Jesse Davis
Orcid: 0000-0002-3748-9263Affiliations:
- Katholieke Universiteit Leuven, Department of Computer Science, Belgium
- University of Washington, Department of Computer Science and Engineering, Seattle, WA, USA
According to our database1,
Jesse Davis
authored at least 148 papers
between 2004 and 2024.
Collaborative distances:
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Online presence:
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on orcid.org
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on cs.wisc.edu
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Bibliography
2024
Detecting Epileptic Seizures Using Hand-Crafted and Automatically Constructed EEG Features.
IEEE Trans. Biomed. Eng., January, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
A Markov Framework for Learning and Reasoning About Strategies in Professional Soccer.
J. Artif. Intell. Res., 2023
Generating Explanations in Medical Question-Answering by Expectation Maximization Inference over Evidence.
CoRR, 2023
How to Allocate your Label Budget? Choosing between Active Learning and Learning to Reject in Anomaly Detection.
CoRR, 2023
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
2022
Can the Output of a Learned Classification Model Monitor a Person's Functional Recovery Status Post-Total Knee Arthroplasty?
Sensors, 2022
Impact of Gender and Feature Set on Machine-Learning-Based Prediction of Lower-Limb Overuse Injuries Using a Single Trunk-Mounted Accelerometer.
Sensors, 2022
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Proceedings of the Fourth International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2022
Proceedings of the Workshop on AI Evaluation Beyond Metrics co-located with the 31st International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022
Proceedings of the Discovery Science - 25th International Conference, 2022
Proceedings of the Discovery Science - 25th International Conference, 2022
Unifying Knowledge Base Completion with PU Learning to Mitigate the Observation Bias.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Transferring the Contamination Factor between Anomaly Detection Domains by Shape Similarity.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Motion Sensor-Based Detection of Outlier Days Supporting Continuous Health Assessment for Single Older Adults.
Sensors, 2021
Frontiers Digit. Health, 2021
Proceedings of the 2021 SIAM International Conference on Data Mining, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the Advanced Data Mining and Applications - 17th International Conference, 2021
2020
Towards the Monitoring of Functional Status in a Free-Living Environment for People with Hip or Knee Osteoarthritis: Design and Evaluation of the JOLO Blended Care App.
Sensors, 2020
"Now you see it, now you don't!" Detecting Suspicious Pattern Absences in Continuous Time Series.
Proceedings of the 2020 SIAM International Conference on Data Mining, 2020
Proceedings of the Machine Learning and Data Mining for Sports Analytics, 2020
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
VAEP: An Objective Approach to Valuing On-the-Ball Actions in Soccer (Extended Abstract).
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
Proceedings of the Discovery Science - 23rd International Conference, 2020
Transfer Learning for Anomaly Detection through Localized and Unsupervised Instance Selection.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
A general anomaly detection framework for fleet-based condition monitoring of machines.
CoRR, 2019
Gait Event Detection in Tibial Acceleration Profiles: a Structured Learning Approach.
CoRR, 2019
Markov Logic Networks for Knowledge Base Completion: A Theoretical Analysis Under the MCAR Assumption.
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Player Vectors: Characterizing Soccer Players' Playing Style from Match Event Streams.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Beyond the Selected Completely at Random Assumption for Learning from Positive and Unlabeled Data.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Proceedings of the Inductive Logic Programming - 29th International Conference, 2019
Use of wearable technology to quantify fall risk in psychogeriatric environments: a feasability study.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the Discovery Science - 22nd International Conference, 2019
2018
Guest editors introduction to the special issue for the ECML PKDD 2018 journal track.
Mach. Learn., 2018
Graph sampling with applications to estimating the number of pattern embeddings and the parameters of a statistical relational model.
Data Min. Knowl. Discov., 2018
Data Min. Knowl. Discov., 2018
Beyond the Selected Completely At Random Assumption for Learning from Positive and Unlabeled Data.
CoRR, 2018
Estimating Rule Quality for Knowledge Base Completion with the Relationship between Coverage Assumption.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018
Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018
Forecasting the FIFA World Cup - Combining Result- and Goal-Based Team Ability Parameters.
Proceedings of the 5th Workshop on Machine Learning and Data Mining for Sports Analytics co-located with 2018 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2018), 2018
Proceedings of the ECML PKDD 2018 Workshops, 2018
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018
Proceedings of the Second International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the IEEE International Conference on Data Mining, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Estimating the Class Prior in Positive and Unlabeled Data Through Decision Tree Induction.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the 4th Workshop on Machine Learning and Data Mining for Sports Analytics co-located with 2017 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), 2017
Proceedings of the Workshop and Tutorial on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), 2017
Proceedings of the 4th Workshop on Machine Learning and Data Mining for Sports Analytics co-located with 2017 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), 2017
Proceedings of the Inductive Logic Programming - 27th International Conference, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Mach. Learn., 2016
Stratified Knowledge Bases as Interpretable Probabilistic Models (Extended Abstract).
CoRR, 2016
CoRR, 2016
Proceedings of the Workshop on Machine Learning and Data Mining for Sports Analytics 2016 co-located with the 2016 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2016
Analyzing Volleyball Match Data from the 2014 World Championships Using Machine Learning Techniques.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
A Comprehensive Comparison of Two MEDLINE Annotators for Disease and Gene Linkage: Sometimes Less is More.
Proceedings of the Bioinformatics and Biomedical Engineering, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Student perspectives on application of game-based learning within a graduate-level engineering course.
Proceedings of the 2016 IEEE Frontiers in Education Conference, 2016
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
2015
Problems with the nested granularity of feature domains in bioinformatics: the eXtasy case.
BMC Bioinform., 2015
Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the Inductive Logic Programming - 25th International Conference, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the Advances in Intelligent Data Analysis XIV, 2015
Proceedings of the Artificial Intelligence in Medicine, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Proceedings of the Foundations of Biomedical Knowledge Representation, 2015
Proceedings of the Foundations of Biomedical Knowledge Representation, 2015
2014
J. Mach. Learn. Res., 2014
Proceedings of the 1st International Workshop on Interactions between Data Mining and Natural Language Processing co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2014
Proceedings of the 5th International Workshop on Web-scale Knowledge Representation Retrieval & Reasoning, 2014
2013
J. Artif. Intell. Res., 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the Inductive Logic Programming - 23rd International Conference, 2013
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2013
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013
Proceedings of the Statistical Relational Artificial Intelligence, 2013
Proceedings of the Statistical Relational Artificial Intelligence, 2013
2012
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
Proceedings of the 2nd International Workshop on Statistical Relational AI (StaRAI-12), 2012
Proceedings of the Late Breaking Papers of the 22nd International Conference on Inductive Logic Programming, 2012
Proceedings of the Inductive Logic Programming - 22nd International Conference, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation.
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
Conditioning in First-Order Knowledge Compilation and Lifted Probabilistic Inference.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2011
Proceedings of the IJCAI 2011, 2011
2010
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010
Proceedings of the ICDM 2010, 2010
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010
2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
2007
Proceedings of the IJCAI 2007, 2007
An integrated approach to feature invention and model construction for drug activity prediction.
Proceedings of the Machine Learning, 2007
2006
Proceedings of the Machine Learning, 2006
Proceedings of the Machine Learning: ECML 2006, 2006
2005
Int. J. Softw. Eng. Knowl. Eng., 2005
Proceedings of the Fourth International Symposium on Information Processing in Sensor Networks, 2005
View Learning for Statistical Relational Learning: With an Application to Mammography.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Proceedings of the Machine Learning: ECML 2005, 2005
Knowledge Discovery from Structured Mammography Reports Using Inductive Logic Programming.
Proceedings of the AMIA 2005, 2005
2004
Friendly Object Tracking and Foreign Object Detection and Localization with an SDAC Wireless Sensor Network.
Proceedings of the 10th IEEE International Workshop on Future Trends of Distributed Computing Systems (FTDCS 2004), 2004