Dr. Vishal Srivastava

Assistant Professor
Department of Computer Science & Engineering
Motilal Nehru National Institute of Technology Allahabad, Prayagraj, India-211004
E-mail: vishalsri[at]mnnit[dot]ac[dot]in
Telephone: +91- 9235945501(O)

Research Publications

Patents:

"A FACE TRACKING DEVICE" By Dr. Vishal Srivastava et.al. Indian Design patent granted. Design number: 364704-001

"CPU COOLING FAN ASSEMBLY", BY: Dr. Vishal Srivastava et.al. Indian Design patent granted. Design number: 370786-001

Walking Stick for Visually Impaired with Alerting Unit. UK Patent No: 6342550. https://www.registered-design.service.gov.uk/find/. Grant Date: 1 February 2024.

COMPUTER VISION-BASED WEARABLE GLASSES DEVICE, Indian Design Patent Granted on 15/10/2024. Design No: 434355-001

"A SYSTEM FOR MEDICAL IMAGING AND DIAGNOSTICS USINGMACHINE LEARNING AND A METHOD THEREOF". Dr. Vishal Srivastava et.al. APPLICATION NUMBER: 202211064391. Indian patent published.

"MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE BASED INTELLIGENT SYSTEM FOR CONTROLLING MILL OPERATIONS TO REDUCED ELECTRICITY CONSUMPTION" Vishal Srivastava et.al. German patent granted with number: 202022100015

Books:

"Introduction to Deep Learning". ISBN-13978-9355159267, Publisher: Book Rivers, 15 May 2023. by Dr. Vishal Srivastava, Dr. Mohammadi Akheela Khanum, Raja Rao Budaraju and Dr. Sanjay Yadav. in "https://www.store.bookrivers.com/product/introduction-to-deep-learning-2/."

"Transforming Healthcare Mode, Technologies, and Implementation" CRC Press (Taylor & Francis). Edited By Dr. Ankush Jain, Dr. Vishal Srivastava, Dr. Gaurav Singal, Dr. Mohamed Mosbah

Book Chapter:

Vishal Srivastava(Co Author) et.al. “NN-LP-CF: Neural Network Based Link Prediction on Social Networks Using Centrality-Based Features”, Studies in Big Data, springer 2022 [Scopus].

Journals:

Vishal srivastava, Bhaskar Biswas.. “An optimization based framework for region wise optimal clusters in MR images using hybrid objective”, NEUROCOMPUTING, [SCI] (Impact Factor-6)

Vishal srivastava. “An Optimization for Adaptive Multi-Filter Estimation in Medical Images and EEG based Signal Denoising”, Biomedical Signal Processing and Control,[SCI] (Impact Factor-5.1)

Vishal srivastava, Bhaskar Biswas.. “LM-MFP: Large scale Morphology and Multi-criteria based Feature Pooling for Semantic and Categorical Image Parsing”, Soft-Computing Journal,[SCI] (Impact Factor-4.1)

Vishal srivastava, Bhaskar Biswas.. “Manifold Preserving CNN for Pixel-Based Object Labelling in Images for High Dimensional Feature spaces”, Neural Processing Letters, [SCI] (Impact Factor-3.1)

Vishal srivastava, Bhaskar Biswas.. “CNN-EFF: CNN based Edge Feature Fusion in Semantic image Labelling and Parsing”, Neural Processing Letters, [SCI]. (Impact Factor-3.1)

Vishal srivastava, Bhaskar Biswas. “An efficient feature fusion in HSI image classification”, Multidimensional Systems and Signal Processing, ISSN. 0923-6082, doi. 10.1007/s11045-019-00658-3, 2019. [SCI] (Impact Factor-2.5)

Vishal srivastava, Bhaskar Biswas.. “Deep CNN feature fusion with manifold learning and regression for pixel classification in HSI images”, Journal of Experimental & Theoretical Artificial Intelligence, ISSN. 0952-813X, doi. https://doi.org/10.1080/0952813X.2019.1647566, 2019. [SCI] (Impact Factor-2.2)

Vishal srivastava, Bhaskar Biswas.. “CNN-based salient features in HSI image semantic target prediction”, Connection Science, ISSN. 0954-0091, doi. 10.1080/09540091.2019.1650330, 2019. [SCI] (Impact Factor-5.3)

Vishal srivastava, Bhaskar Biswas.. “A subspace regression and two phase label optimization for High Dimensional Image classification”, Multimedia Tools and Applications, ISSN. 1380-7501, doi. 10.1007/s11042-019-08477-1, 2019. [SCI] (Impact Factor-3.6)

Vishal srivastava, Bhaskar Biswas.. “An efficient approach for dimension selection and classification in HSI images”, Remote Sensing Letters, ISSN. 2150-704X, doi. 10.1080/2150704X.2019.1623430, 2019. [SCI] (Impact Factor-2.3)

Vishal srivastava, Shashank Sheshar Singh, Bhaskar Biswas.. “Manifold Preserving Feature Spaces using Regression For Semantic Labelling in High Dimensional Image Processing”, Wireless Personal Communications, [SCI] (Impact Factor-2.2)

Vishal Srivastava (Corresponding Author) et.al “FLP-ID: Fuzzy-based Link Prediction in Multiplex Social Networks using Information Diffusion Perspective”, Knowledge Based Systems, [SCI] (Impact Factor-8.8)

Vishal Srivastava (Co Author) et.al. “Social Network Analysis: Measure, Structure, Privacy, and Application”, ACM Transactions on Asian and Low Resources Language Information Processing, [SCI] (Impact Factor-2)

Vishal srivastava, Shashank Sheshar Singh. “A meta-heuristics based framework of cluster label optimization in MR images using stable random walk”, Multimedia Tools and Applications, [SCI] (Impact Factor-3.6)

Vishal Srivastava(Co Author) et.al, "BT-LPD: B+ Tree-Inspired Community-Based Link Prediction in Dynamic Social Networks", Arabian Journal for Science and Engineering, [SCI] (Impact Factor-2.9)

Vishal Srivastava(Co Author) et.al, "HyperGCN“a multi-layer multi-exit graph neural network to enhance hyperspectral image classification" International Journal of Remote Sensing. [SCI] (Impact Factor-3.0)

Vishal Srivastava, Shashank Sheshar Singh, Ankush Jain, "Partition Clustering in Complex Weighted Networks Using K-Cut Ranking and Krill-herd Optimization". IEEE Transactions on Network Science and Engineering, [SCI] (Impact Factor-6.7)

Vishal Srivastava (Corresponding Author) et.al "Early-Exit Deep Neural Network - A Comprehensive Survey". ACM Computing Surveys, [SCI] (Impact Factor-23.8)

Vishal Srivastava (Coauthor) et.al "Permutation driven evolutionary ordering with dependency filtering for multi-label classification" in International Journal of Machine Learning and Cybernetics [SCI] (Impact Factor-3.1).

Vishal Srivastava "Fuzzy Aggregation and Label Propagation based Social Community Detection using Cuckoo Search". IEEE Transactions on Signal and Information Processing over Networks., [SCI] (Impact Factor-3.0)

Conference Proceedings:

Vishal srivastava, Bhaskar Biswas. “Mining on the basis of Similarity in Graph and Image Data”, International Conference on Advanced Informatics for Computing Research (ICAICR 2018), pp. 193-203, springer 2018[Scopus].

Application of Clustering for Edge and Node Based Community Detection in Networks. ICDS-2021

Vishal Srivastava(Co Author) et.al. “Graph Similarity Using Tree Edit Distance”, Structural, Syntactic, and Statistical Pattern Recognition (IAPR(SSPR-2023)), Lecture Notes in Computer Science, springer 2023[Scopus].