1. Home
  2. Ms. Sumathi A/P Balakrishnan


Ms. Sumathi A/P Balakrishnan


Academic Qualification

  • Master of Software Engineering, UNIVERSITY OF MALAYA, Malaysia
  • Bachelor of Computer Science, UNIVERSITY PUTRA MALAYSIA, Malaysia

Professional Qualification

No records found

Areas of Expertise

  • Information, Computer And Communication Technology (Ict), Artificial Intelligence, Cognitive Science
  • Information, Computer And Communication Technology (Ict), Software Engineering, Software Process Models

Research Interest

  • User-Centered Design, Cognitive IoT

Publications

2023
  • Detecting Mild Depression from EEG Signal in a Non-Clinical Environment Using Machine Learning Technique (SCOPUS-Indexed) - Article in Proceeding
  • Pandai Smart Highway (SCOPUS-Indexed) - Article in Proceeding
  • Ldetect, IOT Based Pothole Detector (SCOPUS-Indexed) - Article in Proceeding
  • IoT-Enabled Smart Warehousing with AMR Robots and Blockchain: A Comprehensive Approach to Efficiency and Safety (SCOPUS-Indexed) - Article in Proceeding
  • An Implementation of Efficient Smart Street Lights with Crime and Accident Monitoring: A Review (SCOPUS-Indexed), Journal of Survey in Fisheries Sciences - Article in Journals
2021
  • A Study on Activity Recognition Technology for Elderly Care (SCOPUS-Indexed), International Journal of Current Research and Review - Article in Journals
  • A Review of a E-Commerce Website Based on Its Usability Element - Article in Proceeding
  • An Empirical Study on Challenges Faced by the Elderly in Care Centres (SCOPUS-Indexed), EAI - Article in Journals
  • SUSTAINABLE ONLINE PRACTICAL SESSION: A REFLECTION OF STUDENTS MOTIVATION BASED ON THE ARCS MODEL APPROACH. - Article in Proceeding
2020
  • Trust Index based Model to Define News Credibility in Social Media Using Blockchain Technology (SCOPUS-Indexed), Journal of Advanced Research in Dynamical & Control Systems - Article in Journals
  • A review of smart city index s success factors (SCOPUS-Indexed), Journal of Advanced Research in Dynamical and Control Systems, - Article in Journals
2019
  • Smart Dashboards for Smart City- a Platform to Engage with Citizen, Journal of Computational and Theoretical Nanoscience - Article in Journals
  • The Taxonomy of Smart City Core Factors (SCOPUS-Indexed) - Article in Proceeding
  • Smart City: The state of the art, Definitions, Characteristics and Dimensions, Journal of Computational and Theoretical Nanoscience - Article in Journals
  • Contextual Overview of Smart City Indicators, Journal of Computational and Theoretical Nanoscience - Article in Journals
  • Smart Home Technologies: A Preliminary Review. (SCOPUS-Indexed) - Article in Proceeding
2018
  • Smart Medicine Reminder Device for the Elderly. (SCOPUS-Indexed) - Article in Proceeding
  • A Review of Ambient Intelligence Based Activity Recognition for Ageing Citizens (SCOPUS-Indexed) - Article in Proceeding
2017
  • Proposal for Information and Communications Technologies that Are Essential to Smart City Dimensions (SCOPUS-Indexed) - Article in Proceeding
2012
  • User Centered Design Approach for Elderly People in Using Website (SCOPUS-Indexed) - Article in Proceeding

Research

  • Detecting Depression using Deep Learning Model from EEG Signals ,  Project Leader, 2024 to 2025, Taylor's University
  • User centred internet of thing devices for elderly in an ambient assisted living,  Co-researcher, 2018 to 2020, Taylor's University
  • Development of an ambient intelligence based activity recognition model for ageing citizens.,  Project Leader, 2017 to 2019, Taylor's University
  • Issues and challenges faced by the elderly homecare centre in Malaysia,  Co-researcher, 2017 to 2021, Taylor's University
  • Psychological poverty amongst Malaysian aged adults towards well-being,  Co-researcher, 2017 to 2018, Taylor's University

Awards and Stewardship

  • Bronze-International Innovation Awards, Exhibition/Invention, Malaysia Technology Expo (MTE) Exhibition Sdn Bhd, International Innovation Awards , 2023
  • HONOURABLE MENTION-exceptional involvement at Taylor's University INNOFEST, Exhibition/Invention, Taylor's University, Taylor's Innofest , 2023
  • Gold Award in Best Prototyping Potential at Taylor's University, Exhibition/Invention, Taylor's University, Taylor's Innofest , 2023
  • Silver: Best Concept Development, Exhibition/Invention, Taylor's University, Taylor's Innovation Festival (Innofest) , 2023
  • Gold Award- Best Market-Driven Project, Exhibition/Invention, Taylor's University, Taylor's Innovation Festival (Innofest) , 2023
  • Invention, Innovation & Design on e-Learning (IIDEL), Competition, Universiti Malaysia Pahang (UMP), Bronze-Poster , 2023
  • Bronze-International Innovation Awards, Exhibition/Invention, Malaysia Technology Expo (MTE) Exhibition Sdn Bhd, International Innovation Awards , 2023
  • Gold Award-Best Potential Intellectual Property Rights Filing, Competition, Taylor's University, Taylor's Innovation Festival (Innofest) , 2022
  • Silver Medal-Invention, Innovation & Design on e-learning (IIDEL), Competition, Universiti Putra Malaysia (UPM), Silver Medal , 2022
  • Bronze Award, Competition, Universiti Utara Malaysia (UUM), Bronze , 2021

Paper Presented

  • Advancing Clinical Trust in Deep Learning EEG Depression Detection Model: A Systematic Analysis of Demographic Influences, Task Dynamics, and AI Explainability, 2nd International Conference on Evolutionary Artificial Intelligence (ICEAI 2024) (CONFERENCE), ORAL PRESENTER , 27/11/2024 to 28/11/2024
  • Comprehensive Review on Depression Detection: Tools, EEG Data, and Deep Learning Techniques, The Scopus-indexed 5th International Conference on Data Engineering and Communication Technology (ICDECT) (CONFERENCE), ORAL PRESENTER , 28/09/2024 to 29/09/2024
  • Detecting Mild Depression from EEG Signal in a Non-Clinical Environment Using Machine Learning Technique, 2023 IEEE 2nd National Biomedical Engineering Conference (NBEC) (CONFERENCE), ORAL PRESENTER , 05/09/2023
  • A Review of a E-Commerce Website Based on Its Usability Element, 16th International Engineering and Computing Research Conference (16th EURECA) (CONFERENCE), ORAL PRESENTER , 30/06/2021
  • Smart and Secure Activity Recognition Approach for Senior Citizens, Secure Conference 2019 International Industry-Researchers Cyber Security Conference (CONFERENCE), ORAL PRESENTER , 03/07/2019 to 04/07/2019
  • Balakrishnan, S., Vasudavan, H,. & Murugesan, R.K.(Dec,2018).Smart Home Technologies: A Preliminary Review. 2018 The 6th International Conference on Information Technology: IoT and Smart City., 2018 The 6th International Conference on Information Technology: IoT and Smart City (CONFERENCE), ORAL PRESENTER , 29/12/2018 to 31/12/2018
  • A Review of Ambient Intelligence Based Activity Recognition for Ageing Citizens , Fourth International Conference on Advances in Computing, Communication & Automation (ICACCA 2018) (CONFERENCE), ORAL PRESENTER , 26/10/2018 to 28/10/2018
  • Smart Dashboards for Smart City- a Platform to Engage with Citizen, 2nd Global Conference on Computing and Media Technology-Journal of Computational and Theoretical Nanoscience. (CONFERENCE), ORAL PRESENTER , 14/11/2018 to 15/11/2018
  • ICT Technologies that are Essential to Smart Cities Dimensions, EAI International Conference on Technology, Innovation, Entrepreneurship and Education (CONFERENCE), ORAL PRESENTER , 11/09/2017 to 12/09/2017
  • User Centered Design Approach for Elderly People in Using Website, 2012 International Conference on Advanced Computer Science Applications and Technologies (ACSAT) (CONFERENCE), ORAL PRESENTER , 26/11/2012 to 28/11/2012