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Dr. Shweta Dour

Assistant Professor

School: Engineering And Technology
Email Id: shwetad@nuv.ac.in

Dr. Shweta Dour is an Assistant Professor in the School of Engineering and Technology at Navrachana University, Vadodara. She holds a Ph.D. in the area of Image Processing with the application to Sign Language Recognition. With more than 21 years of teaching experience, Dr. Shweta Dour has built a substantial career in academia, specializing in electrical engineering and technology. In the role as Assistant Professor, she has accumulated a wealth of experience in curriculum development and student engagement.   

 Academic background/Qualification 

  • Ph.D. in the area of Image Processing with the application to Sign Language Recognition. 
  • Academic background belongs to Electronics and Communication  

Professional or Industrial Experience 

  • More than 21 years of Teaching Experience  

Teaching 

Dr. Shweta Dour teaches a comprehensive array of courses that span several core and specialized areas in Electrical Engineering, Electronics, and Telecommunications. Her teaching portfolio includes: 

  • Microprocessors and Microcontrollers: Introduction to Microprocessors, Microcontroller 
  • Digital Systems and Electronics: Digital Electronics, Digital Computer Architecture, Analog and Digital Communication, Analog Electronics 
  • Networking and Telecommunication: Networking Basics, Telecommunication Engineering Fundamentals, Mobile Communication 
  • Fundamental Engineering Courses: Introduction to Electrical Engineering, Circuit and Network Analysis, Semiconductor Devices, Analog Circuits and Instrumentation 
  • Advanced Topics: Digital Signal Processing, Optimization Techniques, Television and Video Engineering, Fundamentals of IoT 
  • Research and Methodologies: Research Methodology 
  • Workshops and Practical Training: Workshop for IT 

These courses cover a broad spectrum, preparing students for both theoretical knowledge and practical applications in engineering disciplines 

Dr. Dour’s teaching philosophy likely reflects her extensive experience and expertise across multiple disciplines of electrical and electronics engineering. She encourages students to engage in hands-on learning through lab work, projects, and workshops to enhance their understanding.  

Area of Expertise and Research 

  •  Image Processing and Computer Vision  
  • Deep Learning methods applied to Image Processing applications.

Publications  

  • Kishori Sudhir Shekokar, Shweta Dour, “Dynamic Seizure Recognition: Invelling Epileptic Patterns with CNN-LSTM Networks” International Journal of Electrical and Electronics Engineering, Volume 11 Issue 5, 2024 pp. 199-211, 2024 https://doi.org/10.14445/23488379/IJEEE-V11I5P118
  • Kishori Sudhir Shekokar, Shweta Dour,“CNN-LSTM Network for Epileptic Seizure Detection”, European Chemical Bulletin, Volume 12, Issue 7,2023,828-837 doi: 10.48047/ecb/2023.12.si7.062
  • Hetal Desai, Shweta Dour, Pramod Modi“Grid Forming Inverters to Strengthen Frequency Stability of a Very Low Inertia System: A State of the Art”, Interwoven: An Interdisciplinary Journal of Navrachana University, December 2022
  • Kishori Sudhir Shekokar and Shweta Dour, “A Survey on Deep Learning Methodologies for Neurological Disorders- Alzheimer’s, Autism, Epilepsy” Vol. 5, Issue 2,September 2022 Interwoven: An Interdisciplinary Journal of Navrachana University
  • Shekokar, K.S. and Dour, S. (2022), “Automatic epileptic seizure detection using LSTM networks”, World Journal of Engineering, Vol. 19 No. 2, 2022 pp. 224-229. https://doi.org/10.1108/WJE-06-2021-0348
  • Shweta Dour ,J M Kundargi “Design of ANFIS System for Recognition of single hand and two hand signs for Indian Sign Language” International Journal of Applied information systems. Volume ICWAC, Number 2 ISSN 2249-0868
  • Shweta Dour , M. M. Sharma “Review of Literature for the Development of Indian Sign Language Recognition System” International Journal of Computer Applications Volume 132 – No.5, December2015, ISSN 0975 – 8887
  • Shweta Dour , M. M. Sharma “Recognition of Alphabets of Indian Sign Language by Sugeno type Fuzzy Neural Network” International Journal of Scientific and Research Publications, Volume 6, Issue 3, March 2016 442 ISSN 2250-3153
  • Atik Patel, Himja Pathak ,Saima Patel, Shweta Dour, Rohit Negi, “Power Theft Detection On Distribution Line And Meter Tampering” International Journal of Engineering Research in Electronics and Communication Engineering Volume 4 issue 4, ISSN 2394-6849
  • Anjali Patel, Anushruti Ganavsa , Shweta Dour, Rohit Negi, “Plant Health Indication Robot” International Journal of Innovative Research and Advanced Studies , Volume 4 issue 5, ISSN 2394-4404
  • Shweta Dour , Rishikesh Shukla, Dishita Makwana, Neelima Satuluri ,Lakshmi Mahiwal, “Vending Machine Using 8051 Micro Controller” International journal of Advanced Research in Science and Engineering Volume 6 issue 5 , ISSN 2318-8354

Conferences/Seminars

  • Hetal Desai, Shweta Dour, Pramod Modi, “Analysis of Stand-Alone Grid Forming Inverter with PI Controller: A Modelling Approach” International Conference on Artificial Intelligence and Automation Technology, 24-25 May, 2024
  • Kishori Shekokar; Shweta Dour; “ Identification of Epileptic Seizures using CNN on Noisy EEG signals” 6th International Conference on Electronics, Communication and Aerospace Technology [ICECA 2022]  RVS Technical Campus, Coimbatore, Tamil Nadu, India ,1-3, December 2022
  • Priya J Payyappilly, Shweta Dour,  “IoT Communication to Capture and Store Data to Thingspeak Cloud using NodeMCU and Ultrasonic Sensor”, International Conference on Intelligent Cyber Physical Systems and Internet of Things    (ICOICI 2022), JCT College of Engineering and Technology, Coimbatore, Tamil Nadu, India August 11-12, 2022
  • Kishori Shekokar; Shweta Dour; Gufran Ahmad “Epileptic Seizure Classification using LSTM” IEEE 8th International Conference on Signal Processing and Integrated Networks (SPIN) 26-27 Aug 2021. DOI: 10.1109/SPIN52536.2021.9566118
  • Ms. Hetal Desai, Dr. Shweta Dour, Dr. Pramod Modi “A review on modelling & control of grid integrated inverters for power grid dynamics” International Conference on Advances in Science, Engineering and Technology (ICASET-2021) Pondicherry​ 29th-30th Dec 2021.
  • Shweta Dour, J M Kundargi “A Neuro Fuzzy Approach for Hand Gesture Recognition” in the international conference proceedings of ICWET 2012.
  • Shweta Dour ,J M Kundargi “Design of ANFIS System for Recognition of single hand and two hand signs for Indian Sign Language” in international conference proceedings of Multicon 2013.
  • Shweta Dour , “Skin Detection method for Indian Sign Language Recognition” in International Conference on Advanced Trends in Engineering and Technology , ICATET December 2013.
  • Shweta Dour “Fuzzy Model Identification and Training for Sample Data of Indian Sign Language” in International Conference on Computer , electrical and Electronics Engineering for IETE Cynosure December 2013.
  • Smruti Bhawalkar, Urvashi Kohli, Priya Dave, Shweta Dour, “Automatic Bottle Filling & Control System” ICSPR – 2019 “Smart Grid, power Electronics and Renewable Energy 2019”, Jaipur Engineering College and Research Centre, April 5-7, 2019
  • Zainab Fatima, Alisha Patel, Romee Kaushal, Shweta Dour, Kiran Badwaik, “Head Gesture Controlled Smart Wheel Chair”, ICSPR -2019 “Smart Grid, power Electronics and Renewable Energy 2019”, Jaipur Engineering College and Research Centre, April 5-7, 2019
  • Shijo George Jacob, Hardi parikh, Hardik Patel, Hariomsinh Bahti, Shweta Dour , “Hand Gesture controlled Smart Wheelchair” ,    Proc. of  1st International Conference in Automation in Industries ICAI 2016, 5-6, April, 2016, Junagarh, India, pp. 80-85.
  • Aakash Thappa, Deep Raval, Rahul Nair, Rinoy Vargheese, Shweta Dour, “Power Billing Alert System via SMS”, Proc. of International Conference on Emerging Trends in Engineering and Technology, Vadodara, 15 May, 2016, India, pp. 66-71.
  • Keval Shah, Kevin Kachhia, Rahul Suthar, Maitrey Pandya, Krishna Tiwari, Shweta Dour, “Smart Card Based Health Care Monitoring System”, Proc. of International Conference on Emerging Trends in Engineering and Technology, Vadodara, 15 May, 2016, India, pp. 62-65.
  • Shivam D Joshi , Advaya Pradhan , Shubham Sharma , Shweta Dour, Rohit Negi “7-Level Inverter using 5-switches with various PWM techniques” Proc. of International Conference on Advances in Computing, Communication, Organized by Maharaja Sayajirao University of Baroda (Science and Technology)25-26 February, 2017, published in Journal for the University with ISSN: 0025-0422.
  • Shivani Sagar, Shanu Singh, Amit kataria, Mansvi Kulkarni, Shweta Dour , “Wearable Assistive device for the deaf and dumb”,    Proc. of  Ist International Conference in Automation in Industries ICAI 2016, 5-6, April, 2016, Junagarh , India, pp. 74-79.
  • Gaurav  Uniyal, Disha Bhadauria, Parth Patel, Shweta Dour , “Color Tracking based Virtual Mouse”,    Proc. of  1st International Conference in Automation in Industries ICAI 2016, 5-6, April, 2016, Junagarh, India, pp. 118-123

Training/Workshops

  • Attended STTP on “ Chip Design Flow: Behavior to Layout 2024 Workshop” , May 16, 2024 to May 22, 2024 organized by -Indian Institute of Information Technology and Management, Gwalior.
  • Attended STTP on “Recent Technologies in E- Mobility and Battery Management”, Jan 9, 2023 to Jan 13, 2023 organized by Jai Sriram Engineering College, Tirupur, Tamil Nadu
  • Attended Workshop on “Intellectual Property Rights (IPR) – Patents and Design filing, Scheduled on 08 Feb, 2023
  • Attended One Week International Workshop (Online) Blockchain Technology for the Internet of Medical Things.” IEEE MNIT Jaipur, October 20, 2022
  • Attended One Week International Workshop (Online) “5G, IoT and Artificial Intelligence: Research Trends and Applications” Department of Electronics and Communication Engineering, Atria Institute of Technology, Bengaluru. In association with IEEE Bangalore Section- Information Theory Society Chapter, IETE Bangalore, September 27 to October 1, 2021.
  • Attended One Week International Workshop (Online) “MIMO and Beamforming Antennas for Wireless and Satellite Applications” organized by “IEEE Antenna & Propagation Society (APS) Chapter – Jaipur in association with IEEE Young Professionals Affinity Group, Bangalore Section, April 26 to 30, 2021.
  • Attended one week Lecture series on(Online) “Recent trends in RF and its Application” organized by IEEE society and MNIT Jaipur, June 26 to 30, 2020.
  • Attended a five days STTP on(Online) “Sensor, IoT & Machine Learning” from 1st June 2020 to 5th June 2020 conducted by, K. J. Somaiya College of Engineering, Vidyavihar, Mumbai.
  • Attended Webinar on(Online) “Demystifying Machine Learning and Deep Learning” On 17th July 2020, organized by JECRC, Jaipur
  • Attended Webinar on(Online) “Demystifying Internet of Things (IoT): The Technology for Connected Word”  Sep 16, 2020, organized by JECRC, Jaipur
  • Attended Webinar on(Online) “IoT Protocols: Design and Challenges for Wireless Communication System”Oct 03, 2020, organized by JECRC, Jaipur
  • Attended Webinar on(Online) “Data Analytics: Adoption of IOT solution to increase data collection” “Dec 23, 2020, organized by JECRC, Jaipur
  • Attended two weeks ISTE STTP on “Introduction to design of algorithms” conducted by IIT Kharagpur from 27th April to 24th May 2015 (online activity equivalent to one week ) and Physical Participation at Remote center from 25th May to 30th May 2015 at Sardar Vallabhbhai Institute of Technology, VASAD.
  • Attended a five days STTP on “Mixed Signal IC Design – Emphasis on Data Converters” at MANIT Bhopal from 16th Nov to 20th Nov 2015.
  • Attended a workshop “Image Processing and Applications” at Sardar Vallabhbhai Patel national institute of Technology, SVNIT Surat, on 4th April 2015.
  • Attended a two days workshop “Electronics Circuit simulation using SEQUEL” at Babaria Institute of Technology, Vadodara, on 8th and 9th May 2015.
  • Attended International Workshop on Image Processing and Clustering – Theory, Algorithms and Applications at M S University Vadodara, 22-23 January, 2014.
  • Attended One day National Seminar on “Applications of Mathematics in Engineering” at PDPU, on 29th March, 2014.
  • Attended Two days National Seminar on “Amateur Radio Digital Information and Communication technologies.” at Sardar Vallabhbhai Patel National institute of Technology, SVNIT Surat, on 8th and 9th, September 2014.
  • Attended a workshop organized by Mathworks on Data Analytics with MATLAB, on September 3, 2014.
  • Attended two days International Seminar on “International Workshop on Image Processing and Clustering – Theory, Algorithms and Applications” at IEEE Gujarat Section and Sardar Vallabhbhai Patel National Institute of Technology, SVNIT, on 19th and 20th, September 2014
  • Attended two days International Seminar on “International Workshop on Image Processing and Clustering – Theory, Algorithms and Applications” at IEEE Gujarat Section and Sardar Vallabhbhai Patel National Institute of Technology, SVNIT, on 19th and 20th, September 2014.
  • Attended a workshop organized by Mathworks on MATLAB and Simulink for Engineering Education, on July 12, 2013.

Awards/Honors

INDIAN PATENT

  • “A Deep Learning-based Skin Segmentation System And a Method For The Same” Indian Patent Number  202321031674, June16, 2023
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