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Personal Details
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| Name | Dr Samir B. Patel |
| Designation | Associate Professor |
| Department | Department of Computer Science and Engineering, School of Technology |
| Email | Samir.Patel@sot.pdpu.ac.in |
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Educational Qualifications
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| 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 |
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Professional Affiliation
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| 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 |
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Awards
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| 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.
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Publications / Articles / Conference
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| 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 |
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| Articles/Chapters Published in the books |
| 'Influence of Schema Design in NoSQL Document Stores', Lecture Notes on Data Engineering and Communications Technologies (LNDECT, volume 68), https://doi.org/10.1007/978-981-16-1866-6_32, 978-981-16-1866-6, Print ISBN 978-981-16-1865-9, pp. 435 - 452, jul 2021 |
| 'An AI-Based Solution to Reduce Undesired Face-Touching as a Precautionary Measure for COVID-19', Communications in Computer and Information Science book series (CCIS, volume 1416), Print ISBN 978-3-030-76775-4, Online ISBN 978-3-030-76776-1, pp. 30-45, may 2021 |
| 'Machine Learning Applications for Computer-Aided Medical Diagnostics', Lecture Notes in Networks and Systems book series (LNNS, volume 203), Springer, Singapore, Print ISBN 978-981-16-0732-5, Online ISBN 978-981-16-0733-2, pp. 377-392, may 2021 |
| '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 |
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| Published Papers in Journals |
| 'A Bottom-Up Review of Image Analysis Methods for Suspicious Region Detection in Mammograms', Journal of Imaging, MDPI, https://doi.org/10.3390/jimaging7090190, Volume 7, issue 9, pp. 1-40, sep 2021 |
| 'Automatic Land Cover Classification of Multi-Resolution Dualpol Data using Convolutional Neural Network (CNN)', Remote Sensing Applications: Society and Environment, pp. 100491, mar 2021 |
| 'Heart Disease Prediction using Machine Learning Techniques', SN Computer Science, Springer Nature, Singapore, Vol 1, Issue 6, pp. 1-6, Nov 2020 |
| 'Study and Analysis of Gene Expression Clustering with Gaussian Mixed Effects Models and Smoothing', International Journal of Computer Science and Network Security, pp. 76-82, may 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 |
| '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 |
| 'Web Usage Data based Web Page Recommender System', International Journal of Advance Engineering and Research Development (IJEARD), pp. 315-322, jun 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 |
| '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 |
| '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 |
| '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 |
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| Full Papers in Conference Proceedings |
| 'Crop Yield Estimation Using Machine Learning', Charusat University, pp. 328-342, mar 2021 |
| 'A Novel Approach of Polsar Image Classification Using Naïve Bayes Classifier', Pandit Deendayal Petroleum University, pp. 93-104, mar 2021 |
| 'Determining the Best Strategy for the Network Administrator in Dynamic Environment Through Game Theory', Pandit Deendayal Petroleum University, pp. 389-399, mar 2021 |
| 'Garbage Detection using Advanced Object Detection Techniques', JCT COLLEGE OF ENGINEERING AND TECHNOLOGY Shri Jagannath Educational Health and Charitable Trust, Coimbatore, IEEE, pp. 526-531, apr 2021 |
| '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 |
| 'Steganography in Mobile phone in Multimedia data', Nirma University, pp. 5, Dec 2010 |
| 'Performance Optimization Of Transformation Technique – DCT Using NVIDIA CUDA', 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 |
| 'Digital Watermarking for CD Distribution Containing Multimedia Data', S. V. Institute of Computer Studies, Kadi., pp. 9, Oct 2007 |
| 'Lossless and Lossy Compression with JPEG', S. V. Institute of Computer Studies, Kadi., pp. 6, 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 |
| 'Image Based Watermarking and Authentication Mechanism', Nirma University, pp. 7, Nov 2007 |
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| Papers presented in Conferences, Seminars, Workshops, Symposia |
| 'Proposed Mechanism for COVID-19 Prevention: An AI-Based Approach to Limit Undesired Face-Touching', 2nd International Conference on Computing Science, Communication and Security (COMS2 2021), Ganpat University, Mehsana, feb 2021 |
| 'Infuence of Schema Design in NoSQL Document Stores', ICMCSI 2021, Tribhuvan University, Nepal, jan 2021 |
| 'Machine Learning Applications for Computer Aided Medical Diagnostics', International Conference on Computing, Communications and Cyber-Security (IC4S-2020), Krishna Engineering College, Ghaziabad, Oct 2020 |
| '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 |
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