Publications

112 entries « 1 of 8 »

2016

Wilkinson, Bryan; Oates, Tim

A Gold Standard for Scalar Adjectives Conference

Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016), European Language Resources Association (ELRA), Portorož, Slovenia, 2016.

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Zhiguang Wang Tim Oates, James Lo

Adaptive Normalized Risk-Averting Training for Deep Neural Networks Inproceedings

Proceedings of The Thirtieth AAAI Conference on Artificial Intelligence, AAAI, 2016.

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2015

Clemens, John

Automatic Classification of Object Code using Machine Learning Inproceedings

Digital Investigation , pp. S156 - S162, 2015, ISSN: 1742-2876, (DFRWS USA 2015).

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Zhiguang wang, Tim Oates

Imaging Time-Series to Improve Classification and Imputation Inproceedings

Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI), pp. 3939-3945, AAAI, 2015.

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Wilkinson, Bryan

Initial Steps for Building a Lexicon of Adjectives with Scalemates Inproceedings

Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop, pp. 57–63, Association for Computational Linguistics, Denver, Colorado, 2015.

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Wang, Zhiguang; Oates, Tim

Pooling SAX-BoP Approaches with Boosting to Classify Multivariate Synchronous Physiological Time Series Data Inproceedings

Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2015, Hollywood, Florida. May 18-20, 2015., pp. 335–341, AAAI, 2015.

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Wang, Zhiguang; Oates, Tim

Encoding Time Series as Images for Visual Inspection and Classification Using Tiled Convolutional Neural Networks Inproceedings

Workshops at the Twenty-Ninth AAAI Conference on Artificial Intelligence, AAAi, 2015.

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Page, Adam; Sagedy, Chris; Smith, Emily; Attaran, Nasrin; Oates, Tim; Mohsenin, Tinoosh

A Flexible Multichannel EEG Feature Extractor and Classifier for Seizure Detection Journal Article

IEEE Trans. on Circuits and Systems, 62-II (2), pp. 109–113, 2015.

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Senin, Pavel; Lin, Jessica; Wang, Xing; Oates, Tim; Gandhi, Sunil; Boedihardjo, Arnold P; Chen, Crystal; Frankenstein, Susan

Time series anomaly discovery with grammar-based compression Inproceedings

Proceedings of the 18th International Conference on Extending Database Technology, EDBT 2015, Brussels, Belgium, March 23-27, 2015., pp. 481–492, 2015.

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2014

Wang, Zhiguang; Oates, Tim

Time Warping Symbolic Aggregation Approximation with Bag-of-Patterns Representation for Time Series Classification Inproceedings

Machine Learning and Applications (ICMLA), 2014 13th International Conference on, pp. 270–275, IEEE, 2014.

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Zhu, Xianshu; Oates, Tim

Finding story chains in newswire articles using random walks Journal Article

Information Systems Frontiers, 16 (5), pp. 753–769, 2014.

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Heinz, Jeffrey; de la Higuera, Colin; Oates, Tim

Introduction to the Special Issue on Grammatical Inference Journal Article

Machine Learning, 96 (1-2), pp. 1–3, 2014.

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Page, Adam; Turner, J T; Mohsenin, Tinoosh; Oates, Tim

Comparing Raw Data and Feature Extraction for Seizure Detection with Deep Learning Methods Inproceedings

Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, FLAIRS 2014, Pensacola Beach, Florida, May 21-23, 2014., 2014.

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Deivachilai, Rakesh; Oates, Tim

On-Line Signature Verification Using Symbolic Aggregate Approximation (SAX) and Sequential Mining Optimization (SMO) Inproceedings

13th International Conference on Machine Learning and Applications, ICMLA 2014, Detroit, MI, USA, December 3-6, 2014, pp. 195–200, 2014.

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Senin, Pavel; Lin, Jessica; Wang, Xing; Oates, Tim; Gandhi, Sunil; Boedihardjo, Arnold P; Chen, Crystal; Frankenstein, Susan; Lerner, Manfred

GrammarViz 2.0: A Tool for Grammar-Based Pattern Discovery in Time Series Inproceedings

Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part III, pp. 468–472, 2014.

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112 entries « 1 of 8 »

 

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