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ORCIDJeya Vikranth Jeyakumar
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2020 – today
- 2023
[j1]Jeya Vikranth Jeyakumar
, Ankur Sarker, Luis Antonio Garcia, Mani B. Srivastava:
X-CHAR: A Concept-based Explainable Complex Human Activity Recognition Model. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7(1): 17:1-17:28 (2023)- 2022
- [b1]Jeya Vikranth Jeyakumar:
Robust and Interpretable Predictions for Multimodal Sensor Systems. University of California, Los Angeles, USA, 2022 - [i3]Jeya Vikranth Jeyakumar, Ludmila Cherkasova, Saina Lajevardi, Moray Allan, Yue Zhao, John Fry, Mani B. Srivastava:
Combining Individual and Joint Networking Behavior for Intelligent IoT Analytics. CoRR abs/2203.03109 (2022) - [i2]Jeya Vikranth Jeyakumar, Luke Dickens, Luis Garcia, Yu-Hsi Cheng, Diego Ramirez-Echavarria, Joseph Noor, Alessandra Russo, Lance M. Kaplan, Erik Blasch, Mani B. Srivastava:
Automatic Concept Extraction for Concept Bottleneck-based Video Classification. CoRR abs/2206.10129 (2022) - [i1]Pengrui Quan, Supriyo Chakraborty, Jeya Vikranth Jeyakumar, Mani B. Srivastava:
On the amplification of security and privacy risks by post-hoc explanations in machine learning models. CoRR abs/2206.14004 (2022) - 2020
- [c5]Jeya Vikranth Jeyakumar, Ludmila Cherkasova, Saina Lajevardi, Moray Allan, Yue Zhao, John Fry, Mani B. Srivastava:
Combining Individual and Joint Networking Behavior for Intelligent IoT Analytics. ICIOT 2020: 45-62 - [c4]Jeya Vikranth Jeyakumar, Joseph Noor, Yu-Hsi Cheng, Luis Garcia, Mani B. Srivastava:
How Can I Explain This to You? An Empirical Study of Deep Neural Network Explanation Methods. NeurIPS 2020
2010 – 2019
- 2019
- [c3]Jeya Vikranth Jeyakumar, Liangzhen Lai, Naveen Suda, Mani B. Srivastava:
SenseHAR: a robust virtual activity sensor for smartphones and wearables. SenSys 2019: 15-28 - 2018
- [c2]Jeya Vikranth Jeyakumar, Eun Sun Lee, Zhengxu Xia, Sandeep Singh Sandha, Nathan Tausik, Mani B. Srivastava:
Deep Convolutional Bidirectional LSTM Based Transportation Mode Recognition. UbiComp/ISWC Adjunct 2018: 1606-1615 - 2017
- [c1]Eun Sun Lee, Jeya Vikranth Jeyakumar, Bharathan Balaji, Rory P. Wilson, Mani B. Srivastava:
AquaMote: Ultra Low Power Sensor Tag for Animal Localization and Fine Motion Tracking. SenSys 2017: 71:1-71:2
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