OVERVIEW
AREA OF INTEREST
Qualification
| Degree | Specialization | Class | Year | College | University |
|---|---|---|---|---|---|
| Ph.D | Information and Communication Engineering – CSE | Not Applicable | 2019 | Thiagarajar College of Engineering | Anna University |
| M.E., | Computer Science and Engineering | First Class | 2013 | P.S.R.Engineering College, Anna University | Anna University, Chennai |
| B.E., | Computer Science and Engineering | First Class | 2011 | P.S.R.Engineering College, Anna University | Anna University, Chennai |
Courses Handled
| Course Code/Name | Year/Semester | Department |
|---|---|---|
| CS8493 – Operating Systems | II / VI | Computer Science and Engineering |
| CS8651 – Internet Programming | III/VI | Computer Science and Engineering |
| CS8391 – Data Structures | II/III | Computer Science and Engineering |
| OTL553 – Telecommunication Network Management | III/V | Computer Science and Engineering |
| GE8151 – Problem Solving and Python Programming | I/I | Computer Science and Engineering |
| CS8591 – Computer Networks | III/V | Computer Science and Engineering |
| CS8691- Artificial Intelligence | III/VI | Computer Science and Engineering |
| CS8080- Information Retrieval Techniques | IV/VIII | Computer Science and Engineering |
| GE3151- Problem Solving and Python Programming | I/I | CSE, MECH, EEE, ECE, MECH |
| GE3171 – Problem Solving and Python Programming Laboratory | I/I | CSE, MECH, EEE, ECE, MECH |
| Nalaiya Thiran | IV/VII | Computer Science and Engineering |
| CS8581- Networks Laboratory | III/V | Computer Science and Engineering |
| CS3301- Data Structures | II/III | Computer Science and Engineering |
Journals Published
1) Dr. J. Hemalatha, “Towards efficiently solving the rubik’s cube with deep reinforcement learning and recursion”, E3S Web of Conferences (Scopus Indexed), Vol. No. 491, Issue No. 01009, ISSN No. 2267-1242, Feb-2024.
2) Dr. J. Hemalatha, “Improved multiview biometric object detection for anti spoofng frauds”, Multimedia Tools and Applications, Vol. No. 1, Issue No. 1, ISSN No. 1573-7721, Feb-2024(Impact Factor: 3.6).
3) Dr. J. Hemalatha, “Improving Rainfall Forecasting via Radial Basis Function and Deep Convolutional Neural Networks Integration”, Journal of Climate Change (IOS PRESS) (ESCI), Vol. No. 9, Issue No. 4, ISSN No. 2395-7697, Dec-2023.
4) Dr. J. Hemalatha, “TOWARDS THE DEVELOPMENT OF OBSTACLE DETECTION IN RAILWAY TRACKS USING THERMAL IMAGING”, Neural Network World, Vol. No. 5, Issue No. 1, ISSN No. 1210-0552, Nov-2023(Impact Factor: 1.30).
5) Dr. J. Hemalatha, “Edge detection using fast pixel based matching and contours mapping algorithms”, PLOS ONE, Vol. No. 18, Issue No. 8, ISSN No. 1932-6203, Aug-2023(Impact Factor: 3.7).
6) Dr. J. Hemalatha, “Towards improving the performance of blind image steganalyzer using third-order SPAM features and ensemble classifier”, Journal of Information Security and Applications (Elsevier), Vol. No. 76, Issue No. 103541, ISSN No. 2214-2134, Aug-2023(Impact Factor: 5.6).
7) Dr. J. Hemalatha, “Stego Detection: Image Steganalysis Using a Novel Hidden Stego Visual Geometry Group–Based CNN Classification”, Journal of Applied Security (ESCI) Research (Taylor & francis) (ESCI), Vol. No. 0, Issue No. 0, ISSN No. 1936-1629, Aug-2022.
8) Dr. J. Hemalatha, “An Efficient Steganalysis of Medical Images by Using Deep Learning Based Discrete Scalable Alex Net Convolutionary Neural Networks Classifier”, Journal of Medical Imaging and Health Informatics, Vol. No. 11, Issue No. 10, ISSN No. 2156-7018 , Oct-2021(Impact Factor: 0.65).
9) Dr. J. Hemalatha, “Data Hiding Using PVD and Improving Security Using RSA”, Journal of Applied Security Research (Taylor & Francis), Vol. No. 1, Issue No. 1, ISSN No. 1936-1629, Jul-2021.
10) Dr. J. Hemalatha, “Reversible Data Hiding Based on Varying Radix Numeral System”, Computers, Materials & Continua, Vol. No. 69, Issue No. 1, ISSN No. 1546-2218, Jun-2021(Impact Factor: 3.78).
11) Dr. J. Hemalatha, “An Efficient DenseNet‐Based Deep Learning Model for Malware Detection”, Entropy, Vol. No. 23, Issue No. 344, ISSN No. 1099-4300, Mar-2021(Impact Factor: 2.49).
12) Dr. J. Hemalatha, “Multi-directional block based PVD and modulus function image steganography to avoid FOBP and IEP”, Journal of Information Security and Applications (Elsevier), Vol. No. 58, Issue No. 102808, ISSN No. 2214-2126, Mar-2021(Impact Factor: 2.32).
13) Dr. J. Hemalatha, “Effective image stego intrusion detection system using statistical footprints of the steganogram and fusion of classifiers”, International Journal of Computer Aided Engineering and Technology (Inderscience), Vol. No. 13, Issue No. 3, ISSN No. 1757-2665, May-2020.
14) Dr. J. Hemalatha, “Improving Image Steganalyser Performance using Second Order SPAM Features Extracting through Contourlet Transform”, International Journal of Engineering and Advanced Technology (IJEAT) (Inderscience), Vol. No. 9, Issue No. 1, ISSN No. 2249 – 8958, Dec-2019.
15) Dr. J. Hemalatha, “Use of Robotics in Agricultural Field and Its Applications: Short Commentary”, Advances in Robotics & & Automation, Vol. No. 8, Issue No. 1, ISSN No. 2168-9695, Nov-2019.
16) Dr. J. Hemalatha, “Enhancing the JPEG image steganography security by RSA and attaining high payload using advanced DCT replacement method and modified quantisation table,”, International Journal of Business Intelligence and Data Mining (Inderscience), Vol. No. 14, Issue No. 1, ISSN No. 1743-8195, Oct-2019.
17) Dr. J. Hemalatha, “A Survey on Recommendation System: Collaborative Filtering”, Journal of Advanced Research in Dynamical & Control Systems , Vol. No. 10, Issue No. 6, ISSN No. 1943023X, Jul-2018.
18) Dr. J. Hemalatha, “A New Secure Group Key Transfer Protocol in Big Data”, Journal of Advanced Research in Dynamical & Control Systems , Vol. No. 10, Issue No. 6, ISSN No. 1943023X, Jul-2018.
19) Dr. J. Hemalatha, “Improving image steganalyser performance through curvelet transform denoising”, Cluster Computing The Journal of Networks, Software Tools and Applications, Vol. No. 22, Issue No. 5, ISSN No. 1573-7543, Jan-2018(Impact Factor: 3.46).
20) Dr. J. Hemalatha, “Blind image Steganalysis of interpolation error based data hiding in stereo images”, International Journal of Applied Engineering Research, Vol. No. 10, Issue No. 20, ISSN No. ISSN 0973-4562 , Feb-2015.
21) Dr. J. Hemalatha, “Testing Of Embedded Processor in WSN Nodes”, International Journal of Emerging Technology and Advanced Engineering, Vol. No. 3, Issue No. 3, ISSN No. 2250-2459, Feb-2013.
|
Sl. No |
PhD SCholar |
Year |
Title of the thesis |
|
1 |
Dr. Rittin Abraham Kurien, |
2021 |
Development of Epoxy hybrid Nano composites comprising MWCNT and natural fiber for commercial applications. |
|
2 |
Dr. J. Hemanth, (Government Tool Room, Mysore). |
2015 |
Processing and study of thermal, mechanical and tribological behaviour of particulate filled polymer composites. |
|
3 |
Dr. G. Ganesan (Former Associate Professor ME – Karunya University) |
2016 |
Near perfect path generation and simplified kinematic analysis of adjustable four-bar mechanism using reconstructed adjustable parameter curve method. |
|
4 |
Dr. Grace Jency Gnanam (Asst. Professor ECE – Karunya University) |
2018
|
Analysis of a cross axis Sensitivity silicon piezoresistive Accelerometer. |
|
5 |
Dr. K. Prabhu (Managing Director –Creator Research & Development) |
2019 |
Tribological study of anti-friction lubricating Gear oil with nano additives of abrasive particles. |
|
6 |
Dr. I. Kantharaj (Asst. Professor ME – Karunya University) |
2019 |
Heat pipe embedded cutters for machining applications. |
|
7 |
Dr. Vidya Chandran (Asst. Professor ME – SCMS CET Cochin) |
2020 |
Numerical analysis of hydroelastic response of marine risers under vortex induced vibration (VIV) |
Conferences Attended
| Type | Paper Title | Date | Place | Title |
|---|---|---|---|---|
| International | Comparison of Deep Learning and Random Forest for Rumor Identification in Social Networks | 03-Aug-2019 | New Delhi | International Conference on Innovative Computing and Communication ICICC |
| International | Study on machine learning approaches for stego anomaly detection, | 28-Jun-2017 | San Diego, USA | 3rd International conference on Artificial Intelligence & Robotics, Advances in Robotics & Automation Open Access 6 (2), |
| International | Online self -Test on WSN Nodes | 03-Apr-2013 | Maria college of Engineering | Processing on CSIR New Delhi sponsored 9th National Conference on Advanced Image Processing and Networking |
| International | Online Self-Test on WSN Nodes | 03-Feb-2013 | National Engineering college | International Conference on Emerging Marvels in Information and Computer Science and Engineering (EMICS’13) |
Books Published
| Book Title | Publication Year | Publisher |
|---|---|---|
| Artificial Intelligence and Machine Learning | December, 2022 | Veda Publications |
Events Organized
| Type | Category | Date | Title |
|---|---|---|---|
| International | Conference | 11-Jan-2024 | International Conference on Environmental Development Using Computer Science |
| National | Seminar | 27-Dec-2023 | One day Seminar on How to Write a Successful Research Proposal |
| International | Conference | 12-Apr-2023 | INTERNATIONAL CONFERENCE ON RECENT INNOVATIONS IN COMPUTER, COMMUNCATION AND MANUFACTURING |
Seminar / Workshop Attended
| Type | From | To | Title | Place |
|---|---|---|---|---|
| FDP (Faculty Development Program) | 27-Nov-2023 | 01-Dec-2023 | TensorFlow for Machine Learning | ICT ACADEMY (ONLINE) |
| FDP (Faculty Development Program) | 13-Feb-2023 | 15-Feb-2023 | three days Microsoft, SAP & Tamil Nadu Skill Development Corporation led Faculty Development Program on “Artificial Intelligence” under TechSaksham Program | TechSaksham Program |
| National | 14-Mar-2022 | 19-Mar-2022 | One-Week Online Faculty Development Programme on “Artificial Intelligence and Machine Learning” | E&ICT Academy IIT Guwahati (Online) |
| National | 29-Mar-2021 | 03-Apr-2021 | Introduction to Python Programming (Online Live FDP) | ICT ACADEMY (ONLINE) |
Membership
| Name | Number | Type |
|---|---|---|
| ACM Womens chapter | 8873464 | Member |
| International Association of Engineers | 306972 | Member |