Jeya Vikranth Jeyakumar

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 9

Top Topics

Transportation Problem

Machine Learning Models

Human Motion Tracking

Ultra Low Power

Top Venues

UbiComp/ISWC Adjunct

Publications

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) (2023)
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 (2022)
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 (2022)
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 (2022)
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)
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)
Jeya Vikranth Jeyakumar, Liangzhen Lai, Naveen Suda, Mani B. Srivastava
SenseHAR: a robust virtual activity sensor for smartphones and wearables. SenSys (2019)
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)
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)