Matthew Horak

13 papers C 1Misc 3Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Synthetic Data Generation and Evaluation Techniques for Classifiers in Data Starved Medical Applications.
IEEE Access
Wan D. Bae, Shayma Alkobaisi, Matthew Horak, Siddheshwari Bankar, Sartaj Bhuvaji, Sungroul Kim, Choon-Sik Park
2024 — conf
Improving Network Traffic Anomaly Detection through Data Denoising and Unsupervised Learning.
CCWC
James Talbott, Joshua Palicka, Alexander Sheardown, Wan D. Bae, Matthew Horak
2023 — conf
Improving Classification Performance on Rare Events in Data Starved Medical Applications.
MeMeA
Wan D. Bae, Angelo Alfonso, David Stanko, Lili Hao, Linh Le, Matthew Horak
2022 J jnl
A Two-Step Machine Learning Approach for Crop Disease Detection Using GAN and UAV Technology.
Remote. Sens.
Aaditya Prasad, Nikhil Mehta, Matthew Horak, Wan D. Bae
2022 Misc conf
NLP Based Anomaly Detection for Categorical Time Series.
IRI
Matthew Horak, Sowmya Chandrasekaran, Giovanni Tobar
2022 J jnl
NLP Based Anomaly Detection for Categorical Time Series.
CoRR
Matthew Horak, Sowmya Chandrasekaran, Giovanni Tobar
2021 Misc conf
A study of the effectiveness of transfer learning in individualized asthma risk prediction.
SAC
Wan D. Bae, Shayma Alkobaisi, Matthew Horak, Sungroul Kim, Choon-Sik Park, Mark Chesney
2021 J jnl
A two-step machine learning approach for crop disease detection: an application of GAN and UAV technology.
CoRR
Aaditya Prasad, Nikhil Mehta, Matthew Horak, Wan D. Bae
2019 Misc conf
A two-step approach to predictive modeling of individual-based environmental health risks.
SAC
Wan D. Bae, Matthew Horak, Shayma Alkobaisi, Sehjeong Kim, Sada Narayanappa, Choon-Sik Park, Da Jeong Bae
2019 J jnl
Predictive and exposome analytics: A case study of asthma exacerbation management.
J. Ambient Intell. Smart Environ.
Shayma Alkobaisi, Wan D. Bae, Matthew Horak, Sada Narayanappa, Jongwon Lee, Eman AbuKhousa, Choon-Sik Park, Da Jung Bae
2017 C conf
A Bayesian Framework for Individual Exposure Estimation on Uncertain Paths.
W2GIS
Matthew Horak, Wan D. Bae, Shayma Alkobaisi, Sehjeong Kim, Wade Meyers
2015 — conf
An energy-conserving algorithm for the collection and reporting of data in mobile sensor networks.
MobiGIS
Matthew Horak, Shayma Alkobaisi, Wan D. Bae
2009 J jnl
Computing Word Length in Alternate Presentations of Thompson's Group F.
Int. J. Algebra Comput.
Matthew Horak, Melanie Stein, Jennifer Taback