Profile
Assistant Professor in the field of Computer Science & Engineering
Data Science, Text Mining, Nature-Inspired Optimization, Machine Learning, Social Network Analysis
- PhD.
Jaypee Institute of Information Technology, Noida
- M.Tech
Netaji Subhas University of Technology, formerly Netaji Subhas Institute of Technology
- B. Tech
Uttar Pradesh Technical University Lucknow, India
- August 2021-Till Date, Assistant Professor, Department of Computer Science and Engineering, PDPM IIITDM Jabalpur
- September 2013-July 2021, Assistant Professor, Department of Computer Science and Engineering, JIIT, Noida
- July 2012-June 2013 ASE, Tata Consultancy Services Ltd., Pune
- - Coordinator Maintenace Services
- Jan-23-Till date Warden -Aryabhata Hostel
- Top Paper Honorable Mention
2018-19
Research paper Twitter sentiment analysis using hybrid cuckoo search awarded Top Paper Honorable mentions by IP&M Journal
My courses
Current & Previous
| Course Code | Course name | Category | Institute |
|---|---|---|---|
| CS8007 | Social Network Analysis | UG/ | PDPM IIITDM, Jabalpur |
Research
Areas or Specialisation / Project Activities / Publications / Books
Data Science, Text Mining, SNA
- An Intelligent Bot for Automated Customer Perception Analysis
Sponsored by Routine Clouds Pty Ltd., NSW, Australia. Amount: Rs. 5.61 lakh, Duration: 24 months, Start Date: 16/10/2023. Role: PI
- Development of an automated system for the early detection of mental disorders
Sponsored by PDPM IIITDM Jabalpur. Amount: Rs. 93600, Duration: 24 months, Start Date: 12/01/2024. Role: PI
1. Saraswat, Mukesh, Raju Pal, Roop Singh, Himanshu Mittal, Avinash Pandey, and Jagdish Chand Bansal. "An optimal feature selection approach using ibbo for histopathological image classification." In Intelligent Learning for Computer Vision: Proceedings of Congress on Intelligent Systems 2020, pp. 31-40. Springer Singapore, 2021.
2. Pandey, Avinash Chandra, Abhishek Verma, Vijaypal Singh Rathor, Munesh Singh, and Ashutosh Kumar Singh, eds. Intelligent Analytics for Industry 4.0 Applications. CRC Press, 2023.
3. Pal, Raju, Himanshu Mittal, Avinash Pandey, and Mukesh Saraswat. "An Efficient Bag-of-Features for Diseased Plant Identification." In Computer Vision and Machine Learning in Agriculture, pp. 159-172. Springer, Singapore, 2021.
4. Gupta, Vashu, Aman Mehta, Akshay Goel, Utkarsh Dixit, and Avinash Chandra Pandey. "Spam detection using ensemble learning." In Harmony search and nature inspired optimization algorithms, pp. 661-668. Springer, Singapore, 2019.
5. Pandey, Avinash Chandra, Saksham Raj Seth, and Mahima Varshney. "Sarcasm detection of amazon alexa sample set." In Advances in Signal Processing and Communication, pp. 559-564. Springer, Singapore, 2019.
6. Ridhima Ghai, Sakshum Kumar, and Avinash Chandra Pandey. "Spam detection using rating and review processing method." In Smart Innovations in Communication and Computational Sciences, pp. 189-198. Springer, Singapore, 2019.
7. Pandey, Avinash Chandra, and Ankur Kulhari. "Semi-supervised spatiotemporal classification and trend analysis of satellite images." In Advances in Computer and Computational Sciences, pp. 353-363. Springer, Singapore, 2018.
2. Pandey, Avinash Chandra, Abhishek Verma, Vijaypal Singh Rathor, Munesh Singh, and Ashutosh Kumar Singh, eds. Intelligent Analytics for Industry 4.0 Applications. CRC Press, 2023.
3. Pal, Raju, Himanshu Mittal, Avinash Pandey, and Mukesh Saraswat. "An Efficient Bag-of-Features for Diseased Plant Identification." In Computer Vision and Machine Learning in Agriculture, pp. 159-172. Springer, Singapore, 2021.
4. Gupta, Vashu, Aman Mehta, Akshay Goel, Utkarsh Dixit, and Avinash Chandra Pandey. "Spam detection using ensemble learning." In Harmony search and nature inspired optimization algorithms, pp. 661-668. Springer, Singapore, 2019.
5. Pandey, Avinash Chandra, Saksham Raj Seth, and Mahima Varshney. "Sarcasm detection of amazon alexa sample set." In Advances in Signal Processing and Communication, pp. 559-564. Springer, Singapore, 2019.
6. Ridhima Ghai, Sakshum Kumar, and Avinash Chandra Pandey. "Spam detection using rating and review processing method." In Smart Innovations in Communication and Computational Sciences, pp. 189-198. Springer, Singapore, 2019.
7. Pandey, Avinash Chandra, and Ankur Kulhari. "Semi-supervised spatiotemporal classification and trend analysis of satellite images." In Advances in Computer and Computational Sciences, pp. 353-363. Springer, Singapore, 2018.
- Patent
1. Patent published on "Smart Water Metering Device" [Indian Patent No.: 202211023919] (Current status: Under Examination)
2. Patent published on \A system and method for non-invasive continuous glucose monitoring of diabetic patients using breath characteristics [Indian Patent No.: 202321017100] (Current status: Under Examination)
Journals
1. Ashish Tripathi, Avinash Chandra Pandey, and Nikhil Sharma. "A new electricity theft detection method using hybrid adaptive sampling and pipeline machine learning." Multimedia Tools and Applications,1-24, 2023.
2. Bansal, Kamakhya, Ashish Kumar Tripathi, Avinash Chandra Pandey, and Vivek Sharma. "RfGanNet: An efficient rainfall prediction method for India and its clustered regions using RfGan and deep convolutional neural networks." Expert Systems with Applications (2023): 121191.
3. Tripathi, Ashish Kumar, K. Akul Krishnan, and Avinash Chandra Pandey. "A Novel Blockchain and Internet of Things-Based Food Traceability System for Smart Cities." Wireless Personal Communications (2023): 1-24.
4. Singh, Roop, Mukesh Saraswat, Alaknanda Ashok, Himanshu Mittal, Ashish Tripathi, Avinash Chandra Pandey, and Raju Pal. "From classical to soft computing based watermarking techniques: A comprehensive review." Future Generation Computer Systems (2022).
5. Pandey, Avinash Chandra, Ankur Kulhari, Himanshu Mittal, Ashish Kumar Tripathi, and Raju Pal. "Improved exponential cuckoo search method for sentiment analysis." Multimedia Tools and Applications (2022): 1-51.
6. Pal, Raju, Ashish Kumar Tripathi, Avinash Chandra Pandey, Mohammad Ayoub Khan, Varun G. Menon, and Himanshu Mittal. "A N2CNN-Based Anomaly Detection Method for Cardiovascular Data in Cyber-Physical System." IEEE Transactions on Network Science and Engineering (2022).
7. Mittal, Himanshu, Ashish Kumar Tripathi, Avinash Chandra Pandey, Mohammad Dahman Alshehri, Mukesh Saraswat, and Raju Pal. "A new intrusion detection method for cyber–physical system in emerging industrial IoT." Computer Communications 190 (2022): 24-35.
8. Mittal, Himanshu, Ashish Kumar Tripathi, Avinash Chandra Pandey, P. Venu, Varun G. Menon and Raju Pal, A novel fuzzy clustering-based method for human activity recognition in cloud-based industrial IoT environment. Wireless Netw (2022).
9. Pandey, Avinash Chandra, Ankur Kulhari, and Deep Shikha Shukla. "Enhancing sentiment analysis using Roulette wheel selection based cuckoo search clustering method." Journal of Ambient Intelligence and Humanized Computing 13, no. 1 (2022): 1-29.
10. Pandey, Avinash Chandra, and Vinay Anand Tikkiwal. "Stance detection using improved whale optimization algorithm." Complex & Intelligent Systems 7, no. 3 (2021): 1649-1672.
11. Mittal, Himanshu, Avinash Chandra Pandey, Raju Pal, and Ashish Tripathi. "A new clustering method for the diagnosis of CoVID19 using medical images." Applied Intelligence 51, no. 5 (2021): 2988-3011.
12. Mittal, Himanshu, Avinash Chandra Pandey, Mukesh Saraswat, Sumit Kumar, Raju Pal, and Garv Modwel. "A comprehensive survey of image segmentation: clustering methods, performance parameters, and benchmark datasets." Multimedia Tools and Applications (2021): 1-26.
13. Pandey, Avinash C., and Dharmveer S. Rajpoot. "Feature selection method based on grey wolf optimization and simulated annealing." Recent Advances in Computer Science and Communications (Formerly: Recent Patents on Computer Science) 14, no. 2 (2021): 635-646.
14. Mittal, Himanshu, Ashish Tripathi, Avinash Chandra Pandey, and Raju Pal. "Gravitational search algorithm: a comprehensive analysis of recent variants." Multimedia Tools and Applications 80, no. 5 (2021): 7581-7608.
15. Pandey, Avinash C., and Dharmveer Singh Rajpoot. "Improving sentiment analysis using hybrid deep learning model." Recent Advances in Computer Science and Communications (Formerly: Recent Patents on Computer Science) 13, no. 4 (2020): 627-640.
16. Mohammed, Abdul Salam, Vishal Shukla, and Avinash Chandra Pandey. "Enhancing sentiment analysis using enhanced whale optimisation algorithm." International Journal of Intelligent Information and Database Systems 13, no. 2-4 (2020): 208-230.
17. Pandey, Avinash Chandra, Dharmveer Singh Rajpoot, and Mukesh Saraswat. "Feature selection method based on hybrid data transformation and binary binomial cuckoo search." Journal of Ambient Intelligence and Humanized Computing 11, no. 2 (2020): 719-738.
18. Pandey, Avinash Chandra, and Dharmveer Singh Rajpoot. "Spam review detection using spiral cuckoo search clustering method." Evolutionary Intelligence 12, no. 2 (2019): 147-164.
19. Pandey, Avinash Chandra, Dharmveer Singh Rajpoot, and Mukesh Saraswat. "Twitter sentiment analysis using hybrid cuckoo search method." Information Processing & Management 53, no. 4 (2017): 764-779.
20. Pandey, Avinash Chandra, Raju Pal, and Ankur Kulhari. "Unsupervised data classification using improved biogeography-based optimization." International Journal of System Assurance Engineering and Management 9, no. 4 (2018): 821-829.
Conferences
1. Verma, Sachin Kumar, Abhishek Verma, and Avinash Chandra Pandey. "Addressing DAO Insider Attacks in IPv6-Based Low-Power and Lossy Networks." In 2022 IEEE Region 10 Symposium (TENSYMP), pp. 1-6. IEEE, 2022.
2. Monish, Harshit, and Avinash Chandra Pandey. "A Comparative assessment of Data Mining Algorithms to predict fraudulent firms." In 2020 10th International Conference on Cloud Computing, Data Science & Engineering (Confluence), pp. 117-122. IEEE, 2020.
3. Pandey, Avinash, Dhruv Mahajan, and Shivank Gupta. "Detection of Blind Signature Using Recursive Sum." In 2020 6th International Conference on Signal Processing and Communication (ICSC), pp. 262-265. IEEE, 2020.
4. Ghai, Ridhima, Sakshum Kumar, and Avinash Chandra Pandey. "Spam detection using rating and review processing method." In Smart Innovations in Communication and Computational Sciences, pp. 189-198. Springer, Singapore, 2019.
5. Pandey, Avinash Chandra, Mukund Garg, and Sonali Rajput. "Enhancing text mining using deep learning models." In 2019 Twelfth International Conference on Contemporary Computing (IC3), pp. 1-5. IEEE, 2019.
6. Pandey, Avinash Chandra, Shubhangi Misra, and Mridul Saxena. "Gold and diamond price prediction using enhanced ensemble learning." In 2019 Twelfth International Conference on Contemporary Computing (IC3), pp. 1-4. IEEE, 2019.
7. Kohli, Suhani, Manika Kaushik, Kashish Chugh, and Avinash Chandra Pandey. "Levy inspired enhanced grey wolf optimizer." In 2019 Fifth International Conference on Image Information Processing (ICIIP), pp. 338-342. IEEE, 2019.
8. Pandey, Avinash Chandra, Ashish Kumar Tripathi, Raju Pal, Himanshu Mittal, and Mukesh Saraswat. "Spiral salp swarm optimization algorithm." In 2019 4th International Conference on Information Systems and Computer Networks (ISCON), pp. 722-727. IEEE, 2019.
9. ChandraPandey, Avinash, Dharmveer SinghRajpoot, and Mukesh Saraswat. "Data clustering based on data transformation and hybrid step size-based cuckoo search." In 2018 Eleventh International Conference on Contemporary Computing (IC3), pp. 1-6. IEEE, 2018.
10. Pandey, Avinash Chandra, Saksham Raj Seth, and Mahima Varshney. "Sarcasm detection of amazon alexa sample set." In Advances in Signal Processing and Communication, pp. 559-564. Springer, Singapore, 2019.
11. Kulhari, Ankur, and Avinash Chandra Pandey. "Traffic shaping at differentiated services enabled edge router using adaptive packet allocation to router input queue." In 2016 Second International Conference on Computational Intelligence & Communication Technology (CICT), pp. 242-247. IEEE, 2016.
12. Pandey, Avinash Chandra, Dharmveer Singh Rajpoot, and Mukesh Saraswat. "Data clustering using hybrid improved cuckoo search method." In 2016 Ninth International Conference on Contemporary Computing (IC3), pp. 1-6. IEEE, 2016.
13. Pal, Raju, Himashu Mittal, Avinash Pandey, and Mukesh Saraswat. "BEECP: Biogeography optimization-based energy efficient clustering protocol for HWSNs." In 2016 Ninth International Conference on Contemporary Computing (IC3), pp. 1-6. IEEE, 2016.
14. Pandey, Avinash Chandra, Dharmveer Singh Rajpoot, and Mukesh Saraswat. "Hybrid step size-based cuckoo search." In 2017 Tenth International Conference on Contemporary Computing (IC3), pp. 1-6. IEEE, 2017.
15. Shukla, Deep Shikha, Avinash Chandra Pandey, and Ankur Kulhari. "Outlier detection: A survey on techniques of WSNs involving event and error-based outliers." In 2014 Innovative Applications of Computational Intelligence on Power, Energy and Controls with their impact on Humanity (CIPECH), pp. 113-116. IEEE, 2014.
M. Tech./M.Des.
| Roll no | Name | Status | Year | Specialization | Co-guide |
|---|---|---|---|---|---|
| 21mcss04 | Mr. Rajeev Verma | Ongoing | 2023 | Suicidal Ideation Detection using NLP | |
| 20mcs013 | Sachin Kumar Verma | Completed | 2021 | Lightweight Mitigation Solution for DAO Insider Attack in RPL-based IoT Networks | Dr. Abhishek Verma |
Ph. D.
| Roll no | Name | Status | Year | Specialization | Co-guide |
|---|---|---|---|---|---|
| 22pcso05 | Nilesh | Ongoing | 2022 | Text Representation Techniques in NLP | Prof. Atul Gupta |
Contact me
Feel free to contact
Avinash Chandra Pandey
avish.p@iiitdmj.ac.in
https://twitter.com/avishsonu
https://www.linkedin.com/in/dr-avinash-pandey-95a13a46/
avish.nsit@gmail.com
(Fax) 91-
Gallery
Photos