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Walter Gerych
Walter Gerych
Postdoctoral Associate, MIT
Geverifieerd e-mailadres voor mit.edu
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Classifying depression in imbalanced datasets using an autoencoder-based anomaly detection approach
W Gerych, E Agu, E Rundensteiner
2019 IEEE 13th International Conference on Semantic Computing (ICSC), 124-127, 2019
572019
Measuring group advantage: A comparative study of fair ranking metrics
C Kuhlman, W Gerych, E Rundensteiner
Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 674-682, 2021
252021
Recurrent bayesian classifier chains for exact multi-label classification
W Gerych, T Hartvigsen, L Buquicchio, E Agu, EA Rundensteiner
Advances in Neural Information Processing Systems 34, 15981-15992, 2021
212021
Recovering the propensity score from biased positive unlabeled data
W Gerych, T Hartvigsen, L Buquicchio, E Agu, E Rundensteiner
Proceedings of the AAAI conference on artificial intelligence 36 (6), 6694-6702, 2022
172022
Delfi: Mislabelled human context detection using multi-feature similarity linking
H Mansoor, W Gerych, L Buquicchio, K Chandrasekaran, E Agu, ...
2019 IEEE Visualization in Data Science (VDS), 11-19, 2019
142019
Stop&Hop: Early Classification of Irregular Time Series
T Hartvigsen, W Gerych, J Thadajarassiri, X Kong, E Rundensteiner
Proceedings of the 31st ACM International Conference on Information …, 2022
122022
ARGUS: Interactive visual analysis of disruptions in smartphone-detected Bio-Behavioral Rhythms
H Mansoor, W Gerych, A Alajaji, L Buquicchio, K Chandrasekaran, E Agu, ...
Visual Informatics 5 (3), 39-53, 2021
122021
Deepcontext: Parameterized compatibility-based attention cnn for human context recognition
A Alajaji, W Gerych, K Chandrasekaran, L Buquicchio, E Agu, ...
2020 IEEE 14th International Conference on Semantic Computing (ICSC), 53-60, 2020
102020
Text generation to aid depression detection: a comparative study of conditional sequence generative adversarial networks
ML Tlachac, W Gerych, K Agrawal, B Litterer, N Jurovich, S Thatigotla, ...
2022 IEEE international conference on big data (big data), 2804-2813, 2022
82022
Visual analytics of smartphone-sensed human behavior and health
H Mansoor, W Gerych, A Alajaji, L Buquicchio, K Chandrasekaran, E Agu, ...
IEEE Computer Graphics and Applications 41 (3), 96-104, 2021
72021
Har-ctgan: a mobile sensor data generation tool for human activity recognition
J DeOliveira, W Gerych, A Koshkarova, E Rundensteiner, E Agu
2022 IEEE International Conference on Big Data (Big Data), 5233-5242, 2022
62022
Smartphone health biomarkers: Positive unlabeled learning of in-the-wild contexts
A Alajaji, W Gerych, L Buquicchio, K Chandrasekaran, H Mansoor, E Agu, ...
IEEE Pervasive Computing 20 (1), 50-61, 2021
62021
Comex: Identifying mislabeled human behavioral context data using visual analytics
H Mansoor, W Gerych, L Buquicchio, K Chandrasekaran, E Agu, ...
2019 IEEE 43rd Annual Computer Software and Applications Conference (COMPSAC …, 2019
62019
Burstpu: Classification of weakly labeled datasets with sequential bias
W Gerych, L Buquicchio, K Chandrasekaran, A Alajaji, H Mansoor, ...
2020 IEEE International Conference on Big Data (Big Data), 147-154, 2020
52020
Knowledge amalgamation for multi-label classification via label dependency transfer
J Thadajarassiri, T Hartvigsen, W Gerych, X Kong, E Rundensteiner
Proceedings of the AAAI Conference on Artificial Intelligence 37 (8), 9980-9988, 2023
42023
Gan for generating user-specific human activity data from an incomplete training corpus
W Gerych, H Kim, J DeOliveira, MC Martin, L Buquicchio, ...
2021 IEEE International Conference on Big Data (Big Data), 4705-4714, 2021
42021
ARGUS: Interactive Visual Analytics Framework for the Discovery of Disruptions in Bio-Behavioral Rhythms.
H Mansoor, W Gerych, L Buquicchio, A Alajaji, K Chandrasekaran, E Agu, ...
EuroVis (Short Papers), 25-29, 2020
42020
Domain adaptation methods for lab-to-field human context recognition
A Alajaji, W Gerych, L Buquicchio, K Chandrasekaran, H Mansoor, E Agu, ...
Sensors 23 (6), 3081, 2023
32023
CARTMAN: Complex Activity Recognition Using Topic Models for Feature Generation from Wearable Sensor Data
K Chandrasekaran, W Gerych, L Buquicchio, A Alajaji, E Agu, ...
2021 IEEE International Conference on Smart Computing (SMARTCOMP), 39-46, 2021
32021
Intosis: Interactive observation of smartphone inferred symptoms for in-the-wild data
H Mansoor, W Gerych, L Buquicchio, A Alajaji, K Chandrasekaran, E Agu, ...
2020 IEEE International Conference on Big Data (Big Data), 4882-4891, 2020
32020
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