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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.dagstuhl.de/img/orcid-mark.12x12.png "0000-0001-7389-3696")
— Universität Bielefeld, Germany
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2020 – today
- 2024
[j34]Mattis Hartwig, Ralf Möller, Tanya Braun:
An extended view on lifting Gaussian Bayesian networks. Artif. Intell. 330: 104082 (2024)- [j33]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) - [j32]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) - [j31]Tanya Braun, Ralf Möller:
AI in Healthcare and the Public Sector. Künstliche Intell. 38(3): 115-117 (2024) - [j30]Tanya Braun, Ralf Möller:
AI in Healthcare and the Public Sector: How to Face the Challenges of High-Risk Applications and What AI Research Can Get Out of It. Künstliche Intell. 38(3): 119-126 (2024) - [j29]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. Künstliche Intell. 38(3): 189-201 (2024) - [j28]Tim Schulz, Malte Luttermann, Ralf Möller:
AutoRAG: Grounding Text and Symbols. Künstliche Intell. 38(3): 203-217 (2024) - [j27]Tanya Braun, Ralf Möller:
Lessons from Resource-Aware Machine Learning for Healthcare: An Interview with Katharina Morik. Künstliche Intell. 38(3): 243-248 (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 - [i22]Malte Luttermann, Mattis Hartwig, Tanya Braun, Ralf Möller, Marcel Gehrke:
Lifted Causal Inference in Relational Domains. CoRR abs/2403.10184 (2024) - [i21]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) - [i20]Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke:
Enhancement of Subjective Content Descriptions by using Human Feedback. CoRR abs/2405.15786 (2024) - [i19]Malte Luttermann, Ralf Möller, Marcel Gehrke:
Lifting Factor Graphs with Some Unknown Factors. CoRR abs/2406.01275 (2024) - [i18]Jinghua Groppe, Sven Groppe, Ralf Möller:
Variables are a Curse in Software Vulnerability Prediction. CoRR abs/2407.02509 (2024) - [i17]Björn Filter, Ralf Möller, Özgür Lütfü Özçep:
Mechanisms for Data Sharing in Collaborative Causal Inference (Extended Version). CoRR abs/2407.11032 (2024) - [i16]Malte Luttermann, Ralf Möller, Mattis Hartwig:
Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models. CoRR abs/2409.04194 (2024) - [i15]Malte Luttermann, Tanya Braun, Ralf Möller, Marcel Gehrke:
Estimating Causal Effects in Partially Directed Parametric Causal Factor Graphs. CoRR abs/2411.07006 (2024) - [i14]Malte Luttermann, Ralf Möller, Marcel Gehrke:
Lifted Model Construction without Normalisation: A Vectorised Approach to Exploit Symmetries in Factor Graphs. CoRR abs/2411.11730 (2024) - [i13]Thomas Sievers, Ralf Möller:
Get It Right: Improving Comprehensibility with Adaptable Speech Expression of a Humanoid Service Robot. CoRR abs/2412.05022 (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]