David M. J. Tax
Orcid: 0000-0002-5153-9087Affiliations:
- Delft University of Technology, The Netherlands
According to our database1,
David M. J. Tax
authored at least 124 papers
between 1996 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
-
on id.loc.gov
On csauthors.net:
Bibliography
2024
Mach. Learn., May, 2024
RESTAD: REconstruction and Similarity based Transformer for time series Anomaly Detection.
CoRR, 2024
Learning solutions of parametric Navier-Stokes with physics-informed neural networks.
CoRR, 2024
Personalized anomaly detection in PPG data using representation learning and biometric identification.
Biomed. Signal Process. Control., 2024
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2024
2023
Appl. Intell., July, 2023
Pattern Recognit., June, 2023
CoRR, 2023
Rolling-Horizon Simulation Optimization For A Multi-Objective Biomanufacturing Scheduling Problem.
Proceedings of the Winter Simulation Conference, 2023
Proceedings of the 8th International Conference on Machine Learning Technologies, 2023
Proceedings of the Conformal and Probabilistic Prediction with Applications, 2023
2022
A Spatiotemporal Deep Neural Network Useful for Defect Identification and Reconstruction of Artworks Using Infrared Thermography.
Sensors, 2022
Proceedings of the International Conference on Multimodal Interaction, 2022
Proceedings of the Artificial Intelligence and Machine Learning, 2022
2021
IEEE Trans. Knowl. Data Eng., 2021
Multimodal Joint Head Orientation Estimation in Interacting Groups via Proxemics and Interaction Dynamics.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021
Head and Body Orientation Estimation with Sparse Weak Labels in Free Standing Conversational Settings.
Proceedings of the ChaLearn LAP Challenge on Understanding Social Behavior in Dyadic and Small Group Interactions, 2021
2020
Gestures In-The-Wild: Detecting Conversational Hand Gestures in Crowded Scenes Using a Multimodal Fusion of Bags of Video Trajectories and Body Worn Acceleration.
IEEE Trans. Multim., 2020
IEEE Trans. Image Process., 2020
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
2019
A dissimilarity-based multiple instance learning approach for protein remote homology detection.
Pattern Recognit. Lett., 2019
Pattern Recognit. Lett., 2019
LEAFAGE: Example-based and Feature importance-based Explanations for Black-box ML models.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019
2018
IEEE Trans. Neural Networks Learn. Syst., 2018
Example and Feature importance-based Explanations for Black-box Machine Learning Models.
CoRR, 2018
Protein Remote Homology Detection Using Dissimilarity-Based Multiple Instance Learning.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018
Improving Temporal Interpolation of Head and Body Pose using Gaussian Process Regression in a Matrix Completion Setting.
Proceedings of the Group Interaction Frontiers in Technology Workshop, 2018
Proceedings of the 2nd International Conference on Information System and Data Mining, 2018
2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
2016
IEEE Trans. Neural Networks Learn. Syst., 2016
'It is Time to Prepare the Next patient' Real-Time Prediction of Procedure Duration in Laparoscopic Cholecystectomies.
J. Medical Syst., 2016
Novelty detection and multi-class classification in power distribution voltage waveforms.
Expert Syst. Appl., 2016
CoRR, 2016
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016
2015
Proceedings of the Similarity-Based Pattern Recognition - Third International Workshop, 2015
Proceedings of the Similarity-Based Pattern Recognition - Third International Workshop, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the 17th International Conference on E-health Networking, 2015
2014
CoRR, 2014
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014
Network-Guided Group Feature Selection for Classification of Autism Spectrum Disorder.
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014
The Effect of Aggregating Subtype Performances Depends Strongly on the Performance Measure Used.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
2013
Pattern Recognit., 2013
Proceedings of the Similarity-Based Pattern Recognition - Second International Workshop, 2013
The Link between Multiple-Instance Learning and Learning from Only Positive and Unlabelled Examples.
Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013
Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013
Proceedings of the 16th International Conference on Advanced Robotics, 2013
2012
Int. J. Pattern Recognit. Artif. Intell., 2012
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012
2011
Question Classification by Weighted Combination of Lexical, Syntactic and Semantic Features.
Proceedings of the Text, Speech and Dialogue - 14th International Conference, 2011
Proceedings of the Similarity-Based Pattern Recognition - First International Workshop, 2011
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011
TUD-MM at MediaEval 2011 Genre Tagging Task: Video search reranking for genre tagging.
Proceedings of the Working Notes Proceedings of the MediaEval 2011 Workshop, 2011
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011
2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010
2009
Pattern Recognit., 2009
Dissimilarity-based classification in the absence of local ground truth: Application to the diagnostic interpretation of chest radiographs.
Pattern Recognit., 2009
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009
2008
IEEE Trans. Pattern Anal. Mach. Intell., 2008
Proceedings of the Structural, 2008
A Fast Approach to Improve Classification Performance of ECOC Classification Systems.
Proceedings of the Structural, 2008
2006
The interaction between classification and reject performance for distance-based reject-option classifiers.
Pattern Recognit. Lett., 2006
Proceedings of the Structural, 2006
Improving computer-aided diagnosis of interstitial disease in chest radiographs by combining one-class and two-class classifiers.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Image Classification from Generalized Image Distance Features: Application to Detection of Interstitial Disease in Chest Radiographs.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
2005
IEEE Trans. Pattern Anal. Mach. Intell., 2005
Proceedings of the Multiple Classifier Systems, 6th International Workshop, 2005
Proceedings of the Multiple Classifier Systems, 6th International Workshop, 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Turning the hyperparameter of an AUC-optimized classifier.
Proceedings of the BNAIC 2005, 2005
2004
Int. J. Pattern Recognit. Artif. Intell., 2004
Proceedings of the Structural, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the Image Analysis and Recognition: International Conference, 2004
2003
Int. J. Pattern Recognit. Artif. Intell., 2003
Proceedings of the NNSP 2003, 2003
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003
2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
Proceedings of the Multiple Classifier Systems, Third International Workshop, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
2001
J. Mach. Learn. Res., 2001
Proceedings of the Multiple Classifier Systems, Second International Workshop, 2001
2000
Pattern Recognit., 2000
Proceedings of the Multiple Classifier Systems, First International Workshop, 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
1999
Proceedings of the Advances in Intelligent Data Analysis, Third International Symposium, 1999
Proceedings of the 7th European Symposium on Artificial Neural Networks, 1999
1998
Proceedings of the Advances in Pattern Recognition, 1998
Proceedings of the Advances in Pattern Recognition, 1998
1997
Pattern Recognit. Lett., 1997
1996
Proceedings of the Artificial Neural Networks, 1996