Matthew Horak

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 11

Top Topics

Unsupervised Learning

Anomaly Detection

Network Traffic

Top Venues

J. Ambient Intell. Smart Environ.

Publications

James Talbott, Joshua Palicka, Alexander Sheardown, Wan D. Bae, Matthew Horak
Improving Network Traffic Anomaly Detection through Data Denoising and Unsupervised Learning. CCWC (2024)
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)
Matthew Horak, Sowmya Chandrasekaran, Giovanni Tobar
NLP Based Anomaly Detection for Categorical Time Series. IRI (2022)
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) (2022)
Matthew Horak, Sowmya Chandrasekaran, Giovanni Tobar
NLP Based Anomaly Detection for Categorical Time Series. CoRR (2022)
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 (2021)
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)
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) (2019)
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)
Matthew Horak, Wan D. Bae, Shayma Alkobaisi, Sehjeong Kim, Wade Meyers
A Bayesian Framework for Individual Exposure Estimation on Uncertain Paths. W2GIS (2017)
Matthew Horak, Shayma Alkobaisi, Wan D. Bae
An energy-conserving algorithm for the collection and reporting of data in mobile sensor networks. MobiGIS (2015)
Matthew Horak, Melanie Stein, Jennifer Taback
Computing Word Length in Alternate Presentations of Thompson's Group F. Int. J. Algebra Comput. 19 (8) (2009)