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Dr. Avinash Pandey

Associate Professor
Department of Cyber Security and Digital Forensics
  • About
  • AWARDS
  • PUBLICATIONS
  • ACTIVITY
  • RESEARCH PROJECTS
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About

Dr. Avinash Chandra Pandey is an Associate Professor in the Department of Cyber Security and Digital Forensics at the National Forensic Sciences University, Dharwad Campus, India. He specializes in Artificial Intelligence, Machine Learning, and Data Science applications across interdisciplinary domains, with research interests in Machine Learning, Natural Language Processing, and nature-inspired computing. With over a decade of teaching and research experience at UG and PG levels, he has published 50+ papers in reputed international journals and conferences, holds 4 patents, and has completed 2 sponsored research projects. Dr. Pandey currently supervises 3 Ph.D., 1 M.Tech, and numerous B.Tech projects and has previously guided 4 M.Tech and 30 B.Tech projects to completion. He serves as a reviewer for government-funded projects and leading international journals and is a sought-after resource person, delivering invited lectures at national and international conferences, STTPs, and QIP programs.

No. of Publications

Research Paper

41

Book

2

Book Chapter

7

Academic Identity

Scopus Id
56669195200
G-Scholar Id
W9uppt8AAAAJ
Vidwan Id
https://vidwan.inflibnet.ac.in/profile/243394

Teaching Experience

Associate Professor
National Forensic Sciences University, Dharwad Campus
Aug 2025 to Till Today
Assistant Professor
PDPM Indian Institute of Information Technology, Design and Manufacturing, Jabalpur
Aug 2021 to Aug 2025
Assistant Professor
Jaypee Institute of Information Technology, Noida
Sep 2013 to Jul 2021
Assistant System Engineer
Tata Consultancy Services Ltd. Pune
Jul 2012 to Aug 2013

AWARDS

Top Paper Honorable Mention
-
November 2017

No. of Publications

SORTING BY DATE
June 2023

Book Title: Intelligent Analytics for Industry 4.0 Applications

ISBN: 9781032342412

Pages: -

Language:

Publisher: CRC Press

Avinash Chandra Pandey, Abhishek Verma, Vijaypal Singh Rathor, Munesh Singh, Ashutosh Kumar Singh

Book
December 2024

Book Title: Business Intelligence and Data Analytics

ISBN: 978-981-97-7717-4

Pages: -

Language:

Publisher: Springer

Abhishek Verma, Justin Zhang, Avinash Chandra Pandey

Book
August 2021

Book Title: Sharma, H., Saraswat, M., Kumar, S., Bansal, J.C. (eds) Intelligent Learning for Computer Vision. CIS 2020.

Chapter Title: An optimal feature selection approach using IBBO for histopathological image classification

ISBN:

Pages: 31 - 40

Language:

Publisher: Springer

Mukesh Saraswat, Raju Pal, Roop Singh, Himanshu Mittal, Avinash Chandra Pandey and Jagdish Chand Bansal

Book Chapters
April 2017

Book Title: Advances in Computer and Computational Sciences, Springer

Chapter Title: Semi-supervised Spatiotemporal Classification and Trend Analysis of Satellite Images

ISBN:

Pages: 353 - 363

Language:

Publisher: Springer

Avinash Chandra Pandey, Ankur Kulhari

Book Chapters
July 2017

Book Title: Smart Innovations in Communication and Computational Sciences, Springer

Chapter Title: Spam Detection Using Rating and Review Processing Method

ISBN:

Pages: 189 - 198

Language:

Publisher: Springer

Ridhima Ghai, Sakshum Kumar, Avinash Chandra Pandey

Book Chapters
October 2018

Book Title: Advances in Signal Processing and Communication, Springer

Chapter Title: Sarcasm Detection of Amazon Alexa Sample Set

ISBN:

Pages: 559 - 564

Language:

Publisher: Springer

Avinash Chandra Pandey, Saksham Raj Seth, Mahima Varshney

Book Chapters
September 2018

Book Title: Harmony Search and Nature Inspired Optimization Algorithms, Springer

Chapter Title: Spam Detection Using Ensemble Learning

ISBN:

Pages: 661 - 668

Language:

Publisher: Springer

Vashu Gupta, Aman Mehta, Akshay Goel, Utkarsh Dixit, Avinash Chandra Pandey

Book Chapters
March 2021

Book Title: Computer Vision and Machine Learning in Agriculture, Springer

Chapter Title: An Efficient Bag-of-Features for Diseased Plant Identification

ISBN:

Pages: 159 - 172

Language:

Publisher: Springer

Raju Pal, Himanshu Mittal, Mukesh Saraswat, Avinash Chandra Pandey

Book Chapters
June 2023

Book Title: Intelligent Analytics for Industry 4.0 Applicat

Chapter Title: A Cloud-Based Real-Time Healthcare Monitoring System for CVD Patients

ISBN:

Pages: 65 - 72

Language:

Publisher: CRC Press

Anjali Kumari, Animesh Kumar, Kanishka Vijayvargiya, Piyush Goyal, Ujjwal Tripathi, and Avinash Chandra Pandey

Book Chapters
Nov 2015

Title: Outlier detection: A survey on techniques of WSNs involving event and error based outliers

Journal: International Conference on Innovative Applications of Computational Intelligence on Power, Energy and Controls with their impact on Humanity (CIPECH),

ISBN:

Language: English

DOI:

Publisher: IEEE

Deep Shikha Shukla, Avinash Chandra Pandey, and Ankur Kulhari

Proceedings
Aug 2017

Title: Hybrid step size based cuckoo search

Journal: Tenth International Conference on Contemporary Computing (IC3)

ISBN:

Language: English

DOI:

Publisher: IEEE

Avinash Chandra Pandey, Dharmveer Singh Rajpoot, and Mukesh Saraswat

Proceedings
Aug 2016

Title: BEECP: Biogeography optimization-based energy efficient clustering protocol for HWSNs

Journal: International Conference on Contemporary Computing (IC3)

ISBN:

Language: English

DOI:

Publisher: IEEE

Raju Pal, Himashu Mittal, Avinash Pandey, Mukesh Saraswat

Proceedings
Aug 2016

Title: Data Clustering Using Hybrid Improved Cuckoo Search Method

Journal: International Conference on Contemporary Computing (IC3)

ISBN:

Language: English

DOI:

Publisher: IEEE

Avinash Chandra Pandey, Dharmveer Singh Rajpoot, and Mukesh Saraswat

Proceedings
Feb 2016

Title: Traffic Shaping at Differentiated Services Enabled Edge Router Using Adaptive Packet Allocation to Router Input Queue

Journal: International Conference on Computational Intelligence & Communication Technology (CICT)

ISBN:

Language: English

DOI:

Publisher: IEEE

Ankur Kulhari; Avinash Chandra Pandey

Proceedings
Aug 2018

Title: Data Clustering Based on Data Transformation and Hybrid Step Size-Based Cuckoo Search

Journal: International Conference on Contemporary Computing, IC3 2018,

ISBN:

Language: English

DOI:

Publisher: IEEE

Avinash Chandra Pandey, Dharmveer Singh Rajpoot, and Mukesh Saraswat

Proceedings
Nov 2019

Title: Spiral salp swarm optimization algorithm

Journal: 4th International Conference on Information Systems and Computer Networks

ISBN:

Language: English

DOI:

Publisher: IEEE

Avinash Chandra Pandey, Ashish Kumar Tripathi, Raju Pal, Himanshu Mittal, Mukesh Saraswat

Proceedings
Nov 2019

Title: Levy inspired enhanced grey wolf optimizer

Journal: Fifth International Conference on Image Information Processing (ICIIP)

ISBN:

Language: English

DOI:

Publisher: IEEE

Suhani Kohli, Manika Kaushik, Kashish Chugh, Avinash Chandra Pandey

Proceedings
Aug 2019

Title: Gold and diamond price prediction using enhanced ensemble learning

Journal: Twelfth International Conference on Contemporary Computing (IC3)

ISBN:

Language: English

DOI:

Publisher: IEEE

Avinash Chandra Pandey, Shubhangi Misra, Mridul Saxena

Proceedings
Aug 2019

Title: Enhancing Text Mining Using Deep Learning Models

Journal: Twelfth International Conference on Contemporary Computing (IC3)

ISBN:

Language: English

DOI:

Publisher: IEEE

Avinash Chandra Pandey, Mukund Garg, Sonali Rajput

Proceedings
Mar 2020

Title: Detection of Blind Signature Using Recursive Sum

Journal: 6th International Conference on Signal Processing and Communication (ICSC)

ISBN:

Language: English

DOI:

Publisher: IEEE

Avinash Pandey, Dhruv Mahajan, Shivank Gupta

Proceedings
Jan 2020

Title: A Comparative assessment of Data Mining Algorithms to predict fraudulent firms

Journal: 10th International Conference on Cloud Computing, Data Science & Engineering

ISBN:

Language: English

DOI:

Publisher: IEEE

Harshit Monish, Avinash Chandra Pandey

Proceedings
Jul 2023

Title: Addressing DAO Insider Attacks in IPv6-Based Low-Power and Lossy Networks

Journal: 2022 IEEE Region 10 Symposium (TENSYMP).

ISBN:

Language: English

DOI:

Publisher: IEEE

Avinash Pandey

Proceedings
Aug 2023

Title: Improving Early Detection of Suicide Ideation using Oversampling Methods

Journal: Fifteenth International Conference on Contemporary Computing

ISBN:

Language: English

DOI:

Publisher: ACM

Rajeev Verma, Avinash Chandra Pandey

Proceedings
Jun 2025

Title: Sentence Generation from Triplets using Pre-trained LLM Model

Journal: Procedia Computer Science

ISBN:

Language: English

DOI:

Publisher: Elsevier

Nilesh, Avinash Chandra Pandey, Atul Gupta

Proceedings
Dec 2024

Title: Hashing Trie: A New Way to Search

Journal: 2024 IEEE 8th International Conference on Information and Communication Technology (CICT)

ISBN:

Language: English

DOI:

Publisher: IEEE

Utkarsh Mishra; Achyuth Kasyap P; Avinash Chandra Pandey

Proceedings
Jun 2025

Title: LLM-assisted web application functional requirements generation – A case study of four popular LLMs over a Mess Management System"

Journal: EASE2025

ISBN:

Language: English

DOI:

Publisher: ACM

Rashmi Gupta, Aditya K. Gupta, Aarav Jain, Avinash C. Pandey, Atul Gupta

Proceedings
Aug 2017

Title: Unsupervised data classification using improved biogeography based optimization

Journal: International Journal of System Assurance Engineering and Management

ISSN: 0976-4348

Volume (issue): 9 (2)

Language: English

DOI:

Publisher: Springer.

Avinash Chandra Pandey, Raju Pal & Ankur Kulhari

Journal
Feb 2017

Title: Twitter sentiment analysis using hybrid cuckoo search method

Journal: Information Processing & Management

ISSN: 1873-5371

Volume (issue): 8 (1)

Language: English

DOI:

Publisher: Elsevier.

Avinash Pandey

Journal
Jan 2019

Title: Spam review detection using spiral cuckoo search clustering method

Journal: Evolutionary Intelligence

ISSN: 1864-5917

Volume (issue): 12 (1)

Language: English

DOI:

Publisher: Springer.

Avinash Pandey, Dharmveer Singh Rajpoot

Journal
Mar 2019

Title: Feature selection method based on hybrid data transformation and binary binomial cuckoo search

Journal: Journal of Ambient Intelligence and Humanized Computing

ISSN: 1868-5145

Volume (issue): 11 (2)

Language: English

DOI:

Publisher: Springer.

Avinash Chandra Pandey, Dharmveer Singh Rajpoot, Mukesh Saraswat

Journal
Oct 2019

Title: Enhancing sentiment analysis using enhanced whale optimisation algorithm

Journal: International Journal of Intelligent Information and Database Systems

ISSN: 1751-5866

Volume (issue): 13 (2)

Language: English

DOI:

Publisher: Springer.

Abdul Salam Mohammed, Vishal Shukla, Avinash Chandra Pandey

Journal
Sep 2019

Title: Improving Sentiment Analysis using Hybrid Deep Learning Model

Journal: Recent Advances in Computer Science and Communications (Formerly: Recent Patents on Computer Science)

ISSN: 2666-2558

Volume (issue): 13 (4)

Language: English

DOI:

Publisher: Benthem Science.

Avinash Pandey, Dharmveer Singh Rajpoot

Journal
Sep 2020

Title: Gravitational search algorithm: a comprehensive analysis of recent variants

Journal: Multimedia Tools and Applications

ISSN: 1573-7721

Volume (issue): 80 (5)

Language: English

DOI:

Publisher: Springer.

Himanshu Mittal, Ashish Tripathi, Avinash Chandra Pandey, Raju Pal

Journal
Feb 2021

Title: Stance detection using improved whale optimization algorithm

Journal: Complex & Intelligent Systems

ISSN: 2198-6053

Volume (issue): 7 (3)

Language: English

DOI:

Publisher: Springer.

Avinash Chandra Pandey, Vinay Anand Tikkiwal

Journal
Feb 2020

Title: Feature Selection Method based on Grey Wolf Optimization and Simulated Annealing

Journal: Recent Advances in Computer Science and Communications (Formerly: Recent Patents on Computer Science)

ISSN: 2666-2558

Volume (issue): 14 (2)

Language: English

DOI:

Publisher: Benthem Science.

Avinash Pandey

Journal
Jan 2021

Title: A comprehensive survey of image segmentation: clustering methods, performance parameters, and benchmark datasets

Journal: Multimedia Tools and Applications

ISSN: 1573-7721

Volume (issue): 11 (1)

Language: English

DOI:

Publisher: Springer.

Himanshu Mittal, Avinash Chandra Pandey, Mukesh Saraswat, Sumit Kumar, Raju Pal, Garv ModwelAvinash Pandey

Journal
Dec 2020

Title: A new clustering method for the diagnosis of CoVID19 using medical images

Journal: Applied Intelligence

ISSN: 1573-7497

Volume (issue): 51 (1)

Language: English

DOI:

Publisher: Springer.

Himanshu Mittal, Avinash Chandra Pandey, Raju Pal, Ashish Tripathi

Journal
Nov 2021

Title: Enhancing Sentiment Analysis using Roulette Wheel Selection based Cuckoo Search Clustering Method

Journal: Journal of Ambient Intelligence and Humanized Computing

ISSN: 1868-5145

Volume (issue): 13 (2)

Language: English

DOI:

Publisher: Springer.

Avinash Pandey

Journal
May 2022

Title: A novel fuzzy clustering-based method for human activity recognition in cloud-based industrial IoT environment

Journal: Wireless Networks

ISSN: 1572-8196

Volume (issue): 30 (1)

Language: English

DOI:

Publisher: Springer.

Himanshu Mital, Ashish Kumar Tripathi, Avinash Chandra Pandey, Venu P, Varun G Menon, Raju Pal

Journal
Apr 2022

Title: A New Intrusion Detection Method for Cyber-Physical System in Emerging Industrial IoT

Journal: Computer Communications

ISSN: 1873-703X

Volume (issue): 190 (1)

Language: English

DOI:

Publisher: Elsevier.

Himanshu Mital, Ashish Kumar Tripathi, Avinash Chandra Pandey, Mohammad Dahman Alshehri, Mukesh Saraswat, Raju Pal

Journal
Jun 2022

Title: A N2CNN-based Anomaly Detection Method for Cardiovascular data in Cyber-Physical System

Journal: Transactions on Network Science and Engineering

ISSN: 2327-4697

Volume (issue): 10 (4)

Language: English

DOI:

Publisher: IEEE.

Raju Pal, Ashish Kumar Tripathi, Avinash Chandra Pandey, Mohammad Ayoub Khan, Varun G., Menon and Himanshu Mittal

Journal
Nov 2022

Title: Improved exponential cuckoo search method for sentiment analysis

Journal: Multimedia Tools and Applications

ISSN: 1573-7721

Volume (issue): 82 (1)

Language: English

DOI:

Publisher: Springer.

Avinash Chandra Pandey, Ankur Kulhari, Himanshu Mittal, Ashish Kumar Tripathi, Raju Pal

Journal
Sep 2022

Title: From classical to soft computing based watermarking techniques: A comprehensive review

Journal: Future Generation Computer Systems

ISSN: 1872-7115

Volume (issue): 141 (1)

Language: English

DOI:

Publisher: Elsevier.

Roop Singh, Mukesh Saraswat, Alaknanda Ashok, Himanshu Mittal, Ashish Tripathi, Avinash Chandra Pandey, and Raju Pal

Journal
Feb 2023

Title: A Novel Blockchain and Internet of Things-based Food Traceability System For Smart Cities

Journal: wireless personal communications

ISSN: 1572-834X

Volume (issue): 129 (1)

Language: English

DOI:

Publisher: Springer.

Ashish Kumar Tripathi, Akul Krishnan, Avinash Chandra Pandey

Journal
Aug 2023

Title: RfGanNet: An efficient rainfall prediction method for India and its clustered regions using RfGan and deep convolutional neural networks

Journal: Expert Systems with Applications

ISSN: 1873-6793

Volume (issue): 235 (1)

Language: English

DOI:

Publisher: Elsevier.

Bansal, Kamakhya, Ashish Kumar Tripathi, Avinash Chandra Pandey, and Vivek Sharma

Journal
Nov 2023

Title: A New Electricity Theft Detection Method using Hybrid Adaptive Sampling and Pipeline Machine Learning

Journal: Multimedia Tools and Applications

ISSN: 1573-7721

Volume (issue): 83 (1)

Language: English

DOI:

Publisher: Springer.

Ashish Kumar Tripathi, Avinash Chandra Pandey, and Nikhil Sharma

Journal
May 2024

Title: Li-MSD: A lightweight mitigation solution for DAO insider attack in RPL-based IoT

Journal: Future Generation Computer Systems

ISSN: 1872-7115

Volume (issue): 159 (1)

Language: English

DOI:

Publisher: Elsevier.

Abhishek Verma, Sachin Kumar Verma, Avinash Chandra Pandey, Jyoti Grover, and Girish Sharma

Journal
Sep 2024

Title: Potcapsnet: an explainable pyramid dilated capsule network for visualization of blight diseases

Journal: Neural Computing and Applications

ISSN: 1433-3058

Volume (issue): 36 (1)

Language: English

DOI:

Publisher: Springer.

Sachin Gupta, Ashish Kumar Tripathi & Avinash Chandra Pandey

Journal
May 2025

Title: Efficient floating debris classification using a modified Vision Transformer and Sentinel-2 imagery

Journal: Remote Sensing Applications: Society and Environment

ISSN: 2352-9385

Volume (issue): 38 (1)

Language: English

DOI:

Publisher: Elsevier.

Bansal, Kamakhya, Ashish Kumar Tripathi, and Avinash Chandra Pandey

Journal
Jun 2025

Title: SGSA-C: A new spiky gravitational search algorithm clustering method for segmentation

Journal: International Journal of Machine Learning and Cybernetics

ISSN: 1868-808X

Volume (issue): 16 (9)

Language: English

DOI: https://doi.org/10.1007/s13042-025-02720-y

Publisher: Springer.

Himanshu Mittal, Mukesh Saraswat, Raju Pal, Ashish Kumar Tripathi, Avinash Chandra Pandey

Journal

Activity

RESEARCH PROJECTS

Project Title: An Intelligent Bot for Automated Customer Perception Analysis

Start Year: October 2023

End Year:

Grant No.:

Amount: 561000

Funding Agency: Routine Clouds Pty Ltd., NSW, Australia

PI

Ongoing

Project Title: Development of an automated system for the early detection of mental disorders

Start Year: February 2024

End Year: July 2025

Grant No.:

Amount: 100000

Funding Agency: PDPM IIITDM Jabalpur

PI

Completed

Project Title: Early Detection of Suicidal Ideation using Artificial Intelligence, Integrating Clinical Expertise and Social Media Contents

Start Year: April 2025

End Year:

Grant No.:

Amount: 750000

Funding Agency: ICSSR

PI

Ongoing

PROJECTS GUIDED

e-Content

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