DEPARTMENT OF ARTIFICIAL INTELLIGENCE AND DATA SCIENCE
RESEARCH AND DEVELOPMENT
Anna University Recognized Department R&D Centre
SI.NO. | Name of the department | Recognized Department R&D Centre No | University |
---|---|---|---|
1. | Artificial Intelligence and Data Science | 4467830 | Anna University, Chennai |
Anna University Recognized Supervisor Details
SI.NO. | Name of the Faculty member | Supervisor Number | University |
---|---|---|---|
1. | Dr.M.Kaliappan | 2740025 | Anna University, Chennai |
2 | Dr.E.Marriappan | 2940087 | Anna University, Chennai |
Ph.D. Completed and Pursuing Details
SI.NO. | Name of the Faculty member | Designation | Internal/External Scholar | University | Status |
---|---|---|---|---|---|
1. | Dr.M.Kaliappan | Professor and Head | - | Anna University, Chennai | Awarded (2015) |
2. | Mrs.B.Revathi | Assistant Professor | Internal Scholar | Anna University, Chennai | DC-1 completed |
3. | Mrs.S.Selva Birundha | Assistant Professor | Internal Scholar | Kalasalingam Academy of Research and Education, Krishnankoil | Confirmation Completed |
4. | Mrs.C.Karpagavalli | Assistant Professor | Internal Scholar | Anna University, Chennai | Confirmation Completed |
5. | Ms.Amuthachenthiru K | Assistant Professor | Internal Scholar | Anna University, Chennai | DC-1 completed |
6. | Mrs.C.Usharani | Assistant Professor | Internal Scholar | Anna University, Chennai | Confirmation Completed |
7. | Mr. M. Ramnath | Assistant Professor | Internal Scholar | Anna University, Chennai | Confirmation Completed |
8. | Mrs.K.Usharani | Assistant Professor | Internal Scholar | Anna University, Chennai | DC-1 completed |
9. | Mrs. Chermakkani C | Assistant Professor | External Scholar | Anna University, Chennai | DC-1 completed |
10. | Mr.Saravanan T | Assistant Professor | External Scholar | Anna University, Chennai | Awaiting DC Meeting |
Research and Development Bulletin
SI.NO. | Academic Year | View/Document |
---|---|---|
1. | 2021-2022 | ![]() |
2. | 2022-2023 | ![]() |
3. | 2023-2024 | ![]() |
JOURNAL PUBLICATIONS
2022-2023
- Vimal.S ,et.al.,Self Adaptive Memetic Firefly Algorithm and CatBoost based Security Framework for IoT Healthcare Environment , Journal of Engineering Mathematics, Springer, Oct 2023, IF1.3 accepted for Publication.
- Rajesh Kumar Garg, Surender Kumar Soni, S. Vimal, Gaurav Dhiman,3-D Spatial Correlation Model for Reducing the Transmitting Nodes in Densely Deployed WSN , Microprocessors and Microsystems,? Oct 2023, IF 2.6
- Pradeepa S, Niveda Gaspar, Vimal.S, Subbulakshmi.P, Ahmed Alkhayyat, Kaliappan.M,Classifying Promoters by Interpreting the Hidden Information of DNA Sequences for disease prediction in clinical laboratories using Gaussian Decision Boundary Estimation Intelligent Decision Technologies, IOS Press, Oct 2023,IF 1.0
- N. Sasikaladevi, A. Revathi, S. Pradeepa, S.Vimal, Gaurav Dhiman,Anti-diabetic therapeutic medicinal plant identification using Deep fused Discriminant Subspace Ensemble(D2SE), International Journal of Interactive Multimedia and Artificial Intelligence, SCIE Indexed, Impact Factor: 3.6, Sep 2023
- Jerart Julus Lawrence, Vimal Shanmuganathan, Rajesh Manoharan, Sitharthan Ramachandran, Moustafa H. Aly , Prasun Chakrabarti, Next Generation WDM-Radio over Fiber Passive Optical Network: Deep Neural Network based Performance Analysis, Optical and Quantum Electronics, Springer, Sep 2023,IF 3.0
- Mufala Khan; Rakesh Kumar; Arwa N. Aledaily; Elham Kariri; Wattana Viriyasitavat; Kusum Yadav; Gaurav Dhiman; Amandeep Kaur; Ashutosh Sharma; S Vimal,A Systematic Survey on Implementation of Fuzzy Regression Models for Real Life Applications Archives of Computational Methods in Engineering, Springer, JUNE 2023,SCIE Indexed, IF 10
- Sitharthan R, Rajesh M, Vimal S, Saravana Kumar E, Yuvaraj S, Abhishek Kumar, Jacob Raglend I, Vengatesan K, A novel autonomous irrigation system for smart agriculture using AI and 6G enabled IoT network, Microprocessors and Microsystems, Elsevier, Volume 101,2023,104905,ISSN 0141-9331,https://doi.org/10.1016/j.micpro.2023.104905,SCIE,IF 2.6
- Mohit Kumar, Priya Mukherjee ,Sahil Verma ,Kavita ,NZ Jhanjhi, S Vimal , Bandar Almutain ,A Novel SDN-Based Security Framework for Wireless Sensor Networks Using TDCNN And PGF-ECC, Human-centric Computing and Information Sciences, June 2023, SCIE Indexed ,IF 6.558
- Shailendra Pratap Singh, Gaurav Dhiman, Wattana Viriyasitavat; S Vimal, Ketan Kotechan, Venkatesan Rajinikanth,Cyber Security and 5G-assisted Industrial Internet of Things using Novel Artificial Adaption based Evolutionary Algorithm Mobile Networks and Applications Springer, June 2023,SCIE Indexed, IF 3.8
- Neha Singh, Deepali Virmani, Gaurav Dhiman, S Vimal Multi to binary class size based imbalance handling technique in wireless sensor networks, International Journal of Nanotechnology,Inderscience, June 2023, SCIE Indexed, IF: 0.5
- Sasikaladevi N, Pradeepa S, Revathi A, Vimal. S,Ruben Gonzalez crespo, Diagnosis of kidney cyst, tumor and stone from CT scan imagesusing feature fusion hypergraph convolutional neural network (F2HCN2), "International Journal for Multiscale Computational Engineering", Begel House, May 2023, SCIE Indexed, IF:1.5
- Kusum Yadav , Kawther A. Al-Dhlan , Hamad A. Alreshidi , Gaurav Dhiman, Wattana Golf Viriyasitavat , Abdullah Zaid Almankory , Kadiyala Ramana, S Vimal, Venkatesan Rajinikanth,A Novel Coarse-to-fine computational method for threedimensional landmark detection to perform hard-tissue cephalometric analysis, Expert Systems, Wiley, May 2023, SCIE Indexed, IF: 2.812
- Muhammad Ali Jamshed, Yazdan Ahmad Qadri, Malik Saad; Muhammad Bilal, S. Vimal, Sung Won Kim, Injecting cognitive intelligence into beyond-5G networks: A MAC layer perspectiveComputer and Electrical Engineering, Elsevier , April 2023, IF 4.152
- P.Subbulakshmi, S.Vimal, Harold Robin, Janmenjoy Nayak Amit Verma, Comparative Evaluation of Attribute-enabled Supervised Classification in Predicting the Air quality, Spatial Information Research, Springer, ESCI indexed, Feb 2023, IF 2.4
- Tarik A. Rashid, Bryar A. Hassan, Abeer Alsadoon, Shko Qader, S. Vimal, Amit Chhabra Zaher Mundher Yaseen, Awareness requirement and performance management for adaptive systems: a survey The Journal of Supercomputing https://doi.org/10.1007/s11227-022-05021-1,IF 2.557, Jan 2023
- Maryam T. Abdulkhaleq , Tarik A. Rashid , Bryar A. Hassan, Abeer Alsadoon, Nebojsa Bacanin , Amit Chhabra , S.Vimal, Fitness Dependent Optimizer with Neural Networks for COVID-19 patients, Computer Methods and Programs in Biomedicine-Update, Elsevier, Jan 2023,Scopus Indexed.
- Sitharthan,S Vimal, Amit Verma, Madurakavi Karthikeya,Shanmuga Sundar Dhanabalan, Nataraja, Prabaharan M Rajesh, T Eswaran, Smart microgrid with the internet of things for adequate energy management and analysis, Computer and Electrical Engineering, https://doi.org/10.1016/j.compeleceng.2022.108556, Jan 2023, IF 4.152
- SohailSaif, PriyaDas, SuparnaBiswas, Manju Khari, VimalShanmuganathan, HIIDS: Hybrid intelligent intrusion detection system empowered with machine learning and metaheuristic algorithms for application in IoT based healthcare Microprocessors and Microsystems, Available online 12 August 2022, 104622, Elesevier,IF 3.503.
- Priyanka chugh Meenu Gupta, S. Indu, Gopal Chaudhary, Manju Khari, Vimal Shanmuganathan, ADVANCED ENERGY EFFICIENT PEGASIS BASED ROUTING PROTOCOL FOR IoT APPLICATIONS, Microprocessors and Microsystems ,Available online 21 November 2022, 104727, Elesevier,IF 3.503.
- Azhagu Jaisudhan Pazhani.A, P. Gunasekaran, Vimal Shanmuganathan, Sangsoon Lim, Kaliappan Madasamy, Rajesh M, Amit Verma,Peer-Peer communication using Novel Slice Handover Algorithm for 5G Wireless Networks, Journal of Sensor and Actuator Networks, MDPI, ESCI Indexed, Dec 2022
- Janmenjoy Nayak , H. Swapnarekha , Bighnaraj Naik , Vimal Shanmuganathan, Gaurav Dhiman ,25 YEARS OF PARTICLE SWARM OPTIMIZATION: FLOURISHING VOYAGE OF TWO DECADES, Archives of Computational Methods in Engineering, Springer, , Oct 2022,SCIE Indexed, IF 8.171
- Bighnaraj Naik, Janmenjoy Nayak,Pandit Byomakesha Dash , S. Vimal, Seifidine Kadry Hybrid Bayesian Optimization Hypertuned Catboost Approach for Malicious Access and Anomaly Detection in IoT Framework ? , Sustainable Computing: Informatics and Systems, Elsevier, Oct 2022,SCIE Indexed, IF 4.923-ACCEPTED
- Antony Taurshia , Jaspher W Kathrine , Alireza Souri , S E Vinodh, S Vimal, Kuan-Ching Li, S Sudhakar Ilango Software-Defined Network aided Lightweight Group Key Management for resource-constrained Internet of Things devices?, Sustainable Computing: Informatics and Systems, Elsevier, Oct 2022,SCIE Indexed, IF 4.923-ACCEPTED
- Debasmita Mishra , Bighnaraj Naik, Janmenjoy Nayak , Alireza Souri , Pandit Byomakesha Dashe, S.Vimal ,Light gradient boosting machine with optimized hyperparameters for identification of malicious access in IoT network, Digital Communications and Networks, Elsevier, Oct 2022,SCIE Indexed, IF 6.348.
- Rebin M. Ahmed,polla Fattah, Abeer Alsadoon, Nebojsa Bacanin, Seyedali Mirjalili, S. Vimal, Amit Chhabra, Kurdish Handwritten Character Recognition using Deep Learning Techniques, Gene Expression Patterns, Elsevier, Sep 2022, SCIE Indexed, IF1.448.
- L Ganesan, C.Umarani, M.Kaliappan, S.Vimal, Seifedine Kadry, Yunyoung Nam, Texture Image Analysis for Larger Lattice Structure using Orthogonal Polynomial framework, Information Technology and Control, Journal of Kaunas University of Technology, Sep 2022, IF:1.228
- Muhammad Bilal, Raja Majid Mehmood; S Vimal; Seong-Whan Lee, EEG-based Affective State Recognition from Human Brain Signals by Using Hjorth-Activity, Measurement, Elsevier, Aug 2022, IF 5.131.
- K. Lakshmi Narayanan, R. Santhana Krishnan, Y. Harold Robinson, E. Golden Julie, S. Vimal, V. Saravanan, M. Kaliappan, Banana Plant Disease Classification using Hybrid Convolutional Neural Network, Computational Intelligence and Neuroscience, Hindawi, Vol.2022, Article ID 9153699, Feb.2022, https://doi.org/10.1155/2022/9153699, SCI, IF 3.633
- Xu, Xiaolong; Liu, Zhongjian, Bilal, Muhammad; Vimal, S; Song, Houbing, Computation Offloading and Service Caching for Intelligent Transportation Systems with Digital Twin,", IEEE Intelligent Transportation Systems Transactions, IEEE, SCIE Indexed, July 2022, Impact Factor-9.5
- Yongzhao Xu, Paulo C. S. Barbosa, Joel S. da Cunha Neto , Lijuan Zhang d , S.Vimal, Victor Hugo C. de Albuquerqueb, Subbulakshmi p. , Development of intelligent and integrated technology for pattern recognition in EMG signals for robotic prosthesis command, Expert Systems , Wiley Publication, SCIE Indexed, July 2022
- Maryam T. Abdulkhaleq, Sazan L. Ali Tarik A. Rashid, Abeer Alsadoon, Mokhtar Mohammadi, Jaza M. Abdullah, Amit Chhabra, Rawshan N. Othman, Hadil A. Hasan, Sara Azad, Naz A. Mahmood, Sivan S. Abdalrahman, S.
- Vimal Hezha O. Rasul, Nebojsa Bacanin, Harmony Search: Current Studies and Uses on Healthcare Systems, Artificial Intelligence In Medicine, Elsevier, June 2022, SCIE Indexed, IF: 7.011
- Farhana Ajaz and Mohd Naseem, Sparsh Sharma, Gaurav Dhiman, Mohammad Shabaz, S. Vimal, Architecture and routing protocols for internet of vehicles: a review Int. J. Ad Hoc and Ubiquitous Computing, Vol. 40, Nos. 1/2/3, 2022
- Barzan Hussein Tahir, Tarik A. Rashid, Hafiz Tayyab Rau, Nebojsa Bacanin,Amit Chhabra,S. Vimal,Zaher Mundher Yaseen, Improved Fitness Dependent Optimizer for Solving Economic Load Dispatch Problem Computational Intelligence and Neuroscience,Impact Factor-3.6, SCIE Indexed, June 2022
- Akhtar Badshah, Muhammad Waqas, Ghulam Abbas, Fazal Muhammad, Ziaul Haq Abbas, Dr. Muhammad Bilal S Vimal, LAKE-BSG: Lightweight Authenticated Key Exchange Scheme for Blockchain-enabled Smart Grids, Sustainable Energy Technologies and Assessments, Volume 52, Part C, August 2022, 102248, SCIE Indexed, Impact Factor 5.3, May 2022
- A.AlfredRajaMelvin, G.JaspherWKathrine, Subbulakshmi Pasupathi, S. Vimal, R.Naganathan An AI Powered System Call Analysis with Bag of Word Approaches for the detection of Intrusions and Malware in ADFA and VMM Malware Attack Dataset Expert Systems , Wiley Publication, SCIE Indexed , May 2022.
- Alfred Raja Melvin, G. Jaspher W Kathrine, Dr. Subbulakshmi Pasupathi, S. Vimal, and Dr. R. Naganathan (2021), An AI Powered System Call Analysis with Bag of Word Approaches for the detection of Intrusions and Malware in ADFA and VMM Malware Attack Dataset, Emerging Trends in Artificial Intelligence for Intelligent Industrial Applications, 2021;00:16.
- G. Karpagarajesh,R. Santhana Krishnan , Y. Harold Robinson, S. Vimal, S. Thamizharasan, P. Subbulakshmi , M. Kaliappan Comparative analysis of FSO, OFC and diffused channel links in Photonics using Artificial Intelligence based S-BAND,C-BAND and L-BAND of the attenuation metrics, Sustainable Energy Technologies and Assessments, Elsevier, IF: 5.35, May 2022
- Xu, Xiaolong, Liu, Zhongjian ; Bilal, Muhammad; Vimal, S; Song, Houbing, Task Offloading and Caching with Decision Theory for Intelligent Transportation with Digital Twin, IEEE Transactions on Intelligent Transportation Systems, IF 6.492, April 2022
CONFERENCES PUBLICATIONS
2022-2023
- M. Ramnath and C. Y. Rubavathi, "Recommendations of Smartphone Applications According to Customer Reviews and Capabilities," 2023 Second International Conference on Augmented Intelligence and Sustainable Systems (ICAISS), Trichy, India, 2023, pp. 821-825, doi: 10.1109/ICAISS58487.2023.10250487.
- Kaliappan Madasamy, Vimal Shanmuganathan, Nithish, Vishakan, Vijayabhaskar, Muthukumar, Balamurali Ramakrishnan, Ramnath.M, Benign and Malignant Cancer Prediction using Deep Learning and Generating Pathologist Diagnostic Report, Second International Conference on Internet of Things and Health (IoTHIC-2023), October 20-21 2023, Hali University, Istanbul, Turkey, Engineering Cyber-Physical Systems and Critical Infrastructures (Scopus)
- Karpagavalli. C; Kaliappan. M; Amuthachenthiru. K, Radial Basis Function Neural Network for Intrusion Detection and Feed Forward Artificial Neural Network for Attack Mitigation in IoT, 2023 Second International Conference on Augmented Intelligence and Sustainable Systems (ICAISS), 23-25 August 2023, Trichy, India, Publisher: IEEE, DOI: 10.1109/ICAISS58487.2023.10250458.Scopus Indexed
- Saubhik Bandyopadhyay Pushan Kumar Dutta, Abdul Rehman Javed,Kassian T.T. Amesho, Abhimanyu Bhowmick, Rahul P, Madhushree Sannigrahi , Vimal Shanmuganathan ,A new type of audio steganography with increased privacy using different ratios of LSB embedding, 6th IET Smart Cities Symposium, IET, 6-9 December 2022 Zain - e-Learning Center - University of Bahrain, Bahrain
- Dr.S.Sumathi, Mr.R.Rajesh, S.Vimal, ,MACHINE LEARNING ALGORITHMS FOR DATA SECURITY IN INTERNET BASED SERVICES ,11TH ICCET 2023, ELEVENTH INTERNATIONAL CONFERENCE ON CONTEMPORARY ENGINEERING AND TECHNOLOGY, Prince Shri Venkateshwara Padmavathy Engineering College Collaboration with Samarkand State University Uzbekistan ,MAY 1ST - 2ND, 2023
- Birunda, S. S., Nagaraj, P., Jebamani, B. J. A., Revathi, B., & Muneeswaran, V. (2023, January). A Structured Analysis on IPL 2022 matches by approaching various Data Visualization and Analytics. In 2023 International Conference on Computer Communication and Informatics (ICCCI) (pp. 1-9). IEEE.
- Revathi, B., Elizabeth, S. K., Nagaraj, P., Birunda, S. S., & Nithya, D. (2023, February). Particle Swarm Optimization based Detection of Diabetic Retinopathy using a Novel Deep CNN. In 2023 Third International Conference on Artificial Intelligence and Smart Energy (ICAIS) (pp. 998-1003). IEEE.
- C.Karpagavalli, Dr.R.Suganya DDoS attack detection in IoT environment using Crystal Optimized Deep Neural Network in the International conference Artificial Intelligence of Things( ICAIoT 23) organized by National Institute of Technical Teacher Training & Research(NITTTR), chandigarh.
- C.Usharani, B.Revathi, A.Selvapandian, S.K.Kezial Elizabeth ,"Lung Cancer Detection in CT Images Using Deep Learning Techniques: A Survey Review" , in the International Conference on Intelligent Computing and Next Generation Wireless Networks (ICNGWN - 2023) organized by Sri Venkateswara College of Engineering, Sriperumbudur, Oct 2023.
BOOK/BOOK CHAPTER PUBLICATIONS
2022-2023
- Pradeepa Sampath, Vimal Shanmuganathan, JanmenjoyNayak, Prasun Chakrabarti, Kaliappan Madasamy , A Knowledge Discovery framework for Coronavirus Disease 2019 (COVID -19) disease from PubMed Abstract using Association Rule Hypergraph (AR-Hypergraph)- Elsevier book chapter Data Science in medical field Accepted Scopus- Jan 2024.
- P. Suresh Kumar, Pandit Byomakesha Dash, B. Kameswara Rao, S. Vimal & Khan Muhammad ,Early Detection of Chronic Obstructive Pulmonary Disease Using LSTM-Firefly Based Deep Learning Model, pp 247267, DOIhttps://doi.org/10.1007/978-3-031-17544-2_11, Nature-Inspired Optimization Methodologies in Biomedical and Healthcare. Intelligent Systems Reference Library, vol 233. Springer, Cham. https://doi.org/10.1007/978-3-031-17544-2_11, Nov 2022, Scopus Indexed.
- Das, S., Swapnarekha, H., Vimal, S. (2023). Integration of Blockchain Technology with Renewable Energy for Sustainable Development: Issues, Challenges and Future Direction. In: Das, A.K., Nayak, J., Naik, B., Vimal, S., Pelusi, D. (eds) Computational Intelligence in Pattern Recognition. CIPR 2022. Lecture Notes in Networks and Systems, vol 725. Springer, Singapore. https://doi.org/10.1007/978-981-99-3734-9_48
- Book Title : Computational Intelligence in Pattern Recognition, Book Subtitle : Proceedings of CIPR 2023 ,Editors : Asit Kumar Das, Janmenjoy Nayak, Bighnaraj Naik, S. Vimal, Danilo Pelusi ,Series Title Lecture Notes in Networks and Systems,DOI: https://doi.org/10.1007/978-981-99-3734-9, Publisher Springer Singapore, eBook Packages : Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
- Reddy, Hanumanthu, Behera, Vimal. S, Das, Pelusi, Issues and Future Challenges in Cancer prognosis : (Prostate cancer : A case study) Book Title:Computational intelligence in Cancer Diagnosis, ISBN:978-0-323-85240-1, Elsevier, Scopus Indexed, June 2023.
- Aso M. Aladdin, Jaza M. Abdullah, Kazhan Othman Mohammed Salih, Tarik A. Rashid, Rafid Sagban, Abeer Alsaddon, Nebojsa Bacanin, Amit Chhabra, S. Vimal, Indradip Banerjee. Fitness-Dependent Optimizer for IoT Healthcare Using Adapted Parameters A Case Study Implementation Book Practical Artificial Intelligence for Internet of Medical Things, eBook ISBN9781003315476, Scopus Indexed, Jun 2023.
- Asit Kumar Das, Janmenjoy Nayak, Bighnaraj Naik, S. Vimal, Danilo Pelusi , Book Title: Computational Intelligence in Pattern Recognition,Book Subtitle Proceedings of CIPR 2022, Lecture Notes in Networks and Systems,DOI: https://doi.org/10.1007/978-981-19-3089-8 , Publisher: Springer Singapore, Scopus Indexed, June 2023
JOURNAL PUBLICATIONS
- P. Saveetha, Y. Harold Robinson, Vimal Shanmuganathan, Seifedine Kadry, Yunyoung Nam, "Hybrid Energy-based Secured clustering technique for Wireless Sensor Networks," Journal of Internet Technology, vol. 23, no. 1 , pp. 21-31, Feb 2022, IF 1.005
- K. Lakshmi Narayanan, R. Santhana Krishnan, Y. Harold Robinson, E. Golden Julie, S. Vimal, V. Saravanan, M. Kaliappan, Banana Plant Disease Classification using Hybrid Convolutional Neural Network, Computational Intelligence and Neuroscience, Hindawi, Feb 2022, IF 3.633
- Lan, ZC., Huang, GY., Li, YP, Yun-Pei Li, Seungmin Rho, S. Vimal & Bo-Wei Chen Conquering insufficient/imbalanced data learning for the Internet of Medical Things. Neural Comput & Applic (2022). https://doi.org/10.1007/s00521-022-06897-z , IF 5.606, Feb 2022
- S. Gopikumar , J.Rajesh Banu, Y Harold Robinson, Raja S, S. Vimal, Danilo Pelusi & Kaliappan M, Geo Spatial Based Real Time Monitoring on Eutrophic Evaluation of Porunai River Basin for Pollution Risk Assessment,DOI:10.1080/22797254.2021.2025152, European Journal of Remote Sensing, Taylor and Francis, Impact Factor 3.647, Feb 2022
- Murugesh Veerasamy, R. Dinesh Kumar, E. Golden Julie, Y. Harold Robinson, S. Vimal, Gaurav Dhiman Deep Convolutional Nets learning classification for artistic style transfer, Scientific Programming, Hindawi, Jan 2022
- Suyel Namasudra,Pratima Sharma,Ruben Gonzalez Crespo, Vimal Shanmuganathan , Blockchain-Based Medical Certificate Generation and Verification for IoT-based Healthcare Systems, IEEE Consumer Electronics Magazine, IEEE Publisher, DOI: 10.1109/MCE.2021.3140048, SCIE Indexed, Jan 2022
- Soumya Ranjan Nayak, Janmenjoy Nayak, S. Vimal, Vaibhav Arora, Utkarsh Sinha, An ensemble artificial intelligence-enabled MIoT for automated diagnosis of malaria parasite in Expert Systems , Wiley Publication, DOI: 10.1111/exsy.12906 ,SCIE Indexed , Dec 2021.
- Pratima Sharma,Nageswara Rao Moparthi,Suyel Namasudra, Vimal Shanmuganathan,Ching-Hsien Hsu Blockchain-based IoT architecture to secure healthcare system using identity-based encryption in Expert Systems ,Wiley Publication, https://doi.org/10.1111/exsy.12915 ,SCIE Indexed , Dec 2021
- Aditya Atri,Ankita Bansal,Manju Khari,S. Vimal De-CAPTCHA: A novel DFS based approach to solve CAPTCHA schemes, Computer and Electrical Engineering, Elsevier, IF: 3.818, SCIE Indexed ,Dec 2021.
- Sengathir Janakiraman, Rajesh A, Gaurav Dhiman, S. Vimal, C.A. Yogaraja, Wattana Viriyasitavat , A Novel Cluster Head Selection using Hybrid Artificial Bee Colony and Firefly Algorithm for Network Lifetime and Stability in WSNs, Connection Science, Taylor and Francis, SCIE Indexed, Dec 2021.
- Mohammed A. El-Meligy M. Kavitha Margret, E. Golden Julie, Y. Harold Robinson, D.Vijayanandh, S. Vimal, Seifidine Kadry,Ahmed M.El-Sherbeeny, Smart Pharma: Blockchain Enabled Internet of Things for Smart Pharmaceutical Traceability System, IETE Journal of Research, Taylor and Francis, Nov, 2021, SCIE Indexed, IF 2.333.
- Pandit Byomakesh, DashaBighnarajNaik, JanmenjoyNayak ,S.Vimal , Socio-economic factor analysis for sustainable and smart precision agriculture: An ensemble learning approach , Computer Communications, Elsevier, Volume 182, 15 January 2022, Pages 72-87, 2021, SCIE Indexed ,IF 3.167.
- S Vimal, Y Harold Robinson, M Kaliappan, Abdulellah A Alaboudi, Ashish Kr Luhach and Noor Zaman, AI based Forecasting of Influenza Patterns from Twitter Information using Random Forest algorithm, Human-centric Computing and Information Sciences , Vol.11, No.33 , pp.1-14,2021, https://doi.org/10.22967/HCIS.2021.11.033 , SCI, IF:3.7
- M. Kaliappan, S. Vimal, K. Vijayalakshmi; Mi Young Lee, S. Manikandan, OSDDY:Embedded system based Object Surveillance Detection System with small drone using Deep YOLO, EURASIP Journal on Image and Video Processing, Article no: 19, pp.2-14, 2021, DOI:https://doi.org/10.1186/s13640-021-00559-1
- Kaliappan Madasamy, Vimal Shanmuganathan, Gaurav Dhiman, K.Vijayalakshmi, P.SureshKumar, published a paper titled Enhancing the QOS of far field networking and communication using the optical properties of graphene in Materials Today: Proceedings. Online March 2021. (Scopus Indexed), https://doi.org/10.1016/j.matpr.2021.03.678
- S.Vimal, Y. Harold Robinson, M.Kaliappan, Subbulakshmi Pasupathi and A.Suresh, Q Learning MDP Approach to Mitigate Jamming Attack Using Stochastic Game Theory Modelling With WQLA in Cognitive Radio Networks, Journal of Platform Technology, Vol. 9, No. 1, March 2021.
- R Venkatesh, C Bala Subramanian, M Kaliappan, Rainfall Prediction using Generative Adversarial Networks with Convolution Neural Network, Soft Computing(Springer), Published online January 2021, DOI: 10.1007/s00500-020-05480-9, SCI, IF:3.05
- Subbulakshmi Pasupathi, Vimal Shanmuganathan, Kaliappan Madasamy, Harold Robinson Yesudhas & Mucheol Kim, Trend analysis using agglomerative hierarchical clustering approach for time series big data, The Journal of Supercomputing . Published online January 2021. DOI: https://doi.org/10.1007/s11227-020-03580-9, SCI, Impact Factor: 2.469
- Jackins, V., Vimal, S., Kaliappan, M., Mi Young Lee, AI-based smart prediction of clinical disease using random forest classifier and Naive Bayes. Journal of Supercomputing, Published online Nov 2020. DOI: https://doi.org/10.1007/s11227-020-03481-x, SCI, IF.2.4
- M. Kaliappan, A.Niranjana Devi, R.Sandhiya, D.Lakshmanan, S.Selvakumari, Water Tank Monitoring and Flame Detection Application Using LORA, Journal of Green Engineering, Vol.10,No.9, pp. 57485762, October 2020. Scopus Indexed
- B. Vijayalakshmi, K. Ramar, M. Kaliappan , NZ Jhanjhi, Sahil Verma, K. Vijayalakshmi, S. Vimal, Kavita, Uttam Ghosh, An Attention Based Deep Learning Model For Traffic Flow Prediction Using Spatio Temporal Features Towards Sustainable Smart City, International Journal of Communication Systems, Published online November 2020, DOI:http://dx.doi.org/10.1002/dac.4609
- M. Sivaram, M.Kaliappan, S. Jeya Shobana, M. Viju Prakash,V. Porkodi, K.Vijayalakshmi, S.Vimal, A.Suresh, Secure Storage Allocation Scheme using Fuzzy Based Heuristic Algorithm for Cloud, Journal of Ambient Intelligence and Humanized Computing, IF.1.91, Published Online 14 May 2020, DOI: 10.1007/s12652-020-02082-z.
- Ruben Gonzalez Crespo, Vimal S, Manju Khari, L. Kalaivani, Nilanjan Dey, M Kaliappan ,Energy enhancement using multi-objective ant colony optimization with double Q learning algorithm for IOT based cognitive radio networks, Computer Communications(Elsevier), IF:2.76, Vol. 154, 15, 2020, pp. 481-490., https://doi.org/10.1016/j.comcom.2020.03.004
- R.Venkatesh, C.Bala subramanian M.Kaliappan Development of Big Data Predictive Analytics Model for Disease Prediction using Machine learning Technique, Journal of Medical Systems (Springer), Vol.43, Article number: 272, 2019, IF:2.09, DOI : 10.1007/s10916-019-1398-y.
- R.Geetha, S.Siva subramanian, M.Kaliappan, S.Vimal, Dr.Suresh Annamalai, Cervical Cancer Identification With Synthetic Minority Oversampling Technique And PCA Analysis Using Random Forest Classifier, Journal of Medical Systems (Springer), IF:2.09, Vol.43, Article number: 286, 2019, DOI: 10.1007/s10916-019-1402-6.
- Nattar kannan, S. Siva Subramanian, M. Kaliappan, S.Vimal, A. Suresh and P. Subbu lakshmi, Artificial Intelligence based attack mitigation Using Stochastic Game Theory Modelling with WQLA in Cognitive Radio Networks, Journal of Web Engineering, IF: 0.4, Vol. 17, No.6, pp.3599 3618, 2018
- S. Vimal, M. Kaliappan, A. Suresh, P. Subbu lakshmi, Sanjeev Kumar, and Dinesh Kumar, Development of Cloud Integrated Internet of Things Based Intruder Detection System, Journal of Computational Theoretical. Nano science, Vol.15, pp.35703575, 2018.
- Rasmi RanjanPanigrahi,ManoharMishra,,JanmenjoyNayak,VimalShanmuganathan,BighnarajNaikYoung-AeJung, A power quality detection and classification algorithm based on FDST and hyper-parameter tuned light-GBM using memetic firefly algorithm, Measurement,Elsevier,Oct 2021, IF 3.927
- T. Ananth Kumar,R. Rajmohan,E. Golden Julie,Y. Harold Robinson,S. Vimal,Seifedine Kadry, Reinforced resource management in vehicular fog computing using deep beacon power control protocol, International Journal of Web and Grid Services, Inderscinece, Sep 2021,IF 7.315
- EtuariOram,Pandit ByomakeshaDash,BighnarajNaik, JanmenjoyNayak,S.Vimal,Sathees KumarNataraj, Light gradient boosting machine-based phishing webpage detection model using phisher website features of mimic URLs, Pattern Recognition Letters,Elsevier, Sep 2021,IF 3.756
- A.Manjula,L.Kalaivani,M.Gengaraj,R.V.Maheswari,S.Vimal,SeifedineKadry, Performance enhancement of SRM using smart bacterial foraging optimization algorithm based speed and current PID controllers, Computer and Electrical Engineering,Elsevier,Sep 2021,IF 3.8
- Tanima Thakur,Isha Batra, Monica Luthra,Shanmuganathan Vimal,Gaurav Dhiman,Arun Malik, and Mohammad Shabaz, Gene Expression-Assisted Cancer Prediction Techniques, Journal of Health Care Engineering,Hindawi, Sep 2021,IF 2.682
- Priyanka Singh, Manju Khari & S. Vimal, EESSMT: An Energy Efficient Hybrid Scheme for Securing Mobile Ad hoc Networks Using IoT, Wireless personal Communication ,Springer , Aug 2021,IF 1.671
- Jyoti Bhola, Mohammad Shabaz, Gaurav Dhiman, S. Vimal, P. Subbulakshmi & Sunil Kumar Soni, Performance Evaluation of Multilayer Clustering Network Using Distributed Energy Efficient Clustering with Enhanced Threshold Protocol, Wireless personal Communication , Springer ,Aug 2021,IF 1.671
- M.Satheesh Kumar,S.Vimal,N.Z.Jhanjhi, Shanmuga SundarDhanabal,Hesham A.Alhumyani, Blockchain based peer to peer communication in autonomous drone operation, Energy Report, Elsevier SCIE Indexed,Aug 2021,IF6.87
- Pradeepa Sampath,Nithya Shree Sridhar,Vimal Shanmuganathan ,Yangsun Lee, TREASURE: Text Mining Algorithm Based on Affinity Analysis and Set Intersection to Find the Action of Tuberculosis Drugs against Other Pathogens, Applied Science,MDPI,SCIE Indexed, July 2021, IF 2.6
- Asad Abbas, Roobaea Alroobaea, Moez Krichen, Saeed Rubaiee, S. Vimal & Fahad M. Almansour, Blockchain-assisted secured data management framework for health information analysis based on Internet of Medical Things, Personal and Ubiquitous Computing SCIE Indexed,July 2021, IF 3.006.
- Xiaoxiao Chen, Linghui Li, Ashutosh Sharma, Gaurav Dhiman & S. Vimal The Application of Convolutional Neural Network Model in Diagnosis and Nursing of MR Imaging in Alzheimer's Disease Interdisciplinary Sciences--Computational Life Sciences,July 2021,IF 2.233
- Pradeepa Sampath,Nithya Shree Sridhar,Vimal Shanmuganathan,Yangsun Lee, TREASURE: Text Mining Algorithm Based on Affinity Analysis and Set Intersection to Find the Action of Tuberculosis Drugs against Other Pathogens, Applied Sciences, MDPI,SCIE Indexed, July 2021,IF 2.6
- Pavithra Latha Kumaresan , Subbulakshmi Pasupathi ,Sindhia Lingaswamy Sreesharmila Thangaswamy ,Vimal Shunmuganathan, Danilo Pelusi , Fruit-Fly optimization based feature integration in image retrieval, Mathematical Biosciences and Engineering, AIMS press SCIE Indexed,July 2021,IF 2.080
- Muhammad Mazhar Rathore,Syed Attique Shah,Ahmed Awad ,Dhirendra Shukla,Shanmuganathan Vimal ,Anand Paul, A Cyber-Physical System and Graph-Based Approach for Transportation Management in Smart Cities ,Sustainability, MDPI, SCIE Indexed, July 2021,IF 3.251
- G.Karpagarajesh,R.Santhana Krishnan,Y.Harold Robinson, S.Vimal, SeifedineKadry, YunyoungNam, Investigation of Deep Learning based digital video broadcasting application employing the modulation formats like QAM and PSK using OWC, FSO, and LOS-FSO channels ,Alexandria Engineering Journal, Elsevier, July 2021, SCIE Indexed Journal,IF.3.732
- Jithmi Shashirangana, Heshan Padmasiri, Dulani Meedeniya, Charith Perera, Soumya R. Nayak, Janmenjoy Nayak, Vimal Shanmuganathan Seifidine Kadry, License plate recognition using neural architecture search for edge devices, International Journal of Intelligent Systems,Wiley, July 2021, SCIE Indexed, IF 10.312
- Mikail Mohammed Salim,Vimal Shanmuganathan, Vincenzo Loia, and Jong Hyuk Park, Deep Learning Enabled Secure IoT Handover Authentication for BlockchainNetworks, Human-centric Computing and Information Sciences , July 2021, SCIE Indexed, IF 3.7
- M. MazharRathore,AnandPaulb,SeungminRhoc,MuradKhan,S.Vimal,Syed AttiqueShah, Smart traffic control: Identifying driving-violations using fog devices with vehicular cameras in smart cities, Sustainable Cities and Society,Elsevier, June 2021, SCIE INDEXED, IF 5.268
- Linghui Li, Xiaoxiao Chen, Ashutosh Sharma,S.Vimal,Gaurav Dhiman, The Application of Convolutional Neural Network Model in Diagnosis and Nursing of MR imaging in Alzheimer's Disease, Interdisciplinary Sciences: Computational Life Sciences, , June 2021,Springer,SCIE INDEXED,IF:1.5
- Janmenjoy Nayak,Bighnaraj Naik,Pandit Byomakesha Dash, Alireza Souri, Vimal Shanmuganathan, Hyper-parameter tuned Light Gradient Boosting Machine using Memetic Firefly Algorithm for Hand Gesture Recognition, Applied Soft Computing, Elsevier, , May 2021,SCIE INDEXED, IF 5.472
- S. Vimal, Y. Harold Robinson, M. Kaliappan, K. Vijayalakshmi, Sanghyun Seo, A method of Progression Detection for Glaucoma Using K-Means and the GLCM Algorithm Toward Smart Medical Prediction, The Journal of Supercomputing, Springer, May 2021SCI INDEXED, IF:2.469.
- Y. Harold Robinson, T. Samraj Lawrence, E. Golden Julie, S. Vimal, Development of Fuzzy enabled coverage hole detection algorithm in Wireless Sensor Networks, Wireless personal Communications, Accepted, May 2021, Springer, SCIE INDEXED,IF: 1.061.
- Javeria Naz, Muhammad Sharif, Mudassar Raza, Jamal Hussain Shah, Mussarat Yasmin, Seifidine Kadry, S. Vimal , Recognizing Gastrointestinal Malignancies on WCE and CCE images by an ensemble of Deep and Handcrafted features with entropy and PCA based features optimization Neural Processing Letters,(Springer),June 2021, SCI indexed, IF 2.8
- M. Poongodi, Mounir Hamdi, Mohit Malviya,Ashutosh Sharma, Gaurav Dhiman, S. Vimal, Diagnosis and combating COVID-19 using wearable Oura smart ring with deep learning methods, Personal and Ubiquitous Computing Springer, May 2021, SCIE ,IF 2.000, https://doi.org/10.1007/s00779-021-01541-4
CONFERENCE PUBLICATIONS
- Geetanjali Bhoi, Bighnaraj Naik, Etuari Oram, S.Vimal, Gravitational Search Optimized Light Gradient Boosting Machine for Identification of malicious access in IoT Network International Conference on Computational Intelligence in Pattern Recognition (CIPR 2022) IIEST Shibpur, India April 23-24, 2022, Springer
- K.Vijayalakshmi, M.Kaliappan, R.Siva Ranjini, M.Sasi Rekha, and R.Selva Ishwarya, Automatic Book Reading System for Visually Impaired Person using Deep Learning, National Web Conference on Challenges and Innovation in Engineering And Technology (NWCCIET-2021), 19-20 March, 2021.
- M.Kaliappan, K.Vijayalakshmi, and P.Rajarajeswari, Automatic Questionnaire Generator using Deep Learning, National Web Conference on Challenges and Innovation in Engineering And Technology (NWCCIET-2021), 19-20 March, 2021.
- S. Vimal, Y. Harold Robinson, M. Kaliappan, K. Vijayalakshmi, Sanghyun Seo, Progression Detection of Glaucoma using K-Means and GLCM Algorithm, The 22nd International Conference on Artificial Intelligence-(ICAI'20), July 27-30, 2020, Las Vegas, USA.
- P. Subbulakshmi, S. Vimal, M. Kaliappan, Y. Harold Robinson, Mucheol Kim, Trend Analysis using Agglomerative Hierarchical Clustering Approach for Time Series Big Data, The 22nd International Conference on Artificial Intelligence-(ICAI'20), July 27-30, 2020, Las Vegas, USA.
- V. Jackins, S. Vimal, M. Kaliappan, Mi Young Lee, Prediction of Clinical Disease with AI based Multiclass Classification using Naive-Bayes and Random Forest Classifier, The 22nd International Conference on Artificial Intelligence-(ICAI'20), July 27-30, 2020, Las Vegas, USA.
- M,Kalippan ,C.A Yogaraja , A.Niranjana Devi, R.Sandhiya , and S.Selvakumari, Water Tank Monitoring and Flame Detection using LORA, International Web Conference on Smart Engineering Technologies-2020, 26.06.2020 & 27.06.2020, Location: RAMCO INSTITUTE OF TECHNOLOGY, Rajapalayam.
- R.Venkatesh, M.Kaliappan, C. Balasubramanian K.R.Geerthanapriya, Rainfall Prediction System Using Generative Adversarial Networks, International Web Conference on Smart Engineering Technologies-2020, 26.06.2020 & 27.06.2020, Location: RAMCO INSTITUTE OF TECHNOLOGY, Rajapalayam.
- M. Kaliappan, B. Vijayalakshmi, Manikandan, M.Shrimalavika, G.Shunmugavalli and A. VijayaMalini, SEO Analysis for B2B websites using Google Webmaster tools, International Web Conference on Smart Engineering Technologies-2020, 26.06.2020 & 27.06.2020, Location: RAMCO INSTITUTE OF TECHNOLOGY, Rajapalayam
BOOK/BOOK CHAPTER PUBLICATIONS
- BIOINFORMATICS AND MEDICAL APPLICATIONS: Big Data Using Deep Learning Algorithms Edited by A. Suresh, S. Vimal, Y. Harold Robinson, Dhinesh Kumar Ramaswami and R. Udendhran, Copyright: 2022 ,:2022/05/30, ISBN: 9781119791836 , Hardcover , 315 pages , ISBN-13: 978-1119791836, ISBN-10: 1119791839, Publisher: Wiley
- Computational Intelligence in Data Mining (Book Subtitle Proceedings of ICCIDM 2021), Series Title Smart Innovation, Systems and Technologies, Editors Janmenjoy Nayak, H.S. Behera, Bighnaraj Naik, S. Vimal, Danilo Pelusi, DOI https://doi.org/10.1007/978-981-16-9447-9, Publisher: Springer Singapore, Hardcover ISBN978-981-16-9446-2
- Vimal S., Suresh A., Subbulakshmi P., Pradeepa S., Kaliappan M. (2020) Edge Computing-Based Intrusion Detection System for Smart Cities Development Using IoT in Urban Areas. In: Kanagachidambaresan G., Maheswar R., Manikandan V., Ramakrishnan K. (eds) Internet of Things in Smart Technologies for Sustainable Urban Development. EAI/Springer Innovations in Communication and Computing. Springer, Cham , DOI:https://doi.org/10.1007/978-3-030-34328-6_14).
- S. Vimal, V. Jeyabalaraja, P. Subbulakshmi, A. Suresh, M. Kaliappan, S. Koteeswaran, Deep Learning-Based Decision-Making with WoT for Smart City Development, In Aarti Jain, Rubn Gonzlez Crespo, Manju Khari(eds), Smart Innovation of Web of Things, 1st Edition, Published 2020, CRC Press, Pages12, ISBN:9780429298462, https://doi.org/10.1201/9780429298462
- Vijayalakshmi B., Kaliappan M., Ramar K., Vijayalakshmi K., Vimal S. (2021) Forecasting Using Deep Learning Approaches. pp 167-186. In: Srivastava S., Khari M., Gonzalez Crespo R., Chaudhary G., Arora P. (eds) Concepts and Real-Time Applications of Deep Learning. EAI/Springer Innovations in Communication and Computing. Springer, Cham. https://doi.org/10.1007/978-3-030-76167-7_11, Online: 24 September 2021.
- S. Vimal, Y. Harold Robinson, M. Kaliappan, K. Vijayalakshmi, Sanghyun Seo,Progression Detection of Glaucoma Using K-means and GLCM Algorithm,In: Arabnia H.R., Ferens K., de la Fuente D., Kozerenko E.B., Olivas Varela J.A., Tinetti F.G. (eds) Advances in Artificial Intelligence and Applied Cognitive Computing. Transactions on Computational Science and Computational Intelligence. Springer , pp 863-868|, 2021.
- P. Subbulakshmi, S. Vimal, M. Kaliappan,Y. Harold Robinson, Mucheol Kim,Trend Analysis Using Agglomerative Hierarchical Clustering Approach for Time Series Big Data,In: Arabnia H.R., Ferens K., de la Fuente D., Kozerenko E.B., Olivas Varela J.A., Tinetti F.G. (eds) Advances in Artificial Intelligence and Applied Cognitive Computing. Transactions on Computational Science and Computational Intelligence. Springer , pp 869-876|, 2021