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Journal Articles
- 2024
[j8]Karthikeyan Subramaniam, Senthil Kumar, Asutosh Mishra, Ayush Bhandari, Jamsheed Manja Ppallan, Ganesh Chandrasekaran:
PEaF-Production Environment Analyzer Framework: Assisting Continuous Deployment of 5G Workloads Using AI/ML. IEEE Access 12: 147012-147022 (2024)- 2021
- [j7]Sultan Kocaman
, Sameer Saran, Murat Durmaz, Senthil Kumar:
Editorial on the Citizen Science and Geospatial Capacity Building. ISPRS Int. J. Geo Inf. 10(11): 741 (2021) - 2001
- [j6]Senthil Kumar, Maha Sallam, Dmitry B. Goldgof:
Matching point features under small nonrigid motion. Pattern Recognit. 34(12): 2353-2365 (2001) - 2000
- [j5]Jakub Segen, Senthil Kumar:
Look ma, no mouse! Simplifying human-computer interaction by using hand gesture. Commun. ACM 43(7): 102-109 (2000) - 1998
- [j4]Senthil Kumar, G. Phanendra Babu:
Intelligent Multimedia Data: Data + Indices + Inference. Multim. Syst. 6(6): 395-407 (1998) - 1995
- [j3]Senthil Kumar, Song Han, Dmitry B. Goldgof, Kevin W. Bowyer:
On Recovering Hyperquadrics from Range Data. IEEE Trans. Pattern Anal. Mach. Intell. 17(11): 1079-1083 (1995) - 1994
- [j2]Senthil Kumar, Nathan Ranganathan, Dmitry B. Goldgof:
Parallel algorithms for circle detection in images. Pattern Recognit. 27(8): 1019-1028 (1994) - [j1]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): 122-132 (1994)
Conference and Workshop Papers
- 2024
- [c30]Senthil G. A, Geerthik S, Lakshmi Priya R. V, Senthil Kumar, Mohan S:
Stability Approximation of Gel Electrolytes Using Machine Learning. ICDCS 2024: 22-26 - [c29]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: 6703 - [c28]Antony Rajesh, Supriya Abirami, Aravindan Chandrabose, Senthil Kumar:
SSN_Semeval10 at SemEval-2024 Task 10: Emotion Discovery and Reasoning its Flip in Conversations. SemEval@NAACL 2024: 553-557 - [c27]Senthil Kumar, Aravindan Chandrabose, Gokulakrishnan B, Karthikraja TP:
NLP_Team1@SSN at SemEval-2024 Task 1: Impact of language models in Sentence-BERT for Semantic Textual Relatedness in Low-resource Languages. SemEval@NAACL 2024: 1854-1859 - 2023
- [c26]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: 41-46 - [c25]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: 279-287 - [c24]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: 5863-5864 - 2022
- [c23]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: 4882-4883 - 2021
- [c22]Senthil Kumar, Leman Akoglu, Nitesh V. Chawla, José A. Rodríguez-Serrano, Tanveer A. Faruquie, Saurabh Nagrecha:
Machine Learning in Finance. KDD 2021: 4139-4140 - 2019
- [c21]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: 4016-4019 - 2018
- [c20]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: 187-201 - 2017
- [c19]Stephen Rawls, Huaigu Cao, Senthil Kumar, Prem Natarajan:
Combining Convolutional Neural Networks and LSTMs for Segmentation-Free OCR. ICDAR 2017: 155-160 - [c18]Archana Anandakrishnan, Senthil Kumar, Alexander R. Statnikov, Tanveer A. Faruquie, Di Xu:
Anomaly Detection in Finance: Editors' Introduction. ADF@KDD 2017: 1-7 - 2011
- [c17]Senthil Kumar, Sreedal Menon, Francis Zane:
Sharing rectangular objects in a video conference. ACM Multimedia 2011: 965-968 - 2008
- [c16]Mani Thomas, Chandra Kambhamettu, Senthil Kumar:
Face Recognition Using a Color Subspace LDA Approach. ICTAI (1) 2008: 231-235 - [c15]Mani Thomas, Senthil Kumar, Chandra Kambhamettu:
Face Recognition Using a Color PCA Framework. ICVS 2008: 373-382 - 2005
- [c14]D. Thenmozhi, G. Annapoorani, K. Baskaran, Senthil Kumar:
User Model for Conceptual and Personalized Search. CORES 2005: 295-302 - 2000
- [c13]Senthil Kumar, Guna Seetharaman:
Hierarchical Histograms - A New Representation Scheme for Image-Based Data Retrieval. ICIP 2000: 69-72 - [c12]Jakub Segen, Senthil Kumar, Joshua Gluckman:
Visual Interface for Conducting Virtual Orchestra. ICPR 2000: 1276-1279 - 1999
- [c11]Jakub Segen, Senthil Kumar:
Shadow Gestures: 3D Hand Pose Estimation Using a Single Camera. CVPR 1999: 1479-1485 - [c10]Jakub Segen, Senthil Kumar:
Dextrous Interaction with Computer Animations using Vision-Based Gesture Interface. HCI (1) 1999: 281-285 - [c9]Senthil Kumar, Jakub Segen:
Gesture Based 3D Man-Machine Interaction Using a Single Camera. ICMCS, Vol. 1 1999: 630-635 - 1998
- [c8]Jakub Segen, Senthil Kumar:
Human-Computer Interaction using Gesture Recognition and 3D Hand Tracking. ICIP (3) 1998: 188-192 - [c7]Jakub Segen, Senthil Kumar:
Fast and accurate 3D gesture recognition interface. ICPR 1998: 86-91 - [c6]Jakub Segen, Senthil Kumar:
Video-based gesture interface to interactive movies. ACM Multimedia: Technologies for Interactive Movies 1998: 39-42 - [c5]Jakub Segen, Senthil Kumar:
Video acquired gesture interfaces for the handicapped. ACM Multimedia: Face/Gesture Recognition and Their Applications 1998: 45-48 - [c4]Jakub Segen, Senthil Kumar:
Gesture VR: Vision-Based 3D Hand Interace for Spatial Interaction. ACM Multimedia 1998: 455-464 - 1996
- [c3]Senthil Kumar, Dmitry B. Goldgof:
Recovery of Global Nonrigid Motion - Based Approach Without Point Correspondences. CVPR 1996: 594-599 - [c2]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: 359-362 - 1994
- [c1]Senthil Kumar, Dmitry B. Goldgof:
A robust technique for the estimation of the deformable hyperquadrics from images. ICPR (1) 1994: 74-78
Editorship
- 2022
- [e2]Daniele Magazzeni, Senthil Kumar, Rahul Savani, Renyuan Xu, Carmine Ventre, Blanka Horvath, Ruimeng Hu, Tucker Balch, Francesca Toni:
3rd ACM International Conference on AI in Finance, ICAIF 2022, New York, NY, USA, November 2-4, 2022. ACM 2022, ISBN 978-1-4503-9376-8 [contents] - 2018
- [e1]Archana Anandakrishnan, Senthil Kumar, Alexander R. Statnikov, Tanveer A. Faruquie, Di Xu:
Proceedings of the KDD 2017 Workshop on Anomaly Detection in Finance, ADF@KDD 2017, Halifax, Nova Scotia, Canada, August 14, 2017. Proceedings of Machine Learning Research 71, PMLR 2018 [contents]
Informal and Other Publications
- 2024
- [i3]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 abs/2405.16401 (2024) - 2023
- [i2]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 abs/2304.03368 (2023) - 2022
- [i1]Nikita Seleznev, Senthil Kumar, C. Bayan Bruss:
Double-Hashing Algorithm for Frequency Estimation in Data Streams. CoRR abs/2204.00650 (2022)
Coauthor Index
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