Archana B. Patankar

@tsec.edu

Professor, Computer Engineering Department
Thadomal Shahani Engineering College

Archana B. Patankar


            Download Compact PDF  
https://researchid.co/archana.patankar

EDUCATION

Ph.D. Computer Engineering, M.E. Computer Engineering - (VJTI), B.E. Computer Engineering (Walchand College of Engineering, Sangli)

RESEARCH INTERESTS

Image Processing, Signal Processing, Computer Vision, Computer Graphics, Human Machine Interaction, Quuantitative Analysis, Applied Data Science
183

Scholar Citations

8

Scholar h-index

6

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Optimizing hourly air quality index forecasting: a particle swarm optimization-enhanced hybrid approach combining convolutional and recurrent neural networks.
    D Khan, AB Patankar, J Kakar
    International Journal of Electrical & Computer Engineering (2088-8708) 16 (1 … , 2026
    2026
  • Self-configuring intrusion detection using adaptive goal target optimization based deep Bi-LSTM in blockchain networking systems
    SA Bajpai, AB Patankar
    Intelligent Decision Technologies 19 (1), 175-193 , 2025
    2025
    Citations: 1
  • SelfGT-BiLSTM: Modified Self-Configurable Adaptive Goal Target Optimized Deep Learning Model For Intrusion Detection
    SA Bajpai, AB Patankar
    2024 4th International Conference on Soft Computing for Security … , 2024
    2024
  • Marine goal optimizer tuned deep BiLSTM-based self-configuring intrusion detection in cloud
    SA Bajpai, AB Patankar
    Journal of Grid Computing 22 (1), 24 , 2024
    2024
    Citations: 9
  • An experimental comparison of classic statistical techniques on univariate time series forecasting
    DR Khan, AB Patankar, A Khan
    Procedia Computer Science 235, 2730-2740 , 2024
    2024
    Citations: 24
  • Exploring the impact of denoising autoencoder architectures on image retrieval
    J Janjua, A Patankar
    Procedia Computer Science 235, 2557-2566 , 2024
    2024
    Citations: 3
  • Investigating Efficacy of RNN and its Variants for AQI Forecasting
    D Khan, AB Patankar, R Motwani, A Ailsinghani
    2023 International Conference on Advances in Computation, Communication and … , 2023
    2023
  • Experimental comparison of autoencoder variants in content-based image retrieval
    J Janjua, A Patankar, M Shetty, S Poojary
    2023 14th International Conference on Computing Communication and Networking … , 2023
    2023
  • Exploring Pretrained Models and Transfer Learning Techniques for Image Retrieval
    J Janjua, A Patankar, A Talan
    2023 14th International Conference on Computing Communication and Networking … , 2023
    2023
    Citations: 1
  • Its Meteorology-Based Prediction Using LSTM Neural Network
    KD Rizwan, AB Patankar
    International Conference on Data Science and Big Data Analysis, 331-343 , 2023
    2023
    Citations: 2
  • Comparative Investigation of Machine Learning and Deep Learning Methods for Univariate AQI Forecasting
    KD Rizwan, AB Patankar
    International Conference on Intelligent Computing and Networking, 185-196 , 2023
    2023
    Citations: 3
  • A study on self-configuring intrusion detection model based on hybridized deep learning models
    SA Bajpai, AB Patankar
    2023 7th International Conference on Computing Methodologies and … , 2023
    2023
    Citations: 2
  • Framework of CNN Architecture for Fashion Image Classification
    J Janjua, A Patankar
    International Conference on Computing in Engineering & Technology, 96-103 , 2022
    2022
    Citations: 3
  • Comparative review of content based image retrieval using deep learning
    J Janjua, A Patankar
    Intelligent Computing and Networking: Proceedings of IC-ICN 2021, 63-74 , 2022
    2022
    Citations: 5
  • New Fast and Efficient Techniques for Image Denoising Using VQ, PCA, SVD, Soft Thresholding and Wiener Filter
    RA Dhannawat, AB Patankar
    Advances in Cybernetics, Cognition, and Machine Learning for Communication … , 2020
    2020
    Citations: 3
  • A new, fast method for image denoising using KPE vector quantization & its comparison with LBG
    RA Dhannawat, AB Patankar
    2020 3rd International Conference on Communication System, Computing and IT … , 2020
    2020
    Citations: 2
  • A new faster, better pixels weighted don’t care filter for image denoising and deblurring
    R Dhannawat, AB Patankar
    Int. J. of Advanced Trends in Computer Science and Engineering 9 (2) , 2020
    2020
    Citations: 3
  • A New Dictionary Learning Approach Using SVD with Kmeans and its appliance as regularization method for Image Deblurring using Non-Locally Centralized Sparse Representation
    R Dhannawat, B Archana
    International Journal of Applied Engineering Research 14 (7), 1672-1682 , 2019
    2019
    Citations: 1
  • A framework for integrating cloud computing and big data analytics into e-governance using Openstack Sahara
    B Jadhav, AB Patankar
    Information and Communication Technology for Intelligent Systems … , 2018
    2018
    Citations: 2
  • E-Governance Using Openstack: Opportunities and Challenges
    B Jadhav, AB Patankar
    Communication, Networks and Computing: First International Conference, CNC … , 2018
    2018

MOST CITED SCHOLAR PUBLICATIONS

  • An experimental comparison of classic statistical techniques on univariate time series forecasting
    DR Khan, AB Patankar, A Khan
    Procedia Computer Science 235, 2730-2740 , 2024
    2024
    Citations: 24
  • Segmentation of blast using vector quantization technique
    H B Kekre, A B Patankar, H Ramesh Galiyal
    International Journal of Computer Applications 72 (15), 20-23 , 2013
    2013
    Citations: 21
  • Performance comparison of simple orthogonal transforms and wavelet transforms for image steganography
    DHB Kekre, AB Patankar, D Koshti
    International Journal of Computer Applications 44 (6), 21-28 , 2012
    2012
    Citations: 20
  • Improvement to blind image denoising by using local pixel grouping with SVD
    R Dhannawat, AB Patankar
    Procedia Computer Science 79, 314-320 , 2016
    2016
    Citations: 11
  • Image cartoonization methods
    AB Patankar, PA Kubde, A Karia
    2016 International Conference on Computing Communication Control and … , 2016
    2016
    Citations: 10
  • Multiple feature extraction techniques in image stitching
    TS Shaikh, AB Patankar
    International Journal of Computer Applications 123 (15) , 2015
    2015
    Citations: 10
  • Marine goal optimizer tuned deep BiLSTM-based self-configuring intrusion detection in cloud
    SA Bajpai, AB Patankar
    Journal of Grid Computing 22 (1), 24 , 2024
    2024
    Citations: 9
  • Opportunities and challenges in integrating cloud computing and big data analytics to e-governance
    B Jadhav, A Patankar
    International Journal of Computer Applications 180 (15), 6-11 , 2018
    2018
    Citations: 9
  • Qr code based image steganography
    A Warang, A Patankar
    International Journal of Advance Research, Ideas and Innovations in … , 2017
    2017
    Citations: 7
  • A Practical approach for integrating Big data Analytics into E-governance using hadoop
    B Jadhav, AB Patankar, SB Jadhav
    2018 Second International Conference on Inventive Communication and … , 2018
    2018
    Citations: 6
  • Image steganography: hiding audio signal in image using discrete wavelet transform
    AS Shinde, AB Patankar
    2017 International Conference On Emanations in Modern Technology and … , 2017
    2017
    Citations: 6
  • Piano playing robot
    V Jaju, A Sukhpal, P Shinde, A Shroff, AB Patankar
    2016 International Conference on Internet of Things and Applications (IOTA … , 2016
    2016
    Citations: 6
  • Comparative review of content based image retrieval using deep learning
    J Janjua, A Patankar
    Intelligent Computing and Networking: Proceedings of IC-ICN 2021, 63-74 , 2022
    2022
    Citations: 5
  • A Novel Solution for Cloud Enabled E-Governance Using Openstack: Opportunities and Challenges
    B Jadhav, AB Patankar
    International Conference on Communication, Networks and Computing, 24-36 , 2018
    2018
    Citations: 4
  • Exploring the impact of denoising autoencoder architectures on image retrieval
    J Janjua, A Patankar
    Procedia Computer Science 235, 2557-2566 , 2024
    2024
    Citations: 3
  • Comparative Investigation of Machine Learning and Deep Learning Methods for Univariate AQI Forecasting
    KD Rizwan, AB Patankar
    International Conference on Intelligent Computing and Networking, 185-196 , 2023
    2023
    Citations: 3
  • Framework of CNN Architecture for Fashion Image Classification
    J Janjua, A Patankar
    International Conference on Computing in Engineering & Technology, 96-103 , 2022
    2022
    Citations: 3
  • New Fast and Efficient Techniques for Image Denoising Using VQ, PCA, SVD, Soft Thresholding and Wiener Filter
    RA Dhannawat, AB Patankar
    Advances in Cybernetics, Cognition, and Machine Learning for Communication … , 2020
    2020
    Citations: 3
  • A new faster, better pixels weighted don’t care filter for image denoising and deblurring
    R Dhannawat, AB Patankar
    Int. J. of Advanced Trends in Computer Science and Engineering 9 (2) , 2020
    2020
    Citations: 3
  • Image Based Authentication Using Persuasive Cued Click Points
    AR Karia, AB Patankar
    International Journal of Engineering Research and Applications 4 (5), 179-185 , 2014
    2014
    Citations: 3