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Achim Rettinger
Person information
- 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. Medical Imaging: 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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