Senthil Kumar

According to our database, Senthil Kumar authored at least 42 papers between 1994 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

A Simple Baseline for Predicting Events with Auto-Regressive Tabular Transformers.

Alex Stein, Samuel Sharpe, Doron Bergman, Senthil Kumar, C. Bayan Bruss, John Dickerson, Tom Goldstein, Micah Goldblum

CoRR, 2024

Understanding the Effect of using Semantically Meaningful Tokens for Visual Representation Learning.

Neha Mukund Kalibhat, Priyatham Kattakinda, Arman Zarei, Nikita Seleznev, Samuel Sharpe, Senthil Kumar, Soheil Feizi

CoRR, 2024

PEaF-Production Environment Analyzer Framework: Assisting Continuous Deployment of 5G Workloads Using AI/ML.

Karthikeyan Subramaniam, Senthil Kumar, Asutosh Mishra, Ayush Bhandari, Jamsheed Manja Ppallan, Ganesh Chandrasekaran

IEEE Access, 2024

SSN_Semeval10 at SemEval-2024 Task 10: Emotion Discovery and Reasoning its Flip in Conversations.

Antony Rajesh, Supriya Abirami, Aravindan Chandrabose, Senthil Kumar

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

NLP_Team1@SSN at SemEval-2024 Task 1: Impact of language models in Sentence-BERT for Semantic Textual Relatedness in Low-resource Languages.

Senthil Kumar, Aravindan Chandrabose, Gokulakrishnan B, Karthikraja TP

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

Machine Learning in Finance.

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

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Stability Approximation of Gel Electrolytes Using Machine Learning.

Senthil G. A, Geerthik S, Lakshmi Priya R. V, Senthil Kumar, Mohan S

Proceedings of the 7th International Conference on Devices, Circuits and Systems, 2024

2023

From Explanation to Action: An End-to-End Human-in-the-loop Framework for Anomaly Reasoning and Management.

Xueying Ding, Nikita Seleznev, Senthil Kumar, C. Bayan Bruss, Leman Akoglu

CoRR, 2023

KDD Workshop on Machine Learning in Finance.

Leman Akoglu, Nitesh V. Chawla, Senthil Kumar, Saurabh Nagrecha, Mahashweta Das, Vidyut M. Naware, Tanveer A. Faruquie

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

From Detection to Action: a Human-in-the-loop Toolkit for Anomaly Reasoning and Management.

Xueying Ding, Nikita Seleznev, Senthil Kumar, C. Bayan Bruss, Leman Akoglu

Proceedings of the 4th ACM International Conference on AI in Finance, 2023

Electric Vehicle (EV) Preventive Diagnostic System: Solution for Thermal Management of Battery packs using AIOT.

Lohith Kumar, Debajit Choudhury, Anwesh Reddy Paduri, Senthil Kumar, Devashis Sahoo, Jalaja Murthy, Narayana Darapaneni

Proceedings of the 13th IEEE Annual Computing and Communication Workshop and Conference, 2023

2022

Double-Hashing Algorithm for Frequency Estimation in Data Streams.

Nikita Seleznev, Senthil Kumar, C. Bayan Bruss

CoRR, 2022

KDD Workshop on Machine Learning in Finance.

Senthil Kumar, Leman Akoglu, Nitesh V. Chawla, Saurabh Nagrecha, Vidyut M. Naware, Tanveer A. Faruquie, Hays McCormick

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

Editorial on the Citizen Science and Geospatial Capacity Building.

Sultan Kocaman, Sameer Saran, Murat Durmaz, Senthil Kumar

ISPRS Int. J. Geo Inf., 2021

Machine Learning in Finance.

Senthil Kumar, Leman Akoglu, Nitesh V. Chawla, José A. Rodríguez-Serrano, Tanveer A. Faruquie, Saurabh Nagrecha

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2019

A Multi-channel Deep Learning Approach for Segmentation of the Left Ventricular Endocardium from Cardiac Images.

Xulei Yang, Gabriel Tjio, Feng Yang, Jie Ding, Senthil Kumar, Shuang Leng, Xiaodan Zhao, Ru San Tan, Liang Zhong, Yi Su

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

SSN_NLP@IECSIL-FIRE-2018: Deep Learning Approach to Named Entity Recognition and Relation Extraction for Conversational Systems in Indian Languages.

D. Thenmozhi, Senthil Kumar, Chandrabose Aravindan

Proceedings of the Working Notes of FIRE 2018, 2018

2017

Anomaly Detection in Finance: Editors' Introduction.

Archana Anandakrishnan, Senthil Kumar, Alexander R. Statnikov, Tanveer A. Faruquie, Di Xu

Proceedings of the KDD 2017 Workshop on Anomaly Detection in Finance, 2017

Combining Convolutional Neural Networks and LSTMs for Segmentation-Free OCR.

Stephen Rawls, Huaigu Cao, Senthil Kumar, Prem Natarajan

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

2011

Sharing rectangular objects in a video conference.

Senthil Kumar, Sreedal Menon, Francis Zane

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

2008

Face Recognition Using a Color PCA Framework.

Mani Thomas, Senthil Kumar, Chandra Kambhamettu

Proceedings of the Computer Vision Systems, 6th International Conference, 2008

Face Recognition Using a Color Subspace LDA Approach.

Mani Thomas, Chandra Kambhamettu, Senthil Kumar

Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

2005

User Model for Conceptual and Personalized Search.

D. Thenmozhi, G. Annapoorani, K. Baskaran, Senthil Kumar

Proceedings of the Computer Recognition Systems, 2005

2001

Matching point features under small nonrigid motion.

Senthil Kumar, Maha Sallam, Dmitry B. Goldgof

Pattern Recognit., 2001

2000

Look ma, no mouse! Simplifying human-computer interaction by using hand gesture.

Jakub Segen, Senthil Kumar

Commun. ACM, 2000

Visual Interface for Conducting Virtual Orchestra.

Jakub Segen, Senthil Kumar, Joshua Gluckman

Proceedings of the 15th International Conference on Pattern Recognition, 2000

Hierarchical Histograms - A New Representation Scheme for Image-Based Data Retrieval.

Senthil Kumar, Guna Seetharaman

Proceedings of the 2000 International Conference on Image Processing, 2000

1999

Gesture Based 3D Man-Machine Interaction Using a Single Camera.

Senthil Kumar, Jakub Segen

Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

Dextrous Interaction with Computer Animations using Vision-Based Gesture Interface.

Jakub Segen, Senthil Kumar

Proceedings of the Human-Computer Interaction: Ergonomics and User Interfaces, 1999

Shadow Gestures: 3D Hand Pose Estimation Using a Single Camera.

Jakub Segen, Senthil Kumar

Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998

Intelligent Multimedia Data: Data + Indices + Inference.

Senthil Kumar, G. Phanendra Babu

Multim. Syst., 1998

Video-based gesture interface to interactive movies.

Jakub Segen, Senthil Kumar

Proceedings of the Sixth ACM International Conference on Multimedia, 1998

Video acquired gesture interfaces for the handicapped.

Jakub Segen, Senthil Kumar

Proceedings of the Sixth ACM International Conference on Multimedia, 1998

Gesture VR: Vision-Based 3D Hand Interace for Spatial Interaction.

Jakub Segen, Senthil Kumar

Proceedings of the 6th ACM International Conference on Multimedia '98, 1998

Fast and accurate 3D gesture recognition interface.

Jakub Segen, Senthil Kumar

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Human-Computer Interaction using Gesture Recognition and 3D Hand Tracking.

Jakub Segen, Senthil Kumar

Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1996

Model based estimation of point correspondences between boundaries undergoing nonrigid motion [digital mammography application].

Senthil Kumar, Chandra Kambhamettu, Dmitry B. Goldgof, Maha Sallam

Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Recovery of Global Nonrigid Motion - Based Approach Without Point Correspondences.

Senthil Kumar, Dmitry B. Goldgof

Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

1995

On Recovering Hyperquadrics from Range Data.

Senthil Kumar, Song Han, Dmitry B. Goldgof, Kevin W. Bowyer

IEEE Trans. Pattern Anal. Mach. Intell., 1995

1994

Automatic tracking of SPAMM grid and the estimation of deformation parameters from cardiac MR images.

Senthil Kumar, Dmitry B. Goldgof

IEEE Trans. Medical Imaging, 1994

Parallel algorithms for circle detection in images.

Senthil Kumar, Nathan Ranganathan, Dmitry B. Goldgof

Pattern Recognit., 1994

A robust technique for the estimation of the deformable hyperquadrics from images.

Senthil Kumar, Dmitry B. Goldgof

Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994