Senthil Kumar

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 15

Top Topics

Knowledge Discovery From Databases

Semantically Meaningful

Top Venues

Publications

Senthil G. A, Geerthik S, Lakshmi Priya R. V, Senthil Kumar, Mohan S
Stability Approximation of Gel Electrolytes Using Machine Learning. ICDCS (2024)
Neha Mukund Kalibhat, Priyatham Kattakinda, Arman Zarei, Nikita Seleznev, Samuel Sharpe, Senthil Kumar, Soheil Feizi
Understanding the Effect of using Semantically Meaningful Tokens for Visual Representation Learning. CoRR (2024)
Leman Akoglu, Nitesh V. Chawla, Josep Domingo-Ferrer, Eren Kurshan, Senthil Kumar, Vidyut M. Naware, José A. Rodríguez-Serrano, Isha Chaturvedi, Saurabh Nagrecha, Mahashweta Das, Tanveer A. Faruquie
Machine Learning in Finance. KDD (2024)
Xueying Ding, Nikita Seleznev, Senthil Kumar, C. Bayan Bruss, Leman Akoglu
From Explanation to Action: An End-to-End Human-in-the-loop Framework for Anomaly Reasoning and Management. CoRR (2023)
Xueying Ding, Nikita Seleznev, Senthil Kumar, C. Bayan Bruss, Leman Akoglu
From Detection to Action: a Human-in-the-loop Toolkit for Anomaly Reasoning and Management. ICAIF (2023)
Lohith Kumar, Debajit Choudhury, Anwesh Reddy Paduri, Senthil Kumar, Devashis Sahoo, Jalaja Murthy, Narayana Darapaneni
Electric Vehicle (EV) Preventive Diagnostic System: Solution for Thermal Management of Battery packs using AIOT. CCWC (2023)
Leman Akoglu, Nitesh V. Chawla, Senthil Kumar, Saurabh Nagrecha, Mahashweta Das, Vidyut M. Naware, Tanveer A. Faruquie
KDD Workshop on Machine Learning in Finance. KDD (2023)
Nikita Seleznev, Senthil Kumar, C. Bayan Bruss
Double-Hashing Algorithm for Frequency Estimation in Data Streams. CoRR (2022)
Senthil Kumar, Leman Akoglu, Nitesh V. Chawla, Saurabh Nagrecha, Vidyut M. Naware, Tanveer A. Faruquie, Hays McCormick
KDD Workshop on Machine Learning in Finance. KDD (2022)
Senthil Kumar, Leman Akoglu, Nitesh V. Chawla, José A. Rodríguez-Serrano, Tanveer A. Faruquie, Saurabh Nagrecha
Machine Learning in Finance. KDD (2021)
Sultan Kocaman, Sameer Saran, Murat Durmaz, Senthil Kumar
Editorial on the Citizen Science and Geospatial Capacity Building. ISPRS Int. J. Geo Inf. 10 (11) (2021)
Xulei Yang, Gabriel Tjio, Feng Yang, Jie Ding, Senthil Kumar, Shuang Leng, Xiaodan Zhao, Ru San Tan, Liang Zhong, Yi Su
A Multi-channel Deep Learning Approach for Segmentation of the Left Ventricular Endocardium from Cardiac Images. EMBC (2019)
D. Thenmozhi, Senthil Kumar, Chandrabose Aravindan
SSN_NLP@IECSIL-FIRE-2018: Deep Learning Approach to Named Entity Recognition and Relation Extraction for Conversational Systems in Indian Languages. FIRE (Working Notes) (2018)
Archana Anandakrishnan, Senthil Kumar, Alexander R. Statnikov, Tanveer A. Faruquie, Di Xu
Anomaly Detection in Finance: Editors' Introduction. ADF@KDD (2017)
Stephen Rawls, Huaigu Cao, Senthil Kumar, Prem Natarajan
Combining Convolutional Neural Networks and LSTMs for Segmentation-Free OCR. ICDAR (2017)
Senthil Kumar, Sreedal Menon, Francis Zane
Sharing rectangular objects in a video conference. ACM Multimedia (2011)
Mani Thomas, Chandra Kambhamettu, Senthil Kumar
Face Recognition Using a Color Subspace LDA Approach. ICTAI (1) (2008)
Mani Thomas, Senthil Kumar, Chandra Kambhamettu
Face Recognition Using a Color PCA Framework. ICVS (2008)
D. Thenmozhi, G. Annapoorani, K. Baskaran, Senthil Kumar
User Model for Conceptual and Personalized Search. CORES (2005)
Senthil Kumar, Maha Sallam, Dmitry B. Goldgof
Matching point features under small nonrigid motion. Pattern Recognit. 34 (12) (2001)
Jakub Segen, Senthil Kumar, Joshua Gluckman
Visual Interface for Conducting Virtual Orchestra. ICPR (2000)
Jakub Segen, Senthil Kumar
Look ma, no mouse! Simplifying human-computer interaction by using hand gesture. Commun. ACM 43 (7) (2000)
Senthil Kumar, Guna Seetharaman
Hierarchical Histograms - A New Representation Scheme for Image-Based Data Retrieval. ICIP (2000)
Senthil Kumar, Jakub Segen
Gesture Based 3D Man-Machine Interaction Using a Single Camera. ICMCS, Vol. 1 (1999)
Jakub Segen, Senthil Kumar
Shadow Gestures: 3D Hand Pose Estimation Using a Single Camera. CVPR (1999)
Jakub Segen, Senthil Kumar
Dextrous Interaction with Computer Animations using Vision-Based Gesture Interface. HCI (1) (1999)
Jakub Segen, Senthil Kumar
Gesture VR: Vision-Based 3D Hand Interace for Spatial Interaction. ACM Multimedia (1998)
Senthil Kumar, G. Phanendra Babu
Intelligent Multimedia Data: Data + Indices + Inference. Multim. Syst. 6 (6) (1998)
Jakub Segen, Senthil Kumar
Human-Computer Interaction using Gesture Recognition and 3D Hand Tracking. ICIP (3) (1998)
Jakub Segen, Senthil Kumar
Video-based gesture interface to interactive movies. ACM Multimedia: Technologies for Interactive Movies (1998)
Jakub Segen, Senthil Kumar
Video acquired gesture interfaces for the handicapped. ACM Multimedia: Face/Gesture Recognition and Their Applications (1998)
Jakub Segen, Senthil Kumar
Fast and accurate 3D gesture recognition interface. ICPR (1998)
Senthil Kumar, Chandra Kambhamettu, Dmitry B. Goldgof, Maha Sallam
Model based estimation of point correspondences between boundaries undergoing nonrigid motion [digital mammography application]. ICIP (1) (1996)
Senthil Kumar, Dmitry B. Goldgof
Recovery of Global Nonrigid Motion - Based Approach Without Point Correspondences. CVPR (1996)
Senthil Kumar, Song Han, Dmitry B. Goldgof, Kevin W. Bowyer
On Recovering Hyperquadrics from Range Data. IEEE Trans. Pattern Anal. Mach. Intell. 17 (11) (1995)
Senthil Kumar, Dmitry B. Goldgof
Automatic tracking of SPAMM grid and the estimation of deformation parameters from cardiac MR images. IEEE Trans. Medical Imaging 13 (1) (1994)
Senthil Kumar, Dmitry B. Goldgof
A robust technique for the estimation of the deformable hyperquadrics from images. ICPR (1) (1994)
Senthil Kumar, Nathan Ranganathan, Dmitry B. Goldgof
Parallel algorithms for circle detection in images. Pattern Recognit. 27 (8) (1994)