मालवीय राष्ट्रीय प्रौद्योगिकी संस्थान जयपुर (राष्ट्रीय महत्व का संस्थान)
Malaviya National Institute of Technology Jaipur (An Institute of National Importance)
Department of Computer Science & Engineering
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21

Journal Publications

10

Conference Publications

3

Research Projects

3

PhD Research Supervised

1

Awards & Honours

Qualifications
  • Ph.D.(CSE) from Delhi Technological University(2019)
    M.Tech.(CSE) from Delhi Technological University(2013)
    B.Tech.(CSE) from Uttar Pradesh Technical University(2010)
Research Interests

Big Data, Soft computing techniques, Data Clustering, Machine Learning.

Professional Background
  • Assistant Professor at Jaypee Institute of Information Technology, Noida [04 January 2016 - 19 February 2020].
    Assistant Professor at Amity University, Greater Noida Campus [01 August 2013 - 31 July 2014].

  • Wireless Sensor Networks
  • Computer for Chemists
  • Concurrent and Parallel Programming
  • Concurrent Programming Lab
  • Data Structures and Algorithms
  • Introduction to Signals and Communication
  • Nature Inspired Algorithms
  • Object Oriented Analysis and Design
  • Problem Solving Using C
  • Systems Programming
  • Systems Programming Lab

    2024
  • Sachin Gupta, Ashish Kumar Tripathi, "Fruit and vegetable disease detection and classification: Recent trends, challenges, and future opportunities" , Engineering Applications of Artificial Intelligence (Elsevier) Volume :133 / 108260 / 2024 DOI: https://doi.org/10.1016/j.engappai.2024.108260
    • 2023
  • Ashish Kumar Tripathi, Avinash Chandra Pandey, Nikhil Sharma , "A new electricity theft detection method using hybrid adaptive sampling and pipeline machine learning" , Multimedia Tools and Applications (Springer ) Volume :XX / / 2023 DOI: https://doi.org/10.1007/s11042-023-17730-7
  • Vivek Sharma, Ashish Kumar Tripathi, Purva Daga, Nidhi M., Himanshu Mittal, "ClGanNet: A novel method for maize leaf disease identification using ClGan and deep CNN" , Signal Processing: Image Communication (Elsevier) Volume :120 / 117074 / 2023 DOI: https://doi.org/10.1016/j.image.2023.117074
  • Kamakhya Bansal, Ashish Kumar Tripathi, Avinash Chandra Pandey, 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 (Elsevier) Volume :235 / 121191 / 2023 DOI: https://doi.org/10.1016/j.eswa.2023.121191
  • Ashish Kumar Tripathi, K. Akul Krishnan, Avinash Chandra Pandey, "A Novel Blockchain and Internet of Things-Based Food Traceability System for Smart Cities" , Wireless Personal Communications (Springer ) Volume :129 / / 2023 DOI: https://doi.org/10.1007/s11277-023-10230-9
  • Vivek Sharma, Ashish Kumar Tripathi, Himanshu Mittal, "DLMC-Net: Deeper lightweight multi-class classification model for plant leaf disease detection" , Ecological Informatics (Elsevier) Volume :75 / / 2023 DOI: https://doi.org/10.1016/j.ecoinf.2023.102025
    • 2022
  • Himanshu Mittal1, Ashish Kumar Tripathi, Avinash Chandra Pandey, P. Venu, Varun G. Menon, Raju Pal, "A novel fuzzy clustering-based method for human activity recognition in cloud-based industrial IoT environment" , Wireless Networks (Springer) Volume :EA / / 2022 DOI: https://doi.org/10.1007/s11276-022-03011-y
  • Roop Singh, Mukesh Saraswat, Alaknanda Ashok, Himanshu Mittal, Ashish Tripathi, Avinash Chandra Pandey, RajuPal, "From classical to soft computing based watermarking techniques: A comprehensive review" , Future Generation Computer Systems (Elsevier) Volume :Accept / / 2022 DOI: https://doi.org/10.1016/j.future.2022.12.015
  • Vivek Sharma, Ashish Kumar Tripathi, Himanshu Mittal, Abhishek Parmar, Ashutosh Soni, Rahul Amarwal, "WeedGan: a novel generative adversarial network for cotton weed identification" , The Visual Computer (Springer) Volume :Accepted / / 2022 DOI: https://doi.org/10.1007/s00371-022-02742-5
  • Avinash Chandra Pandey, Ankur Kulhari, Himanshu Mittal, Ashish Kumar Tripathi, Raju Pal, "Improved exponential cuckoo search method for sentiment analysis" , Multimedia Tools and Applications, Springer (Springer) Volume :Accepted / / 2022 DOI: https://doi.org/10.1007/s11042-022-14229-5
  • Vivek Sharmaa, Ashish KumarTripathi, Himanshu Mittal, "Technological revolutions in smart farming: Current trends, challenges & future directions" , Computers and Electronics in Agriculture (Elsevier) Volume :201 / / 2022 DOI: https://doi.org/10.1016/j.compag.2022.107217
  • Raju Pal, Ashish Kumar Tripathi, Avinash Chandra Pandey, Mohammad Ayoub Khan, Varun G. Menon, Himanshu Mittal, "A N2CNN-Based Anomaly Detection Method for Cardiovascular Data in Cyber-Physical System" , IEEE Transactions on Network Science and Engineering (IEEE) Volume :EA / 1-10 / 2022 DOI: 10.1109/TNSE.2022.3188881
  • Himanshu Mittala, Ashish Kumar Tripathi, Avinash Chandra Pandeyc, Mohammad Dahman Alshehrid, Mukesh Saraswata, Raju Pal, "A new intrusion detection method for cyberphysical system in emerging industrial IoT" , Computer Communications (Elsevier) Volume :190 / 24-35 / 2022
  • Vivek Sharma, Ashish KumarTripathi, "A systematic review of meta-heuristic algorithms in IoT based application" , Array (Elsevier) Volume :14 / 1-6 / 2022 DOI: https://doi.org/10.1016/j.array.2022.100164
    • 2021
  • Himanshu Mittal, Avinash Chandra Pandey, Raju Pal, Ashish Tripathi, "A new clustering method for the diagnosis of CoVID19 using medical images" , Applied Intelligence, Springer (Springer ) Volume :51 / 2988-3011 / 2021
  • Himanshu Mittal, Ashish Tripathi, Avinash Chandra Pandey, Raju Pal , "Gravitational search algorithm: a comprehensive analysis of recent variants" , Multimedia Tools and Applications (Springer ) Volume :80 / 7581-7608 / 2021
  • Ashish Kumar Tripathi, Himanshu Mittal, Pranav Saxena, Sidharth Gupta, "A new recommendation system using map-reduce-based tournament empowered Whale optimization algorithm" , Complex & Intelligent Systems (Springer ) Volume :7 / 297-309 / 2021
    • 2020
  • Ashish Kumar Tripathi, Kapil Sharma, Manju Bala, Akshi Kumar, Varun G. Menon, Ali Kashif Bashir, "A Parallel Military-Dog-Based Algorithm for Clustering Big Data in Cognitive Industrial Internet of Things" , IEEE Transactions on Industrial Informatics (IEEE) Volume :17 / 2134 - 214 / 2020
    • 2019
  • Ashish Kumar Tripathi, Kapil Sharma, Manju Bala, "Fake Review Detection in Big Data Using Parallel BBO" , International Journal of Information Security and Privacy (IJISP) (IGI Global Publishing) Volume :13 / 106-122 / 2019
    • 2018
  • Ashish Kumar Tripathi, Kapil Sharma, Manju Bala, "A Novel Clustering Method Using Enhanced Grey Wolf Optimizer and MapReduce" , Big data research (Elsevier) Volume :14 / 93-100 / 2018
  • Ashish Kumar Tripathi, Kapil Sharma, Manju Bala, "Dynamic frequency based parallel k-bat algorithm for massive data clustering (DFBPKBA)" , International Journal of System Assurance Engineering and Management (Springer) Volume :9 / 866-874 / 2018

    2023
  • Vivek Sharma, Ashish Kumar Tripathi, Himanshu Mittal, "CLDA-Net: A Novel Citrus Leaf Disease Attention Network for Early Identification of Leaf Diseases" , 15th International Conference on Computer and Automation Engineering by :IEEE at Sydney, Australia / 178-182 / 2023
    • 2022
  • Vivek Sharma, Ashish Kumar Tripathi, Himanshu Mittal, "Technological Advancements in Automated Crop Pest and Disease Detection: A Review & Ongoing Research" , International Conference on Computing, Communication, Security and Intelligent Systems (IC3SIS) by :IEEE at Ernakulam, India / / 2022
    • 2019
  • Shivangi, Anubhav Johri, Ashish Tripathi, "Parkinson Disease Detection Using Deep Neural Networks" , International Conference on Contemporary Computing (IC3) by :IEEE at Noida / 1-4 / 2019
  • Avinash Chandra Pandey, Ashish Kumar Tripathi, Raju Pal, Himanshu Mittal, Mukesh Saraswat, "Spiral Salp Swarm Optimization Algorithm" , International Conference on Information Systems and Computer Networks (ISCON) by :IEEE at Mathura / 722-727 / 2019
  • Ashish Kumar Tripathi, Pranav Saxena, Siddharth Gupta, "MapReduce-Based Dragonfly Algorithm for Large-Scale Data-Clustering" , International Conference on Image Information Processing (ICIIP) by :IEEE at Waknaghat / 171-175 / 2019 ISBN: 978-1-7281-0899-5
    • 2018
  • Tripathi Ashish, Sharma Kapil, Bala Manju, "Parallel Bat Algorithm-Based Clustering Using MapReduce" , International Conference on Recent Advancement in Computer, Communication and Computational Sciences(RACCCS-2016) by :Springer, Singapore at Udaipur / 73-82 / 2018
    • 2016
  • Nupur Bansal, Sanjay Kumar, Ashish Tripathi, "Application of Artificial Bee Colony Algorithm Using Hadoop" , International Conference on Computing for Sustainable Global Development (INDIACom) by :IEEE at Delhi / 3615-3619 / 2016
    • 2015
  • Satyam Kashyap, Ashish Tripathi, Kapil Sharma, "Analysis and Ranking of Software Engineering Metrics" , International Conference on Computing for Sustainable Global Development (INDIACom 2015), Delhi by :IEEE at Delhi / 1654-1659 / 2015 ISBN: 9781479968329
  • K Sharma, AK Tripathi, "Improving Software Quality Based on Relationship Among the Change Proneness and Object Oriented Metrics" , International Conference on Computing for Sustainable Global Development (INDIACom 2015), Delhi by :IEEE at Delhi / 1633 - 163 / 2015 ISBN: 9781479968329
    • 2014
  • Ashish Kumar Tripathi, Kapil Sharma, "Optimizing Testing Efforts Based on Change Proneness Through Machine Learning Techniques" , PIICON 2014 by :IEEE at Delhi / 1-4 / 2014 ISBN: 9781479960439

Level Type Collaborator Organization Year
InternationalPublication: 
Himanshu MittalJaypee Institute of Information Technology2022
InternationalPublication: 
Avinash Chnadra PandeyIndian Institute of Information Technology, Design and Manufacturing, Jabalpur2022
InternationalPublication: 
Raju PalJaypee Institute of Information Technology, Noida2022
InternationalPublication: 
Mohammad Dahman AlshehriTaif University, Saudi Arabia2022
InternationalPublication: 
Akshi KumarManchester Metropolitan University2021
InternationalPublication: 
 Varun G. MenonSCMS School of Engineering and Technology, Ernakulam2021
InternationalPublication: 
Ali Kashif BashirManchester Metropolitan University2021
InternationalPublication: 
Kapil SharmaDelhi Technological University, New Delhi2021

                

                  
                

                

                  

                    
  • Member of IEEE

                

                  
                

                

                  

                    
    Awarded
  • Vivek Sharma on Design and Development of Efficient Computational Methods for Intelligent Farming Year - 2023
    • Ongoing
  • Kamakhya Bansal on Rainfall Prediction using Satellite Images Year - 2022
  • Sachin Gupta on Smart Farming Year - 2021

                

                  
                

                

                  

                    
    2022-2023
  • Harshit Singh on VegCaps: A Shuffled Attention based Capsule Network for Vegetable Quality Assessment Year - 2022-2023 (Completed)
  • AJAY VIJAY WANKHADE on Cauli-VegNET: An efficient Hybrid Classifier with Dilated Convolution for Cauliflower Disease Identification Year - 2022-2023 (Completed)
  • Srishti Raj on Plant Disease Detection and Classification Year - 2022-2023 (Completed)
    • 2021-2022
  • Kamakhya Bansal on An Efficient Rainfall Prediction Model for India and her Clustered Regions using RfGan and Deep CNN Year - 2021-2022 (Completed)
  • Akul Krishnan K on A Novel Blockchain and IoT based Food Traceability model for Smart City using EOSIO Year - 2021-2022 (Completed)

                

                  
                

                

                  

                    

                      
                          

                              Title
                              Total Outlay
(In Lacs)		
                              Year
                              Funding Agency
                              Role
                          

                      
                      
River Health Monitoring using Earth Observation imagery and Deep Learning Time Series Analysis and Future Forecast 7.532024-2025ICSSRPI
Automated Maze Leaf Disease and Weed Detection in Extreme Weather Conditions Using Deep Neural Networks.5.042023-2024Doremon LabsPI
Design and development of efficient methods for food quality assessment using computer vision. 14.402022-2023LUMACHAIN SOLUTIONSCo-PI

                

                  
                

                

                  

                    
  • Coordinator, Institute Website in Malaviya National Institute of Technology Jaipur from - 28-04-2023 to Till Date
  • Member, CDEC Center in Malaviya National Institute of Technology Jaipur from - 13-10-2022 to Till Date
  • Faculty Advisor Technical Club (Data Science) in Malaviya National Institute of Technology Jaipur from - 10-10-2022 to Till Date
  • Time table coordinator in Malaviya National Institute of Technology Jaipur from - 01-08-2022 to Till Date
  • Member, Executive Committee, Staff Club (Teaching) in Malaviya National Institute of Technology Jaipur from - 31-12-2021 to Till Date
  • Hostel Warden in Malaviya National Institute of Technology Jaipur from - 28-07-2022 to 12-07-2023
  • Co-coordinator, centre for E-Learning (CeL) in Malaviya National Institute of Technology Jaipur from - 19-08-2021 to 18-07-2022
  • Coordinator Website in Malaviya National Institute of Technology Jaipur from - 01-08-2021 to 01-08-2022
  • Coordinator Web Portal, Creative Arts & Cultural Society in Malaviya National Institute of Technology Jaipur from - 23-03-2021 to 01-03-2022

                

                  
                

                

                  

                    
  • Qualified National Eligibility Test for Eligibility for Assistant Professor for  given by UGC-Net Year - 2017 

                

                  
                

                

                  

                    

                      
                          

                              SNo.
                              Type
                              Title
                              Event
                              Place
                              Schedule
                          

                      
                      
1TalkApplications of AI-Machine Learning and Soft Computing TechniquesFaculty Development Programme Kalindi College, University of DelhiJan-2022
2TalkMachine Learning with PythonFaculty Development ProgrammeB K Birla Institute of Engineering and TEchnology, PilaniDec-2021
3TalkApplication of AI in Health CareFaculty Development ProgrammeArya College Of Engineering and I.T., RajasthanJan-2021
4TalkMachine Learning with PythonFDPOnlineDec-2020
5TalkMachine Learning TechniquesFaculty Development Programme Jaipur Engineering College, KukasDec-2020
6TalkGrey Wolf Optimization and its ApplicationFaculty development program Jaypee Institute of Information Technology, Sector-128, NoidaApr-2019
7TalkIntroduction to MATLABFaculty Development ProgrammeModern Institute of Technology & Research Centre, AlwarDec-2018
8TalkIntroduction to LATEXFaculty Development ProgrammeCompucom Institute of Technology and Management, JaipurNov-2018
9TalkDeep Learning techniquesFaculty Development ProgrammeNathdwar Institute of Engineering & Technology, Nathdwar, IndiaSep-2018
10TalkWriting Research papers Using LATEXFaculty Development ProgrammeGlobal Institute of Technology, Jaipur, IndiaJun-2018
11TalkParallel Ecolutionary ComputationFaculty Development ProgrammeJaypee Institute of Information Technology, Sector-128, Noida, IndiaMay-2018
12TalkMachine Learnig for Big DataFaculty Development ProgrammeChartered Insitute of Technology, Abu Road, IndiaMar-2018

                

                  
                

                

                  

		

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A novel fuzzy clustering-based method for human activity recognition in cloud-based industrial IoT environment
 
		      Read more..
		    
 

		

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Technological Revolutions in Smart Farming: Current Trends, Challenges & Future Directions
 
		      Read more..