Concepedia

Walter Gerych

WG

10

Publications

152

Citations

10

H-Index

2019

Active since

Affiliations

Worcester Polytechnic Institute(Current)

Walter Gerych is an author at Worcester Polytechnic Institute specializing in data science, computer science, and engineering.

Top concepts

EngineeringData ScienceComputer ScienceData MiningMachine LearningKnowledge DiscoveryPattern RecognitionManagementStatisticsDeep Learning

Publications per year

2019–2023

10

Publications

10

Classifying Depression in Imbalanced Datasets Using an Autoencoder- Based Anomaly Detection Approach

Walter Gerych, Emmanuel Agu, Elke A. Rundensteiner · 2019 · 53 citations

Anomaly Detection, Machine Learning, Engineering +20

Measuring Group Advantage: A Comparative Study of Fair Ranking Metrics

Caitlin Kuhlman, Walter Gerych, Elke A. Rundensteiner · 2021 · 13 citations

Ranking Algorithm, Engineering, Popular Metrics +18

Recurrent Bayesian Classifier Chains for Exact Multi-Label Classification

Walter Gerych, Tom Hartvigsen, Luke Buquicchio et al. · Neural Information Processing Systems · 2021 · 12 citations

Natural Language Processing, Multiple Instance Learning, Engineering +10

Text Generation to Aid Depression Detection: A Comparative Study of Conditional Sequence Generative Adversarial Networks

ML Tlachac, Walter Gerych, Kratika Agrawal et al. · 2022 IEEE International Conference on Big Data (Big Data) · 2022 · 12 citations

ARGUS: Interactive visual analysis of disruptions in smartphone-detected Bio-Behavioral Rhythms

Hamid Mansoor, Walter Gerych, Abdulaziz Alajaji et al. · Visual Informatics · 2021 · 11 citations · Full text

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