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Portrait of LUCIA AGNES BEENA T

LUCIA AGNES BEENA T

Assistant Professor and Head, Deputy Controller of Examinations
PG Department of Data Science
Master of Computer ApplicationsM.PhilPh.D.SET, NET
Qualifications
Master of Computer Applications, M.Phil, Ph.D., SET, NET
Designation
Assistant Professor and Head, Deputy Controller of Examinations
Department
PG Department of Data Science
Official Email
jerbeena@hcctrichy.ac.in
Qualifications
  • Degree: Master of Computer Applications

    Branch: Computer Applications

    Institution: St Josephs College Autonomous

    Year: 1996

    Degree: M.Phil

    Branch: Computer Science

    Institution: Bharathidasan University

    Year: 2005

    Degree: Ph.D.

    Branch: Computer Science

    Institution: Jamal Mohamed College (Auotnomous)

    Year: 2017

  • Title: Design of Compile time Workflow Scheduling Algorithms for Cloud Environment with Performance Enhancement

    Specialization: Cloud Computing

    Supervisor: Dr D I George Amalarethinam

    Centre: Jamal Mohamed College (Autonmous), Tiruchirappalli

    Year: 2017

  • Examination: NET

    Year: 2012

    Examination: SET

    Year: 2012

  • Course Name: B Ed

    Place of Study: Jai Sai College Tiruchirappalli

    Duration: 1 year

Experience
  • Year: 2024 - Present

    Club/Committee/Dean/Others: Examination Committee

    Position: Deputy Controller of Examinations

    Year: 2024 - Present

    Club/Committee/Dean/Others: PG Department of Data Science

    Position: Head

    Year: 2022 - 2024

    Club/Committee/Dean/Others: Grivenance Redressal Cell

    Position: Member

    Year: 2016 -2019

    Club/Committee/Dean/Others: Department of Information Technology

    Position: Head

    Year: 2003 -2005

    Club/Committee/Dean/Others: Department of Computer Science

    Position: Head

  • Institution: Holy Cross College (Autonomous)

    Designation: Assistant Professor

    From: 01-07-1998

    To: 01-06-2003

    Institution: Holy Cross College (Autonomous)

    Designation: Assistant Professor and Head

    From: 01-06-2003

    To: 11-11-2005

    Institution: Bharathidasan University

    Designation: Guest Faculty

    From: 12-11-2005

    To: 31-05-2006

    Institution: St. Joseph's College (Autonomous)

    Designation: Assistant Professor

    From: 15-06-2007

    To: 30-11-2008

    Institution: St. Joseph's College (Autonomous)

    Designation: Assistant Professor

    From: 15-06-2011

    To: 31-05-2016

    Institution: St. Joseph's College (Autonomous)

    Designation: Assistant Professor and Head

    From: 01-06-2016

    To: 31-07-2019

    Institution: St. Joseph's College (Autonomous)

    Designation: Assistant Professor

    From: 01-08-2019

    To: 31-05-2024

    Institution: Holy Cross College (Autonomous)

    Designation: Assistant Professor and Head

    From: 01-06-2024

    To: Present

  • Ug: 22

    Pg: 20

    Mphil: 1

    Phd: 11

Research & Publications
  • Research Area: Cloud Computing, Machine Learning

    Research Years: 11

    ORCID ID: 0000-0001-5598-3962

    H-index: 9

    Total Citations: 230

  • MPHIL: 1

    PHD: 4

  • Title: Enhancing Supply Chain Forecasting with Hybrid Stacked Ensembles

    Conference/Event:

    Organizer:

    Date:

  • Title: A Hybrid approach for Missing Data Imputation using Polynomial Interpolation and Backfill

    Journal: Indian Journal of Science and Technology

    ISSN/ISBN: 09746846

    Volume/Issue: 18, 19

    Date: 21-05-2025

    Title: Enhancing data imputation in complex datasets using lagrange polynomial interpolation and hotdeck fusio

    Journal: The Scientific Temper

    ISSN/ISBN: 0976-8653

    Volume/Issue: 16, 2

    Date: 20-03-2025

    Title: Spatially Weighted Ensemble Regression Model SWERM for Crop Yield Prediction

    Journal: Indian Journal of Natural Sciences

    ISSN/ISBN: 09760997

    Volume/Issue: 16, 89

    Date: 17-03-2025

    Title: Enhancing Crop Yield Predictions through Stacked Ensemble Regression with Advanced MetaLearners

    Journal: Indian Journal of Natural Sciences

    ISSN/ISBN: 09760997

    Volume/Issue: 16, 89

    Date: 17-03-2025

    Title: A GraphBased Neural Network Approach to Student Performance Prediction using Mobile Usage Data

    Journal: Indian Journal of Science and Technology

    ISSN/ISBN: 09746846

    Volume/Issue: 18, 31

    Date: 20-08-2025

    Title: Cloud-Aware Cryptographic Code Construction for Post-Quantum Security in Cloud-Native Microservices

    Journal: Scientific Temper

    ISSN/ISBN: 0976-8653

    Volume/Issue: 17, 9

    Date: 28-08-2026

  • Chapter Title: Security Challenges in CPS-Based Smart Energy Management

    Book Title: Cyber Physical Energy Systems

    Publisher: Wiley Scrivener

    Year: 2024

    Chapter Title: APPLYING MACHINE LEARNING TECHNIQUES FOR CROP YIELDING PREDICTION: A REVIEW

    Book Title: Nexus in Agriculture Engineering

    Publisher: Today & Tomorrows Printers and Publishers

    Year: 2025

    Chapter Title: Smart Mobility and Intelligent Transportation Systems for Commercial and Hazardous Vehicles

    Book Title: Industrial IoT in Smart Manufacturing

    Publisher: Apple Academic Press, Taylor & Francis Group

    Year: 2024

    Chapter Title: Convergence of IoT, Artificial Intelligence and Blockchain Approaches for Supply Chain Management

    Book Title: Blockchain, IoT, and AI Technologies for Supply Chain Management

    Publisher: Springer Nature Link

    Year: 2024

    Chapter Title: Edge Cloud

    Book Title: The Future Technology for Internet of Things in Book Research Anthology on Edge Computing Protocols, Applications, and Integration

    Publisher: IGI Global

    Year: 2022

    Chapter Title: Behavioral malware detection and classification using deep learning approaches

    Book Title: Applications of Computational Intelligence in Multi-Disciplinary Research

    Publisher: Elsevier

    Year: 2023

    Chapter Title: Smart e-learning transition using big data: perspectives and opportunities

    Book Title: E-learning Methodologies Fundamentals, technologies and applications

    Publisher: IET Digital Library

    Year: 2024

    Chapter Title: Machine Learning Based Case Studies for Healthcare Analytics

    Book Title: Machine Learning and Analytics in Healthcare Systems

    Publisher: CRC Press, Taylor & Francis

    Year: 2021

    Chapter Title: Influence of Cognitive Computing in Healthcare Applications

    Book Title: Cognitive Intelligence and Big Data in Healthcare

    Publisher: Scrivener Publishing LLC

    Year: 2022

    Chapter Title: Big Data Management Solutions for IoT: Case Study: Connected car

    Book Title: The Internet of Things and Big Data Analytics

    Publisher: Auerbach Publications

    Year: 2020

    Chapter Title: Big Data Programming Models for IoT Data

    Book Title: The Internet of Things and Big Data Analytics

    Publisher: Auerbach Publications

    Year: 2020

    Chapter Title: Framework for approaching Blockchain in Healthcare using Machine Learning

    Book Title: Blockchain and Machine Learning for e-Healthcare Systems

    Publisher: IET Digital Library

    Year: 2020

    Chapter Title: An Industrial IoT Approach for Pharmaceutical Industry Growth-- Accelerating data acquisition process in the pharmaceutical industry using Internet of Things

    Book Title: An Industrial IoT Approach for Pharmaceutical Industry Growth - Volume 2

    Publisher: Academic Press

    Year: 2020

    Chapter Title: Edge- Cloud-The-Future- Technology-for-Internet-of- Things

    Book Title: Novel Practices and Trends in Grid and Cloud Computing

    Publisher: IGI Global

    Year: 2019

  • Book Title: Blockchain and Machine Learning for e-Healthcare Systems

    Publisher:

    Year: 2020

    Book Title: Performance Enhancing Workflow Scheduling for Cloud

    Publisher: Scholars Press

    Year: 2017

    Book Title: Trends in AI-Driven Prediction

    Publisher: LAMBERT ACADEMIC PUBLICATION

    Year: 2025

    Book Title: Next-Gen AI and Emerging Technologies for Sustainable Development - Volume 2

    Publisher: Holy Cross Publishing House, Holy Cross College Autonomous,

    Year: 2026

    Book Title: Basic Concepts of Cloud Computing

    Publisher: Taneesha Publishers

    Year: 2025

  • Student Name: MERLA AGNES MARY M

    Degree: M.Phil.

    Thesis Title: PREDICTION OF CARDIOVASCULAR DISEASE USING MULTI-LAYER PERCEPTRON NEURAL NETWORK

    Year: 2020

Achievements
  • Award Name: Best Teacher Award

    Awarded By: St Josephs College Trichy

    Year: 2019

    Level: Institutional

    Place: Tiruchirappalli

    Amount: 2000

    Award Name: Sr Dona Award for Best Researcher 2025

    Awarded By: Holy Cross College Trichy

    Year: 2025

    Level: Institutional

    Place: Tiruchirappalli

    Amount: 2000

    Award Name: Sr Dona Award for Best Researcher 2026 - special recognition

    Awarded By: Holy Cross College (A), Trichy

    Year: 2026

    Level: Institutional

    Place: Tiruchirappalli