Christian Beecks
Affiliations:- University of Hagen, Germany (since 2021)
- Fraunhofer Institute for Applied Information Technology FIT, Sankt Augustin, Germany (since 2017)
- University of Münster, Germany (2018-2021)
- RWTH Aachen University, Germany (2007-2017)
According to our database1,
Christian Beecks
authored at least 112 papers
between 2008 and 2024.
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Bibliography
2024
AI Lifecycle Zero-Touch Orchestration within the Edge-to-Cloud Continuum for Industry 5.0.
Syst., February, 2024
CoRR, 2024
Towards Ptolemaic metric properties of the z-normalized Euclidean distance for multivariate time series indexing.
Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024
Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024
2023
Proceedings of the Lernen, 2023
Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023
Proceedings of the Database and Expert Systems Applications, 2023
Proceedings of the DELFI 2023, 2023
Proceedings of the IEEE International Conference on Big Data, 2023
Proceedings of the IEEE International Conference on Big Data, 2023
A Knowledge Graph for Query-Induced Analyses of Hierarchically Structured Time Series Information.
Proceedings of the New Trends in Database and Information Systems, 2023
2022
Automated Model Inference for Gaussian Processes: An Overview of State-of-the-Art Methods and Algorithms.
SN Comput. Sci., 2022
CoRR, 2022
Proceedings of the KI 2022: Advances in Artificial Intelligence, 2022
Proceedings of the Information Integration and Web Intelligence, 2022
Evaluating the Lottery Ticket Hypothesis to Sparsify Neural Networks for Time Series Classification.
Proceedings of the 38th IEEE International Conference on Data Engineering Workshops, 2022
Sample-based Kernel Structure Learning with Deep Neural Networks for Automated Structure Discovery.
Proceedings of the 38th IEEE International Conference on Data Engineering Workshops, 2022
Proceedings of the 38th IEEE International Conference on Data Engineering Workshops, 2022
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022
Analysis of Extracellular Potential Recordings by High-Density Micro-electrode Arrays of Pancreatic Islets.
Proceedings of the Database and Expert Systems Applications, 2022
2021
Proceedings of the SSDBM 2021: 33rd International Conference on Scientific and Statistical Database Management, 2021
Proceedings of the 2021 SIAM International Conference on Data Mining, 2021
Stochastic Time Series Representation for Interval Pattern Mining via Gaussian Processes.
Proceedings of the 2021 SIAM International Conference on Data Mining, 2021
knowlEdge Project -Concept, Methodology and Innovations for Artificial Intelligence in Industry 4.0.
Proceedings of the 19th IEEE International Conference on Industrial Informatics, 2021
Proceedings of the Innovative Intelligent Industrial Production and Logistics, 2021
Proceedings of the IEEE International Conference on Data Mining, 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
Proceedings of the OzCHI '20: 32nd Australian Conference on Human-Computer-Interaction, 2020
Towards Gaussian Processes for Automatic and Interpretable Anomaly Detection in Industry 4.0.
Proceedings of the International Conference on Innovative Intelligent Industrial Production and Logistics, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
Large-scale Retrieval of Bayesian Machine Learning Models for Time Series Data via Gaussian Processes.
Proceedings of the 12th International Joint Conference on Knowledge Discovery, 2020
Proceedings of the 9th International Conference on Data Science, 2020
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
2019
Proceedings of the ACM Workshop on Lifelog Search Challenge, 2019
Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019
Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference, 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
Multim. Tools Appl., 2018
Proceedings of the Machine Learning for Cyber Physical Systems, 2018
Machine Learning for Enhanced Waste Quantity Reduction: Insights from the MONSOON Industry 4.0 Project.
Proceedings of the Machine Learning for Cyber Physical Systems, 2018
Proceedings of the 6th IEEE International Conference on Future Internet of Things and Cloud, 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
Automated Pattern Analysis in Gesture Research: Similarity Measuring in 3D Motion Capture Models of Communicative Action.
Digit. Humanit. Q., 2017
When content-based video retrieval and human computation unite: Towards effective collaborative video search.
Proceedings of the 2017 IEEE International Conference on Multimedia & Expo Workshops, 2017
Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017
2016
Int. J. Semantic Comput., 2016
Proceedings of the Tenth IEEE International Conference on Semantic Computing, 2016
Proceedings of the 7th International Conference on Multimedia Systems, 2016
Collaborative Video Search Combining Video Retrieval with Human-Based Visual Inspection.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016
A New Tool for Collaborative Video Search via Content-based Retrieval and Visual Inspection.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016
Proceedings of the Human Interface and the Management of Information: Information, Design and Interaction, 2016
Proceedings of the Semantic Web. Latest Advances and New Domains, 2016
Proceedings of the 19th International Conference on Extending Database Technology, 2016
Proceedings of the 19th International Conference on Extending Database Technology, 2016
Multi-step threshold algorithm for efficient feature-based query processing in large-scale multimedia databases.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015
Proceedings of the Advances in Spatial and Temporal Databases, 2015
FELICITY: A Flexible Video Similarity Search Framework Using the Earth Mover's Distance.
Proceedings of the Similarity Search and Applications - 8th International Conference, 2015
Proceedings of the MultiMedia Modeling - 21st International Conference, 2015
Proceedings of the LWA 2015 Workshops: KDML, 2015
Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015
Earth Mover's Distance vs. Quadratic form Distance: An Analytical and Empirical Comparison.
Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015
Endoscopic Video Retrieval: A Signature-Based Approach for Linking Endoscopic Images with Video Segments.
Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015
Efficient Query Processing in 3D Motion Capture Databases via Lower Bound Approximation of the Gesture Matching Distance.
Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015
Efficient Distance-Based Gestural Pattern Mining in Spatiotemporal 3D Motion Capture Databases.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015
Improving Semantic Relatedness in Paths for Storytelling with Linked Data on the Web.
Proceedings of the Semantic Web: ESWC 2015 Satellite Events - ESWC 2015 Satellite Events Portorož, Slovenia, May 31, 2015
Proceedings of the 2015 Workshop on Large-Scale and Distributed System for Information Retrieval, 2015
Gradient-based Signatures for Efficient Similarity Search in Large-scale Multimedia Databases.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
Proceedings of the 13th International Workshop on Content-Based Multimedia Indexing, 2015
Proceedings of the Datenbanksysteme für Business, Technologie und Web (BTW 2015), 2015
Proceedings of the Datenbanksysteme für Business, 2015
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
2014
On stability of signature-based similarity measures for content-based image retrieval.
Multim. Tools Appl., 2014
On the Stability of Signature-Based Distance Functions for Content-Based Image Retrieval.
Proceedings of the 16th LWA Workshops: KDML, 2014
Proceedings of the Semantic Web: ESWC 2014 Satellite Events, 2014
Efficient Filter Approximation Using the Earth Mover's Distance in Very Large Multimedia Databases with Feature Signatures.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
Proceedings of the 7th Workshop on Ph.D Students, 2014
Proceedings of the 7th International Workshop on Exploiting Semantic Annotations in Information Retrieval, 2014
2013
PhD thesis, 2013
Inf. Syst., 2013
Proceedings of the International Conference on Multimedia Retrieval, 2013
Proceedings of the 11th International Workshop on Content-Based Multimedia Indexing, 2013
2012
The ClasSi coefficient for the evaluation of ranking quality in the presence of class similarities.
Frontiers Comput. Sci., 2012
Distributed Parallel Databases, 2012
Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012
2011
Proceedings of the Fourth International Conference on Similarity Search and Applications, 2011
Proceedings of the Fourth International Conference on Similarity Search and Applications, 2011
Proceedings of the Fourth International Conference on Similarity Search and Applications, 2011
<i>L</i>2-Signature Quadratic Form Distance for Efficient Query Processing in Very Large Multimedia Databases.
Proceedings of the Advances in Multimedia Modeling, 2011
Proceedings of the Advances in Multimedia Modeling, 2011
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011
Indexing the signature quadratic form distance for efficient content-based multimedia retrieval.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011
Proceedings of the 2011 IEEE International Symposium on Multimedia, 2011
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011
Modeling image similarity by Gaussian mixture models and the Signature Quadratic Form Distance.
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
2010
Similarity matrix compression for efficient signature quadratic form distance computation.
Proceedings of the Third International Workshop on Similarity Search and Applications, 2010
Proceedings of the 18th International Conference on Multimedia 2010, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010
Proceedings of the Workshops Proceedings of the 26th International Conference on Data Engineering, 2010
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010
2009
Proceedings of the 17th International Conference on Multimedia 2009, 2009
Exploring multimedia databases via optimization-based relevance feedback and the earth mover's distance.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
Metrische Anpassung der Earth Mover's Distanz zur Ähnlichkeitssuche in Multimedia-Datenbanken.
Proceedings of the Datenbanksysteme in Business, 2009
Proceedings of the Adaptive Multimedia Retrieval. Understanding Media and Adapting to the User, 2009
2008
Ranking multimedia databases via relevance feedback with history and foresight support.
Proceedings of the 24th International Conference on Data Engineering Workshops, 2008