Achim Rettinger

Orcid: 0000-0003-4950-1167

Affiliations:
  • University of Trier, Germany
  • Karlsruhe Institute of Technology, Germany


According to our database1, Achim Rettinger authored at least 92 papers between 2005 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
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PhD thesis 
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Links

Online presence:

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Bibliography

2023
Heterogeneous Graph-based Trajectory Prediction using Local Map Context and Social Interactions.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Lanelet2 for nuScenes: Enabling Spatial Semantic Relationships and Diverse Map-based Anchor Paths.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
A survey on visual transfer learning using knowledge graphs.
Semantic Web, 2022

Context-Driven Visual Object Recognition Based on Knowledge Graphs.
Proceedings of the Semantic Web - ISWC 2022, 2022

Relation-based Motion Prediction using Traffic Scene Graphs.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Signing the Supermask: Keep, Hide, Invert.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Structure and Learning (Dagstuhl Seminar 21362).
Dagstuhl Reports, 2021

InvBERT: Text Reconstruction from Contextualized Embeddings used for Derived Text Formats of Literary Works.
CoRR, 2021

ConTraKG: Contrastive-based Transfer Learning for Visual Object Recognition using Knowledge Graphs.
CoRR, 2021

Learning Visual Models Using a Knowledge Graph as a Trainer.
Proceedings of the Semantic Web - ISWC 2021 - 20th International Semantic Web Conference, 2021

Embedding Taxonomical, Situational or Sequential Knowledge Graph Context for Recommendation Tasks.
Proceedings of the Further with Knowledge Graphs, 2021

RETRA: Recurrent Transformers for Learning Temporally Contextualized Knowledge Graph Embeddings.
Proceedings of the Semantic Web - 18th International Conference, 2021

2019
Towards Learning Cross-Modal Perception-Trace Models.
CoRR, 2019

Querying NoSQL with Deep Learning to Answer Natural Language Questions.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Linked data quality of DBpedia, Freebase, OpenCyc, Wikidata, and YAGO.
Semantic Web, 2018

Which Knowledge Graph Is Best for Me?
CoRR, 2018

Discovering Connotations as Labels for Weakly Supervised Image-Sentence Data.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

BigNet 2018 Chairs' Welcome & Organization.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Knowledge Guided Attention and Inference for Describing Images Containing Unseen Objects.
Proceedings of the Semantic Web - 15th International Conference, 2018

2017
The xLiMe system: Cross-lingual and cross-modal semantic annotation, search and recommendation over live-TV, news and social media streams.
J. Web Semant., 2017

A Semantic Framework for Sequential Decision Making.
J. Web Eng., 2017

Linking Tweets with Monolingual and Cross-Lingual News using Transformed Word Embeddings.
CoRR, 2017

Describing Natural Images Containing Novel Objects with Knowledge Guided Assitance.
CoRR, 2017

Knowledge Fusion via Embeddings from Text, Knowledge Graphs, and Images.
CoRR, 2017

BreXearch: Exploring Brexit Data Using Cross-Lingual and Cross-Media Semantic Search.
Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

Towards Holistic Concept Representations: Embedding Relational Knowledge, Visual Attributes, and Distributional Word Semantics.
Proceedings of the Semantic Web - ISWC 2017, 2017

Cross-modal Knowledge Transfer: Improving the Word Embedding of Apple by Looking at Oranges.
Proceedings of the Knowledge Capture Conference, 2017

On Automating Decentralized Multi-Step Service Combination.
Proceedings of the 2017 IEEE International Conference on Web Services, 2017

Reinforcement Learning for Multi-Step Expert Advice.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

2016
Toward cognitive pipelines of medical assistance algorithms.
Int. J. Comput. Assist. Radiol. Surg., 2016

Context-Aware Entity Disambiguation in Text Using Markov Chains.
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

A Knowledge Base Approach to Cross-Lingual Keyword Query Interpretation.
Proceedings of the Semantic Web - ISWC 2016, 2016

A Probabilistic Model for Time-Aware Entity Recommendation.
Proceedings of the Semantic Web - ISWC 2016, 2016

Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification.
Proceedings of the NAACL HLT 2016, 2016

Cognitive tools pipeline for assistance of mitral valve surgery.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

ELES: Combining Entity Linking and Entity Summarization.
Proceedings of the Web Engineering - 16th International Conference, 2016

LinkSUM: Using Link Analysis to Summarize Entity Data.
Proceedings of the Web Engineering - 16th International Conference, 2016

PageRank on Wikipedia: Towards General Importance Scores for Entities.
Proceedings of the Joint Proceedings of the 5th Workshop on Data Mining and Knowledge Discovery meets Linked Open Data and the 1st International Workshop on Completing and Debugging the Semantic Web (Know@LOD-2016, 2016

Efficient Graph-Based Document Similarity.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2016

Towards Monitoring of Novel Statements in the News.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2016

On Emerging Entity Detection.
Proceedings of the Knowledge Engineering and Knowledge Management, 2016

XKnowSearch!: Exploiting Knowledge Bases for Entity-based Cross-lingual Information Retrieval.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Cross-Lingual Cross-Media Content Linking: Annotations and Joint Representations (Dagstuhl Seminar 15201).
Dagstuhl Reports, 2015

Toward knowledge-based liver surgery: holistic information processing for surgical decision support.
Int. J. Comput. Assist. Radiol. Surg., 2015

Towards Entity Correctness, Completeness and Emergence for Entity Recognition.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

A Topic-Sensitive Model for Salient Entity Linking.
Proceedings of the Third International Workshop on Linked Data for Information Extraction (LD4IE2015) co-located with the 14th International Semantic Web Conference (ISWC 2015), 2015

A Theoretical Analysis of Cross-lingual Semantic Relatedness in Vector Space Models.
Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015

A Statistical Comparison of Current Knowledge Bases.
Proceedings of the Joint Proceedings of the Posters and Demos Track of 11th International Conference on Semantic Systems - SEMANTiCS 2015 and 1st Workshop on Data Science: Methods, Technology and Applications (DSci15) 11th International Conference on Semantic Systems, 2015

Learning a Cross-Lingual Semantic Representation of Relations Expressed in Text.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2015

Toward Real Event Detection.
Proceedings of the 4th International Workshop on Detection, 2015

Time-Aware Entity Search in DBpedia.
Proceedings of the Semantic Web: ESWC 2015 Satellite Events - ESWC 2015 Satellite Events Portorož, Slovenia, May 31, 2015

Multi-modal Correlated Centroid Space for Multi-lingual Cross-Modal Retrieval.
Proceedings of the Advances in Information Retrieval, 2015

Surgical Treatment Model for Context Aware Assistance Systems in Perioperative Surgical Treatment.
Proceedings of the 14. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2015

Automatisierung von Vorverarbeitungsschritten für medizinische Bilddaten mit semantischen Technologien.
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015

Interactive Relational Reinforcement Learning of Concept Semantics (Extended Abstract).
Proceedings of the Twenty-Fifth International Conference on Automated Planning and Scheduling, 2015

2014
A scalable approach for statistical learning in semantic graphs.
Semantic Web, 2014

X-LiSA: Cross-lingual Semantic Annotation.
Proc. VLDB Endow., 2014

Interactive relational reinforcement learning of concept semantics.
Mach. Learn., 2014

Using Linked Data and Web APIs for Automating the Pre-processing of Medical Images.
Proceedings of the 5th International Workshop on Consuming Linked Data (COLD 2014) co-located with the 13th International Semantic Web Conference (ISWC 2014), 2014

Exploiting Semantic Annotations for Entity-based Information Retrieval.
Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014

xLiD-Lexica: Cross-lingual Linked Data Lexica.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

RECSA: Resource for Evaluating Cross-lingual Semantic Annotation.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Entity-based Data Source Contextualization for Searching the Web of Data.
Proceedings of the 1st International Workshop on Dataset PROFIling & fEderated Search for Linked Data co-located with the 11th Extended Semantic Web Conference, 2014

Browsing DBpedia Entities with Summaries.
Proceedings of the Semantic Web: ESWC 2014 Satellite Events, 2014

Kuphi - an Investigation Tool for Searching for and via Semantic Relations.
Proceedings of the Semantic Web: ESWC 2014 Satellite Events, 2014

Semantic Annotation, Analysis and Comparison: A Multilingual and Cross-lingual Text Analytics Toolkit.
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

XLike Project Language Analysis Services.
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

Challenges in Collecting Patient Characteristics for Analysis using Linked Data.
Proceedings of the 13. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2014

2013
Probabilistic Query Rewriting for Efficient and Effective Keyword Search on Graph Data.
Proc. VLDB Endow., 2013

Discovering Related Data Sources in Data-Portals.
Proceedings of the 1st International Workshop on Semantic Statistics co-located with 13th International Semantic Web Conference, 2013

First-Order Probabilistic Model for Hybrid Recommendations.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

A semantic wiki for novelty search on documents.
Proceedings of the 13th Dutch-Belgian Workshop on Information Retrieval, 2013

A Comparative Evaluation of Cross-Lingual Text Annotation Techniques.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013

2012
Context-aware tensor decomposition for relation prediction in social networks.
Soc. Netw. Anal. Min., 2012

Mining the Semantic Web - Statistical learning for next generation knowledge bases.
Data Min. Knowl. Discov., 2012

Graph Kernels for RDF Data.
Proceedings of the Semantic Web: Research and Applications, 2012

2011
Statistical relational learning of trust.
Mach. Learn., 2011

Graphical Models for Relations - Modeling Relational Context.
Proceedings of the KDIR 2011, 2011

Modeling and Learning Context-Aware Recommendation Scenarios Using Tensor Decomposition.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011

2010
Latent-class statistical relational learning with uncertain formal ontologies.
PhD thesis, 2010

Deductive and Inductive Stream Reasoning for Semantic Social Media Analytics.
IEEE Intell. Syst., 2010

Multivariate Prediction for Learning on the Semantic Web.
Proceedings of the Inductive Logic Programming - 20th International Conference, 2010

2009
Statistical Relational Learning with Formal Ontologies.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Hierarchical Bayesian Models for Collaborative Tagging Systems.
Proceedings of the ICDM 2009, 2009

Partially Observable Markov Decision Processes with Behavioral Norms.
Proceedings of the Normative Multi-Agent Systems, 15.03. - 20.03.2009, 2009

2008
Towards Machine Learning on the Semantic Web.
Proceedings of the Uncertainty Reasoning for the Semantic Web I, 2008

Social Network Mining with Nonparametric Relational Models.
Proceedings of the Advances in Social Network Mining and Analysis, 2008

A statistical relational model for trust learning.
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

Argumentation- vs. Proposal-Based Negotiation: An Empirical Case Study on the Basis of Game-Theoretic Solution Concepts.
Proceedings of the Argumentation in Multi-Agent Systems, Fifth International Workshop, 2008

2007
Learning Initial Trust Among Interacting Agents.
Proceedings of the Cooperative Information Agents XI, 11th International Workshop, 2007

2006
Boosting Expert Ensembles for Rapid Concept Recall.
Proceedings of the Proceedings, 2006

2005
Intelligent exploration for genetic algorithms: using self-organizing maps in evolutionary computation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005


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