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ORCIDDinesh Singh 0001
Person information
- affiliation: RIKEN Center for Advanced Intelligence Project (AIP), Kyoto University, Japan
- affiliation (former): Indian Institute of Technology Hyderabad, Kandi, Sangareddy, India
Other persons with the same name
- Dinesh Singh — disambiguation page
- Dinesh Singh 0002 — Sardar Vallabhbhai National Institute of Technology, Surat, Gujarat, India
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Journal Articles
- 2023
[j5]Qiang Huang
, Makoto Yamada, Yuan Tian, Dinesh Singh, Yi Chang:
GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks. IEEE Trans. Knowl. Data Eng. 35(7): 6968-6972 (2023)- 2019
- [j4]Dinesh Singh, Chalavadi Krishna Mohan:
Deep Spatio-Temporal Representation for Detection of Road Accidents Using Stacked Autoencoder. IEEE Trans. Intell. Transp. Syst. 20(3): 879-887 (2019) - 2017
- [j3]Dinesh Singh, C. Krishna Mohan:
Graph formulation of video activities for abnormal activity recognition. Pattern Recognit. 65: 265-272 (2017) - [j2]Dinesh Singh, Debaditya Roy, C. Krishna Mohan:
DiP-SVM : Distribution Preserving Kernel Support Vector Machine for Big Data. IEEE Trans. Big Data 3(1): 79-90 (2017) - 2016
- [j1]Dinesh Singh, Dhiren Patel, Bhavesh Borisaniya, Chirag Modi:
Collaborative IDS Framework for Cloud. Int. J. Netw. Secur. 18(4): 699-709 (2016)
Conference and Workshop Papers
- 2024
- [c11]Sagnik Ghosh, Kirti Tripathi, Ankita Garg, Dinesh Singh, Amit Prasad, Arnav Bhavsar, Varun Dutt:
Predicting Stress among Students via Psychometric Assessments and Machine Learning. PETRA 2024 - 2023
- [c10]Dinesh Singh:
Graph Representation for Weakly-Supervised Spatio-Temporal Action Detection. IJCNN 2023: 1-9 - [c9]Dinesh Singh, Héctor Climente-González, Mathis Petrovich, Eiryo Kawakami, Makoto Yamada:
FsNet: Feature Selection Network on High-dimensional Biological Data. IJCNN 2023: 1-9 - 2020
- [c8]Dinesh Singh, Chalavadi Vishnu, C. Krishna Mohan:
Real-Time Detection of Motorcyclist without Helmet using Cascade of CNNs on Edge-device. ITSC 2020: 1-8 - 2018
- [c7]Dinesh Singh, C. Krishna Mohan:
Projection-SVM: Distributed Kernel Support Vector Machine for Big Data using Subspace Partitioning. IEEE BigData 2018: 74-83 - [c6]Dinesh Singh, Abhijeet Bhure, Sumit Mamtani, C. Krishna Mohan:
Fast-BoW: Scaling Bag-of-Visual-Words Generation. BMVC 2018: 287 - 2017
- [c5]Chalavadi Vishnu, Dinesh Singh, C. Krishna Mohan, Ch. Sobhan Babu:
Detection of motorcyclists without helmet in videos using convolutional neural network. IJCNN 2017: 3036-3041 - 2016
- [c4]Dinesh Singh, C. Krishna Mohan:
Distributed quadratic programming solver for kernel SVM using genetic algorithm. CEC 2016: 152-159 - [c3]Nazil Perveen, Dinesh Singh, C. Krishna Mohan:
Spontaneous Facial Expression Recognition: A Part Based Approach. ICMLA 2016: 819-824 - [c2]Dinesh Singh, Chalavadi Vishnu, C. Krishna Mohan:
Visual Big Data Analytics for Traffic Monitoring in Smart City. ICMLA 2016: 886-891 - [c1]Kunal Dahiya, Dinesh Singh, C. Krishna Mohan:
Automatic detection of bike-riders without helmet using surveillance videos in real-time. IJCNN 2016: 3046-3051
Informal and Other Publications
- 2024
- [i4]Sushovan Jena, Arya Pulkit, Kajal Singh, Anoushka Banerjee, Sharad Joshi, Ananth Ganesh, Dinesh Singh, Arnav Bhavsar:
Unified Anomaly Detection methods on Edge Device using Knowledge Distillation and Quantization. CoRR abs/2407.02968 (2024) - 2021
- [i3]Hardik Tankaria, Dinesh Singh, Makoto Yamada:
Nys-Curve: Nyström-Approximated Curvature for Stochastic Optimization. CoRR abs/2110.08577 (2021) - 2020
- [i2]Qiang Huang, Makoto Yamada, Yuan Tian, Dinesh Singh, Dawei Yin, Yi Chang:
GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks. CoRR abs/2001.06216 (2020) - [i1]Dinesh Singh, Makoto Yamada:
FsNet: Feature Selection Network on High-dimensional Biological Data. CoRR abs/2001.08322 (2020)
Coauthor Index
aka: Chalavadi Krishna Mohan
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