Kavita Mahesh Kelkar - Somaiya Education Faculty

Dr. Kavita Mahesh Kelkar

Associate Professor at K J Somaiya School of Engineering

Faculty

Department:
Computer Engineering
Institute:
K J Somaiya School of Engineering
Location:
Vidyavihar - Mumbai
Email Address:
kavitakelkar@somaiya.edu
Contact Details:
Landline No. : 02266449191

Extension No. : NA
Office Address :
DEPT OF COMPUTER ENGG, KJSSE, VIDYAVIHAR
Timings For Visitors:
Mon - Fri : 9:30 am to 5:30 pm
Curriculum Vitae

Curriculum Vitae

Faculty Login

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personal profile
Research Accomplishments

Introduction

I am Dr Kavita Kelkar; working as Associate Professor in Department of Computer Engineering at KJSSE.

Education

B E,Pune,1996

M E,Mumbai,2005

Ph. D,Mumbai,2023

Professional Experience

Academic

K J S C E, A P, June 2000 - November -0001

Non Academic

Werardt Systems, Software Engineer, January 1997 - December 1999

Courses/Subjects Teaching

COMPUTER SIMULATION AND MODELING

MACHINE LEARNING

ANALYSIS OF ALGORITHMS

ARTIFICIAL INTELLIGENCE LABORATORY

Artificial Intelligence

OPERATING SYSTEM

SOFTWARE ENGINEERING

THEORY OF COMPUTER SCIENCE

WEB ENGINEERING

WEB TECHNOLOGIES LABORATORY

SEMINAR

COMPUTER ORGANIZATION & ARCHITECTURE

DATA STRUCTURE

MINI PROJECT

Research Specialisation

Affective Computing, Machine Learnig

Consultancy Expertise

No Information Available

Consultancy Projects

No Information Available

Achievements, Recognitions & Awards

MDP / FDP

No Information Available

Research Papers

R Nandita, Sandeep Sainkar, Sudha Gupta, Kavita Kelkar, Gurveer Singh & Niyati R.(2025).Design and Development of Drip Monitoring of IV System.Technologies for Energy, Agriculture, and Healthcare,-(-):640.https://doi.org/10.1201/9781003596707

Shlok Bhura, Kavita Kelkar & Tanish B.(2024).Facilitating Stock Recommendations through Sentiment Analysis.5th International Conference on Data Intelligence and Cognitive Informatics (ICDICI 2024),-(-):-.

Saumya P, Kavita Kelkar, Nikhil N, Ritik Modi & Riya T.(2024).Pixel.ai: Image Enhancement using Deep Learning Techniques.nternational Conference on Artificial Intelligence, Computing Technologies, Internet of Things (IoT) and Data Analytics,-(-):-.

Kavita Kelkar.(2022).Personality prediction system to improve employee recruitment.Computational Intelligence for Modern Business Systems,-(-):-.

Kavita Kelkar.(2022).Social Distancing and Face Mask Detection in Real-Time Using Deep Learning.International Journal for Modern Trends in Science and Technology,8(7):170-175.

Kavita Kelkar.(2021).Hyper Parameter Tuning Of Random Forest Algorithm For Affective Learning System.International Conference on Smart Systems and Inventive Technology (ICSSIT 2020),3 rd Conference(3):1191-1194.978-1-7281-5821-1/20/$31.00 ©2020 IEEE

Kavita Kelkar & Jagdish Bakal.(2021).Positive reinforcement in virtual learning systems through gamification of adaptive MCQ test.ICICNIS 2021, SSRN Electronic Journal,2(2):ELSEVIER-SSRN Digital Library Proceedings: 108-112.https://ssrn.com/abstract=3883103 or http://dx.doi.org/10.2139/ssrn.3883103

Kavita Kelkar & Jagdish Bakal.(2020).Random Forest Algorithm for Learner's Confusion detection using Behavioural features.The Springer International Conference on Mobile Computing and Sustainable Informatics (ICMCSI 2020),https://www.springer.com/serie(springer proceedings):521-529.https://www.springer.com/gp/book/9783030497941

Kavita Kelkar & Jagdish Bakal.(2020).Adaptive MCQ Test Generation Based on Affective State Feedback.Journal of Seybold Report,VOLUME 15 ISSUE 8 2020(8):11-17.

Kavita Kelkar.(2020).Design of Cognitive MCQ test in Virtual Learning Systems to Determine Learner Affect.IJRTE,8(5):4034-4039.

Kavita Kelkar & Jagdish Bakal.(2019).Behavioral Feature Analysis For Learner Affect Identification.2019 IEEE 16th India Council International Conference (INDICON),p-issn : 2325-940X(online):2:1-4.http://doi.org/10.1109/INDICON47234.2019.9029005

Kavita Kelkar.(2018).Computational Inference of Candidates' Oratory Performance in Employment Interviews Based on Candidates' Vocal Analysis.2018 Second International Conference on Intelligent Computing and Control Systems (ICICCS),-(-):-.

Kavita Kelkar.(2018).Predicting Learner's Confidence from their Behaviour Using a Judgement Questionnaire.Fourth International Conference on Computing Communication Control and Automation (ICCUBEA),-(-):1-6.

Kavita Kelkar.(2017).TweetSum: Automated News Summarization of Twitter Trends.International Journal of Computer Applications,165(8):5-8.

Kavita Kelkar.(2017).Classification of tweets based on emotions using word embedding and random forest classifiers.International Journal of Computer Applications,178(3):1-7.

Kavita Kelkar.(2014).Personalized Book Recommendation System.International Journal of Engineering and Computer Science,6(4):1-4.

Kavita Kelkar.(2014).Sentence Level Sentiment Classification Using HMM with the help of Part of Speech Tagging.International Journal of Computer Science Engineering and Information Technology Research (IJCSEITR),-(-):-.

Kavita Kelkar.(2014).Sentiment analysis on movie reviews based on combined approach.International Journal of Science and Research (IJSR),3(7):1739-1742.

Rohini Nair & Kavita Kelkar.(2013).Implementation of Item and Content based Collaborative Filtering Techniques based on Ratings Average for Recommender Systems.International Journal of Computer Applications,65(24):1-5.

Smita Sankhe & Kavita Kelkar.(2013).Personalized Ontological Framework for Web Information Retrieval.International Journal of Computer Applications,65(19):-.

Smita Sankhe & Kavita Kelkar.(2012).Optimization of Execution Time using Association Rule Mining Algorithms.International Journal of Computer Applications,59(11):17-20.

Mahir M, Uchit Modi & Kavita Kelkar.(0).Comparative Analysis of Reinforcement Learning Algorithms for Decision Making in Algorithmic Trading.International Conference on Data Science and Applications,-(-):407-418.

Kavita Kelkar.(0).DESIGN OF E-LEARNING SYSTEM FOR AFFECTIVE LEARNER MODEL USING REGRESSION TECHNIQUE A PROPOSED SYSTEM FOR LEARNER MODEL FOR SENTIMENTAL ANALYSIS.INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH,-(-):-.

Kavita Kelkar.(0).Autocomplete Text using Graph Database.International Journal of Computer Applications,144(12):42-45.

Proceedings

No Information Available

Books

No Information Available

Book chapters

Kavita Kelkar & Jagdish Bakal.(2020).Random Forest Algorithm for Learner’s Confusion Detection Using Behavioral FeaturesInternational Conference on Mobile Computing and Sustainable Informatics.551-562,

IPR

No Information Available

Kavita Mahesh Kelkar - Somaiya Education Faculty

Dr. Kavita Mahesh Kelkar

Associate Professor at K J Somaiya School of Engineering

Computer Engineering

K J Somaiya School of Engineering

Vidyavihar - Mumbai