Dr.K.Nithya

Journal

 Science Citation Index (SCI) – Journal Publications

• R. Dhivyaa, K. Nithya, K. Karthika, S. Mythili, “Multi-Feature Integrated Concurrent Neural Network for Human Facial Expression Recognition,” Journal of Internet Technology, vol. 23, no. 6 , pp. 1263-1274, Nov. 2022.
• R, Dhivyaa, Nithya Kandasamy, and Sudhakar Rajendran. “Integration of dilated convolution with residual dense block network and multi‐level feature detection network for cassava plant leaf disease identification.” Concurrency and Computation: Practice and Experience 34.11 (2022): e6879.
• Nithya Kandasamy and Krishnamoorthi Murugasamy, “Detecting and filtering rumor in social media using news media event”, Concurrency and Computation Practice and Experience, Volume 33, Issue 20, October 2021, e6329, https://doi.org/10.1002/cpe.6329.    

  International JOURNAL Publications

• Kandasamy, Nithya & Murugasamy, Krishnamoorthi. (2020). Determining the Sentiments of Bi-lingual Tweets Using Convolutional Neural Network and Support Vector Machine. Journal of Advanced Research in Dynamical and Control Systems. 12. 80-89, 2020.
• C.R.Dhivyaa, R.Sudhakar, K.Nithya and E.Prabhakar, “Performance Analysis of Convolutional Neural Network for Retinal Image Classification”, International Journal of Psychosocial Rehabilitation, Vol.23 , No.4, pp.1149-1159, 2019.
• K Nithya, M Krishnamoorthi and M Kalamani “Tweets: Review of Micro-Blog Based Recommendation Systems (RS) for News Recommendation (NR)” published in International Journal of Recent Technology and Engineering (IJRTE), ISSN: 2277- 3878, Volume-7 Issue-4S, November
• Nithya, T.Aayebagavathi, V.Mahalakshmi, K.Nithya and K.Vijayalakshmi, “A Novel Approach to Extract Best-K Happening Patterns across Streams” published in International Journal of Scientific Research in Computer Science, Engineering and Information Technology, ISSN: 2456-3307 Volume: 04, Issue: 01, April-2018.
• K Nithya, NP Vasumathi, P Preethi and V Divya, “A Non-Invasive Approach to detect Diabetic Mellitus (DM) and Diabetic Retinopathy (DR) using Tongue color, texture and Geometry features” published in International Journal of Advanced Research in Biology Engineering Science and Technology, ISSN 2395-695X, Volume 2, Issue 10 March
• M Saranya and K Nithya, “Campus Navigation and Identifying Current Location through Android Device to Guide Blind People”, published in International Research Journal of Engineering and Technology, ISSN 2395-0072, Volume 2, Issue 08 November
• Saranya and K.Nithya “A Survey On Handwritten Recognition Using Diverse Strategies”, in International Journal of Advanced Research Trends In Engineering And Technology, ISSN 2394-3785
• K Nithya, M Saranya and CR Dhivyaa “Concept Based Labeling of Text Documents Using Support Vector Machine”, in International Journal on Recent and Innovation Trends in Computing and Communication, ISSN 2321-8169, Volume 2, Issue 3 March
• C R Dhivyaa, K Nithya and M Saranya “Automatic Detection of Diabetic Retinopathy from Color Fundus Retinal Images”, in International Journal on Recent and Innovation Trends in Computing and Communication, ISSN 2321-8169, Volume 2, Issue 3 March
• Nithya and G.Saranya “Multi-Frame Integration for the Text Recognition”, in International Journal of Engineering and Technology and Sciences, ISSN 2349-3976, Volume I, Issue VIII Dec 2014
• Saranya and K.Nithya “Using Multi-Frame Integration for the Text Detection and Recognition on Traffic Panel Street Image”, in International Journal of New Technologies in Science and Engineering, ISSN 2349-0780, Volume 1 ,Issue 3 Sep 2014.

Book Chapter

• Mythili, S., Nithya, K., Krishnamoorthi, M and Kalamani, M. , “Standards and protocols for Agro-IoT”, Cloud IoT Systems for Smart Agricultural Engineering, pp. 187–208, Chapman and Hall/CRC, Chapter 12, 22 pages, February 2022.
• K Nithya, S Mythili, M Krishnamoorthi and M Kalamani, “Video Segmentation and Compression”, Computational Intelligence in Image and Video Processing, Chapman and Hall/CRC, Chapter 11, 15 pages, February 2023. 

International Conferences

Scopus Indexed – Conference Publications

• R. Dhivyaa, K. Nithya, R. Dharshini, R. Sudhakar, K. Sathis Kumar, T. Janani, “Fine-Tuned Convolutional Neural Networks for Tamil Handwritten Text Recognition”, International Conference on Communication and Electronics Systems ICCES 2023, June 2023.
• Nithya, C. R. Dhivyaa, E. S. Sowbhakian, S. Saran Kumar, T. Vishnu, “Predicting the Progression of Health Affecting Disease: A Comparative Analysis using ANN and Ensemble Approach”, International Conference on Communication and Electronics Systems ICCES 2023, June 2023.
• R. Dhivyaa, K. Nithya, T. Vignesh, R. Sudhakar, K. Sathis Kumar, T. Janani, “An Enhanced Deep Learning Model for Tomato Leaf Disease Prediction”, International Conference on Communication and Electronics Systems ICCES 2023, June 2023.
• R. Dhivyaa, K. Nithya, T. Janani, K. S. Kumar and N. Prashanth, “Transliteration based Generative Pre-trained Transformer 2 Model for Tamil Text Summarization,” 2022 International Conference on Computer Communication and Informatics (ICCCI), Coimbatore, India, pp. 1-6,2022.
• Nithya, S. Sathyapriya, M. Sulochana, S. Thaarini and C. R. Dhivyaa, “Deep Learning based Analysis on Code-Mixed Tamil Text for Sentiment Classification with Pre-Trained ULMFiT,” 2022 6th International Conference on Computing Methodologies and Communication (ICCMC), Erode, India, pp. 1112-1116, 2022.
• Divya P, Palanivel Rajan D, Nithya K, “Review on various deep learning methods adopted to improve the plant leaf disease classification in precision agriculture”, 12th International Conference on Advances in Computing, Control, and Telecommunication Technologies, ACT 2021, 2021, 2021-August, pp. 49–54.
• Nithya, P. C. D. Kalaivaani and R. Thangarajan, “An enhanced data mining model for text classification,” 2012 International Conference on Computing, Communication and Applications, Dindigul, India, 2012, pp. 1-4.

Conferences Attended

• International Conference in Information Sciences & Renewable Energy Sources and presented a paper titled “Multiview Missing Data Prediction for Dengue Disease”,
• National Conference on Trends in Engineering Applications and Management and presented a paper titled “Multi-Frame Integration Approach for Text Detection and Recognition on Traffic Panel Street Image”, 2015.
• National Conference on Emerging Trends in Engineering and Technology and presented a paper titled “Campus Navigation for Blind People on Android Devices”,
• International Conference in Synergistic Evolutions in Engineering (ICSEE) and presented a paper titled “Privacy- Preserving Distributed Rule Mining for Multi-Party Communication”,
• International Conference on Computing, Communication and Applications (ICCCA- 2012) and presented a paper titled “An Enhanced Data Mining Model for text Classification‟
• International Conference on Futuristic Trends in Computer Science Engineering and Information Technology (ICCT-2012) and presented a paper titled, “Topic Based text Document Categorization Using support Vector Machine”. 

National Conferences:

• National Conference on Trends in Engineering Applications and Management and presented a paper titled “Multi-Frame Integration Approach for Text Detection and Recognition on Traffic Panel Street Image”.
• National Conference on Emerging Trends in Engineering and Technology and presented a paper titled “Campus Navigation for Blind People on Android Devices”.

• Published an article titled “Overview of Digital Forensic Investigation”, CSI Communications Magazine, Computer Society of India, March 2016
• Received YOUNG RESEARCHER AWARD from Top Engineers TESFA 2016.
• Produced Centum result in SSLC Mathematics

Participated

• “National Seminar on Artificial Intelligence and its Applications”, Organized by EASA College of Engineering on 22nd Oct 2012.
• “Object Oriented Analysis and Design using UML with Essentials of Rational Software Architect” Organized by IBM software Education on 19th to 22nd Dec2012.
• “CSIR Sponsored National workshop on Computational Intelligence System Based on Neuro Fuzzy logic in Medical Diagnosis and Bioinformatics”, Organized by Kongu Engineering College on 1st and 2nd Oct 2013.
• “National Level Workshop on Latex Tool”, Organized by Nandha College of Technology on 21st Dec 2013.
• “CSI Sponsored National Seminar on Advanced Web Technology”, Organized by Nandha Engineering College on 3rd and 4th Jan 2014.
• “Faculty Development Program on CS6301-Programming and Data Structures II”, Organized by Surya Engineering College, Erode, Tamilnadu on 16th to 22nd Jun 2014.
• “Seminar on Writing Effective Research Paper(S) and Thesis”, Organized by K.S.R College of Engineering on 19th Jul 2014.
• “International Seminar on Recent Trends in Wireless communication and Networking (ISRTWCN 2014)”, Organized by Maharaja Engineering College for Women on 17th Dec 2014.
• “DBT Sponsored National Seminar on Advances in Bio-Inspired Computing for Medical Image Diagnostics”, Organized by Kongu Engineering College on 19th and 20th Jun 2015.
• “National Workshop on Thin Client”, Organized by J.K.K Nattraja College of Engineering and Technology on 18th Sep 2015
• “DBT Sponsored National Seminar on Analysis of Signal and Image Processing Techniques for Diagnosis of Neuro and Cardiac Abnormalities”, Organized by Kongu Engineering College on 16th and 17th Oct 2015.
• “DBT Sponsored National Seminar on Knowledge Discovery in Biomedical Informatics Using Cloud Computing”, Organized by Kongu Engineering College on 26th and 27th Nov 2015.
• “DBT Sponsored Seminar on Model Development for Biological Anomaly Detection Using”, Organized by Kongu Engineering College on 10th and 12th Dec 2015.
• Attended National Level Workshop on “Intellectual Property Rights & Innovations” held on 15th December 2017 conducted at Nandha College of Technology, Erode.
• Participated ICMR sponsored National Level Seminar on “Technological Evolution in Sensor Equipment for Medical Application” held on 8th & 9th Feb 2018 conducted at Nandha Engineering College, Erode.
• Completed hands on workshop on “Artificial Intelligence and Deep learning” conducted by leadingindia.ai, a nationwide initiative by Bennett University, Noida, India on 28th and 29th July 2018.
• Completed Image Classification with DIGITS, Object Detection with DIGITS in NVIDIA – Deep Learning Institute on 30th July 2018.
• Attended Six days Faculty Development Programme on “Advanced Data Analytics” held on 3rd December 2018 to 8th December 2018 sponsored by AICTE at Bannari Amman Institute of Technology, Sathyamangalam.
• Attended National Level Workshop on “Data Analytics Using R” held on 3rd March 2018 conducted at KSR Institute of Engineering and Technology, Erode.
• Attended FDP on “Data Science and Machine Learning” held on held during 13th – 17th July 2021 organized by the Department of Computer Science and Engineering, Bannari Amman Institute of Technology, Sathyamangalam.
• Participated in a Two-week FDP on “Data Science” from 23rd August to 4th September 2021 organized by Vidyavardhaka College of Engineering, Mysuru.
• Participated in the Five days “Summer School On Data Learning And Knowledge Earning”, held on 9th -13th May 2022@ Department of CSE, NIT Puducherry, Karaikal.
• Participated in six days Faculty development program on “ Recent Advancements and Applications of Data Science” held on 27^th June to 2^nd July 2022 Organized by Paavai Engineering College.
• Participated in five days International STTP on “Advanced Approaches and Insights on Artificial Intelligence and Deep Learning in Health Care” held on 27^th March 2023 to 31^st March 2023 Organized by Sri Venkateshwara College of Engineering.

Academic Experience:

• Worked as Assistant Professor in Kongu Engineering College (Autonomous), Erode from December 2020 – August 2023.
• Worked as Assistant Professor in Bannari Amman Institute of Technology (Autonomous), Erode June 2020 – October 2020.
• Worked as Assistant Professor in Nandha College of Technology, Erode from June 2013 – June 2020.
• Worked as Assistant Professor in Vivekanandha Engineering College for Women, Sankari from July 2012 – May 2013.

1) Professional Body      : Indian   Society  for Technical Education (ISTE)

    Membership Type      : Life Member

    Membership Number : LM87547

2) Professional Body      : Computer Society of India (CSI)

    Membership Type      :  Life Member

    Membership Number : L1502370

3) Professional Body.    : Computer Science Teachers Association (CSTA)

    Membership Type.     : Life Member

    Membership Number : 8897863