Dr. Shelly Shiju George

Publications in Journals

• Shelly Shiju George and Suji Pramila R, (2023), “Improved Whale Social Optimization Algorithm and Deep Fuzzy Clustering for Optimal and QoS-Aware Load Balancing in Cloud Computing”, International Journal of Bio-Inspired Computation, 22(1), 40-52. SCIE
• Shelly Shiju George and Suji Pramila R, (2023), “Fractional IWSOA-LB: Fractional Improved Whale Social Optimization Based VM Migration Strategy for Load Balancing in Cloud Computing”, International Journal of Wireless Information Networks, 30(1), 58-74. Springer. ESCI, Scopus
• Shelly Shiju George and Suji Pramila R, (2023), “An Efficient Load Balancing Technique Using CAViar-HHO Enabled VM Migration and Replica Management in Cloud Computing”, Web Intelligence, 21(3), 307-327. ESCI, Scopus
• Shelly Shiju George and Suji Pramila R, (2021), “A Review of Different Techniques in Cloud Computing”, Materials Today: Proceedings, 46(17), 8002-8008. Scopus, CPCI-S

Publications in Conferences

• Stacked Ensemble Model for Predicting International University Admission, 2024, National Conference on Emerging Computer Applications, NCECA 2024
• Crime Classification using Naive Bayes, 2024, National Conference on Emerging Computer Applications, NCECA 2024
• Lawyer Recommendation using Ensemble Method, 2024, National Conference on Emerging Computer Applications, NCECA 2024
• Anomaly Detection in Networks Using Machine Learning, 2024, National Conference on Emerging Computer Applications, NCECA 2024
• Blur and Obfuscation Detection Using Genetic Programming, 2024, National Conference on Emerging Computer Applications, NCECA 2024
• Decentralized image upload and sharing using Blockchain, 2024, National Conference on Emerging Computer Applications, NCECA 2024
• Book Recommendation by Analysing Library User Behaviour Using Ensemble Method, 2024, National Conference on Emerging Computer Applications, NCECA 2024
• Rice Disease Detection Using Ensemble Method, 2024, National Conference on Emerging Computer Applications, NCECA 2024
• Mortality Rate Prediction Using K-Nearest Neighbour, 2023, National Conference on Emerging Computer Applications, NCECA 2023
• Car Recommendation Using Machine Learning, 2023, National Conference on Emerging Computer Applications, NCECA 2023
• Prediction of Crop Yield Using Machine Learning, 2023, National Conference on Emerging Computer Applications, NCECA 2023
• Furniture Sales Forecasting using Machine Learning Algorithm, 2023, National Conference on Emerging Computer Applications, NCECA 2023
• Attendance Using Face Recognition, 2023, National Conference on Emerging Computer Applications, NCECA 2023
• Performance Analysis using Random Forest Algorithm, 2023, National Conference on Emerging Computer Applications, NCECA 2023
• Fraud Detection and Insurance Claim Analysis, 2023, National Conference on Emerging Computer Applications, NCECA 2023
• A Machine Learning Approach to Drug Performance Evaluation: Ensemble Technique, 2023, National Conference on Emerging Computer Applications, NCECA 2023
• A Machine Learning Approach for Tracking and Predicting Student Performance in Degree Programs, 2022, National Conference on Emerging Computer Applications, NCECA 2022
• Crypto-currency Price Prediction Using Machine Learning (AutoTS), 2022, National Conference on Emerging Computer Applications, NCECA 2022
• Disease Prediction using various ML Approaches, 2022, National Conference on Emerging Computer Applications, NCECA 2022
• Sentiment Analysis of Different Languages, 2022, National Conference on Emerging Computer Applications, NCECA 2022
• A Comparative Study on Deployment of Open Source Learning Management System Moodle on Different Cloud Vendors, 2022, National Conference on Emerging Computer Applications, NCECA 2022
• Identifying Actual Working Hours of Drivers Using Face Recognition, 2022, National Conference on Emerging Computer Applications, NCECA 2022
• Fraud Detection in Credit Card using Machine Learning, 2022, National Conference on Emerging Computer Applications, NCECA 2022
• Used Car Price Prediction Using Machine Learning, 2022, National Conference on Emerging Computer Applications, NCECA 2022
• Evolution of Captchas - Deep Captcha, 2021, National Conference on Emerging Computer Applications, NCECA 2021
• A review of different techniques in cloud computing, 2021, 3rd International Conference of Materials, Manufacturing and Modelling, VIT, Vellor, Tamilnadu
• Enhancing the Load Balancing Efficiency in Cloud Computing Environment using Virtual Machine Migration, 2020, Annual International Conference on Emerging Research Areas, AICERA 2020
• Automatic Number Plate Recognition System using Machine Learning, 2019, National Conference on Emerging Computer Applications. NCECA 19
• Breast cancer prediction techniques: A review, 2019, National Conference on Emerging Computer Applications. NCECA 19
• Automatic Text Summarization System With Linguistic Features On The Web, 2015, International Conference on Innovative Technologies of Computing Sciences ICITCS 2015 in association with CSI.
• Automatic Text Summarization System With Linguistic Features On The Web, 2015, National Conference on Recent Trends in Engineering and Technology NCRTET 2015 in association with CSI, ISTE and ICTACT
• Green Cloud Computing, 2011, UGC Sponsored National Conference on Cloud Computing
• Agent Based Query Optimization KB For Heterogeneous, Autonomous & Distributed Multi- Database, 2011, Annual International Conference on Emerging Research Areas (AICERA), April 2011, Collaboration with IUPUI
• Remote Resource Share And Management, 2011, UGC Sponsored National Seminar on Cyber Criminology NSCC 2011 in association with CSI, Cochin

Reviewer Conferences

• Annual International Conference on Emerging Research Areas, AICERA 2020
• National Conference on Emerging Computer Applications, NCECA – 2019, 2020, 2021, 2022, 2023, 2024
• International Conference on Theoretical and Applied Computing, ICTAC 2024

Funded Projects

• Streamlining Operations at Vizhinjam Seaport with a Centralized Web Platform, Fund I2U – AJCE, Currently Ongoing
• Mind Matrix : Immersive Aptitude Evaluation in VR, Fund I2U – AJCE, Currently Ongoing
• Forced Pendulum Dynamics: Simulating Damped Oscillation using Python, Guided and Mentored Project, St. Dominic’s College, Kanjirapally, 2023
• Bus 4 U as Advisor, Fund I2U - AJCE from 2019-04-02 to 2020-12-31
• BLOCKOCE as Advisor, Fund I2U - AJCE from 2019-04-02 to 2020-12-31
• Restaurant Manager using Raspberry Pi as Advisor, Fund I2U - AJCE from 2017-05-10 to 2017-12-31
• Time Table Making Software as Advisor, Fund I2U - AJCE from 2016-06-06 to 2016-12-31

Specialized State/AICTE/UGC Sponsored Trainings

• UGC sponsored 10 days’ online course on the NEP-2020 Orientation Sensitization Programme from 29-01-2024 to 6-02-2024 by Malaviya Mission Teacher Training Centre (MMTTC), Bangalore University, Bengaluru, India.
• Face-to-Face Universal Human Values – II, FDP from 12-12-2023 to 16-12-2023 by AICTE, SRM Institute of Science and Technology, Chennai, India.
• 5-days online FDP Inculcating Universal Human Values – I in Technical Education organized by AICTE, Online, from 26-12-2022 to 30-12-2022.
• Intellectual Property Awareness Training Program from National Intellectual Property Awareness Mission, July 2022
• Paradigm Shift in Assessment and Evaluation Practices for Engineering Graduates Phase - III, Amal Jyothi College of Engineering, 2020
• Paradigm Shift in Assessment and Evaluation Practices for Engineering Graduates Phase - I, Amal Jyothi College of Engineering, 2020
• Short term online certification course on “Learn to Design your own Solar Home System” , 03-09-2020 by Energy Swaraj Foundation, India.
• Data Analytics and Machine Learning Tool - Phase II, Amal Jyothi College of Engineering, 2020 DevOps Engineering Practices, St. Joseph's College of Engineering, Chennai, 2020

AICTE Sponsored NPTEL & ATAL Certification Courses

• AICTE Training and Learning (ATAL) Academy Online Elementary FDP on Cyber Security, AICTE Training and Learning (ATAL) Academy, 2021
• AICTE Training and Learning (ATAL) Academy Online Elementary FDP on Cyber Security oversight for Information Protection, AICTE Training and Learning (ATAL) Academy, 2021
• AICTE Training and Learning (ATAL) Academy Online FDP on "Machine Learning and Pattern Recognition", AICTE Training and Learning (ATAL) Academy, 2021
• AICTE Training and Learning (ATAL) Academy Online FDP on "Block chain", AICTE Training and Learning (ATAL) Academy, 2021
• AICTE Training and Learning (ATAL) Academy Online FDP on "Artificial Intelligence", AICTE Training and Learning (ATAL) Academy, 2021
• NPTEL-AICTE FDP on Cloud Computing, NPTEL, 2019

Member Expert / Coordinator of Committee

• Board of Studies Member
• APJ Abdul Kalam Technological University Syllabus Setter for MCA and Integrated MCA
• APJ Abdul Kalam Technological University Question Paper Setter for MCA and Integrated MCA
• APJ Abdul Kalam Technological University sponsored FDP "Nature inspired Machine Learning Techniques for IOT" from 22 March 2023 to 24 March 2023 (1.5 Lakh)
• Designed and engaged add-on courses
• Designed and engaged minor courses
• Event Judge during the NASA Space App Challenge 2024, International Hackathon Competition
• In-charge of NASA Space App Challenge 2024, International Hackathon Competition

Resource Person

• Session in TWO DAY WORKSHOP ON “Effective use of Information and Communication Technology (ICT) in education and daily task automation” at Amal Jyothi College of Engineering, Koovappally, Kanjirappally, Kottayam, Kerala for Junior College Teachers from various schools.
• Session in WORKSHOP ON “Python” at Amal Jyothi College of Engineering, Koovappally, Kanjirappally, Kottayam, Kerala for faculty members.

Programs Organized @ Amal Jyothi College of Engineering

• Google Cloud Platform Workshop on 19 November 2022
• Induction program for First Year Students - 2019, 2020, 2021, 2022, 2023, 2024
• PYTHON Workshop on 1st September 2015
• Raspberry Pi Workshop on 22nd September 2015

Accreditation Trainings

• Administrative Training Program OBE-Computation & Attainments and Accreditation Workspace in AES, Amal Jyothi College of Engineering, Amal Jyothi College of Engineering from 2022-11-08 to 2022-11-08
• Administrative Training Program - Moodle LMS Management, Marian College Kuttikkanam (Autonomous), Amal Jyothi College of Engineering from 2020-07-16 to 2020-08-04
• Outcome Based Education (OBE) in Higher Education Sector, Amal Jyothi College of Engineering, 2020
• Administrative Training Program Essentials of OBE and NBA / NAAC documentation, Amal Jyothi College of Engineering, Amal Jyothi College of Engineering from 2019-08-26 to 2019-08-26

Faculty Development & Training programs

• Machine Learning and NLP using Python, Infosys, 24 June 2024 to 28 June 2024.
• Essence of being a faculty entrepreneur, Kerala Startup Mission, 10 January 2024.
• Dive deep into Kerala Startup Mission’s Innovation and Entrepreneurship Development Centres’ Ecosystem, Kerala Startup Mission, 9 January 2024.
• 5-Days National Workshop on “Emerging Trends in Intelligent Computing”, VIT University, March 2023.
• 5-Days National FDP on “New Age Technologies”, VIT University, March 2023.
• 3-Days KTU Sponsored FDP on “Nature Inspired Machine Learning Techniques in IOT”, Amal Jyothi College of Engineering, March 2023.
• 2-Days Workshop on “Revolutionizing Research: An Introduction to the Public Knowledge Project’s (PKP) Open Journal System”, Amal Jyothi College of Engineering, May 2023
• Online 2 Day Workshop on Python and Django Python and Django, IIT, Bombay, 2022
• One week international FDP on Advanced Research and Quality Publication, Federal Institute of Science and Technology - FISAT, 2022
• Moodle Site Creation, Amal Jyothi College of Engineering, 2020
• Outcome Based Education (OBE) in Higher Education Sector, Amal Jyothi College of Engineering, 2020
• Workshop on Getting started with Latex, Amal Jyothi College of Engineering, 2020
• Python for Data Science, Imarticus Learning, 2020
• Deep Learning with Data Science and Machine Learning, St. Joseph's College of Engineering, Chennai, 2020
• FDP on Data-virtualization and cyber security in cloud, St. Joseph's College of Engineering, Chennai, 2020
• Developing E-Content for Effective Teaching Learning Process, St. Joseph's College of Engineering, Chennai, 2020
• Pedagogy to "Panic-Gogy" - Technology to Recover Back, Amal Jyothi College of Engineering, 2020
• Machine Learning and Deep Learning, TCS, Kochi, 2020
• Machine Learning, Data Science and Deep Learning with Python, Udemy, 2020 Python and Django Full Stack Web Developer Bootcamp, Udemy, 2020
• PHP 7, AngularJS 6, Laravel, Android, Flutter, Amal Jyothi College of Engineering, 2019
• IELTS - Train The Trainer, Amal Jyothi College of Engineering, 2018
• Machine Learning and Deep Learning, Tata Consultancy Services, Kochi, 2018 Cloud Computing, Tata Consultancy Services, Kochi, 2017
• Machine Learning with R-Programming, ED Cell of IIT-Roorkee in collaboration with IEDC and Muthoot Institute of Technology and Science (MITS), Varikoli, 2017
• Big Data Technologies, Amal Jyothi College of Engineering, Kanjirappally, 2017 Predictive Analytics on Big Data, VIT University, Vellor, 2016
• Soft Computing Techniques, VIT University, Vellor, 2016
• Art of Publication & Craft of Research, Centre for Continuing Education (CCE), Amal Jyothi College of Engineering, Koovappally, Kanjirappally, Kottayam, Kerala in association with ISTE Kerala Section and CSI Cochin Chapter., 2015
• Database Management System, Indian Institute of Technology Bombay, held under the National Mission on Education through ICT(MHRD)., 2013
• Aakash for Education, Indian Institute of Technology Bombay, held under the National Mission on Education through ICT(MHRD)., 2012
• Introduction to Research Methodologies, Indian Institute of Technology Bombay, held under the National Mission on Education through ICT(MHRD)., 2012
• Software Development Techniques for Teachers of Engineering and Science Institutes, Indian Institute of Technology Bombay, held under the National Mission on Education through ICT(MHRD)., 2011
• Basic Electronics, Indian Institute of Technology Bombay, held under the National Mission on Education through ICT(MHRD)., 2011
• Digital Image Processing, Mount Zion College of Engineering., 2011
• Algorithm Analysis and Design, Indian Society for Technical Education at Rajiv Gandhi Institute of Technology, Kottayam, Kerala., 2010
• Pedagogic Strategies for Effective Engineering Education, Directorate of Technical Education, Govt. Of Kerala, and organized by Department of Civil Engineering, Rajiv Gandhi Institute of Technology, Kottayam., 2010
• Nano Technology, Directorate of Technical Education, Govt. Of Kerala, and organized by Department of Electronics and Communication Engineering, Rajiv Gandhi Institute of Technology, Kottayam., 2010
• Soft Computing, Cloud Computing and Mobile Computing, Tata Consultancy Services, 2010 Enthusiasts of Free and Open Source Software, FISAT Free Software Cell and Department of Computer Science and Engineering, FISAT., 2010
• Emerging Trends and Innovations In IT Curriculum, ISTE Kerala Section and Department of Information Technology, Amal Jyothi College Of Engineering, Kanjirappally, 2008