Prof. Mukta Jamage - Research Profile

Research Funding Project

Received the Research Jigyasa Seed Funding of 2,00,000/- lakh rupees by Pimpri Chinchwad College of Engineering, Pune, for the Project Title "Smart Assistance to Mango Cultivator: Intelligent Stick to predict mango ripping stages for plucking" in year 2022-23. Heredrive.google.com/file/d/1Ktr_YdaPO0Y6fkS05I_z5VNXYcWohZMn/view?usp=drive_link

Submitted SERB(Science, Engineering and Research Board) research Proposal of 30 Laks on 13th March 2023. Reference No.:182023011763

Publications

Mukta Jamage, "Mathematical approaches to stock trend prediction: evaluating linear and non-linear machine learning models.", MATHEMATICA MONTISNIGRI Vol LXII (2025), (Q3 Journal) www.montis.pmf.ac.me/allissues/62/Mathematica-Montisnigri-62-8.pdf
Mukta Jamage, "Sentiment Analysis of Financial News Articles using NLP Pre-trained Models", Grenze International Journal of Engineering and Technology (GIJET), Volume 11 Issue 2 (June 2025 issue), Grenze ID: 01.GIJET.11.2.131, Page(s): 10654-10660 (Scopus Indexed)
M. Jamage, "Hybrid SVM-CNN Model for Efficient Detection of Sugarcane Crop Diseases," 2025 International Conference on Sustainability, Innovation & Technology (ICSIT), Nagpur, India, 2025, pp. 1-5, doi: 10.1109/ICSIT65336.2025.11294364. (Scopus Indexed)
M. Jamage, S. Rane, J. Raktate and N. Chavan, "Real-Time Hand Gesture Recognition Using CNN-LSTM for Gesture-to-Voice and Device Control," 2025 9th International Conference on Computing, Communication, Control and Automation (ICCCBEA), Pune, India, 2025, pp. 1-6, doi: 10.1109/ICCUBEA65967.2025.11284053. (Scopus Indexed)
S. Waghere, M. Jamage, A. Golande and A. Hingmire, "Forecasting Sleep Disorders and Sleep Efficiency Using Machine Learning Techniques," 2025 5th International Conference on Intelligent Technologies (CONIT), HUBBALI, India, 2025, pp. 1-6, doi: 10.1109/CONIT65521.2025.11167367. (Scopus Indexed)
Kore, M.-M., & Mishra, N. (2025). Unified CAD framework for brain tumor prediction and segmentation using hybrid CNN-LSTM and 3D U-Net architectures. International Journal of Environmental Sciences, 11(23s). https://www.theaspd.com/ijes.php (Q3 Journal)
Kore, M.-M., & Mishra, N. (2025). "Explainable unified CAD framework for brain tumor segmentation and prediction using Grad-CAM and SHAP". Journal of Carcinogenesis, 24(7s). https://carcinogenesis.com
Kore-Jamage, MM., Mishra, N. (2025). Cancer Prediction from 3D Medical Images Using Optimized Deep Learning. In: Mohanty, S.N., Rocha, Á., Dutta, P.K. (eds) Artificial Intelligence in Oncology. Springer, Cham. https://doi.org/10.1007/978-3-031-94302-7_1 (Springer Book Chapter)
M. Mukta-Muktabai Kore-Jamage and N. Mishra, “Computer-Aided Glioma Diagnosis via Slice-Wise U-Net-Based Segmentation of Multi-Modal MRI,” in Proceedings of ICONAT 2025, eCF Paper ID: ICONAT2025-1533, accepted and presented, 2025
M. Jamage, R. Raut and P. Borkar, “A Novel Approach for Liver Cancer Diagnosis Using Convolution Neural Network,” presented at the INSPECT 2025 Conference, eCF Paper ID: INSPECT2025-491, 2025.
M. Jamage, B. Jane, A. Swami, Y. Deshmukh, A. Sarode and P. Nandane, “AeroVigilance: A Comprehensive System for Unauthorized Drone Detection,” presented at the 2025 2nd International Conference on Integration of Computational Intelligent System (ICICIS), eCF Paper ID: ICICISconf2025-34, 2025
Mrs. Mukta Jamage, "Review on: Autonomous Robot as Digital Receptionist ", Dogo Rangsang Research Journal , 2023. UGC Care Group I Journal
Ms. Mukta Kore, “A Bibliometric Approach to Track Research Trends in Computer-Aided Early Detection of Cancer Using Biomedical Imaging Techniques”, Journal of Scientometric Res. 2021; 10(3):318-327. (Q3 Journal)
Ms. Mukta Kore, “Modern Connect: An Exclusive Platform for Students and Alumni of MCOE, Pune to Connect” United International Journal of Research and Technology, April 2022.
Ms. Mukta Kore, “Application of ABSA from Business Perspective on Restaurant Reviews”, IRJET , Volume 7, Issue 10 oct 2020
Ms. Mukta Kore, "Implementation of USG Ovarian Cancer Image Segmentation using Genetic Algorithm", International Journal of Innovative Research in Science, Engineering and Technology, Volume 6, Issue 2, February 2017
Ms. Mukta Kore, " A Survey on Segmentation of Ultrasound Ovarian Cancer Image", International Journal of Innovative Research in Computer and Communication Engineering, Volume.4, Issue 6, October 2016
Ms. Mukta Kore, “Aspect Oriented Design Patterns for Infrastructure Monitoring”, IJERSS Volume 1, Issue 6, June 2014

Revenue Generation

Workshop on "Data Science with Python"

Successfully Organized 3-Day offline Workshop on “Data Scienece with Python” at IT department PCCOE Pune, December 2022. Total 12000 Rs. Revenue Generation.
Expert Session on Deep Learning at PCCOE pune, 5-Days Workshop on Data science

FDP/FOP/Certification

STE Approved one Week Faculty Development Program on “The role of Teachers in NEP 2020 Implementation” with ‘A’ grade from 21/08/2023 to 25/08/2023 organized by Department of Information Technology, D. Y. Patil College of Engineering, Akurdi.
NPTL Workshop on "DevOps Automation and DevSecOps-Automation" on 31st December 2022.
NPTEL workshop on “ CICD- DevOps Automation and DevSecOps – Automation ,31 December 2022
AICTE Training And Learning (ATAL) Academy Online Elementary FDP on "BlockChain Technology: Current Trends and future aspects in Smart Grid" from 2021-7-12 to 2021-7-16 at Gyan Ganga Institute of Technology and Sciences.
AICTE Training And Learning (ATAL) Academy Online Elementary FDP on "Quantum Computing for Real-World Applications" from 17/01/2022 to 21/01/2022 at Vishwakarma Institute of Technology Pune.
AICTE Training And Learning (ATAL) Academy Online Elementary FDP on "Machine Learning Applications for Autonomous Driving" from 24/01/2022 to 28/01/2022 at KLE TECHNOLOGICAL UNIVERSITY.
“Data Science and Artificial Intelligence”, 12th July 2021 to 16th July AICTE approved 5 days FDP organized by MMCOE, Karve Nagar Pune.
“AI and Natural Language Processing”, 1 week AICTE approved FDP by Vidyavardhaka College of Engineering, Mysuru
“BlockChain Technology: Current Trends and future aspects in Smart Grid”, 5 days FDP organized by Gyan Ganga Institute of Technology and Science.
“Research and Application Perspective of AI”, organized by VIIT, Pune from 21st December 2020 to 25th December 2020
“Data Science using Python”, Organized by K. K. Wagh Polytechnic, Nashik from 28/12/2020 to 30/12/2020
“ E-Content Development and Effective use of ICT “, Organized by PES’s MCOE, Pune, from 11th June 2020 to 17th June 2020
“Machine Learning “, Organized by Prava Rural Engineering College, Loni, from 11th April 2020 to 16th April 2020.
Project Based Learning, PBL-SE IT(Patt 2019) organized by BOS-IT and SKKN COE on 29/01/2021.
Digital Electronics and Logic Design, DELD-SE IT(2015 Patt) by SPPU Pune
Discrete Structures, DS-SE IT(2015 Patt) by SPPU Pune
“Role of Teacher: To Boost Moral values, Ethics in Engineering Education System” organized by MVPS’s, KBT College of Engineering, Nashik from 17th Dec. 2020 to 23rd Dec. 2020
“Advanced Applications in Artificial Intelligence and Machine Learning” organized by Marathwada Mitra Mandal’s Institutions MMCOE and MMIT .
“Outcome BasedTeaching Assessment and Evaluation “ Organized by Inpods, India
“Virtual Labs: Hands-On Workshop”, Organized by Nodal Centre 227Sinhgad College of Engineering, Pune on 24th December 2020.
“7-days Bootcamp on python and deep learning” by DevTown in collaboration with Microsoft Learn.
National Level Online One Week Workshop on “Core Python” from 28th June to 04th July 2020. Organized by Department of Information Technology,
7-days online Workshop on Basic c Programming organized by KavediaChannel with a score of 93.

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