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ORCIDAchim Rettinger
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- affiliation: University of Trier, Germany
- affiliation: Karlsruhe Institute of Technology, Germany
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2020 – today
- 2024
[i17]Simon Werner, Katharina Christ, Laura Bernardy, Marion G. Müller, Achim Rettinger:
POV Learning: Individual Alignment of Multimodal Models using Human Perception. CoRR abs/2405.04443 (2024)- [i16]Simon Münker, Kai Kugler, Achim Rettinger:
Zero-shot prompt-based classification: topic labeling in times of foundation models in German Tweets. CoRR abs/2406.18239 (2024) - 2023
- [c70]Alexander Naumann, Felix Hertlein, Daniel Grimm, Maximilian Zipfl, Steffen Thoma, Achim Rettinger, Lavdim Halilaj, Juergen Luettin
, Stefan Schmid, Holger Caesar:
Lanelet2 for nuScenes: Enabling Spatial Semantic Relationships and Diverse Map-based Anchor Paths. CVPR Workshops 2023: 3248-3257 - [c69]Daniel Grimm, Maximilian Zipfl, Felix Hertlein, Alexander Naumann, Juergen Luettin, Steffen Thoma, Stefan Schmid, Lavdim Halilaj, Achim Rettinger, J. Marius Zöllner:
Heterogeneous Graph-based Trajectory Prediction using Local Map Context and Social Interactions. ITSC 2023: 2901-2907 - [i15]Daniel Grimm, Maximilian Zipfl, Felix Hertlein, Alexander Naumann, Jürgen Lüttin, Steffen Thoma, Stefan Schmid, Lavdim Halilaj, Achim Rettinger, J. Marius Zöllner:
Heterogeneous Graph-based Trajectory Prediction using Local Map Context and Social Interactions. CoRR abs/2311.18553 (2023) - 2022
- [j14]Sebastian Monka, Lavdim Halilaj, Achim Rettinger:
A survey on visual transfer learning using knowledge graphs. Semantic Web 13(3): 477-510 (2022) - [c68]Nils Koster, Oliver Grothe, Achim Rettinger:
Signing the Supermask: Keep, Hide, Invert. ICLR 2022 - [c67]Maximilian Zipfl, Felix Hertlein, Achim Rettinger, Steffen Thoma, Lavdim Halilaj, Juergen Luettin, Stefan Schmid, Cory A. Henson:
Relation-based Motion Prediction using Traffic Scene Graphs. ITSC 2022: 825-831 - [c66]Sebastian Monka, Lavdim Halilaj, Achim Rettinger:
Context-Driven Visual Object Recognition Based on Knowledge Graphs. ISWC 2022: 142-160 - [i14]Sebastian Monka, Lavdim Halilaj, Achim Rettinger:
A Survey on Visual Transfer Learning using Knowledge Graphs. CoRR abs/2201.11794 (2022) - [i13]Nils Koster, Oliver Grothe, Achim Rettinger:
Signing the Supermask: Keep, Hide, Invert. CoRR abs/2201.13361 (2022) - [i12]Sebastian Monka, Lavdim Halilaj, Achim Rettinger:
Context-driven Visual Object Recognition based on Knowledge Graphs. CoRR abs/2210.11233 (2022) - [i11]Maximilian Zipfl, Felix Hertlein, Achim Rettinger, Steffen Thoma, Lavdim Halilaj, Juergen Luettin, Stefan Schmid, Cory A. Henson:
Relation-based Motion Prediction using Traffic Scene Graphs. CoRR abs/2212.02503 (2022) - 2021
- [c65]Simon Werner, Achim Rettinger, Lavdim Halilaj, Jürgen Lüttin:
RETRA: Recurrent Transformers for Learning Temporally Contextualized Knowledge Graph Embeddings. ESWC 2021: 425-440 - [c64]Simon Werner, Achim Rettinger, Lavdim Halilaj, Jürgen Lüttin:
Embedding Taxonomical, Situational or Sequential Knowledge Graph Context for Recommendation Tasks. SEMANTiCS 2021: 213-226 - [c63]Sebastian Monka, Lavdim Halilaj, Stefan Schmid, Achim Rettinger:
Learning Visual Models Using a Knowledge Graph as a Trainer. ISWC 2021: 357-373 - [e1]Mehwish Alam, Mehdi Ali, Paul Groth, Pascal Hitzler, Jens Lehmann, Heiko Paulheim, Achim Rettinger, Harald Sack, Afshin Sadeghi, Volker Tresp:
Machine Learning with Symbolic Methods and Knowledge Graphs co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2021), Virtual, September 17, 2021. CEUR Workshop Proceedings 2997, CEUR-WS.org 2021 [contents] - [i10]Sebastian Monka, Lavdim Halilaj, Stefan Schmid, Achim Rettinger:
ConTraKG: Contrastive-based Transfer Learning for Visual Object Recognition using Knowledge Graphs. CoRR abs/2102.08747 (2021) - [i9]Johannes Höhmann, Achim Rettinger, Kai Kugler:
InvBERT: Text Reconstruction from Contextualized Embeddings used for Derived Text Formats of Literary Works. CoRR abs/2109.10104 (2021) - [i8]Tiansi Dong, Achim Rettinger, Jie Tang, Barbara Tversky, Frank van Harmelen:
Structure and Learning (Dagstuhl Seminar 21362). Dagstuhl Reports 11(8): 11-34 (2021)
2010 – 2019
- 2019
- [c62]Sebastian Blank, Florian Wilhelm, Hans-Peter Zorn, Achim Rettinger:
Querying NoSQL with Deep Learning to Answer Natural Language Questions. AAAI 2019: 9416-9421 - [i7]Achim Rettinger, Viktoria Bogdanova, Philipp Niemann:
Towards Learning Cross-Modal Perception-Trace Models. CoRR abs/1910.08549 (2019) - 2018
- [j13]Michael Färber, Frederic Bartscherer, Carsten Menne, Achim Rettinger:
Linked data quality of DBpedia, Freebase, OpenCyc, Wikidata, and YAGO. Semantic Web 9(1): 77-129 (2018) - [c61]Aditya Mogadala, Umanga Bista, Lexing Xie, Achim Rettinger:
Knowledge Guided Attention and Inference for Describing Images Containing Unseen Objects. ESWC 2018: 415-429 - [c60]Aditya Mogadala, Bhargav Kanuparthi, Achim Rettinger, York Sure-Vetter:
Discovering Connotations as Labels for Weakly Supervised Image-Sentence Data. WWW (Companion Volume) 2018: 379-386 - [c59]Jie Tang, Michalis Vazirgiannis, Yuxiao Dong, Fragkiskos D. Malliaros, Michael Cochez, Mayank Kejriwal, Achim Rettinger:
BigNet 2018 Chairs' Welcome & Organization. WWW (Companion Volume) 2018: 943-944 - [i6]Michael Färber, Achim Rettinger:
Which Knowledge Graph Is Best for Me? CoRR abs/1809.11099 (2018) - 2017
- [j12]Patrick Philipp, Maria Maleshkova, Achim Rettinger, Darko Katic:
A Semantic Framework for Sequential Decision Making. J. Web Eng. 16(5&6): 471-504 (2017) - [j11]Lei Zhang, Andreas Thalhammer, Achim Rettinger, Michael Färber, Aditya Mogadala, Ronald Denaux:
The xLiMe system: Cross-lingual and cross-modal semantic annotation, search and recommendation over live-TV, news and social media streams. J. Web Semant. 46-47: 20-30 (2017) - [c58]Patrick Philipp, Achim Rettinger:
Reinforcement Learning for Multi-Step Expert Advice. AAMAS 2017: 962-971 - [c57]Patrick Philipp, Achim Rettinger, Maria Maleshkova:
On Automating Decentralized Multi-Step Service Combination. ICWS 2017: 736-743 - [c56]Fabian Both, Steffen Thoma, Achim Rettinger:
Cross-modal Knowledge Transfer: Improving the Word Embedding of Apple by Looking at Oranges. K-CAP 2017: 18:1-18:8 - [c55]Steffen Thoma, Achim Rettinger, Fabian Both:
Towards Holistic Concept Representations: Embedding Relational Knowledge, Visual Attributes, and Distributional Word Semantics. ISWC (1) 2017: 694-710 - [c54]Lei Zhang, Maribel Acosta, Michael Färber, Steffen Thoma, Achim Rettinger:
BreXearch: Exploring Brexit Data Using Cross-Lingual and Cross-Media Semantic Search. ISWC (Posters, Demos & Industry Tracks) 2017 - [i5]Steffen Thoma, Achim Rettinger, Fabian Both:
Knowledge Fusion via Embeddings from Text, Knowledge Graphs, and Images. CoRR abs/1704.06084 (2017) - [i4]Aditya Mogadala, Umanga Bista, Lexing Xie, Achim Rettinger:
Describing Natural Images Containing Novel Objects with Knowledge Guided Assitance. CoRR abs/1710.06303 (2017) - [i3]Aditya Mogadala, Dominik Jung, Achim Rettinger:
Linking Tweets with Monolingual and Cross-Lingual News using Transformed Word Embeddings. CoRR abs/1710.09137 (2017) - 2016
- [j10]Patrick Philipp, Maria Maleshkova, Darko Katic, Christian Weber, Michael Götz, Achim Rettinger, Stefanie Speidel, Benedikt Kämpgen, Marco Nolden, Anna-Laura Wekerle, Rüdiger Dillmann, Hannes Kenngott, Beat P. Müller-Stich, Rudi Studer:
Toward cognitive pipelines of medical assistance algorithms. Int. J. Comput. Assist. Radiol. Surg. 11(9): 1743-1753 (2016) - [c53]Lei Zhang, Michael Färber, Achim Rettinger:
XKnowSearch!: Exploiting Knowledge Bases for Entity-based Cross-lingual Information Retrieval. CIKM 2016: 2425-2428 - [c52]Michael Färber, Achim Rettinger, Boulos El Asmar:
On Emerging Entity Detection. EKAW 2016: 223-238 - [c51]Andreas Thalhammer, Achim Rettinger:
PageRank on Wikipedia: Towards General Importance Scores for Entities. ESWC (Satellite Events) 2016: 227-240 - [c50]Michael Färber, Achim Rettinger, Andreas Harth:
Towards Monitoring of Novel Statements in the News. ESWC 2016: 285-299 - [c49]Christian Paul, Achim Rettinger, Aditya Mogadala, Craig A. Knoblock, Pedro A. Szekely:
Efficient Graph-Based Document Similarity. ESWC 2016: 334-349 - [c48]Andreas Thalhammer, Achim Rettinger:
PageRank on Wikipedia: Towards General Importance Scores for Entities. (KNOW@LOD/CoDeS)@ESWC 2016 - [c47]Andreas Thalhammer, Nelia Lasierra, Achim Rettinger:
LinkSUM: Using Link Analysis to Summarize Entity Data. ICWE 2016: 244-261 - [c46]Andreas Thalhammer, Achim Rettinger:
ELES: Combining Entity Linking and Entity Summarization. ICWE 2016: 547-550 - [c45]Nicolai Schoch, Patrick Philipp, Tobias Weller, Sandy Engelhardt, Mykola Volovyk, Andreas Fetzer, Marco Nolden, Raffaele De Simone, Ivo Wolf, Maria Maleshkova, Achim Rettinger, Rudi Studer, Vincent Heuveline:
Cognitive tools pipeline for assistance of mitral valve surgery. Image-Guided Procedures 2016: 978603 - [c44]Aditya Mogadala, Achim Rettinger:
Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification. HLT-NAACL 2016: 692-702 - [c43]Lei Zhang, Achim Rettinger, Ji Zhang:
A Probabilistic Model for Time-Aware Entity Recommendation. ISWC (1) 2016: 598-614 - [c42]Lei Zhang, Achim Rettinger, Ji Zhang:
A Knowledge Base Approach to Cross-Lingual Keyword Query Interpretation. ISWC (1) 2016: 615-631 - [c41]Lei Zhang, Achim Rettinger, Patrick Philipp:
Context-Aware Entity Disambiguation in Text Using Markov Chains. WI 2016: 49-56 - 2015
- [j9]Keno März, Mohammadreza Hafezi, Tobias Weller, Arash Saffari, Marco Nolden, Nassim Fard, A. Majlesara, Sascha Zelzer, Maria Maleshkova, Mykola Volovyk, N. Gharabaghi, Martin Wagner, G. Emami, Sandy Engelhardt, Andreas Fetzer, Hannes Kenngott, N. Rezai, Achim Rettinger, Rudi Studer, Arianeb Mehrabi, Lena Maier-Hein:
Toward knowledge-based liver surgery: holistic information processing for surgical decision support. Int. J. Comput. Assist. Radiol. Surg. 10(6): 749-759 (2015) - [c40]Matthias Nickles, Achim Rettinger:
Interactive Relational Reinforcement Learning of Concept Semantics (Extended Abstract). ICAPS 2015: 361-363 - [c39]Patrick Philipp, Maria Maleshkova, Michael Götz, Christian Weber, Benedikt Kämpgen, Sascha Zelzer, Klaus H. Maier-Hein, Miriam Klauß, Achim Rettinger:
Automatisierung von Vorverarbeitungsschritten für medizinische Bilddaten mit semantischen Technologien. Bildverarbeitung für die Medizin 2015: 263-268 - [c38]Martin Wagner, Rudolf Rempel, Thilo Schulte, Darko Katic, Tobias Weller, Patrick Philipp, Maria Maleshkova, Achim Rettinger, Stefanie Speidel, Beat P. Müller-Stich, Hannes Kenngott:
Surgical Treatment Model for Context Aware Assistance Systems in Perioperative Surgical Treatment. CURAC 2015: 237-238 - [c37]Aditya Mogadala, Achim Rettinger:
Multi-modal Correlated Centroid Space for Multi-lingual Cross-Modal Retrieval. ECIR 2015: 68-79 - [c36]Michael Färber, Achim Rettinger:
Toward Real Event Detection. DeRiVE@ESWC 2015: 24-34 - [c35]Lei Zhang, Wentao Chen, Thanh Tran, Achim Rettinger:
Time-Aware Entity Search in DBpedia. ESWC (Satellite Events) 2015: 175-179 - [c34]Achim Rettinger, Artem Schumilin, Steffen Thoma, Basil Ell:
Learning a Cross-Lingual Semantic Representation of Relations Expressed in Text. ESWC 2015: 337-352 - [c33]Michael Färber, Achim Rettinger:
A Statistical Comparison of Current Knowledge Bases. SEMANTiCS (Posters & Demos) 2015: 18-21 - [c32]Lei Zhang, Thanh Tran, Achim Rettinger:
A Theoretical Analysis of Cross-lingual Semantic Relatedness in Vector Space Models. ICTIR 2015: 241-250 - [c31]Patrick Philipp, Maria Maleshkova, Achim Rettinger, Darko Katic:
A Semantic Framework for Sequential Decision Making. ICWE 2015: 392-409 - [c30]Lei Zhang, Cong Liu, Achim Rettinger:
A Topic-Sensitive Model for Salient Entity Linking. LD4IE@ISWC 2015: 63-70 - [c29]Lei Zhang, Yunpeng Dong, Achim Rettinger:
Towards Entity Correctness, Completeness and Emergence for Entity Recognition. WWW (Companion Volume) 2015: 143-144 - [i2]Alexander G. Hauptmann, James Hodson, Juanzi Li, Nicu Sebe, Achim Rettinger:
Cross-Lingual Cross-Media Content Linking: Annotations and Joint Representations (Dagstuhl Seminar 15201). Dagstuhl Reports 5(5): 43-56 (2015) - 2014
- [j8]Matthias Nickles, Achim Rettinger:
Interactive relational reinforcement learning of concept semantics. Mach. Learn. 94(2): 169-204 (2014) - [j7]Lei Zhang, Achim Rettinger:
X-LiSA: Cross-lingual Semantic Annotation. Proc. VLDB Endow. 7(13): 1693-1696 (2014) - [j6]Yi Huang, Volker Tresp, Maximilian Nickel, Achim Rettinger, Hans-Peter Kriegel:
A scalable approach for statistical learning in semantic graphs. Semantic Web 5(1): 5-22 (2014) - [c28]Benedikt Kämpgen, Keno März, Mohammadreza Hafezi, Alfred Adler, Patrick Philipp, Sascha Zelzer, Arash Saffari, Marco Nolden, Arianeb Mehrabi, Lena Maier-Hein, Achim Rettinger:
Challenges in Collecting Patient Characteristics for Analysis using Linked Data. CURAC 2014: 161-164 - [c27]Xavier Carreras, Lluís Padró, Lei Zhang, Achim Rettinger, Zhixing Li, Esteban García-Cuesta, Zeljko Agic, Bozo Bekavac, Blaz Fortuna, Tadej Stajner:
XLike Project Language Analysis Services. EACL 2014: 9-12 - [c26]Lei Zhang, Achim Rettinger:
Semantic Annotation, Analysis and Comparison: A Multilingual and Cross-lingual Text Analytics Toolkit. EACL 2014: 13-16 - [c25]Andreas Wagner, Peter Haase, Achim Rettinger, Holger Lamm:
Entity-Based Data Source Contextualization for Searching the Web of Data. ESWC (Satellite Events) 2014: 25-41 - [c24]Michael Färber, Lei Zhang, Achim Rettinger:
Kuphi - an Investigation Tool for Searching for and via Semantic Relations. ESWC (Satellite Events) 2014: 349-354 - [c23]Andreas Thalhammer, Achim Rettinger:
Browsing DBpedia Entities with Summaries. ESWC (Satellite Events) 2014: 511-515 - [c22]Andreas Wagner, Peter Haase, Achim Rettinger, Holger Lamm:
Entity-based Data Source Contextualization for Searching the Web of Data. PROFILES@ESWC 2014 - [c21]Lei Zhang, Michael Färber, Achim Rettinger:
xLiD-Lexica: Cross-lingual Linked Data Lexica. LREC 2014: 2101-2105 - [c20]Achim Rettinger, Lei Zhang, Dasa Berovic, Danijela Merkler, Matea Srebacic, Marko Tadic:
RECSA: Resource for Evaluating Cross-lingual Semantic Annotation. LREC 2014: 4000-4003 - [c19]Lei Zhang, Michael Färber, Thanh Tran, Achim Rettinger:
Exploiting Semantic Annotations for Entity-based Information Retrieval. ISWC (Posters & Demos) 2014: 429-432 - [c18]Philipp Gemmeke, Maria Maleshkova, Patrick Philipp, Michael Götz, Christian Weber, Benedikt Kämpgen, Marco Nolden, Klaus H. Maier-Hein, Achim Rettinger:
Using Linked Data and Web APIs for Automating the Pre-processing of Medical Images. COLD 2014 - 2013
- [j5]Lei Zhang, Thanh Tran, Achim Rettinger:
Probabilistic Query Rewriting for Efficient and Effective Keyword Search on Graph Data. Proc. VLDB Endow. 6(14): 1642-1653 (2013) - [c17]Lei Zhang, Achim Rettinger, Michael Färber, Marko Tadic:
A Comparative Evaluation of Cross-Lingual Text Annotation Techniques. CLEF 2013: 124-135 - [c16]Michael Färber, Achim Rettinger:
A semantic wiki for novelty search on documents. DIR 2013: 60-61 - [c15]Julia Hoxha, Achim Rettinger:
First-Order Probabilistic Model for Hybrid Recommendations. ICMLA (2) 2013: 133-139 - [c14]Andreas Wagner, Peter Haase, Achim Rettinger, Holger Lamm:
Discovering Related Data Sources in Data-Portals. SemStats@ISWC 2013 - 2012
- [j4]Achim Rettinger, Uta Lösch, Volker Tresp, Claudia d'Amato, Nicola Fanizzi:
Mining the Semantic Web - Statistical learning for next generation knowledge bases. Data Min. Knowl. Discov. 24(3): 613-662 (2012) - [j3]Achim Rettinger, Hendrik Wermser, Yi Huang, Volker Tresp:
Context-aware tensor decomposition for relation prediction in social networks. Soc. Netw. Anal. Min. 2(4): 373-385 (2012) - [c13]Uta Lösch, Stephan Bloehdorn, Achim Rettinger:
Graph Kernels for RDF Data. ESWC 2012: 134-148 - 2011
- [j2]Achim Rettinger, Matthias Nickles, Volker Tresp:
Statistical relational learning of trust. Mach. Learn. 82(2): 191-209 (2011) - [c12]Hendrik Wermser, Achim Rettinger, Volker Tresp:
Modeling and Learning Context-Aware Recommendation Scenarios Using Tensor Decomposition. ASONAM 2011: 137-144 - [c11]Volker Tresp, Yi Huang, Xueyan Jiang, Achim Rettinger:
Graphical Models for Relations - Modeling Relational Context. KDIR 2011: 114-120 - 2010
- [b1]Achim Rettinger:
Latent-class statistical relational learning with uncertain formal ontologies. Technical University Munich, 2010, pp. 1-131 - [j1]Davide Francesco Barbieri, Daniele Braga, Stefano Ceri, Emanuele Della Valle, Yi Huang, Volker Tresp, Achim Rettinger, Hendrik Wermser:
Deductive and Inductive Stream Reasoning for Semantic Social Media Analytics. IEEE Intell. Syst. 25(6): 32-41 (2010) - [c10]Yi Huang, Volker Tresp, Markus Bundschus, Achim Rettinger, Hans-Peter Kriegel:
Multivariate Prediction for Learning on the Semantic Web. ILP 2010: 92-104
2000 – 2009
- 2009
- [c9]Markus Bundschus, Shipeng Yu, Volker Tresp, Achim Rettinger, Mathäus Dejori, Hans-Peter Kriegel:
Hierarchical Bayesian Models for Collaborative Tagging Systems. ICDM 2009: 728-733 - [c8]Achim Rettinger, Matthias Nickles, Volker Tresp:
Statistical Relational Learning with Formal Ontologies. ECML/PKDD (2) 2009: 286-301 - [i1]Matthias Nickles, Achim Rettinger:
Partially Observable Markov Decision Processes with Behavioral Norms. Normative Multi-Agent Systems 2009 - 2008
- [c7]Angelika Först, Achim Rettinger, Matthias Nickles:
Argumentation- vs. Proposal-Based Negotiation: An Empirical Case Study on the Basis of Game-Theoretic Solution Concepts. ArgMAS 2008: 161-180 - [c6]Achim Rettinger, Matthias Nickles, Volker Tresp:
A statistical relational model for trust learning. AAMAS (2) 2008: 763-770 - [c5]Zhao Xu, Volker Tresp, Achim Rettinger, Kristian Kersting:
Social Network Mining with Nonparametric Relational Models. SNAKDD 2008: 77-96 - [c4]Volker Tresp, Markus Bundschus, Achim Rettinger, Yi Huang:
Towards Machine Learning on the Semantic Web. URSW (LNCS Vol.) 2008: 282-314 - 2007
- [c3]Achim Rettinger, Matthias Nickles, Volker Tresp:
Learning Initial Trust Among Interacting Agents. CIA 2007: 313-327 - 2006
- [c2]Achim Rettinger, Martin Zinkevich, Michael H. Bowling:
Boosting Expert Ensembles for Rapid Concept Recall. AAAI 2006: 464-469 - 2005
- [c1]Heni Ben Amor, Achim Rettinger:
Intelligent exploration for genetic algorithms: using self-organizing maps in evolutionary computation. GECCO 2005: 1531-1538
Coauthor Index
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