Dr. Anuradha D. Thakare




IPR/ Research

Patents & Copyrights
  1. Dr. Anuradha Thakare & Priyanka Lele, registered copyright on “Dataset for Polycystic Ovary Syndrome on 27th December 2019.
  2. A Patent Published (by Govt. of India) on , “A System and Method for detecting medical conditions of an individual” Ref No. E-2/976/2016-MUM.
  3. Filed a Patent, “Road Block Detection And Alert System For Traffic Management”, Ref No. E-2/866/2017-MUM.
  4. Filed a Patent, “A System incorporating optimization of critical rendering path of webpage loading”, RefNo. E-2/2520/2018-MUM.
  5. A copyright published on “Virtual Trial Room for Sari” Ref: 3959/2016-CO/SW.
  6. A copyright published on “ An application for Parent Teacher Interaction”, Diary Number 17051/2018- CO/SW.
  7. A copyright published on “ An improved approach for Sentiment Analysis Using Apache Spark”, Diary Number 5382/2019- CO/SW.
  8. A copyright published, “System for classification of seizures disorder using EEG signals”, diary number-11647/2019- CO/SW.
  9. A copyright published on “Dataset for Polycystic Ovary Syndrome”, Diary Number: 20819/2019-CO/L.
Grants Received
  1. MSCW Grant: Received grant of Rs. 55,000/- from Maharashtra State Commission for Women for conducting workshop on “Digital Literacy”(2019-20).
  2. AICTE AQIS Grant: Two weeks state level Faculty Development Program on “Advanced Techniques for IT Enabled Healthcare” , Grant of Rs. 3,32,000/- (2018-19)
  3. QIP Grant : Two Days State Level Workshop on “ Holistic Optimization for Databases and Advanced Applications” , grant of Rs. 1,00,000/- received under Quality Improvement Program of SPPU Pune.(2017-18)
  4. Research Project Grant: Principal Investigator : “Evolutionary Algorithms for Document Clustering and Effective Information Retrieval”, Research Grant of Rs. 1,20,000 /- BCUD, Pune University, (2011 to 2013)
  5. Research Project Proposal Submitted to ASPIRE, BCUD Pune. Title: :IT Enabled Healthcare and Monitoring System for Elderly population Using Machine Learning” . Project cost is Rs. 5,00,000/- (2018)
List of Research Publications
  1. ACPSO: Hybridization of ant colony and particle swarm algorithm for optimization in data clustering using multiple objective functions, Communication Technologies (GCCT), 2015 Global Conference on, IEEE Xplore, Pages 854-859
  2. Automated Prediction System For Various Health Conditions By Analysing Human Palms And Nails Using Image Matching Technique International Journal of Scientific & Engineering Research, Volume 6, Issue 10, October-2015 ISSN 2229-5518
  3. Internet Worm Classification and Detection using Data Mining techniques, IOSR Journal of Computer Engineering (IOSR-JCE) e-ISSN: 2278-0661,p-ISSN: 2278-8727, Volume 17, Issue 3, Ver. 1 (May – Jun. 2015), PP 76-81
  4. Introducing a New Scheme for Rural Teachers to Enhance Computer Literacy, International Journal of Computer Applications (IJCA), 2015 Volume 119, Issue 8.
  5. Internet Worm Classification and Detection using Data Mining techniques, IOSR Journal of Computer Engineering (IOSR-JCE) e-ISSN: 2278-0661,p-ISSN: 2278-8727, Volume 17, Issue 3, Ver. 1 (May – Jun. 2015), PP 76-81
  6. Introducing a New Scheme for Rural Teachers to Enhance Computer Literacy, International Journal of Computer Applications (IJCA), 2015 Volume 119, Issue 8.
  7. An efficient hybrid data clustering method based on Candidate Group Search and Genetic Algorithm, International Conference on Reliability, Infocom Technologies and Optimization (ICRITO), IEEE Xplore2015.
  8. An Improved k-means Algorithm with simultaneous optimization of clustering objectives, International Conference on Emerging Research in Computing, Information, Communication and Applications’ - ERCICA-2014. Publication in Elsevier and Elsevier digital library 2014.
  9. New Unification Matching Scheme for efficient information retrieval using Genetic, International Conference on Advances in Computing, communications and Informatics (ICACCI-2014) Algorithm, IEEE Xplore
  10. A Two-Stage Genetic K-harmonic means method for data clustering, Third International Symposium on Intelligent Informatics (ISI'14) Publication in the prestigious Advances in Intelligent and Soft Computing (Springer) Series. Volume Title: Advances in Intelligent Informatics.
  11. Novel Multi Stage Genetic Clustering method for multi-objective optimization in Data Clustering, ICCUBEA 2015, IEEE Xplore.
  12. Introducing Hybrid model for Data Clustering using K-Harmonic Means and Gravitational Search Algorithms, International Journal of Computer Applications 88(17):17-23, February 2014. Published by Foundation of Computer Science, New York, USA.
  13. An Improved Matching Functions for Information Retrieval Using Genetic algorithm, ICACCI-2013, IEEE Xplore. Digital Object Identifier: 10.1109/ICACCI.2013.6637271 Publication Year: 2013 , Page(s): 770.
  14. Data Clustering Using Particle Swarm Optimization and Bee Algorithm, ICCCNT-2013,IEEEXplore,DigitalObjectIdentifier: 10.1109/ICCCNT.2013.6726828 Publication Year: 2013 , Page(s): 1-5.
  15. GA Based Information Retrieval System Using Dimensionality Reduction Techniques, ARTCom- 2013, IEEE Xplore Intelligent Hybrid Approach for Data Clustering.
  16. Virtual Center Based Algorithms for Information Retrieval, / International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 2, Issue6, November- December 2012, pp.1312-1316 1312.
  17. Introducing GA based Computational Model using SVD Technique for Dimensionality Reduction, International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 2, Issue 6, November- December 2012, pp.872-877.
  18. Introducing a Hybrid Swarm Intelligence Based Technique for Document Clustering, International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 2, Issue 6, November- December 2012, pp.1455-1459 1455.
  19. Evolutionary Approach for Clustering and Information Retrieval Published in ICCTD- 2011, Chengdu China. Indexed in ASME Journal.
  20. Prof. A.D. Thakare, A paper titled “Survey of applicability of Matching Functions for Information Retrieval” published in IRSMTES-2011, International Journal of AMTES.
  21. GA Based Information Retrieval System Using Dimensionality Reduction Techniques, ARTCom- 2013, IEEE Xplore Intelligent Hybrid Approach for Data Clustering.
  22. Virtual Center Based Algorithms for Information Retrieval, / International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 2, Issue6, November- December 2012, pp.1312-1316 1312.
  23. Introducing GA based Computational Model using SVD Technique for Dimensionality Reduction, International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 2, Issue 6, November- December 2012, pp.872-877.
  24. Introducing a Hybrid Swarm Intelligence Based Technique for Document Clustering, International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 2, Issue 6, November- December 2012, pp.1455-1459 1455.
  25. Evolutionary Approach for Clustering and Information Retrieval Published in ICCTD- 2011, Chengdu China. Indexed in ASME Journal.
  26. Prof. A.D. Thakare, A paper titled “Survey of applicability of Matching Functions for Information Retrieval” published in IRSMTES-2011, International Journal of AMTES.
  27. Prof. A.D. Thakare, A paper titled “GA Based Information Retrieval: A Comparative Study” published in IRSMTES-2011, International Journal of AMTES.
  28. A paper titled “Total Quality Management in technical Education” published in National conference on TQM 2009 held at Pimpri Chinchwad College of Engineering, Pune.
  29. Prof. A.D. Thakare , A paper titled, ”Matching Function Adaptation & Document Clustering Using Fuzzy System & Evolutionary Computing”, presented & published in International Conference “AI Tools in Engg. –2008” held at Anuradha Engineering College, Chikhli.
  30. A paper titled, ”Neural Systems” , published in International Conference “ADELCO – 2007” held at National college of Engineering ,Kovilpatti, Tamilnadu.
  31. A paper titled, ”Advance Computing : A Neural network Approach” , published in National Conference held at College of Engineering , Ahmednagar.
  32. A paper titled, ”Self Organization Map : A Neural network Model”, published in National Conference ,”NCET- 2007 held at Rajarshi Shahu College of Engineering , Tathawade, Pune-33.
  33. A paper titled, ”Intelligent Document Clustering” presented & Published in National Conference “NCDC– 2006” held at D.Y. Patil Institute of Engineering & Tech.
  34. Prof. A.D. Thakare , A paper titled, ”Matching Function Adaptation & Document Clustering Using Fuzzy System & Evolutionary Computing”, presented & published in International Conference “AI Tools in Engg. –2008” held at Anuradha Engineering College, Chikhli.
  35. A paper titled, ”Neural Systems” , published in International Conference “ADELCO – 2007” held at National college of Engineering ,Kovilpatti, Tamilnadu.
  36. A paper titled, ”Advance Computing : A Neural network Approach” , published in National Conference held at College of Engineering , Ahmednagar.
  37. A paper titled, ”Self Organization Map : A Neural network Model”, published in National Conference ,”NCET- 2007 held at Rajarshi Shahu College of Engineering , Tathawade, Pune-33.
  38. A paper titled, ”Intelligent Document Clustering” presented & Published in National Conference “NCDC– 2006” held at D.Y. Patil Institute of Engineering & Tech.
  39. A paper titled, ”Genetic Algorithms” published in National Conference “AHWAMEDH – 2005”at Sir Vishvesvaraya memorial College of Engg.,Nasik.
List of Publications in International Journals & Conferences
  1. Genetic Clustering for Polycystic Ovary Syndrome Detection in Women of Reproductive Age, ‘International Journal of Engineering and Advanced Technology (IJEAT)’ Scopus Indexed Journal,Volume-9 Issue-3, February 2020(Accepted for publication).
  2. Performance Analysis of Machine Learning Algorithms for Classification of Electroencephalogram Signals for Detection of Seizures, International Journal for Research in Applied Science & Engineering Technology (IJRASET) ISSN: 2321-9653; IC Value: 45.98; SJ Impact Factor: 7.177 Volume 8 Issue II Feb 2020
  3. Data clustering for optimized Information Search with Hybrid Evolutionary Approaches, in Journal of Computational and Theoretical Nanoscience, Scopus Indexed Journal, ISSN- 15461963,SJR-0.22, H-Index – 40
  4. Comparative Analysis of Evolutionary approaches and Computational methods for optimization in Data Clustering, in International Conference on Computational Vision and Bio Inspired Computing 2018, , Publication in Scopus Indexed Springer - Lecture Notes in Computational Science and Engineering. ISSN- 1439-7358, SJR-0.22, H-Index – 26.
  5. Enhanced System for Detection of Seizure Disorder for better treatment using EEG Signals, in International Journal of Research, ISSN No. 2236-6124.
  6. Probabilistic Particle Swarm Optimization for Classification of EEG Signals to detect seizure Disorder in IEEE International Conference, ICCUBEA 2019.
  7. Parallel Palm Print Identification Using Fractional Coefficients of Palm Edge Transformed Images on GPU, Advances in Intelligent Systems and Computing, Springer, Scopus Publication, ISSN: 2194-5357, Pg No. 107-117
  8. Data clustering using hybrid swarm intelligence method with multi objective functions, International Journal of Control Theory and Applications, Volume : No.10 (2017) Issue No.:8 (2017), Pages : 177-183, Serials Publication, ISSN- 0974-5572 , Scopus Indexed Journal, Impact Factor- 1.466, SJR-0.104, H-Index – 13
  9. DigiBoard—A Smart Display Notice Board, International Journal of Control Theory and Applications, 9(10), 2016, pp. 1-11, Serials Publication, ISSN- 0974-5572 , Scopus Indexed Journal, Impact Factor- 1.466, SJR-0.104, H-Index – 13
  10. An Automated Medical Support System for detecting human health conditions based on Noval Bicluster Method, International Journal of Control Theory and Applications, 10(8), 2017, pp. 223-228, Serials Publication, ISSN- 0974-5572 , Scopus Indexed Journal, Impact Factor- 1.466, SJR-0.104, H-Index – 13
  11. Intelligent classification of clinically actionable Genetic Mutations based on clinical evidences, ICCUBEA2018, Scopus Indexed IEEE Conference. (Publication by IEEE Xplore in process)
  12. A review of feature extraction methods for text classification, International Journal of Advance Engineering and Research Development Volume 5, Issue 04, 2018.
  13. Comparison of classification techniques for Genetic Mutations, cpgcon2018
  14. Classification of low back pain using deep learning neural network model, 2018 JETIR September 2018, Volume 5, Issue 9.
  15. System and method for early detection of Mild Cognitive Impairment, ICCUBEA2018, Scopus Indexed IEEE Conference. (Publication by IEEE Xplore in process)
  16. Automated System for Farming With Hydroponic Style, ICCUBEA2018, Scopus Indexed IEEE Conference. (Publication by IEEE Xplore in process)
  17. Parallel Palm Print Identification Using Fractional Coefficients of Palm Edge Transformed Images on GPU, Book Publication - International Conference on Intelligent Computing and Applications, 2018,Publisher Springer, Singapore
  18. Comparative Study of intelligent classifiers for EEG data, International Journal of Scientific Research Engineering & Technology (IJSRET), UGC Approved Journal, ISSN 2278 – 0882 Volume 7, Issue 9, September 2018 (Published)
  19. Introducing An Automated System For Social Media Data Analytics, IJSRD, UGC Approved Journal, 2018. (Published)
  20. Comparison of classification techniques for Genetic Mutations, cPGCON 2018, Seventh Post graduate conference by SPPU Pune.
  21. A review of feature extraction methods for text classification, International Journal of Advanced Engineering and Research Development, Scientific Journal of Impact Factor (SJIF): 5.71, Volume 5, Issue 04, April -2018
  22. Classification of low back pain using deep learning neural network model, JETIR, 2018.
  23. Intelligent classification of clinically actionable Genetic Mutations based on clinical evidences, ICCUBEA 2018, IEEE Xplore
  24. Obstacle Detection and Avoidance Algorithm for Autonomous Mobile Robot using 2D LiDAR, 2017 International Conference on Computing, Communication, Control and Automation (ICCUBEA) Year: 2017 Publication in IEEE Digital Library, Page s: 1 – 6, ISBN: 978-1-5386-4008-1
  25. Human Skin Colour Detection Algorithm Optimization with CUDA, 2017 International Conference on Computing, Communication, Control and Automation (ICCUBEA) Year: 2017 Publication in IEEE Digital Library, Page s: 1 –6, ISBN: 978-1-5386-4008-1
  26. Lung cancer detection using Genetic approach, Computing Communication Control and automation (ICCUBEA), 2016 International Conference on, Publication in IEEE Digital Library: 23 February 2017, Page s: 1 –5, ISBN: 978-1-5090-3291-4,
  27. Design of quick response system for road network in emergency services, Intelligent Systems and Information Management (ICISIM), 2017 1st International Conference on, Pages 332-335, IEEE Xplore
  28. Detection of lung cancer stages using image processing and data classification techniques, Convergence in Technology (I2CT), 2017 2nd International Conference for, IEEE Xplore, Pages 402-404
  29. A survey on shortest path algorithm for road network in emergency services, Convergence in Technology (I2CT), 2017 2nd International Conference for, IEEE Xplore, Pages 393- 396
  30. Hybrid Swarm Intelligence Method for Post clustering Content Based Image Retrieval, International Conference on Communication, Computing & Virtualization 2016, Publication by Elsevier
  31. Study and Analysis of Nail Images of Patients, International Journal of Computer Applications (0975 – 8887) Volume 143 – No.13, June 2016
  32. Genetic Candidate Group Search Approach for Post Clustering Content based Image Retrieval, International Journal of Computer Applications (IJCA), Volume 132, Issue 16
Book Chapter Publications
  1. Parallel Palm Print Identification Using Fractional Coefficients of Palm Edge Transformed Images on GPU, Book Publication - International Conference on Intelligent Computing and Applications, 2018,Publisher Springer, Singapore
  2. A research paper “A Two-Stage Genetic K-harmonic Means Method for Data Clustering”, is published as a book chapter in “Advances in Intelligent Informatics” by Springer.
  3. A research paper, “ Evolutionary Approach for Effective clustering & Information Retrieval”, is published as a ebook chapter by ASME (Conference: ICCTD, China)
Interaction with Industry & Research Organizations
  • DRDO – Swarm Robotics
  • National Chemical Laboratory–GPU based system for classification of chemicals
  • Atreya Innovation – System for Diet Recommendation
  • Coresoft Launchur – Quick Response Device in Emergency Services
  • SoftTech Data Securities
Consultancy Projects
  1. A real time product development- “Employee Attendance Tracking System”. (Amount:30,000/-) for Core Softlauncherz, Pune
  2. An Android App development for preschool, “Impetus Kids” (Amount : 25,000/-)
Research Project Guidance
  1. Probabilistic PSO for classification of seizure disorders
  2. Social Listner – Semantic analysis of Social media data
  3. Intelligent classification of clinically actionable Genetic Mutations based on clinical evidences.
  4. Back pain Classification using machine learning approach.
  5. Data Clustering Using Swarm Intelligent Techniques
  6. Effective Information Retrieval System Based on DR techniques and Genetic algorithms
  7. Data Clustering using Hybrid Swarm Intelligent techniques
  8. Multiobjective Data Clustering using Genetic Algorithms
  9. GA based Information Retrieval System
  10. Design & Implementation of a Quick Response System for Emergency Services
  11. Obstacle Detection And Avoidance Algorithm For Autonomous Robotic System Using 2DLidar
  12. Lung Cancer Detection Using Genetic Candidate Group Search Approach.


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