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ORCIDRalf Möller 0001
Person information
- affiliation: Universität zu Lübeck, Germany
Other persons with the same name
- Ralf Möller 0002
![[0000-0001-7389-3696]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-7389-3696")
— Universität Bielefeld, Germany
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2020 – today
- 2024
[j29]Mattis Hartwig, Ralf Möller, Tanya Braun:
An extended view on lifting Gaussian Bayesian networks. Artif. Intell. 330: 104082 (2024)- [j28]Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke:
Unsupervised Estimation of Subjective Content Descriptions in an Information System. Int. J. Semantic Comput. 18(1): 51-75 (2024) - [j27]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): 216 (2024) - [c212]Malte Luttermann, Tanya Braun, Ralf Möller, Marcel Gehrke:
Colour Passing Revisited: Lifted Model Construction with Commutative Factors. AAAI 2024: 20500-20507 - [c211]Mattis Hartwig, Simon Schiff, Sebastian Wolfrum, Ralf Möller:
Aggregating Predicted Individual Hospital Length of Stay to Predict Bed Occupancy for Hospitals. BIOSTEC (2) 2024: 175-184 - [c210]Thomas Asselborn, Karsten Helmholz, Ralf Möller:
Retrieving Information Presented on Webpages Using Large Language Models: A Case Study. CHAI@KI 2024: 59-66 - [c209]Hagen Peukert, Lucas F. Voges, Thomas Asselborn, Magnus Bender, Ralf Möller, Sylvia Melzer:
Humanities in the Center of Data Usability: Data Visualization in Institutional Research Repositories. CHAI@KI 2024: 67-74 - [c208]Malte Luttermann, Mattis Hartwig, Tanya Braun, Ralf Möller, Marcel Gehrke:
Lifted Causal Inference in Relational Domains. CLeaR 2024: 827-842 - [c207]Thomas Asselborn, Jens Dörpinghaus, Faraz Kausar, Ralf Möller, Sylvia Melzer:
Enhancing Text Recognition of Damaged Documents through Synergistic OCR and Large Language Models. FedCSIS (Communication Papers) 2024: 29-36 - [c206]Simon Schiff, Sebastian Wolfrum, Ralf Möller, Mattis Hartwig:
Using Data Synthesis to Improve Length of Stay Predictions for Patients with Rare Diagnoses. FLAIRS 2024 - [c205]Björn Filter, Ralf Möller, Özgür Lütfü Özçep:
Mechanisms for Data Sharing in Collaborative Causal Inference. KI 2024: 86-98 - [c204]Malte Luttermann, Ralf Möller, Mattis Hartwig:
Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models. KI 2024: 175-189 - [c203]Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke:
ReFrESH - Relation-preserving Feedback-reliant Enhancement of Subjective Content Descriptions. ICSC 2024: 17-24 - [c202]Malte Luttermann, Tanya Braun, Ralf Möller, Marcel Gehrke:
Estimating Causal Effects in Partially Directed Parametric Causal Factor Graphs. SUM 2024: 265-280 - [i19]Malte Luttermann, Mattis Hartwig, Tanya Braun, Ralf Möller, Marcel Gehrke:
Lifted Causal Inference in Relational Domains. CoRR abs/2403.10184 (2024) - [i18]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 abs/2405.03406 (2024) - [i17]Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke:
Enhancement of Subjective Content Descriptions by using Human Feedback. CoRR abs/2405.15786 (2024) - [i16]Malte Luttermann, Ralf Möller, Marcel Gehrke:
Lifting Factor Graphs with Some Unknown Factors. CoRR abs/2406.01275 (2024) - [i15]Jinghua Groppe, Sven Groppe, Ralf Möller:
Variables are a Curse in Software Vulnerability Prediction. CoRR abs/2407.02509 (2024) - [i14]Björn Filter, Ralf Möller, Özgür Lütfü Özçep:
Mechanisms for Data Sharing in Collaborative Causal Inference (Extended Version). CoRR abs/2407.11032 (2024) - [i13]Malte Luttermann, Ralf Möller, Mattis Hartwig:
Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models. CoRR abs/2409.04194 (2024) - 2023
- [j26]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) - [c201]Melle Mendikowski, Benjamin Schindler, Thomas Schmid, Ralf Möller, Mattis Hartwig:
Improved Techniques for Training Tabular GANs Using Cramer's V Statistics. Canadian AI 2023 - [c200]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: 322-329 - [c199]Simon Schiff, Ralf Möller:
Persistent Data, Sustainable Information. CHAI@KI 2023: 5-14 - [c198]Magnus Bender, Kira Schwandt, Ralf Möller, Marcel Gehrke:
FrESH - Feedback-reliant Enhancement of Subjective Content Descriptions by Humans. CHAI@KI 2023: 15-24 - [c197]Nadja Redzuan, Ralf Möller, Marcel Gehrke, Tanya Braun:
On Domain-specific Topic Modelling Using the Case of a Humanities Journal. CHAI@KI 2023: 25-37 - [c196]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: 38-51 - [c195]Sylvia Melzer, Hagen Peukert, Eliana Dal Sasso, Charles Li, Thomas Asselborn, Ralf Möller:
Federated Information Retrieval in Cross-Domain Information Systems. CHAI@KI 2023: 52-67 - [c194]Jinghua Groppe, Sven Groppe, Ralf Möller:
Variables are a Curse in Software Vulnerability Prediction. DEXA (1) 2023: 516-521 - [c193]Florian Andreas Marwitz, Ralf Möller, Marcel Gehrke:
PETS: Predicting Efficiently Using Temporal Symmetries in Temporal PGMs. ECSQARU 2023: 322-333 - [c192]Malte Luttermann, Ralf Möller, Marcel Gehrke:
Lifting Factor Graphs with Some Unknown Factors. ECSQARU 2023: 337-347 - [c191]Sylvia Melzer, Meike Klettke, Franziska Weise, Kaja Harter-Uibopuu, Ralf Möller:
EpiDoc Data Matching for Federated Information Retrieval in the Humanities. FedCSIS 2023: 1069-1074 - [c190]Simon Schiff, Mena Leemhuis, Özgür L. Özçep, Ralf Möller:
Query Transformation for Processing Streams in Decision-making Agents. FLAIRS 2023 - [c189]Thomas Sievers, Magnus Bender, Ralf Möller:
Connecting AI Technologies as Online Services to a Humanoid Service Robot. ICCAE 2023: 431-435 - [c188]Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke:
LESS is More: LEan Computing for Selective Summaries. KI 2023: 1-14 - [c187]Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke:
Unsupervised Estimation of Subjective Content Descriptions. ICSC 2023: 266-273 - [i12]Malte Luttermann, Tanya Braun, Ralf Möller, Marcel Gehrke:
Colour Passing Revisited: Lifted Model Construction with Commutative Factors. CoRR abs/2309.11236 (2023) - 2022
- [c186]Moritz P. Hoffmann, Tanya Braun, Ralf Möller:
Lifted Division for Lifted Hugin Belief Propagation. AISTATS 2022: 6501-6510 - [c185]Nils Finke, Ralf Möller, Marisa Mohr:
Multivariate Ordinal Patterns for Symmetry Approximation in Dynamic Probabilistic Relational Models. AI 2022: 543-555 - [c184]Simon Schiff, Sylvia Melzer, Eva Wilden, Ralf Möller:
TEI-Based Interactive Critical Editions. DAS 2022: 230-244 - [c183]Mareike Stender, Mattis Hartwig, Tanya Braun, Ralf Möller:
Increasing State Estimation Accuracy in the Inference Algorithm on a Hybrid Factor Graph Model. FLAIRS 2022 - [c182]Simon Schiff, Magnus Bender, Ralf Möller:
Embodiment of an Agent by a Pepper Robot for Explaining Retrieval Results. CHAI@KI 2022: 29-37 - [c181]Florian-Lennert Adrian Lau, Tanya Braun, Ralf Möller, Stefan Fischer:
Using decPOMDPcoms to holistically model and program nanodevices and emergent nanonetworks. NANOCOM 2022: 2:1-2:7 - [c180]Marcel Gehrke, Ralf Möller, Tanya Braun:
Who did it? Identifying the Most Likely Origins of Events. PGM 2022: 217-228 - [c179]Magnus Bender, Felix Kuhr, Tanya Braun, Ralf Möller:
Estimating Context-Specific Subjective Content Descriptions using BERT. ICSC 2022: 171-172 - [c178]Tanya Braun, Marcel Gehrke, Florian Lau, Ralf Möller:
Lifting in multi-agent systems under uncertainty. UAI 2022: 233-243 - 2021
- [j25]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): 461-485 (2021) - [c177]Marisa Mohr, Ralf Möller:
Ordering Principal Components of Multivariate Fractional Brownian Motion for Solving Inverse Problems. APSIPA ASC 2021: 240-247 - [c176]Mareike Stender, Jan Graßhoff, Tanya Braun, Ralf Möller, Philipp Rostalski:
A Hybrid Factor Graph Model for Biomedical Activity Detection. BHI 2021: 1-4 - [c175]Nils Finke, Tanya Braun, Marcel Gehrke, Ralf Möller:
Dynamic Domain Sizes in Temporal Probabilistic Relational Models. FLAIRS 2021 - [c174]Nils Finke, Tanya Braun, Marcel Gehrke, Ralf Möller:
Concept Drift Detection in Dynamic Probabilistic Relational Models. FLAIRS 2021 - [c173]Marisa Mohr, Florian Wilhelm, Ralf Möller:
On the Behaviour of Weighted Permutation Entropy on Fractional Brownian Motion in the Univariate and Multivariate Setting. FLAIRS 2021 - [c172]Mattis Hartwig, Tanya Braun, Ralf Möller:
Handling Overlaps When Lifting Gaussian Bayesian Networks. IJCAI 2021: 4228-4234 - [c171]Florian Andreas Marwitz, Tanya Braun, Ralf Möller:
A First Step Towards Even More Sparse Encodings of Probability Distributions. ILP 2021: 183-192 - [c170]Simon Schiff, Ralf Möller:
On Human-Aware Information Seeking. CHAI@KI 2021: 31-39 - [c169]Ralf Möller:
Humanities-Centered AI: From Machine Learning to Machine Training. CHAI@KI 2021: 40-44 - [c168]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: 189-204 - [c167]Magnus Bender, Tanya Braun, Marcel Gehrke, Felix Kuhr, Ralf Möller, Simon Schiff:
Identifying Subjective Content Descriptions among Texts. ICSC 2021: 9-16 - [c166]Felix Kuhr, Magnus Bender, Tanya Braun, Ralf Möller:
Context-specific Adaptation of Subjective Content Descriptions. ICSC 2021: 134-139 - [c165]Felix Kuhr, Mathis Lichtenberger, Tanya Braun, Ralf Möller:
Enhancing Relational Topic Models with Named Entity Induced Links. ICSC 2021: 314-317 - [c164]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: 1-6 - [e6]Stefan Edelkamp, Ralf Möller, Elmar Rueckert:
KI 2021: Advances in Artificial Intelligence - 44th German Conference on AI, Virtual Event, September 27 - October 1, 2021, Proceedings. Lecture Notes in Computer Science 12873, Springer 2021, ISBN 978-3-030-87625-8 [contents] - [i11]Tanya Braun, Stefan Fischer, Florian Lau, Ralf Möller:
Lifting DecPOMDPs for Nanoscale Systems - A Work in Progress. CoRR abs/2110.09152 (2021) - 2020
- [j24]Felix Kuhr, Tanya Braun, Magnus Bender, Ralf Möller:
Augmenting and Automating Corpus Enrichment. Int. J. Semantic Comput. 14(2): 173-197 (2020) - [j23]Peter Poensgen, Ralf Möller:
Quasi-Convex Scoring Functions in Branch-and-Bound Ranked Search. Open J. Databases 7(1): 1-11 (2020) - [j22]Peter Poensgen, Ralf Möller:
Branch-and-Bound Ranked Search by Minimizing Parabolic Polynomials. Open J. Databases 7(1): 12-20 (2020) - [c163]Marisa Mohr, Nils Finke, Ralf Möller:
On the Behaviour of Permutation Entropy on Fractional Brownian Motion in a Multivariate Setting. APSIPA 2020: 189-196 - [c162]Mattis Hartwig, Ralf Möller:
How to Encode Dynamic Gaussian Bayesian Networks as Gaussian Processes? Australasian Conference on Artificial Intelligence 2020: 371-382 - [c161]Marcel Gehrke, Ralf Möller, Tanya Braun:
Taming Reasoning in Temporal Probabilistic Relational Models. ECAI 2020: 2592-2599 - [c160]Stefan Lüdtke, Marcel Gehrke, Tanya Braun, Ralf Möller, Thomas Kirste:
Lifted Marginal Filtering for Asymmetric Models by Clustering-Based Merging. ECAI 2020: 2608-2615 - [c159]Tanya Braun, Ralf Möller:
Lifting Queries for Lifted Inference. ECAI 2020: 2891-2892 - [c158]Mattis Hartwig, Marisa Mohr, Ralf Möller:
Constructing Gaussian Processes for Probabilistic Graphical Models. FLAIRS 2020: 57-62 - [c157]Marisa Mohr, Florian Wilhelm, Mattis Hartwig, Ralf Möller, Karsten Keller:
New Approaches in Ordinal Pattern Representations for Multivariate Time Series. FLAIRS 2020: 124-129 - [c156]Marisa Mohr, Christian Becker, Ralf Möller, Matthias Richter:
Towards Collaborative Predictive Maintenance Leveraging Private Cross-Company Data. GI-Jahrestagung 2020: 427-432 - [c155]Nils Finke, Marcel Gehrke, Tanya Braun, Tristan Potten, Ralf Möller:
Investigating Matureness of Probabilistic Graphical Models for Dry-Bulk Shipping. PGM 2020: 197-208 - [c154]Mattis Hartwig, Ralf Möller:
Lifted Query Answering in Gaussian Bayesian Networks. PGM 2020: 233-244 - [c153]Felix Kuhr, Tanya Braun, Ralf Möller:
Augmenting and Automating Corpus Enrichment. ICSC 2020: 69-76 - [c152]Felix Kuhr, Magnus Bender, Tanya Braun, Ralf Möller:
Maintaining Topic Models for Growing Corpora. ICSC 2020: 451-458 - [i10]Tanya Braun, Ralf Möller:
Exploring Unknown Universes in Probabilistic Relational Models. CoRR abs/2001.02021 (2020)
2010 – 2019
- 2019
- [j21]Simon Schiff, Ralf Möller, Özgür L. Özçep:
Ontology-Based Data Access to Big Data. Open J. Databases 6(1): 21-32 (2019) - [j20]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: 30-55 (2019) - [c151]Marcel Gehrke, Tanya Braun, Ralf Möller:
Uncertain Evidence for Probabilistic Relational Models. Canadian AI 2019: 80-93 - [c150]Marcel Gehrke, Tanya Braun, Ralf Möller:
Lifted Temporal Maximum Expected Utility. Canadian AI 2019: 380-386 - [c149]Tanya Braun, Ralf Möller:
Exploring Unknown Universes in Probabilistic Relational Models. Australasian Conference on Artificial Intelligence 2019: 91-103 - [c148]Marcel Gehrke, Tanya Braun, Ralf Möller:
Efficient Multiple Query Answering in Switched Probabilistic Relational Models. Australasian Conference on Artificial Intelligence 2019: 104-116 - [c147]Felix Kuhr, Tanya Braun, Magnus Bender, Ralf Möller:
To Extend or Not to Extend? Context-Specific Corpus Enrichment. Australasian Conference on Artificial Intelligence 2019: 357-368 - [c146]Özgür Lütfü Özçep, Ralf Möller:
On Bounded-Memory Stream Data Processing with Description Logics. Description Logic, Theory Combination, and All That 2019: 639-660 - [c145]Özgür Lütfü Özçep, Felix Kuhr, Ralf Möller:
Influence-Based Independence. FLAIRS 2019: 26-31 - [c144]Marcel Gehrke, Tanya Braun, Ralf Möller:
Relational Forward Backward Algorithm for Multiple Queries. FLAIRS 2019: 464-469 - [c143]Marcel Gehrke, Simon Schiff, Tanya Braun, Ralf Möller:
Which Patient to Treat Next? Probabilistic Stream-Based Reasoning for Decision Support and Monitoring. ICBK 2019: 73-80 - [c142]Mattis Hartwig, Marcel Gehrke, Ralf Möller:
Approximate Query Answering in Complex Gaussian Mixture Models. ICBK 2019: 81-86 - [c141]Marcel Gehrke, Tanya Braun, Ralf Möller:
Lifted Temporal Most Probable Explanation. ICCS 2019: 72-85 - [c140]Felix Kuhr, Bjarne Witten, Ralf Möller:
Corpus-Driven Annotation Enrichment. ICSC 2019: 138-141 - [c139]Felix Kuhr, Ralf Möller:
Constructing and Maintaining Corpus-Driven Annotations. ICSC 2019: 462-467 - [e5]Yunjun Gao, Ralf Möller, Xindong Wu, Ramamohanarao Kotagiri:
2019 IEEE International Conference on Big Knowledge, ICBK 2019, Beijing, China, November 10-11, 2019. IEEE 2019, ISBN 978-1-7281-4607-2 [contents] - [i9]Marcel Gehrke, Ralf Möller, Tanya Braun:
Taming Reasoning in Temporal Probabilistic Relational Models. CoRR abs/1911.07040 (2019) - 2018
- [c138]Tanya Braun, Ralf Möller:
Adaptive Inference on Probabilistic Relational Models. Australasian Conference on Artificial Intelligence 2018: 487-500 - [c137]Marcel Gehrke, Tanya Braun, Ralf Möller:
Answering Multiple Conjunctive Queries with the Lifted Dynamic Junction Tree Algorithm. Australasian Conference on Artificial Intelligence 2018: 543-555 - [c136]Marcel Gehrke, Tanya Braun, Ralf Möller:
Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm. Australasian Conference on Artificial Intelligence 2018: 556-562 - [c135]Simon Schiff, Marcel Gehrke, Ralf Möller:
Efficient Enriching of Synthesized Relational Patient Data with Time Series Data. EUSPN/ICTH 2018: 531-538 - [c134]Özgür L. Özçep, Ralf Möller:
Towards Foundations of Agents Reasoning on Streams of Percepts. FLAIRS 2018: 80-85 - [c133]Tanya Braun, Ralf Möller:
Lifted Most Probable Explanation. ICCS 2018: 39-54 - [c132]Marcel Gehrke, Tanya Braun, Ralf Möller:
Lifted Dynamic Junction Tree Algorithm. ICCS 2018: 55-69 - [c131]Marcel Gehrke, Tanya Braun, Ralf Möller, Alexander Waschkau, Christoph Strumann, Jost Steinhäuser:
Towards lifted maximum expected utility. AIH@IJCAI 2018: 93-96 - [c130]Marcel Gehrke, Tanya Braun, Ralf Möller, Alexander Waschkau, Christoph Strumann, Jost Steinhäuser:
Lifted Maximum Expected Utility. AIH@IJCAI (Revised Selected Papers) 2018: 131-141 - [c129]Tanya Braun, Ralf Möller:
Parameterised Queries and Lifted Query Answering. IJCAI 2018: 4980-4986 - [c128]Tanya Braun, Ralf Möller:
Fusing First-Order Knowledge Compilation and the Lifted Junction Tree Algorithm. KI 2018: 24-37 - [c127]Marcel Gehrke, Tanya Braun, Ralf Möller:
Towards Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm. KI 2018: 38-45 - [i8]Tanya Braun, Ralf Möller:
Fusing First-order Knowledge Compilation and the Lifted Junction Tree Algorithm. CoRR abs/1807.00743 (2018) - [i7]Marcel Gehrke, Tanya Braun, Ralf Möller:
Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm. CoRR abs/1807.00744 (2018) - [i6]Marcel Gehrke, Tanya Braun, Ralf Möller:
Answering Hindsight Queries with Lifted Dynamic Junction Trees. CoRR abs/1807.01586 (2018) - 2017
- [j19]Alexander Motzek, Ralf Möller:
Context- and bias-free probabilistic mission impact assessment. Comput. Secur. 65: 166-186 (2017) - [j18]Alexander Motzek, Gustavo Gonzalez Granadillo, Hervé Debar, Joaquín García, Ralf Möller:
Selection of Pareto-efficient response plans based on financial and operational assessments. EURASIP J. Inf. Secur. 2017: 12 (2017) - [j17]Alexander Motzek, Ralf Möller:
Indirect Causes in Dynamic Bayesian Networks Revisited. J. Artif. Intell. Res. 59: 1-58 (2017) - [j16]Karsten Martiny, Ralf Möller:
Reasoning about Imprecise Beliefs in Multi-Agent Systems with PDT Logic. Künstliche Intell. 31(1): 63-71 (2017) - [j15]Evgeny Kharlamov, Theofilos Mailis, Gulnar Mehdi, Christian Neuenstadt, Özgür L. Özçep, Mikhail Roshchin, Nina Solomakhina, Ahmet Soylu, Christoforos Svingos, Sebastian Brandt, Martin Giese, Yannis E. Ioannidis, Steffen Lamparter, Ralf Möller, Yannis Kotidis, Arild Waaler:
Semantic access to streaming and static data at Siemens. J. Web Semant. 44: 54-74 (2017) - [c126]