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Matthew Horak
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2020 – today
- 2024
- [c7]James Talbott, Joshua Palicka, Alexander Sheardown, Wan D. Bae, Matthew Horak:
Improving Network Traffic Anomaly Detection through Data Denoising and Unsupervised Learning. CCWC 2024: 447-453 - 2023
- [c6]Wan D. Bae, Angelo Alfonso, David Stanko, Lili Hao, Linh Le, Matthew Horak:
Improving Classification Performance on Rare Events in Data Starved Medical Applications. MeMeA 2023: 1-6 - 2022
- [j3]Aaditya Prasad, Nikhil Mehta, Matthew Horak, Wan D. Bae:
A Two-Step Machine Learning Approach for Crop Disease Detection Using GAN and UAV Technology. Remote. Sens. 14(19): 4765 (2022) - [c5]Matthew Horak, Sowmya Chandrasekaran, Giovanni Tobar:
NLP Based Anomaly Detection for Categorical Time Series. IRI 2022: 27-34 - [i2]Matthew Horak, Sowmya Chandrasekaran, Giovanni Tobar:
NLP Based Anomaly Detection for Categorical Time Series. CoRR abs/2204.10483 (2022) - 2021
- [c4]Wan D. Bae, Shayma Alkobaisi, Matthew Horak, Sungroul Kim, Choon-Sik Park, Mark Chesney:
A study of the effectiveness of transfer learning in individualized asthma risk prediction. SAC 2021: 1082-1085 - [i1]Aaditya Prasad, Nikhil Mehta, Matthew Horak, Wan D. Bae:
A two-step machine learning approach for crop disease detection: an application of GAN and UAV technology. CoRR abs/2109.11066 (2021)
2010 – 2019
- 2019
- [j2]Shayma Alkobaisi, Wan D. Bae, Matthew Horak, Sada Narayanappa, Jongwon Lee, Eman AbuKhousa, Choon-Sik Park, Da Jung Bae:
Predictive and exposome analytics: A case study of asthma exacerbation management. J. Ambient Intell. Smart Environ. 11(6): 527-552 (2019) - [c3]Wan D. Bae, Matthew Horak, Shayma Alkobaisi, Sehjeong Kim, Sada Narayanappa, Choon-Sik Park, Da Jeong Bae:
A two-step approach to predictive modeling of individual-based environmental health risks. SAC 2019: 729-738 - 2017
- [c2]Matthew Horak, Wan D. Bae, Shayma Alkobaisi, Sehjeong Kim, Wade Meyers:
A Bayesian Framework for Individual Exposure Estimation on Uncertain Paths. W2GIS 2017: 83-99 - 2015
- [c1]Matthew Horak, Shayma Alkobaisi, Wan D. Bae:
An energy-conserving algorithm for the collection and reporting of data in mobile sensor networks. MobiGIS 2015: 50-58
2000 – 2009
- 2009
- [j1]Matthew Horak, Melanie Stein, Jennifer Taback:
Computing Word Length in Alternate Presentations of Thompson's Group F. Int. J. Algebra Comput. 19(8): 963-997 (2009)
Coauthor Index
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