Educational Data Mining
Computer Networks
- Accredited Instructor @ Juniper Cloud & Automation Academy
- Moodle IN charge
- Library Committee / NDLI Coordinator:
Paper Publications:
“Comprehensive AI-Driven Web-Framework for Automating Recruitment Process of IT Industry”, International Conference on Information and Communication Technology for Intelligent System (ICTIS 2024).[Cite Publication]
“Developing chat server for addressing FAQ’s about creative learning”, International Conference on Contemporary Challenges in Science, Engineering, and its Applications: IC3SEA2023.[Cite Publication]
“Developing Data Analytics Support for Creative Learning Web Framework”, International Conference on Sustainable Computing and Smart Systems (ICSCSS 2023).[Cite Publication]
Abhishek Medhekar, Yash Jain, Prasanna Jadhav, Nooman Mehra, Jayshree Jha,” Grid Based Robot Navigation System for Automated Car Parking and Retrieval”, International Journal of Innovative Research in Computer and Communication Engineering, ISSN(Online): 2320-9801, ISSN (Print): 2320-9798,2017 [Cite Publication]
Jayshree Jha,“Effectiveness of Association Rule Mining for Learning Efficiency Analysis”, International Journal of Engineering Research & Technology (IJERT),ISSN: 2278-0181Published by, www.ijert.org,ICIATE - 2017 Conference Proceedings.[Cite Publication]
“Garbage management System for Smart city”, Asifa Indi,Nikitha Sukrithalal,Gayatri Babu, Jayshree Jha, International Journal Of Engineering Research & Technology (Ijert) Iciate – 2017,ISSN (Online) : 2278-0181,2017. [Cite Publication]
Abhishek Medhekar, Yash Jain, Prasanna Jadhav, Nooman Mehra, Jayshree Jha,” Grid based Robot Navigation for Parking System”, International Journal Of Engineering Research & Technology (Ijert) Iciate – 2017,ISSN (Online) : 2278-0181.[Cite Publication]
Tejas Patil, Jaideep Chaphekar, Mihir Samant, Sanket Vanmali, Jayshree Jha, “Find -me: The Object Finder”, Iternational Journal for Scientific Research & Development, ISSN:2321-0613,2016[Cite Publication]
Jayshree Jha, Prof. Nutan Dhange, Prof. Ganesh Gourshete “Docker: An Emerging Container Technology”, International Journal for Scientific Research & Develovment (NCTAA-2016), ISSN:2321-0613,2016.[Cite Publication]
Prof. Jayshree Jha, Akshay Mangaonkar, Deep Mistry, Nipun Jambaulikar, Prathamesh Kolhatkar “Facial Expression Based Music Player”, International Journal of Advanced Research in Computer and Communication Engineering, ISSN (Online) 2278-1021 ISSN (Print) 2319 5940, 2015. [Cite Publication]
Pushkar Khedekar, Swapnil Mandavkar, , Darshan Mhatre , Rohit Mudaliar, Jayshree Jha “Educational support system using AHS and data analytics”, International Journal of Advanced Research in Computer and Communication Engineering Vol. 4, Issue 2, February,2015.[Cite Publication]
Priyanka Baraskar, Supriya Chavan, Dipshree Dhage, Samruddhi Giri, Jayashree Jha, “Extracting Frequent Sequences from Web Log Data using Sequence Tree Algorithm”, International Journal of Advanced Research in Computer and Communication Engineering,ISSN (Online) 2278-1021,ISSN (Print) 2319-5940,2015 [Cite Publication]
Swapnil S Mandavkar, Rohit A Mudaliar, Pushkar P Khedekar, Darshan P Mhatre, Jayshree Jha “Academic Advising Using Data Analytics and Adaptive Hypermedia System”, International Journal of Modern Trends in Engineering and Research, e-ISSN No.:2349-9745, 2015.[Cite Publication]
Priyanka Baraskar, Supriya Chavan, Dipshree Dhage, Samruddhi Giri, Jayashree Jha “Extracting Weighted Frequent Patterns from Web Log Data”, International Journal of Engineering Technology and Computer Research (IJETCR),ISSN: 2348-2117,2015.[Cite Publication]
Jayshree Jha and Leena Ragha, “Intrusion Detection System using Support Vector Machine. “IJAIS Proceedings on International Conference and workshop on Advanced Computing 2013 ICWAC(3):25-30, June 2013. [Cite Publication]
Jayshree Jha and Leena Ragha. “Educational Data Mining using Improved Apriori Algorithm”, International Journal of Information and Computation Technology, ISSN 0974-2239 ,2013.[Cite Publication]
Projects Guided:
- NeuroWeb: ML-Driven Alzheimer's Diagnosis, Tracking and Recommendations.
- EcoMiles: AI and Blockchain Enabled Platform for sustainable Travel, Carbon Tracking& Eco Campaign.
- CourseCrafter AI - Comprehensive Web framework for Assisting Educators in Developing Courses from Scratch through Generative AI.
- LegalEase: AI Powered Cross Platform Application for Legal Assistance, Document Verification and Lawyer Consultation.
- Comprehensive AI driven web framework for automating recruitment process of IT industry.
- ML based platform for crowd management and crime prevention.
- Developing Data Analytics Support for Creative Learning Web Framework.
- ML based Student Activity Monitoring System for an Educational Institute.
- Find Me: Object Finder(IEDC)
- Network Intrusion Detection System (NIDS) using k-Means & Information Gain Ratio
- Academic Advisor
- Sequential Pattern Mining from Web Log Data
- Grid based Robot Navigation for Parking System
- Garbage Management System for Smart City
- Extracting Sequential Pattern Mining Using Sequence Tree Algorithm
- Facial Expression Based Music Player
- Anomaly Detection in Network Using Data Mining Classification Tree
- m-wallet
- Dynamic Routing with Security Considerations
- Secure Banking
Awards & Achievements:
- Completed the NPTEL course “Industry 4.0: Managing The Digital Transformation” with a Gold Certification, securing a position in the top 5%.(Feb-Apr 26).
- Completed the NPTEL course “OBE and Accreditation” with a Gold Certification, securing a position in the top 5%.
- Juniper Network Certified Associate (Global Certification).
- Certificate of appreciation for mentoring students in AICTE – Eduskills virtual Internship Program – 2023.
- Research Paper “Intrusion Detection System using Support Vector Machine” has got 203 citations till date.
- Research Paper “Educational Data Mining using Improved Apriori Algorithm” has got 49 citations till date.
- As a Research guide, I got funding from IEDC (Innovation and Entrepreneurship Development Cell)for the project “Object Finder Find -me: The Object Finder”.
- Appointed as paper setter for Computer Networks course by Mumbai University (2017).
- Part of the Syllabus setting committee for Mumbai University (2017).