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Dinesh Singh
Dinesh Singh
Assistant Professor, SCEE, IIT Mandi
在 iitmandi.ac.in 的电子邮件经过验证 - 首页
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引用次数
引用次数
年份
Graphlime: Local interpretable model explanations for graph neural networks
Q Huang, M Yamada, Y Tian, D Singh, Y Chang
IEEE Transactions on Knowledge and Data Engineering 35 (7), 6968 - 6972, 2023
3302023
Deep Spatio-temporal Representation for Detection of Road Accidents using Stacked Autoencoder
D Singh, CK Mohan
IEEE Transactions on Intelligent Transportation Systems 20 (3), 879-887, 2019
1692019
Automatic Detection of Bike-riders without Helmet using Surveillance Videos in Real-time
K Dahiya, D Singh, CK Mohan
2016 International Joint Conference on Neural Networks (IJCNN), 3046-3051, 2016
1352016
Graph Formulation of Video Activities for Abnormal Activity Recognition
D Singh, CK Mohan
Pattern Recognition 65, 265-272, 2017
1132017
Detection of Motorcyclists without Helmet in Videos using Convolutional Neural Network
C Vishnu, D Singh, CK Mohan, S Babu
2017 International Joint Conference on Neural Networks (IJCNN), 3036-3041, 2017
1092017
Collaborative IDS Framework for Cloud
D Singh, D Patel, B Borisaniya, C Modi
International Journal of Network Security 18 (4), 699-709, 2016
682016
Visual Big Data Analytics for Traffic Monitoring in Smart City
D Singh, C Vishnu, CK Mohan
2016 15th IEEE international conference on machine learning and applications …, 2016
582016
DiP-SVM: Distribution Preserving Kernel Support Vector Machine for Big Data
D Singh, D Roy, CK Mohan
IEEE Transactions on Big Data 3 (1), 79-90, 2016
552016
Spontaneous Facial Expression Recognition: A Part Based Approach
N Perveen, D Singh, CK Mohan
2016 15th IEEE International Conference on Machine Learning and Applications …, 2016
522016
Real-Time Detection of Motorcyclist without Helmet using Cascade of CNNs on Edge-device
D Singh, C Vishnu, CK Mohan
2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020
442020
FsNet: Feature Selection Network on High-dimensional Biological Data
D Singh, H Climente-Gonzalez, M Petrovich, E Kawakami, M Yamada
2023 International Joint Conference on Neural Networks (IJCNN), 2023
432023
Distributed Quadratic Programming Solver for Kernel SVM using Genetic Algorithm
D Singh, CK Mohan
2016 IEEE Congress on Evolutionary Computation (CEC), 152-159, 2016
142016
Projection-SVM: Distributed Kernel Support Vector Machine for Big Data using Subspace Partitioning
D Singh, CK Mohan
2018 IEEE international conference on big data (big data), 74-83, 2018
132018
Nys-Curve: Nystrom-Approximated Curvature for Stochastic Optimization
H Tankaria, D Singh, M Yamada
arXiv preprint arXiv:2110.08577, 2021
7*2021
A Study of Various Address Allocation Schemes for Mobile Ad Hoc Networks
R Rohit, D Singh
INTER-NATIONAL JOURNAL OF EMERGING TRENDS AND TECHNOLOGY IN COMPUTER SCIENCE …, 2014
52014
Fast-BoW: Scaling Bag-of-Visual-Words Generation
D Singh, A Bhure, M Mamtani, Sumit, C Krishna
British Machine Vision Conference, 2018
42018
Method and System for Detection of Crime Events in Surveillance Videos
D Roy, D Singh, C Vishnu, C Krishna Mohan
IN Patent 516,052, 2024
2024
Graph Representation for Weakly-Supervised Spatio-Temporal Action Detection
D Singh
2023 International Joint Conference on Neural Networks (IJCNN), 2023
2023
A Method and System for Real-time Detection of Traffic Violation by Two-wheeled Riders
D Singh, C Vishnu, D Roy, C Krishna Mohan
IN Patent 414,669, 2022
2022
Method and System for Detection of Accident in Traffic Surveillance Videos
D Singh, C Vishnu, D Roy, C Krishna Mohan
IN Patent 410,755, 2022
2022
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