Fathima.S.K M.E

Fathima.S.K M.E

Email: fathima.sk@sonatech.ac.in

Designation: Assistant Professor

Experience: 9 years

Specialization: Deep Learning, Internet of Things

Journal Publication Conference Publication Book Publication Major Contributions Invited Talk Training / Workshops Consultancy Research Projects Patent Membership Research IDs Awards & Recognitions Lab Achievements Credentials

Journal Publication

  1. AN INTEGRATED IOT BASED APPROACH ENABLED IN UAV FOR THE EARLY PREDICTION OF FOREST FIRES SK Fathima, BL Velammal, K Shanmugam, KS Jayareka Annals of the Romanian Society for Cell Biology 25 (6), 11042-11054
  2. AN IMPROVED MANGONET ARCHITECTURE USING HARRIS HAWKS OPTIMIZATION FOR FRUIT CLASSIFICATION WITH UNCERTAINTY ESTIMATION RR Rajalaxmi, M Saradha, SK Fathima, VE Sathish Kumar, ... Journal of Uncertain Systems 16 (01), 2242006
  3. IMPROVING DATA PROCESSING SPEED ON LARGE DATASETS IN A HADOOP MULTINODE CLUSTER USING ENHANCED APRIORI ALGORITHM MR Sundarakumar, R Sharma, S Fathima, V Gokul Rajan,.. Journal of Intelligent & Fuzzy Systems, 1-17
  4. A SURVEY ON DDOS ATTACK IN SDN BASED CLOUD NETWORK USING MACHINE LEARNING ALGORITHM Fathima SK Dr.Kaladevi A C, Asma Begum M Suraj Punj Journal For Multidisciplinary Research 9 (4), 30-35
  5. FUTURISTIC APPROACH ON EFFECTIVE IMPLEMENTATION OF ENABLING TECHNOLOGIES IN THE INTERNET OF THINGS (IOT) FOR THE ESTABLISHMENT OF SMART HEALTH CARE MANAGEMENT SYSTEM
  6. SK Fathima, BL Velammal, K Shanmugam, V VinodhiniTurkish Journal of Physiotherapy and Rehabilitation 32, 3

Conferences Publication

  1. MACHINE LEARNING METHODS FOR EXTRACTING NEWSPAPER ARTICLES FROM PDF FILES 5th International Conference on Innovative Trends in Information Technology (ICITIIT), Kottayam, India, 2024
  2. “HybriSense: A Multi-Modal Fusion Framework for Early Prediction of COVID19 using deep learning” on international conference on Green Computing for Communication Technologies ICGCCT’24 organized by Sona College of Technology and Muscat college on March6-7,2024.
  3. “Harnessing the Human Microbiome for Innovative COVID-19 Detection” on international conference on Green Computing for Communication Technologies ICGCCT’24 organized by Sona College of Technology and Muscat college on March 6-7,2024.
  4. “Generating Classes of Test Data Using Fake Data Generation and Static Data Manipulation” on international conference on Green Computing for Communication Technologies ICGCCT’24 organized by Sona College of Technology and Muscat college on March 6-7,2024.
  5. “DEEP TRASH-A Deep learning model to detect Marine plastic” on IEEE international conference on Multidisciplinary Research in Technology and Management organized by New Horizon College of Engineering, Bengaluru on 22nd & 23rd September 2023.
  6. ” An early diagnosis of Ischemic stroke using hybridized machine learning algorithm” on IEEE International Conference on Advances in Science, Engineering and Technology, ICASET 2022 on Cheran College of Engineering, Karur held on May 27-28, 2022.
  7. “Diagnosis of Chronic Kidney Disease using Deep Learning” on International Conference on Science, Technology, Engineering andMathematics (ICSTEM-22) organized by JANSON INSTITUTE OF TECHNOLOGY held on 28-May-22.
  8. “Diagnosis of Chronic Kidney Disease using Deep Learning” on IEEE International Conference on Advances in Science, Engineering and Technology, ICASET 2022 on Cheran College of Engineering, Karur held on May 27-28, 2022.
  9. ” Automation of Trolleys in super market for smart billing using QR code scanner” on international conference on Smart Automation in Computer, Electrical, Electronics and Communication Engineering “ICSA 2021” on 10.04.2021.
  10. “EFFICIENT CONTROL OVER DDOS ATTACK IN SDN BASED CLOUD NETWORK” on International Conference on Recent Advances in Engineering and Technologies ICRAET 2019, Sri Krishna College of Engineering and Technology, Coimbatore, Tamil Nadu, 8th- 9th February 2019.
  11. DEEP LEARNING-BASED WOUND ANALYSIS USING IMAGE SEGMENTATION on NAC_CISS’23 held on 17th April 2023 organized by Sona College of Technology, Salem.
  12. ENHANCED CLOUD STORAGE SECURITY THROUGH HYBRIDCLOUD AUDITING AND SECURED DATADEDUPLICATION on NAC_CISS’23 held on 17th April 2023 organized by Sona College of Technology, Salem.
  13. EFFICIENT ELECTRICITY PRICE PREDICTION USING MACHINE LEARNING ALGORITHM on Recent Trends in Electrical, Electronics and Computer Engineering for Sustainable Development” (RTEEC’22) conducted by Sona College of Technologyon May 25, 2022
  14. A SURVEY ON DDOS ATTACK IN SDN BASED CLOUD NETWORK USING MACHINE LEARNING ALGORITHM on NAC-CISS 19 organized by SONA COLLEGE OF TECHNOLGY, Salem on 08.5.2019
  15. SURVEILLANCE OF ANIMAL MOVEMENT IN AGRICULTURAL LANDSCAPE on NAC-CISS 19 organized by SONA COLLEGE OF TECHNOLGY, Salem on 08.5.2019

Book Publication

  1. Book Chapter titled DECODING NATURAL LANGUAGE PROCESSING: AN IN-DEPTH EXPLORATION OF FIELD, CONSTITUENTS, COMPONENTS, PHASES, AND APPLICATIONS. Futuristic Trends in Artificial Intelligence Volume 3 Book 7(IIP Series)

Research Projects (Funded Projects)

  1. Received a Grant of Rs 50,000 from TAMIL NADU STATE COUNCIL OF SCIENCE AND TECHNOLOGY for conducting short term course to the tribal women community in and around Yercaud hills, Salem, Tamil Nadu.

Membership

ISTE,ACM,IAENG

Researcher IDs

Awards and Achievements

  1. Received Best Reader Award from Library for the period Jun 2018 to Mar 2019
  2. NPTEL AWARDS - Discipline Star Award (Jan-Apr 2023)
  3. NPTEL AWARDS - Top Performing Mentor (Jul-Dec 2022)