
Profile
Name : | Dr. Vibha Patel |
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Qualification: | Ph.D. (Computer Engineering) |
Designation: | Assistant Professor |
Department: | Information Technology |
Experience: | 15 years |
Email: | vibha.patel@scet.ac.in |
Courses / Subject involved: | Machine Learning, Artificial Intelligence, Deep Learning, Data Science, Data Mining and Business Intelligence, Database Management System |
Extra Duty
Research Projects
Patents/Copyrights
Books Published
Research Publications
Book Chapter | |
1 | Vibha Patel, Jaishree Tailor, Amit Ganatra (2022), "Evaluation of Machine Learning Algorithms for Electroencephalography-Based Epileptic Seizure State Recognition". In: Reddy, V.S., Prasad, V.K., Wang, J., Reddy, K. (eds) Soft Computing and Signal Processing. ICSCSP 2021. Advances in Intelligent Systems and Computing, vol 1413, pp 35–48. Springer, Singapore. Print ISBN: 978-981-16-7087-9, Online ISBN: 978-981-16-7088-6, https://doi.org/10.1007/978-981-16-7088-6_4. |
2 | Vibha Patel, Jaishree Tailor, Amit Ganatra (2021), Handling Class Imbalance in Electroencephalography Data Using Synthetic Minority Oversampling Technique. In: Singh, M., Tyagi, V., Gupta, P.K., Flusser, J., ¨ Oren, T., Sonawane, V.R. (eds) Advances in Computing and Data Sciences. ICACDS 2021. Communications in Computer and Information Science, vol 1441. Springer, Cham. Print ISBN: 978-3-030-88243-3, Online ISBN: 978-3-030-88244-0, https://doi.org/10.1007/978-3-030-88244-0_2. |
3 | Vibha Patel, Sanjay Buch, Amit Ganatra (2019), A Review on EEG Based Epileptic Seizure Prediction Using Machine Learning Techniques. In: Pandian A., Ntalianis K., Palanisamy R. (eds) Intelligent Computing, Information and Control Systems. ICICCS 2019. Advances in Intelligent Systems and Computing, vol 1039, pp. 384-391. Springer, Cham. Print ISBN: 978-3-030-30464-5, Online ISBN: 978-3-030-30465-2, https://doi.org/10.1007/978-3-030-30465-2_43. |
International Journals | |
1 | Vibha Patel, Dharmendra Bhatti, Amit Ganatra (Accepted), "Patient-Specific approach for automated epileptic seizure state detection based on deep learning", International Journal of Biomedical Engineering and Technology (Inderscience Publishers – Scopus, ESCI Indexed), ISSN online: 1752-6426, ISSN print: 1752-6418. |
2 | Vibha Patel, Dharmendra Bhatti, Amit Ganatra, Jaishree Tailor, (2024) "EEG-based epileptic seizure state detection using deep learning" in the International Journal of Modelling, Identification and Control (Inderscience Publishers – Scopus, ESCI Indexed), vol.44, Issue 1, pp 57-66. ISSN online: 1746-6180, ISSN print: 1746-6172, https://doi.org/10.1504/IJMIC.2024.135541. |
3 | Vibha Patel, Dharmendra Bhatti, Amit Ganatra, Jaishree Tailor, (2022) "An automated approach for EEG-based Seizure Detection using Machine Learning Algorithms" in the International Journal of Intelligent Engineering Informatics (Inderscience Publishers – Scopus, ESCI indexed), Vol. 10, No. 4, pp.332–358. ISSN online: 1758-8723, ISSN print: 1758-8715, https://doi.org/10.1504/IJIEI.2022.10052919. |
4 | Vibha Patel, Jaishree Tailor, Amit Ganatra (2021), "Essentials of predicting epileptic seizures based on EEG using Machine Learning: A Review" in The Open Biomedical Engineering Journal (Scopus Indexed), 15(1), 90–104. ISSN (Online): 1874-1207/21. https://doi.org/10.2174/1874120702115010090. |
5 | Vaibhavi Mistry, Vibha Patel, “Weather Condition Prediction Using Semi-Supervised Data Mining Technique.” in International Journal of Engineering Trends and Technology (IJETT), Volume 20, Number 4, ISSN: 2231-5381, Feb 2015. |
6 | Vaidya Vishmay, Vibha Patel, "Comparison on Various Pixel based Image Fusion Techniques" in IJSRD - International Journal for Scientific Research & Development, Vol. 2, Issue 02, 2014, ISSN (Online): ISSN 2321-0613. |
7 | Pranav Rangwala, Vibha Patel, "A review on fraud detection in cloud using data mining", International Journal of Advance Engineering and Research Development (IJAERD), Volume 1,Issue 3, April 2014. |
International Conference | |
1 | Vrundali Patel, Bipasha Shukla, Rachna Patel, Vibha Patel, presented a paper titled "Atmospheric Chemistry mission: Advancement in Remote sensing Earth Observation and Air Pollution Impact on Human Health", in the International Conference on Emerging Trends in Digital Technology (ICETDT)-2025 on 25th February 2025. |
2 | Bhandari Anjali, Vibha Patel, and Mihir Patel. "A survey on traffic congestion detection and rerouting strategies." In 2018 2nd International Conference on Trends in Electronics and Informatics (ICOEI), pp. 42-44. IEEE, 2018.DOI: 10.1109/ICOEI.2018.8553965. |
3 | Solanki Vaibhavi, Vibha Patel, and Supriya Pati, "Brain MRI image classification using image mining algorithms." In 2018 Second International Conference on Computing Methodologies and Communication (ICCMC), pp. 516-519. IEEE, 2018. DOI: 10.1109/ICCMC.2018.8487690. |
4 | Mansur Farhin, Vibha Patel, and Mihir Patel, "A review on recommender systems." In 2017 International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS), pp. 1-6. IEEE, 2017. DOI: 10.1109/ICIIECS.2017.8276182. |
5 | Dastanwala Priyanka B., and Vibha Patel, "A review on social audience identification on twitter using text mining methods." In 2016 international conference on wireless communications, signal processing and networking (WiSPNET), pp. 1917-1920. IEEE, 2016. DOI: 10.1109/WiSPNET.2016.7566476. |
6 | Shah Foram P., and Vibha Patel, "A review on feature selection and feature extraction for text classification." In 2016 international conference on wireless communications, signal processing and networking (WiSPNET), pp. 2264-2268. IEEE, 2016. DOI: 10.1109/WiSPNET.2016.7566545. |
7 | Vibha Patel and Amit Ganatra presented a paper titled “Modeling of Time-series using Hybrid CART-MARS” at 3rd International Conference on Data Management (ICDM 2010), March 11-12, 2010, IMT Ghaziabad (published in Book: “Innovations And Advances In Data Management" Publisher: Macmillan Publishers India (2010), ISBN-10: 0230329802, ISBN-13: 978-0230329805, ASIN: B00726TVR8. |
National Conference | |
1 | Paper titled “A Review on Intrusion Detection System using different Classification Methods” was presented in National Conference on "Recent Advances in Engineering for Sustainability" on 29th and 30th May, 2015, (Conference Proceeding ISBN: 978-93-83767-30-4.) |
2 | Paper titled “A Review on Different Techniques of Document Clustering” was presented in National Conference on "Recent Advances in Engineering for Sustainability" on 29th and 30th May, 2015, (Conference Proceeding ISBN: 978-93-83767-30-4). |
3 | Paper titled “Whether Prediction using Data Mining Techniques” was presented in National Conference on "Recent Advances in Engineering for Sustainability" on 29th and 30th May, 2015, (Conference Proceeding ISBN: 978-93-83767-30-4). |
Expert Lectures Delivered
Achievements / Awards
Administrative Duties
1 | Superintendent – University Examination, UTU (Winter 2025): Led the administration of university examinations, supervised overall exam center operations, ensured adherence to university guidelines, and coordinated with faculty and staff for secure and efficient conduct of exam. |
2 | Institute SPOC for Smart India Hackathon (2023 & 2024): Coordinated institutional participation, mentored student teams, managed communication with organizing bodies, facilitated submission and evaluation processes, and organized internal hackathons at the institute level. |
3 | Worked as Head of the Department for Computer Engineering and Artificial Intelligence & Data Science at Chhotubhai Gopalbhai Patel Institute of Technology (CGPIT), Uka Tarsadia University (UTU), Bardoli, from March 2023 to June 2025. |
4 | Senior Supervisor – University Examinations, UTU (Summer & Winter 2017) |
Membership of Professional Bodies
1 | Life Member of ISTE (LM96305) |
2 | Life Member of Institute of Engineers (AM166382) |
Workshop / Seminar / STTP
1 | Attended the AICTE Training And Learning (ATAL) Academy Faculty Development Program on “AI and Explainable AI in Healthcare: Current Trends and Future Research” at Sarvajanik College of Engineering and Technology, Surat, from 25th to 30th November 2024. |
2 | Organized a one-day workshop on “End-to-End Machine Learning: Mastering Each Phase of Your Project” at CGPIT, Bardoli on 28th September 2024. |
3 | Attended a GUJCOST-sponsored five-day STTP on “Blockchain Technology and Its Applications” organized by the Department of Information Technology and Cyber Security, CGPIT, UTU, from 1st to 5th November 2022. |
4 | Attended a one-week online Faculty Development Programme on “Machine Learning to Deep Learning: Trends and Challenges,” sponsored by GUJCOST and IE(India), at MBIT, CVM University, from 13th to 18th December 2021. |
5 | Attended a five-day online STTP on “Recent Trends in Information Security and Privacy” sponsored by GUJCOST and DST, organized by the IT Department, SCET, Surat, from 25th to 29th October 2021. |
6 | Attended the AICTE ATAL Online FDP on “Wearable Devices” organized by Kongu Engineering College, from 14th to 18th September 2020. |
7 | Attended the AICTE ATAL Online FDP on “Precision Health Technology” conducted by Coimbatore Institute of Technology, from 21st to 25th September 2020. |
8 | Attended a two-week FDP on “Practicing and Developing Cloud with AWS Services” organized by AWS Academy at CGPIT, UTU, from 26th September to 10th October 2020. |
9 | Attended a one-week Online International FDP on “Skilling Teachers for Online Education” organized by the Department of Humanities, UTU, from 2nd to 6th June 2020. |
10 | Attended “The BodhiTree and SAFE Tools for Effective Online Teaching: A Hands-On Workshop,” funded by PMMMNMTT, MHRD, Government of India, and organized by the Teaching Learning Centre (ICT) at IIT Bombay, from 18th to 20th June 2020. |
11 | Attended a one-week National Level e-FDP on “Comprehensive Quality Initiatives for Higher Education in Pandemic Era,” organized by the Internal Quality Assurance Cell of UTU, from 26th to 30th May 2020. |
12 | Attended an AICTE-sponsored one-week STTP on “Deep Learning, Machine Learning and Pattern Recognition” organized by the Faculty of Electronics and Communication Engineering, SCET, Surat, from 24th to 29th November 2019. |
13 | Attended GUJCOST sponsored one-day workshop on 'Role of IPR in Innovation Management for Academia –Industry Collaboration' on 18th October, 2019 organized by Department of Electrical Engineering, C. G. Patel Institute of Technology, Uka Tarsadia University. |
14 | Attended a TEQIP-III sponsored five-day STTP on “Deep Learning Applications (DLA 2019)” organized by the Computer Engineering Department, SVNIT, Surat, from 18th to 22nd June 2019. |
15 | Attended a TEQIP-III sponsored five-day STTP on “Blockchain Technology (BCT 2019)” organized by the Computer Engineering Department, SVNIT, Surat, from 3rd to 7th June 2019. |
16 | Attended GUJCOST, DST, Government of Gujarat sponsored two days workshop on “Outcome Based Education & NBA Accreditation” on 3rd and 4th May 2019 held at S. N. Patel Institute of Technology & Research Centre, Umrakh. |
17 | Attended a Faculty Development Program on “Fundamentals of Presentation and Personality” organized by the Centre of Humanities and Development, UTU, from 8th to 13th April 2019. |
18 | Attended GUJCOST, DST, Government of Gujarat sponsored two days workshop on “New Trends in Signal Processing” on 8th & 9th February, 2019 held at Sarvajanik College of Engineering and Technology, Surat. |
19 | Attended a one-week STTP on “Research Applications using Python” organized by the Department of CE & IT, CGPIT, and ISTE Faculty Chapter, from 14th to 18th May 2018. |
20 | Attended two Days workshop on “Recent Trends in Data Science” on 10th & 11th May 2018, organized by Department of CE & IT, CGPIT in association with IEEE signal Processing Society and sponsored by Uka Tarsadia University. |
21 | Attended a GUJCOST-sponsored six-day workshop on “Internet of Things (IoT) Privacy & Security in a Connected World” organized by the U & P U Patel Department of Computer Engineering, CSPIT, Charusat University, from 4th to 9th September 2017. |
22 | Attended two days workshop on “Fundamentals of Cloud Computing” sponsored by Uka Tarsadia University, organized by department of CE & IT, CGPIT and ISTE faculty chapter during March 3 – 4, 2017. |
23 | Organized a five-day Short Term Training Program (STTP) on “Applications of Data Mining with Big Data Analytics” at CGPIT, Bardoli from 9th to 13th January 2017. |
24 | Attended a TEQIP-II sponsored one-week STTP on “Life Long Researcher” organized by SVNIT, Surat, from 19th to 23rd December 2016. |
25 | Attended a two-week Faculty Development Program – Phase I organized by the Centre of Humanities and Development, UTU, Bardoli, from 22nd August to 3rd September 2016. |
26 | Attended a TEQIP-II sponsored five-day STTP on “Big Data Analytics” organized by SVNIT, Surat, from 27th June to 1st July 2016. |
27 | Attended a TEQIP-II sponsored one-week STTP on “Data Mining: Security and Privacy Issues” organized by SVNIT, Surat, from 23rd to 27th June 2016. |
28 | Attended two days workshop on "Applications of Classification Techniques in Data Mining & Image Processing" organized by CGPIT, Bardoli on 27th & 28th May, 2016. |
29 | Attended a TEQIP-II sponsored five-day STTP on “Software Requirements and Specifications” organized by SVNIT, Surat, from 9th to 13th May 2016. |
30 | Attended a one day workshop on "Scope of research in Image Processing and Soft Computing" organized by CGPIT and ISTE Faculty Chapter on 18th January, 2016. |
31 | Attended a five-day STTP on “Recent Advances in Web Technologies” organized by the Department of CE & IT, CGPIT, and ISTE Faculty Chapter, from 4th to 8th January 2016. |
32 | Attended a three Days Workshop on “Advanced Network Simulation using NS-3” organized by Department of Computer Engineering, CGPIT from 21 to 23 December, 2015. |
33 | Organized the 20th ISTE State Annual Faculty Convention at CGPIT, Bardoli on 27th October 2015. |
34 | Organized a one-day workshop on “Women’s Economic Empowerment: Need of the 21st Century” as a member of the organizing committee, held at CGPIT, Bardoli on 24th September 2015. |
35 | Organized a national conference on “Recent Advances in Engineering for Sustainability” as a member of the organizing committee, held at CGPIT, Bardoli on 29th and 30th May 2015. |
36 | Attended a TEQIP-II sponsored five-day STTP on “Design and Analysis of Algorithms (DAA-2015)” organized by SVNIT, Surat, from 18th to 22nd May 2015. |
37 | Organized a one-day workshop on “Application of Nanotechnology in Science and Technology” as a member of the organizing committee, conducted at CGPIT, Bardoli on 27th January 2015. |
38 | Organized a one-day workshop on “How to Write Thesis Using LaTeX” as the main coordinator, held at CGPIT, Bardoli on 10th January 2015. |
39 | Attended two days workshop on "Future Trends and Opportunities In data analytics, business intelligence & big data along with research methodology and thesis writing" organized by Chandubhai S. Patel Institute of Technology, CHARUSAT, Changa on 30th & 31st January, 2015. |
40 | Attended a one day workshop on “How to write thesis using application software” organized by CGPIT under the banner of ISTE faculty chapter on 6th September, 2014. |
41 | Attended a two-week ISTE workshop on “Computer Networking” conducted by IIT Bombay at SCET, Surat, from 28th May to 5th July 2014. |
42 | Organized a one-day workshop on “Women Empowerment” as a member of the organizing committee, held at CGPIT, Bardoli on 26th November 2013. |
43 | Attended a TEQIP-II sponsored five-day STTP on “Wireless Sensor Networks: Secure Data Aggregation and Related Issues – 2013” organized by SVNIT, Surat, from 15th to 19th July 2013. |
44 | Attended a one day workshop on “Knowledge Management” organized by AICTE at SRIMCA, Bardoli on 5th June, 2013. |
45 | Attended a one day workshop on “Pattern Recognition” organized by IEEE, Gujarat Section at SCET, Surat on 9th March, 2013. |
46 | Attended an ISTE workshop on “Database Management System” organized by IIT Bombay at SVNIT, Surat, from 13th to 23rd December 2010. |
47 | Attended a one day workshop on “Innovations in Education” organized by Bardoli Pradesh Kelavani Mandal at Maliba campus, Bardoli on 25-26th September, 2010. |
48 | Attended a two-days Workshop on “Programming in ANSI C and Object oriented programming with C++” organized by Gujarat Knowledge Society, Gandhinagar on 12-13th August, 2010. |
49 | Attended a short-term training program on “MATLAB” organized by the CSI Student Branch and Department of Computer Engineering, DDU, Nadiad, from 29th June to 4th July 2009. |
Participation in Other Activities
1 | Served as Session Chair and Reviewer for an International Conference on Digital Transformation and Social Development – VBTicon 2024 – organized by Vidhyabharti Trust College of Master in Computer Application, Umrakh, Bardoli on 22nd November 2024. |
2 | Served as Reviewer in the IEEE 6th Parul University International Conference on Engineering & Technology (PiCET-2024) organized by Faculty of Engineering & Technology, Parul University in association with IEEE Gujarat Section at Parul University, Gujarat during May 03-04, 2024. |
3 | Participated as a delegate in NAAC sponsored national conference on “Quest for Excellence in Teaching, Learning and Evaluation” held on 22nd and 23rd February, 2017 at Charotar University of Science and Technology, Charusat Campus, Changa. |