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Chairman's Message

Education is said to be the transmission of knowledge, culture and civilization.
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Principal's Message

It gives me immense pleasure to greet and welcome you all on behalf of the entire ADIT family.
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Dr. Narendrasinh C Chauhan
Professor and Head
Qualification
B.E.(CE), M.E.(CE), Ph.D.(IIT Roorkee)
Experience
Academics:17 Years

Industry: 0 Year
Contact
[email protected]; [email protected]; [email protected];
WhatsApp No: 9377559385

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Events & Activities
  • Expert talk on "Artificial Neural Networks" at Vishwakarma Government Engineering College on 19/10/2018. (11 AM to 1 PM).

  • Expert talk and Hands-on Session on "Association Rule Mining" during a two week STTP on "Python Programming and Applications" at BVM Engineering College on 30/11/2018 (2 PM to 5 PM).

  • Expert talk on "Introduction to AI and Machine Learning" in a Two days Seminar on "IoT and Machine Learning"on 26/07/2018 (10 AM to 11:15 AM) at Department of Electrical Engineering, ADIT.

  • Expert talk on "Introduction to AI and Machine Learning" in a Two days Seminar on "Optimization and Prediction of Parameters using ANN and GA"on 20/07/2018 (10 AM to 11:15 AM) at Department of Mechanical Engineering, ADIT.

  • expert talk on "Introduction and Trends in Data Science" in a two days workshop on "Recent trends in data science" at C G Patel Institute of Technology, UkaTarsadiya University, Surat on 10th May, 2018.

  • expert talk on "ANN and Deep Learning" in a Refreshers? course on "Applications of ICT in Science" at UGC-HRDC, SPU on 29th June, 2018.

  • expert talk on "AI and Machine Learning" in an FDP on "Applications of Artificial Neural Networks in Various Fields of Engineering" at A D Patel Institute of Technology on 10th March, 2018.

  • two lectures on "(i) Data Mining: Concepts and Techniques (ii) Introduction to Big Data and Big Data Analytics" in a Certification Course on "An Introduction to Programming the Emerging Services for Cloud, Big-data and IoT" organized by Computer Engineering Department, ADIT from August-17 to July-18.

  • expert talk on "Neural Networks and its Applications" in an STTP on "Machine Learning and its Applications" at BVM Engineering College, V V Nagar on 22nd December, 2017.

  • expert talk on "Classification and Prediction Applications of ANN and SVM" in a 5-days STTP on "Applications of Data Mining With Big Data Analytics" at C. G. Patel Institute of Technology, Uka Tarsadia University, Bardoli on 11th January, 2017.

  • expert talk on "Reinforcement Learning" in a National level STTP on "Machine Learning for Big Data Analytics" at G H Patel College of Engineering at Technology on 25th November, 2016.

  • expert talk on "Applications of Soft Computing in Image Processing and Data Mining" in a one week Workshop on "Soft Computing and Network Security" at Government Women Engineering College, Ajmer on 15th November, 2016.

  • expert talk on "Neuro-Fuzzy Systems and Their Applications" in a 2-day Workshop on "Application of Classification Techniques in Data Mining & Image Processing" held at CGPIT, Maliba Campus, Uka Tarsadia University on 28-May-2016

  • expert talk on "Applications in Soft Computing Techniques in Image Processing" in an STTP on "Advanced Image and Video Processing" held at G.H.Patel College of Engineering and Technology on 20-October, 2015.

  • two expert talks on "Soft Computing Classification Methods & their Applications to Image and Video Processing" and "Fuzzy Logic and Its Applications" in the STTP on "Video Processing & Soft Computing" organized at Institute of Technology, Dharmasinh Desai University, Nadiad during 22-27 June, 2015.

  • an invited talk on "Emerging Demand of C in Current Era" in a 3-days workshop on "Flavours of C Language" organized by Department of Information Technology, ADIT during 24-26 June, 2015 for the students of IT

  • expert talk on "Concepts and Applications of Data Mining" in STTP on "Recent Trends in Data Mining" at SVMIT, Bharuch on 24th November, 2014.

  • two expert talks on "Support Vector Machine and Applications", and "Hybrid Neuro-Fuzzy Systems and Applications" in STTP on "Soft Computing" at BIT edu campus, Vadodara on 17th December, 2014.

  • expert talk on "Concepts and Applications of Data Mining" in STTP on "Recent Trends in Data Mining" at SVMIT, Bharuch on 24th November, 2014.

  • two expert talks on "Support Vector Machine and Applications", and "Hybrid Neuro-Fuzzy Systems and Applications" in STTP on "Soft Computing" at BIT edu campus, Vadodara on 17th December, 2014.

  • a Keynote Speech on "Data Mining and Soft Computing: Concepts, Applications and Trends" at National Conference on "Computer Communication and Research" (NC3R-2014) at Vadodara Institute of Engineering (VIER), Kotambi, Vadodara on January 25, 2014.

  • a Plenary talk on "Soft Computing methods for engineering applications" at National Conference on "Computer Science and Security" (COCSS-2013) at Sardar Vallabhbhai Patel Institute of Technology (SVIT), Vasad on April 06, 2013.

  • an invited expert talk on "Soft Computing Methods and Their Applications to Engineering Problems" in 15thRefresher Course: Emerging Trends in Engineering and Technology, at Academic Staff College, V.V.Nagar, Anand on 06-March-2013.

  • an Invited talk on "Soft Computing Methods for Engineering Optimizations" under IEEE student branch at MBICT, New V V Nagar on 09-March-2013.

  • Expert talk on "Applications of Soft Computing Methods in Image Processing and Data Mining" at VVP Engineering College on 5th August-2013.

  • a talk on "Soft Computing" at BIT, Vadodara in September, 2012.

  • a talk on "Emerging Demand of C in current Era", in ISTE approved STTP at SVMIT, Bharuch in April 2012.

  • a session-talk on "Soft computing Methods for Engineering Applications", at National Conference on Technology & Management at SPCE, Visnagar in January 2012.

  • invited talk on "ANN & It?s Engineering Applications", at National Seminar on Advances in Mathematics, at MBICT,New V V Nagar, in January 2012.

Publications
  • N. C. Chauhan, Y. K. Roy, A. Kumar, M. V. Kartikeyan, and A. Mittal. SVM-PSO based modeling and optimization of microwave components. FREQUENZ - Journal of RF-Engineering and Telecommunications, vol. 62, pp 18-24, Jan/Feb 2008.

  • N. C. Chauhan, M. V. Kartikeyan, and A. Mittal. Support vector driven genetic algorithm for the design of circular polarized microstrip antenna. Journal of Infrared, Millimeter, and Terahertz Waves (Springer), Vol. 29, No. 6, pp 558-569, June 2008.

  • N. C. Chauhan, A. Mittal, D.Wagner, M. V. Kartikeyan, and M. K. Thumm. Design and optimization of nonlinear tapers using particle swarm optimization. Journal of Infrared, Millimeter, and Terahertz Waves (Springer), Vol. 29, No. 8, pp 792-798, August 2008.

  • N. C. Chauhan, M. V. Kartikeyan, and A. Mittal. A review on the use of soft computing methods for design applications of microwave domain. FREQUENZ - Journal of RF-Engineering and Telecommunications, vol. 63, pp 24-31, Jan/Feb 2009.

  • N. C. Chauhan, M. V. Kartikeyan, and A. Mittal. CAD of RF windows using multi-objective particle swarm optimization. IEEE Transactions on Plasma Science, Vol. 37, No. 6, pp 1104-1109, June 2009.

  • N. C. Chauhan, M. V. Kartikeyan, and A. Mittal. A modified particle swarm optimizer and its application to the design of microwave filters. Journal of Infrared, Millimeter, and Terahertz Waves (Springer), vol. 30, pp 598-610, 2009.

  • R. M. Makwana, V. K. Thakar, and N. C. Chauhan. Extraction of Illumination Invariant Features using Fuzzy Threshold based Approach. International Journal of Computer Applications (IJCA), Special Issue on Int. Conf. Intelligent Systems & Data Processing (ICISD-2011), pp. 25-31, 2011.

  • R. M. Makwana, V. K. Thakar, and N. C. Chauhan. Fuzzy measure based adaptive methods for illumination invariant face recognition. International Journal of Computational Intelligence and Applications (IJCIA), vol. 10, No. 3, pp 313-333, 2011.

  • R. Sheth, N. C. Chauhan, M. M. Goyani, and K. A. Mehta. Handwritten Character Recognition System using Chain code and Correlation Coefficient. International Journal of Computer Applications, Special Issue on International Conference on Recent Trends in Information Technology, March 2012.

  • S. Vahora, N. C. Chauhan, and N. Prajapati. A robust method for moving object detection using modified statistical mean method. International Journal of Advanced Information Technology (IJAIT) Vol. 2, No.1, February 2012.

  • S. S. Shah, N. C. Chauhan, and S. D. Bhanderi. Incremental Mining of Association Rules: A Survey. International Journal of Computer Science and Information Technologies (IJCSIT), Vol. 3 (3), pp 4071-4074, 2012.

  • T. Y. Gajjar, and N. C. Chauhan. A Review on Image Mining Frameworks and Techniques. International Journal of Computer Science and Information Technologies (IJCSIT), Vol. 3 (3), pp 4064-4066, 2012.

  • H. A. Shah, and N. C. Chauhan. Recognition of Human Actions in Video. International Journal on Recent and Innovation Trends in Computing and Communication (IJRITCC), vol. 1 (5), pp 489-493, May 2013.

  • J. Modi, and N. C. Chauhan, Frequent Pattern Mining for Multi -Relational Databases Using Candidate Generation. International Journal of Research in Engineering & Advanced Technology, Vol. 1 (3), June-July, 2013.

  • F. M. Christian, N. C. Chauhan, and N. B. Prajapati, A Comparative Study of Frequent Pattern Recognization Techniques from Stream Data. International Journal of Innovative Research in Computer and Communication Engineering, Vol. 2, Issue 1, January 2014.

  • F. M. Christian, N. C. Chauhan, and N. B. Prajapati, Frequent pattern recognition from stream data using compact data structure. International Journal of Advance Engineering, Vol.1 (5), May-2015.

  • K. A. Kshatriya, N. C. Chauhan, and K. J. Sharma, A comparative study of sequential pattern mining algorithms. International Journal of Research in Information Technology, Vol. 2(3), pp 120-127, March-2014.

  • K. R. Jain, and N. C. Chauhan, Efficacy of Digital Image Processing Techniques in Intra Oral Dentistry. International Journal of Current Engineering and Scientific Research, Vol.2 (2), 2015.

  • S. A. Shah and N. C. Chauhan, Classification of Brain MRI Images using Computational Intelligent Techniques. International Journal of Computer Applications 124(14):27-35, August 2015.

  • S. A. Shah and N. C. Chauhan. An Automated Approach for Segmentation of Brain MR Images using Gaussian Mixture Model based Hidden Markov Random Field with Expectation Maximization. Journal of Biomedical Engineering and Medical Imaging 2.4 (2015): 1, UK.

  • S. A. Shah, and N. C. Chauhan. Techniques for Detection and Analysis of Tumours from Brain MRI Images: A Review. Journal of Biomedical Engineering and Medical Imaging 3.1 (2016): 09, UK.

  • D J Prajapati, S Garg, and N C Chauhan. MapReduce Based Multilevel Consistent and Inconsistent Association Rule Detection from Big Data Using Interestingness Measures. Big Data Research, vol.9, pages 18�?27, 2017 (Elsevier)

  • S A Vahora and N C Chauhan, �"Deep neural network model for group activity recognition using contextual relationship�", Eng. Sci. Tech., Int. J. (Elsevier) September 2018.

  • S A Vahora and N C Chauhan, Group Activity Recognition Using Deep Autoencoder with Temporal Context Descriptor, International Journal of Next Generation of Computing, Vol.9, No.3, November 2018.

  • N. C. Chauhan, M. V. Kartikeyan, and A. Mittal. Design of RF window using multi-objective particle swarm optimization. In Proceedings of International Conference on Recent Advances in Microwave Theory and Applications (MICROWAVE-08), pages 34-37, University of Rajasthan, Jaipur, India, November 21-24, 2008.

  • N. C. Chauhan, B. R. Vasista, M. S. Reddy, M. V. Kartikeyan, and A. Mittal. Modified bacterial foraging optimization and its application for the design of a nonlinear taper. In Proceedings of International Conference on Advances in Computing Technologies (ICACT-2008), Pages 23-28, Hyderabad, India, December 26-27, 2008.

  • N. C. Chauhan, D. Aggarwal, R. Banga, A. Mittal, and M. V. Kartikeyan. Parallelization of particle swarm optimization and its implementation on scalable multi-core architecture. IEEE International Advance Computing Conference (IACC-2009), Thaper University, Patiala, India, March 6-7, 2009.

  • N. C. Chauhan, M.V. Kartikeyan. Application of soft computing techniques for the design optimization of specific components of high power gyrotrons. 5th IAEA Technical Meeting on ECRH Physics and Technology for Large Fusion Devices, ITER-India, Institute for Plasma Research, Gandhinagar, India, 18-20 February 2009.

  • M. P. Patel, and N. C. Chauhan. An image segment based local stereo matching algorithm. International Conference on Signals, Systems and Automation (ICSSA-09), GCET, Gujarat, India, 28-29 Dec, 2009. (A Poster Presentation)

  • K. V. Joshi, and N. C. Chauhan. An edge detection and support vector machine based approach for human ear detection and verification. In Proc. International Conference on Intelligent Systems and Data Processing (ICISD-2011), GCET, V.V. Nagar, January 24-25, 2011.

  • H. Bhatt, and N. C. Chauhan. Scene change detection and texture classification based video watermarking in wavelet domain. In Proc. International Conference on Intelligent Systems and Data Processing (ICISD-2011), GCET, V.V. Nagar, January 24-25, 2011.

  • R. M. Makwana, V. K. Thakar, and N. C. Chauhan. Fuzzy Threshold based Local Binary Pattern for Illumination Invariant Face Recognition. In Proc. International Conference on Signals, Systems and Automation (ICSSA-2011), GCET, V.V. Nagar, January 24-25, 2011.

  • K. V. Joshi, and N. C. Chauhan. A template matching and support vector machine based approach for human ear detection and verification. In Proc. International Conference on Information, Signals, and Communications (ICISC-2011), ADIT, New V.V. Nagar, February 5-6, 2011.

  • R. M. Makwana, V. K. Thakar, and N. C. Chauhan. Segmentation of Illuminated Face Image Regions Using Fuzzy Based Methods. In Proc. International Conference on Information, Signals, and Communications (ICISC-2011), ADIT, New V.V. Nagar February 5-6, 2011.

  • R. Sheth, and N. C. Chauhan. A Handwritten Character Recognition System Using Correlation Coefficient. In Proc. International Conference on Innovative Science and Engineering Technology (ICISET-2011), V.V.P. Engineering College, Rajkot, April 8-9, 2011.

  • S. Vohra, N. Prajapati, and N. C. Chauhan. A Review of Moving Object Detection Methods for Visual Surveillance. International Conference on Advances in Engineering & Technology -2011, EGS Pillay Engineering College, Nagapattinam, Tamilnadu, May 27-28, 2011.

  • R. Sheth, N. C. Chauhan, M. M. Goyani, and K. A. Mehta. Chain code based handwritten character recognition system using neural network and support vector machine. International Conference on Recent Trends in Information Technology and Computer Science (ICRTITCS-2011), Mumbai, Dec 9-10, 2011.

  • S. Vohra, N. C. Chauhan, and N.B. Prajapati. Moving object detection using incremental statistical mean technique. Second International Conference on Computer Science and Information Technology (CCSIT-2012), Banglore, January 2-4, 2012.

  • J. R. Mangrolia, and N. C. Chauhan. Intelligent video surveillance: Concepts, Review and Open Issues. International Conference on Information, Knowledge & Research in Engineering, Technology & Sciences-2012 (ICIKR-ETS-2012), Rajkot, March 24-25, 2012.

  • S. Shah, N. C. Chauhan, and S. D. Bhanderi. An incremental mining algorithm using modified inverted matrix. Proc. International Conference on Recent Trends in Computer Science (ICSE2012), Recent Science Chapter, Anna University, Chennai, pages 629-634, July 02, 2012.

  • K. R. Jain, and N. C. Chauhan. Etiology of Idiopathic Resorption in Oral Mucasa. 1st International Conference on Computing, Communication, Electrical, Electronics, Devices and Signal Processing (CCEEDS), Hyderabad, India, 28-30 March, 2015.

  • A. Sanghani, N. Bhatt, and N. C. Chauhan. A Review of Soft Computing Techniques for Time Series Forecasting. In Proceedings of IEEE Sponsored 3rd International Conference on Innovations in information Embedded and Communication Systems (ICIIECS�?16), Coimbatore, TN, India, 17-18 March, 2016.

  • S. R. Visavalia and N. C. Chauhan. Women Entrepreneurship in India: Present Status, Challenges and Recommendations. International Conference on Women in Science & Technology: Creating Sustainable Career. BVM Engineering College, Anand, Gujarat, 28-30 January, 2016.

  • A. Bhatia, N. M. Patel and N. C. Chauhan. Parallel implementation of face detection algorithm on GPU. In Proceedings of 2nd International Conference on Next Generation Computing Technologies (NGCT-2016), IEEE Xplore, pp. 674-677, Dehradun, India, 14-16 October 2016.

  • P. Patel, K. J. Sharma, and N. C. Chauhan. A Study on Sequential Pattern Mining Approaches and Its Applications to Education Data Mining. In Proceedings of International Conference on Research and Innovation in Science, Engineering & Technology, 17-19 February, 2017.

  • G. Saha, and N. C. Chauhan. Numerical Weather Prediction using Nonlinear Auto Regressive Network for the Manaus Region, Brazil. In Proc. IEEE International Conference on Innovations in Power and Advanced Computing Technologies (i-PACT-2017), VIT University, Vellore, TN, India, 21-22 April, 2017.

  • R. M. Makwana, V. K. Thakar, and N. C. Chauhan. CLBP based feature extraction method for illumination invariant face recognition. ADIT Journal of Engineering, Vol. 8, No. 1, pp 3-14, September 2011.

  • H. Patel, V. K. Thakar, and N. C. Chauhan. Design and Optimization of Microstrip Low Pass Filter using Particle Swarm Optimization. ADIT Journal of Engineering, Vol. 11, No. 1, pp 18-21, December 2014.

  • L. Patni, A. Gupta, R. Yadav, N. C. Chauhan, M. V. Kartikeyan, and A. Mittal. Design and optimization of microwave components using genetic algorithms. National Symposium on Vacuum Elect. Devices & Applications (VEDA-2006), CEERI, Pilani, October 11-13, 2006.

  • L. Patni, A. Gupta, R. Yadav, N. C. Chauhan, M. V. Kartikeyan, and A. Mittal. AnDOCs - An Iterative Engine using GA Optimization for Design of Microstrip Antenna. Proc. National Conference on Recent Advancements in Microwave Techniques and Applications (MICROWAVE-2006), University of Rajasthan, Jaipur, pp.49-53, Oct 2006.

  • N. C. Chauhan, S. Kamakshi, A. Kumar, D. Wagner, M. V. Kartikeyan, A. Mittal, and M. Thumm. Design and optimization of nonlinear tapers for high power gyrotrons. National Symposium on Plasma (PLASMA-2007), Institute of Plasma Research, Gandhinagar, India, December 2007. (A poster presentation)

  • N. C. Chauhan, M. V. Kartikeyan, and A. Mittal. Design of critical output components of high power gyrotrons using particle swarm optimization. In Proceedings of National Symposium on Vacuum Electronic Devices & Applications (VEDA-2009), pages Gyro3.1-Gyro3.3, Institute of Technology, Banaras Hindu University, Varanasi, India, January 8-10, 2009.

  • R. Sheth, and N. C. Chauhan. A review on handwritten character recognition systems. In Proceedings of National Conference on Technology Driven Society, SRIMCA, 11-12 February, 2011.

  • S. Singh, and N. C. Chauhan. A Comparative Study: k-means v/s k-medoids. National Conference on Recent Trends in Engineering & Technology (NCRTER-2011), BVM Engineering College, 13-14 May, 2011.

  • N. C. Chauhan, M. V. Kartikeyan, and A. Mittal, "Soft Computing Methods for Microwave and Millimeter-wave Design Problems", Studies in Computational Intelligence Series, Springer-Verlag, Berlin-Heidelberg, Germany, March 2012 (ISBN 978-3-642-25562-5).

  • K. R. Jain, and N. C. Chauhan. An Automatic Segmentation Approach towards the Objectification of Cyst Diagnosis in Periapical Dental Radiograph. In Springer Book Series �?Smart Innovations, Systems and Technologies�? Eds. S C Satapathy, and A Joshi, vol. 83, Information and Communication Technology for Intelligent Systems (ICTIS-2017) Volume1, Springer International Publishing, August, 2018. (ISSN: 2190-3018, ISBN: 978-3-31963672-6)

  • "Interesting Association Rule Mining with Consistent and Inconsistent Rule Detection from Big Sales Data in Distributed Environment", Future Computing and Informatics Journal (Elsevier), Volume 2, pp. 19-30, April, 2017.

  • "A review on Face detection algorithms and implementation of Viola-Jones on GPU", presented at a National Conference on "Emerging Research Trends in Engineering", VGEC Chandkheda, 4-6 April-2016.

  • Frequent pattern Recognization from stream data using compact data structure, International Journal of Advance Engineering and Research Development, Vol.1(5), May-2014.

  • A Comparative Study of Frequent Pattern Recognition Techniques from Stream Data", International Journal for Advance Research in Electrical, Electronics and Instrumentation Engineering, Vol.3 (2), Feb-2014 (To be published

  • Some Investigations on Machine Learning Techniques for Automated Text Categorization" International Journal of Computer Applications, Vol.71(3), May-2013.

  • H A Shah, and N C Chauhan "Frequent Pattern Mining for Multi Relational Databases using Candidate Generation" International Journal of Research in Engineering and Advanced Technology, Vol.1 (3), June-July-2013.

  • R Sheth and N C Chauhan, "PCA based Handwritten Character Recognition System using Support Vector Machine and Neural Network", in IC2IT 2012, organized by IEEE Thailand Section, Thailand in May 2012.

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