Profile

Assistant Professor in the field of Computer Science & Engineering

Data Science, Text Mining, Nature-Inspired Optimization, Machine Learning, Data Structures

  • 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

My courses

Current & Previous

Course Code Course name Category Institute Department Link
Course Code Course name Category Institute

Research

Areas or Specialisation / Project Activities / Publications / Books

Data Science, Text Mining

1. Vasu Gupta, 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.
2. 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.
3. Avinash Chandra Pandey, 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.
4. Avinash Chandra Pandey, 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.

  • International Journals
    1. Avinash Chandra Pandey, Dharmveer Singh Rajpoot, and Mukesh Saraswat, “Twitter sentiment analysis using hybrid cuckoo search method", Information Processing & Management, Elsevier, vol.-53, pp. 764-779, 2017.
    2. Avinash Chandra Pandey, 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, vol. 11, pp. 719-738, 2020.
    3. Himanshu Mittal, Avinash Chandra Pandey, Raju Pal, and Ashish Kumar Tripathi, "A new clustering method for the diagnosis of CoVID19 using medical images", Applied Intelligence, Springer, vol. 51, pp. 2988-3011, 2021.
    4. Himanshu Mittal, Ashish Tripathi, Avinash Chandra Pandey, and Raju Pal, “Gravitational search algorithm: a comprehensive analysis of recent variants. Multimedia Tools and Applications”, Springer, vol. 80, pp. 7581–7608, 2021.
    5. Himanshu Mittal, 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, Springer, pp. 1-26, 2021.
    6. Avinash Chandra Pandey and Vinay Anand Tikkiwal, “Stance Detection using Improved Whale Optimization Algorithm”, Complex & Intelligent Systems, Springer, vol. 7, pp. 1649–1672, 2021.
    7. Avinash Chandra Pandey and Dharmveer Singh Rajpoot, ‘Spam Review Detection Using Spiral Cuckoo Search Clustering Method", Evolutionary Intelligence, vol. 12, pp. 147164, 2019.
    8. Ankur Kulhari Avinash Chandra Pandey, Raju Pal, “Unsupervised data classification using improved biogeography-based optimization”, International Journal of System Assurance Engineering and Management, vol. 9, pp. 821- 829, 2018.
    9. Mohammed, Abdul Salam, Vishal Shukla, and Avinash Chandra Pandey, “Enhancing sentiment analysis using enhanced whale optimization algorithm”, International Journal of Intelligent Information and Database Systems, vol. 13, pp. 208- 230, 2020.
    10. Avinash Chandra Pandey 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), vol. 13, pp. 627-640, 2020.
    11. Avinash Chandra Pandey and Dharmveer Singh 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), vol. 14, pp. 635-646, 2021.

    International Conferences

    1. Raju Pal, Himanshu Mittal, Avinash Chandra Pandey, and Mukesh Saraswat, “An Optimal Feature Selection Approach based on IBBO for Histopathological Image Classification”, in Proc. of Congress on Intelligent Systems, pp. 31-40, 2020.
    2. Avinash Chandra Pandey, Dhruv Mahajan, Shivank Gupta, “Detection of Blind Signature Using Recursive Sum”, Proc. of 6th International Conference on Signal Processing and Communication (ICSC), IEEE, pp. 262-265,2020
    3. Monish, Harshit, and Avinash Chandra Pandey, “A Comparative assessment of Data Mining Algorithms to predict fraudulent firms”, Proc. Of 10th International Conference on Cloud Computing, Data Science & Engineering (Confluence), India, pp. 117-122, 2020.
    4. Avinash Chandra Pandey, Ashish kumar Tripathi, Raju Pal, and Himanshu Mittal, “Spiral Salp Swarm Optimization Algorithm”, Proc. of 4th International Conference on Information Systems and Computer Networks (ISCON), India, pp. 722-727, 2019.
    5. Suhani Kohli, Manika Kaushik, Kashish Chug, and Avinash Chandra Pandey, “Levy-inspired Enhanced Grey Wolf Optimizer”, Proc. of Fifth IEEE International Conference on Image Information Processing, India, pp.1-5, 2020
    6. Avinash Chandra Pandey, Mukund Garg, Sonali Rajput, “Enhancing Text Mining using Deep Learning Models”, International Conference on Contemporary Computing (IC3), IEEE, India, pp. 1-5, 2019
    7. Avinash Chandra Pandey, Shubhangi Misra, Mridul Saxena, “Gold and Diamond Price Prediction Using Enhanced Ensemble Learning”, Proc. of Twelfth International Conference on Contemporary Computing (IC3), IEEE, India, pp. 1-4, 2019
    8. Avinash Chandra Pandey, Dharmveer Singh Rajpoot, and Mukesh Saraswat, “Data Clustering based on Data Transformation and Hybrid Step Size-based Cuckoo Search”, Proc. of Eleventh International Conference on Contemporary Computing, IEEE, India, pp. 1-6, 2018
    9. Avinash Chandra Pandey, Dharmveer Singh Rajpoot, and Mukesh Saraswat, “Hybrid step size based cuckoo search”, Proc. of Tenth International Conference on Contemporary Computing, India, pp. 1-6, 2017
    10. Ankur Kulhari and Avinash Chandra Pandey, “Traffic Shaping at Differentiated Services Enabled Edge Router Using Adaptive Packet Allocation to Router Input Queue", Proc. of Second International Conference on Computational Intelligence & Communication Technology, IEEE, India, pp. 242 - 247, 2016
    11. Raju Pal, Himanshu Mittal, Avinash Chandra Pandey, and Mukesh Saraswat, “BEECP: Biogeography optimization-based energy-efficient clustering protocol for HWSNs”, Proc. of Ninth International Conference on Contemporary Computing, IEEE, India, pp. 1-6, 2016.
    12. Ankur Kulhari, Avinash Chandra Pandey, Raju Pal, and Himanshu Mittal, “Unsupervised data classification using modified cuckoo search method”, Proc. of Ninth International Conference on Contemporary Computing, IEEE, India, pp. 1-6, 2016.
    13. Avinash Chandra Pandey, Dharmveer Singh Rajpoot, and Mukesh Saraswat, “Data clustering using hybrid improved cuckoo search method”, Proc. of Ninth International Conference on Contemporary Computing IEEE, India, pp. 1-6, 2016
    14. Deepshikha Shukla, Avinash Chandra Pandey, Ankur Kulhari, “Outlier detection: A survey on techniques of WSNs involving event and error-based outliers”, Proc. of International Conference on Power, Energy and Controls with their impact on Humanity, IEEE India, pp. 113-116, 2014.

M. Tech./M.Des.

Roll no Name Status Year Specialization Co-guide

Ph. D.

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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-

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