Tim Oates
Affiliations:- University of Maryland Baltimore County, Baltimore, MD, USA
- Synaptiq, USA
According to our database1,
Tim Oates
authored at least 205 papers
between 1994 and 2024.
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Bibliography
2024
SBI-RAG: Enhancing Math Word Problem Solving for Students through Schema-Based Instruction and Retrieval-Augmented Generation.
CoRR, 2024
Advancing Security in AI Systems: A Novel Approach to Detecting Backdoors in Deep Neural Networks.
Proceedings of the IEEE International Conference on Communications, 2024
Ten-Guard: Tensor Decomposition for Backdoor Attack Detection in Deep Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the Thirty-Seventh International Florida Artificial Intelligence Research Society Conference, 2024
Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
2023
Towards Generalization in Subitizing with Neuro-Symbolic Loss using Holographic Reduced Representations.
CoRR, 2023
RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget.
CoRR, 2023
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Formal Methods in Computer-Aided Design, 2023
RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget (Student Abstract).
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Backdoor Attack Detection in Computer Vision by Applying Matrix Factorization on the Weights of Deep Networks.
Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), 2023
2022
E2HRL: An Energy-efficient Hardware Accelerator for Hierarchical Deep Reinforcement Learning.
ACM Trans. Design Autom. Electr. Syst., 2022
CoRR, 2022
Proceedings of the Fifth Conference on Machine Learning and Systems, 2022
Deploying Convolutional Networks on Untrusted Platforms Using 2D Holographic Reduced Representations.
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Proceedings on "I Can't Believe It's Not Better!, 2022
2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Determining Standard Occupational Classification Codes from Job Descriptions in Immigration Petitions.
Proceedings of the 2021 International Conference on Data Mining, 2021
Predicting Physiological Effects of Chemical Substances Using Natural Language Processing.
Proceedings of the 34th IEEE Canadian Conference on Electrical and Computer Engineering, 2021
An Energy-Efficient Hardware Accelerator for Hierarchical Deep Reinforcement Learning.
Proceedings of the 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2021
Proceedings of the Advanced Data Mining and Applications - 17th International Conference, 2021
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Proceedings of the 20th International Conference on Data Mining Workshops, 2020
Proceedings of the Workshop on Artificial Intelligence Safety, 2020
2019
SensorNet: A Scalable and Low-Power Deep Convolutional Neural Network for Multimodal Data Classification.
IEEE Trans. Circuits Syst. I Regul. Pap., 2019
CoRR, 2019
Determining the Scale of Impact from Denial-of-Service Attacks in Real Time Using Twitter.
CoRR, 2019
Extending Signature-based Intrusion Detection Systems WithBayesian Abductive Reasoning.
CoRR, 2019
Proceedings of the Advances in Visual Computing, 2019
Proceedings of the International Conference on Robotics and Automation, 2019
Proceedings of the Case-Based Reasoning Research and Development, 2019
Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
2018
ACM Trans. Knowl. Discov. Data, 2018
Proceedings of the SIGIR 2018 Workshop On eCommerce co-located with the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), 2018
Proceedings of the 12th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2018
Proceedings of the 12th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2018
Proceedings of the 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2018
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018
Proceedings of the 4th IEEE International Conference on Collaboration and Internet Computing, 2018
2017
ACM Trans. Auton. Adapt. Syst., 2017
Proceedings of the Advances in Spatial and Temporal Databases, 2017
Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments, 2017
An EEG artifact identification embedded system using ICA and multi-instance learning.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017
Time series classification from scratch with deep neural networks: A strong baseline.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017
Preliminary Survey Analysis in Participatory Design: Repositioning, Transferring, and Personal Care Robots.
Proceedings of the Companion of the 2017 ACM/IEEE International Conference on Human-Robot Interaction, 2017
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
Developing a limb repositioning robotic interface for persons with severe physical disabilities.
Univers. Access Inf. Soc., 2016
Fundam. Informaticae, 2016
MDSENT at SemEval-2016 Task 4: A Supervised System for Message Polarity Classification.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016
Proceedings of the 10th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2016
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016
Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016
Proceedings of the 19th International Conference on Extending Database Technology, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
IEEE Trans. Circuits Syst. II Express Briefs, 2015
Spatially Encoding Temporal Correlations to Classify Temporal Data Using Convolutional Neural Networks.
CoRR, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015
Pooling SAX-BoP Approaches with Boosting to Classify Multivariate Synchronous Physiological Time Series Data.
Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015
An ultra low power feature extraction and classification system for wearable seizure detection.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 18th International Conference on Extending Database Technology, 2015
A Generative Model For Time Series Discretization Based On Multiple Normal Distributions.
Proceedings of the 8th Workshop on Ph.D. Workshop in Information and Knowledge Management, 2015
2014
Inf. Syst. Frontiers, 2014
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014
Time Warping Symbolic Aggregation Approximation with Bag-of-Patterns Representation for Time Series Classification.
Proceedings of the 13th International Conference on Machine Learning and Applications, 2014
On-Line Signature Verification Using Symbolic Aggregate Approximation (SAX) and Sequential Mining Optimization (SMO).
Proceedings of the 13th International Conference on Machine Learning and Applications, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
Comparing Raw Data and Feature Extraction for Seizure Detection with Deep Learning Methods.
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014
Deep Belief Networks Used on High Resolution Multichannel Electroencephalography Data for Seizure Detection.
Proceedings of the 2014 AAAI Spring Symposia, 2014
2013
Proceedings of the Open research Areas in Information Retrieval, 2013
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
2012
Proceedings of the Eleventh International Conference on Grammatical Inference, 2012
Proceedings of the Eleventh International Conference on Grammatical Inference, 2012
IBM J. Res. Dev., 2012
HLTCOE Participation at TAC 2012: Entity Linking and Cold Start Knowledge Base Construction.
Proceedings of the Fifth Text Analysis Conference, 2012
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction, 2012
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012
Commonsense Knowledge in Weblogs: Mining Script-Like Structures from the Web.
Proceedings of the Advances in Data Mining, 12th Industrial Conference, 2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Proceedings of the 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, 2012
Proceedings of the 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, 2012
Proceedings of the 5th IAPR International Conference on Biometrics, 2012
2011
Discovering and Characterizing Hidden Variables Using a Novel Neural Network Architecture: LO-Net.
J. Robotics, 2011
Robust Face Detection in Patient Triage Images.
Proceedings of the VISAPP 2011, 2011
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011
Improving the Discovery and Characterization of Hidden Variables by Regularizing the LO-net.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011
Classification of Patients Using Novel Multivariate Time Series Representations of Physiological Data.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011
Proceedings of the Data Mining Workshops (ICDMW), 2011
Proceedings of the 2011 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2011
Proceedings of the Second Symposium on Education Advances in Artificial Intelligence, 2011
Proceedings of the Advances in Cognitive Systems, 2011
Proceedings of the Metareasoning - Thinking about Thinking., 2011
2010
Inferring Probability Distributions of Graph Size and Node Degree from Stochastic Graph Grammars.
Proceedings of the SIAM International Conference on Data Mining, 2010
Energy efficient node engagement strategies for achieving data fidelity in wireless sensor networks.
Proceedings of the 35th Annual IEEE Conference on Local Computer Networks, 2010
Discovering and Characterizing Hidden Variables in Streaming Multivariate Time Series.
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010
Proceedings of the Grammatical Inference: Theoretical Results and Applications, 2010
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010
Proceedings of the Commonsense Knowledge, 2010
Proceedings of the Metacognition for Robust Social Systems, 2010
2009
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
Proceedings of the Learning by Reading and Learning to Read, 2009
2008
Appl. Artif. Intell., 2008
Proceedings of the Grammatical Inference: Algorithms and Applications, 2008
Proceedings of the Grammatical Inference: Algorithms and Applications, 2008
Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008
Proceedings of the Artificial General Intelligence 2008, 2008
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
2007
Proceedings of the First IEEE International Conference on Semantic Computing (ICSC 2007), 2007
Proceedings of the IJCAI 2007, 2007
Proceedings of the Advances in Ambient Intelligence [best papers from AITamI@IJCAI 2007, 2007
Proceedings of the First International Conference on Weblogs and Social Media, 2007
Proceedings of the Logical Formalizations of Commonsense Reasoning, 2007
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007
2006
The metacognitive loop I: Enhancing reinforcement learning with metacognitive monitoring and control for improved perturbation tolerance||.
J. Exp. Theor. Artif. Intell., 2006
Artif. Intell., 2006
Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006
Proceedings of the Grammatical Inference: Algorithms and Applications, 2006
Visualization Support for Fusing Relational, Spatio-Temporal Data: Building Career Histories.
Proceedings of the 9th International Conference on Information Fusion, 2006
Proceedings of the Proceedings, 2006
2005
R. Siegwart and I. Nourbakhsh, Introduction to Autonomous Mobile Robots, MIT Press (2004).
Artif. Intell., 2005
Proceedings of the Abstraction, 2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
2004
Proceedings of the Algorithms and Models for the Web-Graph: Third International Workshop, 2004
On the Relationship between Lexical Semantics and Syntax for the Inference of Context-Free Grammars.
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004
2003
Proceedings of the Inductive Logic Programming: 13th International Conference, 2003
Leveraging Lexical Semantics to Infer Context-Free Grammars.
Proceedings of the Workshop and Tutorial on Learning Contex-Free Grammars, 2003
Proceedings of the Agent Mediated Knowledge Management, 2003
2002
Using latent semantic analysis to find different names for the same entity in free text.
Proceedings of the Fourth ACM CIKM International Workshop on Web Information and Data Management (WIDM 2002), 2002
The Thing that we Tried Didn't Work very Well: Deictic Representation in Reinforcement Learning.
Proceedings of the UAI '02, 2002
Learning k-Reversible Context-Free Grammars from Positive Structural Examples.
Proceedings of the Machine Learning, 2002
Proceedings of the Grammatical Inference: Algorithms and Applications, 2002
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002
Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002
2001
Proceedings of the Sequence Learning - Paradigms, Algorithms, and Applications, 2001
Proceedings of the Algorithmic Learning Theory, 12th International Conference, 2001
The Importance of Being Discrete: Learning Classes of Actions and Outcomes through Interaction.
Proceedings of the Advances in Artificial Intelligence, 2001
2000
Proceedings of the Fifth International Conference on Artificial Intelligence Planning Systems, 2000
Identifying qualitatively different outcomes of actions: gaining autonomy through learning.
Proceedings of the Fourth International Conference on Autonomous Agents, 2000
Toward natural language interfaces for robotic agents: grounding linguistic meaning in sensors.
Proceedings of the Fourth International Conference on Autonomous Agents, 2000
A Method for Clustering the Experiences of a Mobile Robot that Accords with Human Judgments.
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000
1999
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999
Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999
Proceedings of the Seventh International Workshop on Artificial Intelligence and Statistics, 1999
Proceedings of the Seventh International Workshop on Artificial Intelligence and Statistics, 1999
Toward a Theoretical Understanding of Why and When Decision Tree Pruning Algorithms Fail.
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999
1998
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998
Proceedings of the Grammatical Inference, 4th International Colloquium, 1998
1997
IEE Proc. Softw. Eng., 1997
Proceedings of the Advances in Intelligent Data Analysis, 1997
The Effects of Training Set Size on Decision Tree Complexity.
Proceedings of the Fourteenth International Conference on Machine Learning (ICML 1997), 1997
Proceedings of the Machine Learning: ECML-97, 1997
Proceedings of the Sixth International Workshop on Artificial Intelligence and Statistics, 1997
Proceedings of the First International Conference on Autonomous Agents, 1997
1996
Searching for Structure in Multiple Streams of Data.
Proceedings of the Machine Learning, 1996
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996
1995
Proceedings of the Seventh International Conference on Tools with Artificial Intelligence, 1995
Proceedings of the Learning from Data, 1995
1994
Proceedings of the Second International Conference on Artificial Intelligence Planning Systems, 1994