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Personal Details
NameDr Samir B. Patel
DesignationAssistant Professor
DepartmentDepartment of Computer Science and Engineering, School of Technology
EmailSamir.Patel@sot.pdpu.ac.in
Educational Qualifications
  • Ph.D (Computer Engineering, Institute of Technology, Nirma University), 2012
  • M.E. (Computer Engineering, BVM, Sardar Patel University), 2004
  • B.E. (Computer Engineering, LD College of Engineering, Gujarat University), 1998
    Professional Affiliation
    Member of Board of Studies at BVM Engineering College for B.Tech and M. Tech programmes. BOS member at PDPU and BOS member at Indrashil University
    Awards
    I stood first in paper contest of NTSSPC3CT-2004 of CSI during 13th and 14th March 2004. Awarded for Pedagogical Innovations Award (PIA – 2015) by GTU Innovation Council, GTU, Feb. 2015.
    Publications / Articles / Conference
    Book Published as single author or editor
  • 'An Integration of Image Processing and Data Mining to Perform Digital Watermarking', Research Related, 9781308107134, pp. 175, apr 2014
    Articles/Chapters Published in the books
  • 'A Real-Time Sentiments Analysis System Using Twitter Data', Intelligent and Cloud Computing. Smart Innovation, Systems and Technologies, vol 153. Springer, Singapore. https://doi.org/10.1007/978-981-15-6202-0_25, Print ISBN 978-981-15-6201-3, Online ISBN 978-981-15-6202-0, pp. 251-258, aug 2020
  • 'Land Cover Classification Using Ensemble Techniques', Springer Nature Switzerland AG 2019, LNCS, 978-3-030-34871-7, 978-3-030-34872-4, pp. 340-349, Nov 2019
  • 'Comparative Analysis of Artificial Neural Network and XGBoost Algorithm for PolSAR Image Classification', Springer Nature Switzerland AG 2019, LNCS, 978-3-030-34868-7, 978-3-030-34869-4, pp. 452–460, Dec 2019
  • 'Classification of Blood Cancer and Form Associated Gene Networks Using Gene Expression Profiles', Smart Innovation, Systems and Technologies Volume106, Editors : Suresh Chandra Satapathy and Amit Joshi, Publisher: Springer, 978-981-13-1742-2, pp. 95-106, apr 2018
    Published Papers in Journals
  • 'Heart Disease Prediction using Machine Learning Techniques', SN Computer Science, Springer Nature, Singapore, Vol 1, Issue 6, pp. 1-6, Nov 2020
  • 'Learning an un-supervised – clustering algorithm monte carlo over consensus clustering for genomic data for tumor identification ', International Journal of Recent Technology and Engineering , pp. 2751-2756, Nov 2019
  • 'Integrated framework for flood relief package (FRP) allocation in semiarid region a case of Rel River flood, Gujarat, India', Natural Hazards, pp. 1-33, Oct 2019
  • 'Classification of SAR and PolSAR images using deep learning: a review', International Journal of Image and Data Fusion, pp. 1-32, aug 2019
  • 'Web Usage Data based Web Page Recommender System', International Journal of Advance Engineering and Research Development (IJEARD), pp. 315-322, jun 2017
  • 'Fuzzy Logic Based Recommender System', International Journal of Research and Scientific Innovation (IJRSI), pp. 71-80, jun 2017
  • 'Extraction of User Navigation Pattern Based on Particle Swarm Optimization', International Journal on Recent and Innovation Trends in Computing and Communication, pp. 1320 – 1323, may 2017
  • 'Design and Analysis of Web-Based Prediction System Using E-Commerce Data', IJDMET, pp. 7-12, may 2016
  • 'Heart Disease Prediction Using Machine learning and Data Mining Technique', IJCSC, pp. 129-137, mar 2016
  • 'A Unified Technique for Robust Digital Watermarking of Colour Images using Data Mining and DCT', International Journal of Internet Technology and Secured Transactions, pp. 81–96, Nov 2011
  • 'A Novel Approach for Implementing Steganography with Computing Power Obtained by Combining CUDA and MATLAB', International Journal of Computer Science and Information Security, pp. 133-137, Nov 2009
  • 'An Appraoch to Secure Highly Confidential Documents of any Size in the Corporate or Institutes having Unsecured Networks', International Journal of Computer Science and Information Security, pp. 155-163, Nov 2009
  • 'Proposed Secure Mechanism for Identification of Ownership of Undressed Photographs or Movies captured Using Camera Based Mobile Phones', Journal of Information Assurance and Security, pp. 297-302, Dec 2007
    Full Papers in Conference Proceedings
  • 'Transfer Learning Approach for Patch Level Classification in Remote Sensing', Marwadi University Rajkot, pp. 1-4, mar 2020
  • 'Analysis of Denoising Techniques for Speckle Noise Removal in Synthetic Aperture Radar Images', IEEE, pp. 1938-1944, sep 2018
  • 'Classification of Blood Cancer and form associated Gene Networks using Gene Expression Profiles', IRO, jan 2018
  • 'Digital Watermarking Using Decision Tree in Color Images', SKR Engineering College, Poonamallee, Chennai, Tamil Nadu, India., pp. 163-170, aug 2017
  • 'Network based packet watermarking using TCP/IP protocol suite', Nirma University, pp. 5, Dec 2011
  • 'Performance Optimization Of Transformation Technique – DCT Using NVIDIA CUDA', Nirma University, pp. 5, Dec 2010
  • 'Steganography in Mobile phone in Multimedia data', Nirma University, pp. 5, Dec 2010
  • 'An Implementation of 3 Dimensional DCT for Compression of Video Sequences', Nirma University, pp. 5, Nov 2009
  • 'A Novel Approach Using Transformation Techiques and Decision Tree Algorithm on Images for Performing Digital Watermarking', Technical Co-Sponsored by IEEE UK/RI Communication Chapter, pp. 1-6, Nov 2009
  • 'A Proposed Mechanism using Parallelization Techniques in Steganography & Digital Watermarking for Multiprocessor System', Nirma University, pp. 7, Nov 2008
  • 'Image Based Watermarking and Authentication Mechanism', Nirma University, pp. 7, Nov 2007
  • 'Lossless and Lossy Compression with JPEG', S. V. Institute of Computer Studies, Kadi., pp. 6, Oct 2007
  • 'Digital Watermarking for CD Distribution Containing Multimedia Data', S. V. Institute of Computer Studies, Kadi., pp. 9, Oct 2007
  • 'Proposed secure mechanism for identification of ownership of undressed photographs or movies captured using camera based mobile phones', Insa, Lyon, France., pp. 442 - 447, Oct 2007
    Papers presented in Conferences, Seminars, Workshops, Symposia

  • 'Comparative Analysis of Artificial Neural Network and XGBoost Algorithm for PolSAR Image Classification', International Conference on Pattern Recognition and Machine Intelligence, PREMI, at Tejpur University, springer, Nov 2019
  • 'Land Cover Classification Using Ensemble Techniques', International Conference on Pattern Recognition and Machine Intelligence, PREMI, at Tejpur University, springer, Nov 2019
  • 'Analysis of Denoising Techniques for Speckle Noise Removal in Synthetic Aperture Radar Images', 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI), PEC, Bangalore, India, Nov 2018
  • 'Digital watermarking using decision tree on color images', 2017 International Conference on Energy, Communication, Data Analytics and Soft Computing (ICECDS), Chennai, India, aug 2017
  • 'Hiding messages in images with steganography and digital watermarking techniques', NTSSPC3CT-2004, CSI at AMA, Ahmedabad., mar 2004