Intelligent exploration for genetic algorithms: using self-organizing maps in evolutionary computation. - Heni Ben Amor; Achim Rettinger (GECCO, 2005)

Boosting Expert Ensembles for Rapid Concept Recall. - Achim Rettinger; Martin Zinkevich; Michael H. Bowling (AAAI, 2006)

Learning Initial Trust Among Interacting Agents. - Achim Rettinger; Matthias Nickles; Volker Tresp (CIA, 2007)

Argumentation- vs. Proposal-Based Negotiation: An Empirical Case Study on the Basis of Game-Theoretic Solution Concepts. - Angelika Först; Achim Rettinger; Matthias Nickles (ArgMAS, 2008)

A statistical relational model for trust learning. - Achim Rettinger; Matthias Nickles; Volker Tresp (AAMAS (2), 2008)

Social Network Mining with Nonparametric Relational Models. - Zhao Xu 001; Volker Tresp; Achim Rettinger; Kristian Kersting (SNAKDD, 2008)

Towards Machine Learning on the Semantic Web. - Volker Tresp; Markus Bundschus; Achim Rettinger; Yi Huang 002 (URSW (LNCS Vol.), 2008)

Partially Observable Markov Decision Processes with Behavioral Norms. - Matthias Nickles; Achim Rettinger (Normative Multi-Agent Systems, 2009)

Hierarchical Bayesian Models for Collaborative Tagging Systems. - Markus Bundschus; Shipeng Yu; Volker Tresp; Achim Rettinger; Mathäus Dejori; Hans-Peter Kriegel (ICDM, 2009)

Materializing and Querying Learned Knowledge. - Volker Tresp; Yi Huang 002; Markus Bundschus; Achim Rettinger (MLG/SRL@ILP, 2009)

Statistical Relational Learning with Formal Ontologies. - Achim Rettinger; Matthias Nickles; Volker Tresp (ECML/PKDD (2), 2009)

Multivariate Prediction for Learning on the Semantic Web. - Yi Huang 002; Volker Tresp; Markus Bundschus; Achim Rettinger; Hans-Peter Kriegel (ILP, 2010)

Deductive and Inductive Stream Reasoning for Semantic Social Media Analytics. - Davide Francesco Barbieri; Daniele Braga; Stefano Ceri; Emanuele Della Valle; Yi Huang 002; Volker Tresp; Achim Rettinger; Hendrik Wermser (IEEE Intell. Syst., 2010)

Latent-class statistical relational learning with uncertain formal ontologies. - Achim Rettinger (2010)

Modeling and Learning Context-Aware Recommendation Scenarios Using Tensor Decomposition. - Hendrik Wermser; Achim Rettinger; Volker Tresp (ASONAM, 2011)

Graphical Models for Relations - Modeling Relational Context. - Volker Tresp; Yi Huang 002; Xueyan Jiang; Achim Rettinger (KDIR, 2011)

Statistical relational learning of trust. - Achim Rettinger; Matthias Nickles; Volker Tresp (Mach. Learn., 2011)

Graph Kernels for RDF Data. - Uta Lösch; Stephan Bloehdorn; Achim Rettinger (ESWC, 2012)

Mining the Semantic Web - Statistical learning for next generation knowledge bases. - Achim Rettinger; Uta Lösch; Volker Tresp; Claudia d'Amato; Nicola Fanizzi (Data Min. Knowl. Discov., 2012)

Context-aware tensor decomposition for relation prediction in social networks. - Achim Rettinger; Hendrik Wermser; Yi Huang 002; Volker Tresp (Soc. Netw. Anal. Min., 2012)

A Comparative Evaluation of Cross-Lingual Text Annotation Techniques. - Lei Zhang 034; Achim Rettinger; Michael Färber 001; Marko Tadic (CLEF, 2013)

A semantic wiki for novelty search on documents. - Michael Färber 001; Achim Rettinger (DIR, 2013)

First-Order Probabilistic Model for Hybrid Recommendations. - Julia Hoxha; Achim Rettinger (ICMLA (2), 2013)

Discovering Related Data Sources in Data-Portals. - Andreas Wagner; Peter Haase 001; Achim Rettinger; Holger Lamm (SemStats@ISWC, 2013)

Probabilistic Query Rewriting for Efficient and Effective Keyword Search on Graph Data. - Lei Zhang 034; Thanh Tran 001; Achim Rettinger (Proc. VLDB Endow., 2013)

Challenges in Collecting Patient Characteristics for Analysis using Linked Data. - Benedikt Kämpgen; Keno März; Mohammadreza Hafezi; Alfred Adler; Patrick Philipp 002; Sascha Zelzer; Arash Saffari; Marco Nolden; Arianeb Mehrabi; Lena Maier-Hein; Achim Rettinger (CURAC, 2014)

XLike Project Language Analysis Services. - Xavier Carreras; Lluís Padró 001; Lei Zhang 034; Achim Rettinger; Zhixing Li; Esteban García-Cuesta; Zeljko Agic; Bozo Bekavac; Blaz Fortuna; Tadej Stajner (EACL, 2014)

Semantic Annotation, Analysis and Comparison: A Multilingual and Cross-lingual Text Analytics Toolkit. - Lei Zhang 034; Achim Rettinger (EACL, 2014)

Kuphi - an Investigation Tool for Searching for and via Semantic Relations. - Michael Färber 001; Lei Zhang 034; Achim Rettinger (ESWC (Satellite Events), 2014)

Browsing DBpedia Entities with Summaries. - Andreas Thalhammer 001; Achim Rettinger (ESWC (Satellite Events), 2014)

Entity-based Data Source Contextualization for Searching the Web of Data. - Andreas Wagner; Peter Haase 001; Achim Rettinger; Holger Lamm (PROFILES@ESWC, 2014)

RECSA: Resource for Evaluating Cross-lingual Semantic Annotation. - Achim Rettinger; Lei Zhang 034; Dasa Berovic; Danijela Merkler; Matea Srebacic; Marko Tadic (LREC, 2014)

xLiD-Lexica: Cross-lingual Linked Data Lexica. - Lei Zhang 034; Michael Färber 001; Achim Rettinger (LREC, 2014)

Exploiting Semantic Annotations for Entity-based Information Retrieval. - Lei Zhang 034; Michael Färber 001; Thanh Tran 001; Achim Rettinger (ISWC (Posters & Demos), 2014)

Using Linked Data and Web APIs for Automating the Pre-processing of Medical Images. - Philipp Gemmeke; Maria Maleshkova; Patrick Philipp 002; Michael Götz; Christian Weber 001; Benedikt Kämpgen; Marco Nolden; Klaus H. Maier-Hein; Achim Rettinger (COLD, 2014)

Interactive relational reinforcement learning of concept semantics. - Matthias Nickles; Achim Rettinger (Mach. Learn., 2014)

X-LiSA: Cross-lingual Semantic Annotation. - Lei Zhang 034; Achim Rettinger (Proc. VLDB Endow., 2014)

A scalable approach for statistical learning in semantic graphs. - Yi Huang 002; Volker Tresp; Maximilian Nickel; Achim Rettinger; Hans-Peter Kriegel (Semantic Web, 2014)

Interactive Relational Reinforcement Learning of Concept Semantics (Extended Abstract). - Matthias Nickles; Achim Rettinger (ICAPS, 2015)

Automatisierung von Vorverarbeitungsschritten für medizinische Bilddaten mit semantischen Technologien. - Patrick Philipp 002; Maria Maleshkova; Michael Götz; Christian Weber 001; Benedikt Kämpgen; Sascha Zelzer; Klaus H. Maier-Hein; Miriam Klauß; Achim Rettinger (Bildverarbeitung für die Medizin, 2015)

Surgical Treatment Model for Context Aware Assistance Systems in Perioperative Surgical Treatment. - Martin Wagner 001; Rudolf Rempel; Thilo Schulte; Darko Katic; Tobias Weller; Patrick Philipp 002; Maria Maleshkova; Achim Rettinger; Stefanie Speidel; Beat P. Müller-Stich; Hannes Kenngott (CURAC, 2015)

Multi-modal Correlated Centroid Space for Multi-lingual Cross-Modal Retrieval. - Aditya Mogadala; Achim Rettinger (ECIR, 2015)

Time-Aware Entity Search in DBpedia. - Lei Zhang 034; Wentao Chen; Thanh Tran 001; Achim Rettinger (ESWC (Satellite Events), 2015)

Toward Real Event Detection. - Michael Färber 001; Achim Rettinger (DeRiVE@ESWC, 2015)

Learning a Cross-Lingual Semantic Representation of Relations Expressed in Text. - Achim Rettinger; Artem Schumilin; Steffen Thoma; Basil Ell (ESWC, 2015)

A Statistical Comparison of Current Knowledge Bases. - Michael Färber 001; Achim Rettinger (SEMANTiCS (Posters & Demos), 2015)

A Theoretical Analysis of Cross-lingual Semantic Relatedness in Vector Space Models. - Lei Zhang 034; Thanh Tran 001; Achim Rettinger (ICTIR, 2015)

A Topic-Sensitive Model for Salient Entity Linking. - Lei Zhang 034; Cong Liu; Achim Rettinger (LD4IE@ISWC, 2015)

Towards Entity Correctness, Completeness and Emergence for Entity Recognition. - Lei Zhang 034; Yunpeng Dong; Achim Rettinger (WWW (Companion Volume), 2015)

Toward knowledge-based liver surgery: holistic information processing for surgical decision support. - Keno März; Mohammadreza Hafezi; Tobias Weller; Arash Saffari; Marco Nolden; Nassim Fard; A. Majlesara; Sascha Zelzer; Maria Maleshkova; Mykola Volovyk; N. Gharabaghi; Martin Wagner 001; et al. (Int. J. Comput. Assist. Radiol. Surg., 2015)

Cross-Lingual Cross-Media Content Linking: Annotations and Joint Representations (Dagstuhl Seminar 15201). - Alexander G. Hauptmann; James Hodson; Juanzi Li; Nicu Sebe; Achim Rettinger (Dagstuhl Reports, 2015)

XKnowSearch!: Exploiting Knowledge Bases for Entity-based Cross-lingual Information Retrieval. - Lei Zhang 034; Michael Färber 001; Achim Rettinger (CIKM, 2016)

On Emerging Entity Detection. - Michael Färber 001; Achim Rettinger; Boulos El Asmar (EKAW, 2016)

Towards Monitoring of Novel Statements in the News. - Michael Färber 001; Achim Rettinger; Andreas Harth (ESWC, 2016)

Efficient Graph-Based Document Similarity. - Christian Paul; Achim Rettinger; Aditya Mogadala; Craig A. Knoblock; Pedro A. Szekely (ESWC, 2016)

PageRank on Wikipedia: Towards General Importance Scores for Entities. - Andreas Thalhammer 001; Achim Rettinger (ESWC (Satellite Events), 2016)

LinkSUM: Using Link Analysis to Summarize Entity Data. - Andreas Thalhammer 001; Nelia Lasierra; Achim Rettinger (ICWE, 2016)

ELES: Combining Entity Linking and Entity Summarization. - Andreas Thalhammer 001; Achim Rettinger (ICWE, 2016)

Cognitive tools pipeline for assistance of mitral valve surgery. - Nicolai Schoch; Patrick Philipp 002; Tobias Weller; Sandy Engelhardt; Mykola Volovyk; Andreas Fetzer; Marco Nolden; Raffaele De Simone; Ivo Wolf; Maria Maleshkova; Achim Rettinger; Rudi Studer; et al. (Image-Guided Procedures, 2016)

Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification. - Aditya Mogadala; Achim Rettinger (HLT-NAACL, 2016)

A Probabilistic Model for Time-Aware Entity Recommendation. - Lei Zhang 034; Achim Rettinger; Ji Zhang (ISWC (1), 2016)

A Knowledge Base Approach to Cross-Lingual Keyword Query Interpretation. - Lei Zhang 034; Achim Rettinger; Ji Zhang (ISWC (1), 2016)

Context-Aware Entity Disambiguation in Text Using Markov Chains. - Lei Zhang 034; Achim Rettinger; Patrick Philipp 002 (WI, 2016)

Toward cognitive pipelines of medical assistance algorithms. - Patrick Philipp 002; Maria Maleshkova; Darko Katic; Christian Weber 001; Michael Götz; Achim Rettinger; Stefanie Speidel; Benedikt Kämpgen; Marco Nolden; Anna-Laura Wekerle; Rüdiger Dillmann; Hannes Kenngott; et al. (Int. J. Comput. Assist. Radiol. Surg., 2016)

Reinforcement Learning for Multi-Step Expert Advice. - Patrick Philipp 002; Achim Rettinger (AAMAS, 2017)

On Automating Decentralized Multi-Step Service Combination. - Patrick Philipp 002; Achim Rettinger; Maria Maleshkova (ICWS, 2017)

Cross-modal Knowledge Transfer: Improving the Word Embedding of Apple by Looking at Oranges. - Fabian Both; Steffen Thoma; Achim Rettinger (K-CAP, 2017)

Towards Holistic Concept Representations: Embedding Relational Knowledge, Visual Attributes, and Distributional Word Semantics. - Steffen Thoma; Achim Rettinger; Fabian Both (ISWC (1), 2017)

BreXearch: Exploring Brexit Data Using Cross-Lingual and Cross-Media Semantic Search. - Lei Zhang 034; Maribel Acosta; Michael Färber 001; Steffen Thoma; Achim Rettinger (ISWC (Posters, Demos & Industry Tracks), 2017)

Knowledge Fusion via Embeddings from Text, Knowledge Graphs, and Images. - Steffen Thoma; Achim Rettinger; Fabian Both (CoRR, 2017)

Describing Natural Images Containing Novel Objects with Knowledge Guided Assitance. - Aditya Mogadala; Umanga Bista; Lexing Xie; Achim Rettinger (CoRR, 2017)

Linking Tweets with Monolingual and Cross-Lingual News using Transformed Word Embeddings. - Aditya Mogadala; Dominik Jung; Achim Rettinger (CoRR, 2017)

A Semantic Framework for Sequential Decision Making. - Patrick Philipp 002; Maria Maleshkova; Achim Rettinger; Darko Katic (J. Web Eng., 2017)

The xLiMe system: Cross-lingual and cross-modal semantic annotation, search and recommendation over live-TV, news and social media streams. - Lei Zhang 034; Andreas Thalhammer 001; Achim Rettinger; Michael Färber 001; Aditya Mogadala; Ronald Denaux (J. Web Semant., 2017)

Knowledge Guided Attention and Inference for Describing Images Containing Unseen Objects. - Aditya Mogadala; Umanga Bista; Lexing Xie; Achim Rettinger (ESWC, 2018)

BigNet 2018 Chairs' Welcome & Organization. - Jie Tang 001; Michalis Vazirgiannis; Yuxiao Dong; Fragkiskos D. Malliaros; Michael Cochez; Mayank Kejriwal; Achim Rettinger (WWW (Companion Volume), 2018)

Discovering Connotations as Labels for Weakly Supervised Image-Sentence Data. - Aditya Mogadala; Bhargav Kanuparthi; Achim Rettinger; York Sure-Vetter (WWW (Companion Volume), 2018)

Which Knowledge Graph Is Best for Me? - Michael Färber 001; Achim Rettinger (CoRR, 2018)

Linked data quality of DBpedia, Freebase, OpenCyc, Wikidata, and YAGO. - Michael Färber 001; Frederic Bartscherer; Carsten Menne; Achim Rettinger (Semantic Web, 2018)

Querying NoSQL with Deep Learning to Answer Natural Language Questions. - Sebastian Blank; Florian Wilhelm; Hans-Peter Zorn; Achim Rettinger (AAAI, 2019)

Towards Learning Cross-Modal Perception-Trace Models. - Achim Rettinger; Viktoria Bogdanova; Philipp Niemann (CoRR, 2019)

RETRA: Recurrent Transformers for Learning Temporally Contextualized Knowledge Graph Embeddings. - Simon Werner; Achim Rettinger; Lavdim Halilaj; Jürgen Lüttin (ESWC, 2021)

Embedding Taxonomical, Situational or Sequential Knowledge Graph Context for Recommendation Tasks. - Simon Werner; Achim Rettinger; Lavdim Halilaj; Jürgen Lüttin (SEMANTiCS, 2021)

Learning Visual Models Using a Knowledge Graph as a Trainer. - Sebastian Monka; Lavdim Halilaj; Stefan Schmid 002; Achim Rettinger (ISWC, 2021)

ConTraKG: Contrastive-based Transfer Learning for Visual Object Recognition using Knowledge Graphs. - Sebastian Monka; Lavdim Halilaj; Stefan Schmid 002; Achim Rettinger (CoRR, 2021)

InvBERT: Text Reconstruction from Contextualized Embeddings used for Derived Text Formats of Literary Works. - Johannes Höhmann; Achim Rettinger; Kai Kugler (CoRR, 2021)

Structure and Learning (Dagstuhl Seminar 21362). - Tiansi Dong; Achim Rettinger; Jie Tang 001; Barbara Tversky; Frank van Harmelen (Dagstuhl Reports, 2021)

Signing the Supermask: Keep, Hide, Invert. - Nils Koster; Oliver Grothe; Achim Rettinger (ICLR, 2022)

Relation-based Motion Prediction using Traffic Scene Graphs. - Maximilian Zipfl; Felix Hertlein; Achim Rettinger; Steffen Thoma; Lavdim Halilaj; Juergen Luettin; Stefan Schmid 002; Cory A. Henson (ITSC, 2022)

Context-Driven Visual Object Recognition Based on Knowledge Graphs. - Sebastian Monka; Lavdim Halilaj; Achim Rettinger (ISWC, 2022)

A survey on visual transfer learning using knowledge graphs. - Sebastian Monka; Lavdim Halilaj; Achim Rettinger (Semantic Web, 2022)

Lanelet2 for nuScenes: Enabling Spatial Semantic Relationships and Diverse Map-based Anchor Paths. - Alexander Naumann; Felix Hertlein; Daniel Grimm; Maximilian Zipfl; Steffen Thoma; Achim Rettinger; Lavdim Halilaj; Juergen Luettin; Stefan Schmid 002; Holger Caesar (CVPR Workshops, 2023)

Heterogeneous Graph-based Trajectory Prediction using Local Map Context and Social Interactions. - Daniel Grimm; Maximilian Zipfl; Felix Hertlein; Alexander Naumann; Juergen Luettin; Steffen Thoma; Stefan Schmid 002; Lavdim Halilaj; Achim Rettinger; J. Marius Zöllner (ITSC, 2023)

POV Learning: Individual Alignment of Multimodal Models using Human Perception. - Simon Werner; Katharina Christ; Laura Bernardy; Marion G. Müller; Achim Rettinger (CoRR, 2024)

Zero-shot prompt-based classification: topic labeling in times of foundation models in German Tweets. - Simon Münker; Kai Kugler; Achim Rettinger (CoRR, 2024)

Don't Trust Generative Agents to Mimic Communication on Social Networks Unless You Benchmarked their Empirical Realism. - Simon Münker; Nils Schwager; Achim Rettinger (CoRR, 2025)