Comput. 18 (1) (2024)
Malte Luttermann, Mattis Hartwig, Tanya Braun, Ralf Möller, Marcel Gehrke
Lifted Causal Inference in Relational Domains. CoRR (2024)
Björn Filter, Ralf Möller, Özgür Lütfü Özçep
Mechanisms for Data Sharing in Collaborative Causal Inference (Extended Version). CoRR (2024)
Simon Schiff, Sebastian Wolfrum, Ralf Möller, Mattis Hartwig
Using Data Synthesis to Improve Length of Stay Predictions for Patients with Rare Diagnoses. FLAIRS (2024)
Malte Luttermann, Ralf Möller, Marcel Gehrke
Lifting Factor Graphs with Some Unknown Factors. CoRR (2024)
Jinghua Groppe, Sven Groppe, Ralf Möller
Variables are a Curse in Software Vulnerability Prediction. CoRR (2024)
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. CoRR (2024)
Mattis Hartwig, Simon Schiff, Sebastian Wolfrum, Ralf Möller
Aggregating Predicted Individual Hospital Length of Stay to Predict Bed Occupancy for Hospitals. BIOSTEC (2) (2024)
Malte Luttermann, Mattis Hartwig, Tanya Braun, Ralf Möller, Marcel Gehrke
Lifted Causal Inference in Relational Domains. CLeaR (2024)
Mattis Hartwig, Ralf Möller, Tanya Braun
An extended view on lifting Gaussian Bayesian networks. Artif. Intell. 330 (2024)
Jinghua Groppe, Sven Groppe, Daniel Senf, Ralf Möller
There Are Infinite Ways to Formulate Code: How to Mitigate the Resulting Problems for Better Software Vulnerability Detection. Inf. 15 (4) (2024)
Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
ReFrESH - Relation-preserving Feedback-reliant Enhancement of Subjective Content Descriptions. ICSC (2024)
Sylvia Melzer, Hagen Peukert, Eliana Dal Sasso, Charles Li, Thomas Asselborn, Ralf Möller
Federated Information Retrieval in Cross-Domain Information Systems. CHAI@KI (2023)
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. Data Sci. J. 22 (2023)
Malte Luttermann, Ralf Möller, Marcel Gehrke
Lifting Factor Graphs with Some Unknown Factors. ECSQARU (2023)
Simon Schiff, Mena Leemhuis, Özgür L. Özçep, Ralf Möller
Query Transformation for Processing Streams in Decision-making Agents. FLAIRS (2023)
Malte Luttermann, Tanya Braun, Ralf Möller, Marcel Gehrke
Colour Passing Revisited: Lifted Model Construction with Commutative Factors. CoRR (2023)
Magnus Bender, Kira Schwandt, Ralf Möller, Marcel Gehrke
FrESH - Feedback-reliant Enhancement of Subjective Content Descriptions by Humans. CHAI@KI (2023)
Florian Andreas Marwitz, Ralf Möller, Marcel Gehrke
PETS: Predicting Efficiently Using Temporal Symmetries in Temporal PGMs. ECSQARU (2023)
Simon Schiff, Ralf Möller
Persistent Data, Sustainable Information. CHAI@KI (2023)
Jinghua Groppe, Sven Groppe, Ralf Möller
Variables are a Curse in Software Vulnerability Prediction. DEXA (1) (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. CHAI@KI (2023)
Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
LESS is More: LEan Computing for Selective Summaries. KI (2023)
Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
Unsupervised Estimation of Subjective Content Descriptions. ICSC (2023)
Thomas Sievers, Magnus Bender, Ralf Möller
Connecting AI Technologies as Online Services to a Humanoid Service Robot. ICCAE (2023)
Sylvia Melzer, Meike Klettke, Franziska Weise, Kaja Harter-Uibopuu, Ralf Möller
EpiDoc Data Matching for Federated Information Retrieval in the Humanities. FedCSIS (2023)
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. HEALTHINF (2023)
Nadja Redzuan, Ralf Möller, Marcel Gehrke, Tanya Braun
On Domain-specific Topic Modelling Using the Case of a Humanities Journal. CHAI@KI (2023)
Melle Mendikowski, Benjamin Schindler, Thomas Schmid, Ralf Möller, Mattis Hartwig
Improved Techniques for Training Tabular GANs Using Cramer's V Statistics. Canadian AI (2023)
Mareike Stender, Mattis Hartwig, Tanya Braun, Ralf Möller
Increasing State Estimation Accuracy in the Inference Algorithm on a Hybrid Factor Graph Model. FLAIRS (2022)
Simon Schiff, Magnus Bender, Ralf Möller
Embodiment of an Agent by a Pepper Robot for Explaining Retrieval Results. CHAI@KI (2022)
Nils Finke, Ralf Möller, Marisa Mohr
Multivariate Ordinal Patterns for Symmetry Approximation in Dynamic Probabilistic Relational Models. AI (2022)
Simon Schiff, Sylvia Melzer, Eva Wilden, Ralf Möller
TEI-Based Interactive Critical Editions. DAS (2022)
Marcel Gehrke, Ralf Möller, Tanya Braun
Who did it? Identifying the Most Likely Origins of Events. PGM (2022)
Moritz P. Hoffmann, Tanya Braun, Ralf Möller
Lifted Division for Lifted Hugin Belief Propagation. AISTATS (2022)
Magnus Bender, Felix Kuhr, Tanya Braun, Ralf Möller
Estimating Context-Specific Subjective Content Descriptions using BERT. ICSC (2022)
Florian-Lennert Adrian Lau, Tanya Braun, Ralf Möller, Stefan Fischer
Using decPOMDPcoms to holistically model and program nanodevices and emergent nanonetworks. NANOCOM (2022)
Tanya Braun, Marcel Gehrke, Florian Lau, Ralf Möller
Lifting in multi-agent systems under uncertainty. UAI (2022)
Felix Kuhr, Mathis Lichtenberger, Tanya Braun, Ralf Möller
Enhancing Relational Topic Models with Named Entity Induced Links. ICSC (2021)
Nils Finke, Marisa Mohr, Alexander Lontke, Marwin Züfle, Samuel Kounev, Ralf Möller
Recommendations for Data-Driven Degradation Estimation with Case Studies from Manufacturing and Dry-Bulk Shipping. RCIS (2021)
Sylvia Melzer, Stefan Thiemann, Ralf Möller
Modeling and Simulating Federated Databases for early Validation of Federated Searches using the Broker-based SysML Toolbox. SysCon (2021)
Magnus Bender, Tanya Braun, Marcel Gehrke, Felix Kuhr, Ralf Möller, Simon Schiff
Identifying Subjective Content Descriptions among Texts. ICSC (2021)
Ralf Möller
Humanities-Centered AI: From Machine Learning to Machine Training. CHAI@KI (2021)
Tanya Braun, Stefan Fischer, Florian Lau, Ralf Möller
Lifting DecPOMDPs for Nanoscale Systems - A Work in Progress. CoRR (2021)
Nils Finke, Tanya Braun, Marcel Gehrke, Ralf Möller
Dynamic Domain Sizes in Temporal Probabilistic Relational Models. FLAIRS Conference (2021)
Simon Schiff, Ralf Möller
On Human-Aware Information Seeking. CHAI@KI (2021)
Marisa Mohr, Ralf Möller
Ordering Principal Components of Multivariate Fractional Brownian Motion for Solving Inverse Problems. APSIPA ASC (2021)
Mattis Hartwig, Tanya Braun, Ralf Möller
Handling Overlaps When Lifting Gaussian Bayesian Networks. IJCAI (2021)
Nils Finke, Tanya Braun, Marcel Gehrke, Ralf Möller
Concept Drift Detection in Dynamic Probabilistic Relational Models. FLAIRS Conference (2021)
Magnus Bender, Tanya Braun, Marcel Gehrke, Felix Kuhr, Ralf Möller, Simon Schiff
Identifying and Translating Subjective Content Descriptions Among Texts. Int. J. Semantic Comput. 15 (4) (2021)
Florian Andreas Marwitz, Tanya Braun, Ralf Möller
A First Step Towards Even More Sparse Encodings of Probability Distributions. ILP (2021)
Felix Kuhr, Magnus Bender, Tanya Braun, Ralf Möller
Context-specific Adaptation of Subjective Content Descriptions. ICSC (2021)
Mareike Stender, Jan Graßhoff, Tanya Braun, Ralf Möller, Philipp Rostalski
A Hybrid Factor Graph Model for Biomedical Activity Detection. BHI (2021)
Marisa Mohr, Florian Wilhelm, Ralf Möller
On the Behaviour of Weighted Permutation Entropy on Fractional Brownian Motion in the Univariate and Multivariate Setting. FLAIRS Conference (2021)
Nils Finke, Marcel Gehrke, Tanya Braun, Tristan Potten, Ralf Möller
Investigating Matureness of Probabilistic Graphical Models for Dry-Bulk Shipping. PGM (2020)
Tanya Braun, Ralf Möller
Lifting Queries for Lifted Inference. ECAI (2020)
Marcel Gehrke, Ralf Möller, Tanya Braun
Taming Reasoning in Temporal Probabilistic Relational Models. ECAI (2020)
Tanya Braun, Ralf Möller
Exploring Unknown Universes in Probabilistic Relational Models. CoRR (2020)
Marisa Mohr, Florian Wilhelm, Mattis Hartwig, Ralf Möller, Karsten Keller
New Approaches in Ordinal Pattern Representations for Multivariate Time Series. FLAIRS Conference (2020)
Marisa Mohr, Christian Becker, Ralf Möller, Matthias Richter
Towards Collaborative Predictive Maintenance Leveraging Private Cross-Company Data. GI-Jahrestagung (2020)
Peter Poensgen, Ralf Möller
Branch-and-Bound Ranked Search by Minimizing Parabolic Polynomials. Open J. Databases 7 (1) (2020)
Mattis Hartwig, Marisa Mohr, Ralf Möller
Constructing Gaussian Processes for Probabilistic Graphical Models. FLAIRS Conference (2020)
Mattis Hartwig, Ralf Möller
Lifted Query Answering in Gaussian Bayesian Networks. PGM (2020)
Felix Kuhr, Magnus Bender, Tanya Braun, Ralf Möller
Maintaining Topic Models for Growing Corpora. ICSC (2020)
Stefan Lüdtke, Marcel Gehrke, Tanya Braun, Ralf Möller, Thomas Kirste
Lifted Marginal Filtering for Asymmetric Models by Clustering-Based Merging. ECAI (2020)
Mattis Hartwig, Ralf Möller
How to Encode Dynamic Gaussian Bayesian Networks as Gaussian Processes? Australasian Conference on Artificial Intelligence (2020)
Peter Poensgen, Ralf Möller
Quasi-Convex Scoring Functions in Branch-and-Bound Ranked Search. Open J. Databases 7 (1) (2020)
Felix Kuhr, Tanya Braun, Magnus Bender, Ralf Möller
Augmenting and Automating Corpus Enrichment. Int. J. Semantic Comput. 14 (2) (2020)
Marisa Mohr, Nils Finke, Ralf Möller
On the Behaviour of Permutation Entropy on Fractional Brownian Motion in a Multivariate Setting. APSIPA (2020)
Felix Kuhr, Tanya Braun, Ralf Möller
Augmenting and Automating Corpus Enrichment. ICSC (2020)
Evgeny Kharlamov, Yannis Kotidis, Theofilos Mailis, Christian Neuenstadt, Charalampos Nikolaou, Özgür L. Özçep, Christoforos Svingos, Dmitriy Zheleznyakov, Yannis E. Ioannidis, Steffen Lamparter, Ralf Möller, Arild Waaler
An ontology-mediated analytics-aware approach to support monitoring and diagnostics of static and streaming data. J. Web Semant. 56 (2019)
Marcel Gehrke, Tanya Braun, Ralf Möller
Relational Forward Backward Algorithm for Multiple Queries. FLAIRS Conference (2019)
Felix Kuhr, Tanya Braun, Magnus Bender, Ralf Möller
To Extend or Not to Extend? Context-Specific Corpus Enrichment. Australasian Conference on Artificial Intelligence (2019)
Özgür Lütfü Özçep, Ralf Möller
On Bounded-Memory Stream Data Processing with Description Logics. Description Logic, Theory Combination, and All That (2019)
Marcel Gehrke, Simon Schiff, Tanya Braun, Ralf Möller
Which Patient to Treat Next? Probabilistic Stream-Based Reasoning for Decision Support and Monitoring. ICBK (2019)
Felix Kuhr, Ralf Möller
Constructing and Maintaining Corpus-Driven Annotations. ICSC (2019)
Mattis Hartwig, Marcel Gehrke, Ralf Möller
Approximate Query Answering in Complex Gaussian Mixture Models. ICBK (2019)
Marcel Gehrke, Tanya Braun, Ralf Möller
Uncertain Evidence for Probabilistic Relational Models. Canadian Conference on AI (2019)
Marcel Gehrke, Ralf Möller, Tanya Braun
Taming Reasoning in Temporal Probabilistic Relational Models. CoRR (2019)
Felix Kuhr, Bjarne Witten, Ralf Möller
Corpus-Driven Annotation Enrichment. ICSC (2019)
Simon Schiff, Ralf Möller, Özgür L. Özçep
Ontology-Based Data Access to Big Data. Open J. Databases 6 (1) (2019)
Marcel Gehrke, Tanya Braun, Ralf Möller
Efficient Multiple Query Answering in Switched Probabilistic Relational Models. Australasian Conference on Artificial Intelligence (2019)
Marcel Gehrke, Tanya Braun, Ralf Möller
Lifted Temporal Most Probable Explanation. ICCS (2019)
Marcel Gehrke, Tanya Braun, Ralf Möller
Lifted Temporal Maximum Expected Utility. Canadian Conference on AI (2019)
Tanya Braun, Ralf Möller
Exploring Unknown Universes in Probabilistic Relational Models. Australasian Conference on Artificial Intelligence (2019)
Özgür Lütfü Özçep, Felix Kuhr, Ralf Möller
Influence-Based Independence. FLAIRS Conference (2019)
Marcel Gehrke, Tanya Braun, Ralf Möller
Towards Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm. KI (2018)
Marcel Gehrke, Tanya Braun, Ralf Möller
Answering Multiple Conjunctive Queries with the Lifted Dynamic Junction Tree Algorithm. Australasian Conference on Artificial Intelligence (2018)
Özgür L. Özçep, Ralf Möller
Towards Foundations of Agents Reasoning on Streams of Percepts. FLAIRS Conference (2018)
Marcel Gehrke, Tanya Braun, Ralf Möller
Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm. CoRR (2018)
Simon Schiff, Marcel Gehrke, Ralf Möller
Efficient Enriching of Synthesized Relational Patient Data with Time Series Data. EUSPN/ICTH (2018)
Marcel Gehrke, Tanya Braun, Ralf Möller
Answering Hindsight Queries with Lifted Dynamic Junction Trees. CoRR (2018)
Marcel Gehrke, Tanya Braun, Ralf Möller
Lifted Dynamic Junction Tree Algorithm. ICCS (2018)
Tanya Braun, Ralf Möller
Fusing First-Order Knowledge Compilation and the Lifted Junction Tree Algorithm. KI (2018)
Tanya Braun, Ralf Möller
Parameterised Queries and Lifted Query Answering. IJCAI (2018)
Marcel Gehrke, Tanya Braun, Ralf Möller
Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm. Australasian Conference on Artificial Intelligence (2018)
Tanya Braun, Ralf Möller
Fusing First-order Knowledge Compilation and the Lifted Junction Tree Algorithm. CoRR (2018)
Marcel Gehrke, Tanya Braun, Ralf Möller, Alexander Waschkau, Christoph Strumann, Jost Steinhäuser
Lifted Maximum Expected Utility. AIH@IJCAI (Revised Selected Papers) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ralf Möller