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Kavin Chandrasekaran
Kavin Chandrasekaran
Geverifieerd e-mailadres voor wpi.edu
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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
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
112021
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
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
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
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
Debiasing Pretrained Generative Models by Uniformly Sampling Semantic Attributes
W Gerych, K Hickey, L Buquicchio, K Chandrasekaran, A Alajaji, ...
Advances in Neural Information Processing Systems 36, 2023
22023
Triplet-based Domain Adaptation (Triple-DARE) for Lab-to-field Human Context Recognition
A Alajaji, W Gerych, K Chandrasekaran, L Buquicchio, H Mansoor, E Agu, ...
2022 IEEE International Conference on Pervasive Computing and Communications …, 2022
22022
Positive unlabeled learning with a sequential selection bias
W Gerych, T Hartvigsen, L Buquicchio, A Alajaji, K Chandrasekaran, ...
Proceedings of the 2022 SIAM International Conference on Data Mining (SDM …, 2022
22022
INPHOVIS: Interactive visual analytics for smartphone-based digital phenotyping
H Mansoor, W Gerych, A Alajaji, L Buquicchio, K Chandrasekaran, E Agu, ...
Visual Informatics 7 (2), 13-29, 2023
12023
Variational Open Set Recognition (VOSR)
L Buquicchio, W Gerych, A Alajaji, K Chandrasekaran, H Mansoor, ...
2021 IEEE International Conference on Big Data (Big Data), 994-1001, 2021
12021
Exploratory Data Analysis of Population Level Smartphone-Sensed Data
H Mansoor, W Gerych, A Alajaji, L Buquicchio, K Chandrasekaran, E Agu, ...
International Joint Conference on Computer Vision, Imaging and Computer …, 2021
12021
PLEADES: Population Level Observation of Smartphone Sensed Symptoms for In-the-wild Data using Clustering.
H Mansoor, W Gerych, A Alajaji, L Buquicchio, K Chandrasekaran, E Agu, ...
VISIGRAPP (3: IVAPP), 64-75, 2021
12021
Get up!: Assessing postural activity & transitions using bi-directional gated recurrent units (Bi-GRUs) on smartphone motion data
K Chandrasekaran, L Buquicchio, W Gerych, E Agu, E Rundensteiner
2019 IEEE Healthcare Innovations and Point of Care Technologies,(HI-POCT), 25-28, 2019
12019
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Artikelen 1–20