Ms. Arya R

Designation: Assistant Professor

Educational Qualification: MCA, MPHIL CS, (Ph.D.)

Professional Experience

Industry: 2 years

Teaching :1 year

Research: 6 years

Specialization

Publications

• R. Arya*, Maya L Pai, “Rainfall Prediction Using an Optimized Genetic-Artificial Neural Network Model,” International Journal of Pure and Applied Mathematics: ISSN 1311-8080 (PRINTED VERSION) ISSN 1314-3395 (ONLINE VERSION): Volume 119, No. 10 (2018) [Indexing: Scopus]

•  Arya R, Vimina ER (2020)An Evaluation Of Local Binary Descriptors For Facial Emotion Classification. In: Saini H, Sayal R, Buyya R, Aliseri G (eds) Innovations in computer science and engineering. Lecture notes in networks and systems, vol 103. Springer, Singapore. [Indexing: Scopus]

• R. Arya & E. R. Vimina (2021) Local Triangular Coded Pattern: A Texture Descriptor for Image Classification, IETE Journal of Research, DOI:10.1080/03772063.2021.1919222.

[Indexing: Scopus, Web of Science, Science Citation Index Expanded (SCIE); Impact        factor:2.33]

• Arya, R. and Vimina, E.R (2022). Local neighborhood gradient pattern: A feature descriptor for content-based image retrieval. Journal of Intelligent & Fuzzy Systems. 1-23. 10.3233/JIFS-212604- .[Indexing: Scopus, Web of Science, Science Citation Index Expanded(SCIE); Impact factor:2.02]

• An Exploratory Review on Local Binary Descriptors for Texture Classification in Texture Analysis in Image Processing in Aug 2021

Conferences, Seminars, Workshops & FDPs Attended/Organized:

• Presented a paper entitled “Local Triangular Coded Pattern: A Texture Descriptor for Image Classification” a 3-day International Symposium on Artificial Intelligence for Social Good (AISG 2021) organized by Amrita Vishwa Vidyapeetham University.
• Presented a paper entitled “An Evaluation of Local Binary Descriptors for Facial Emotion Classification in the technical sessions-Data Mining” was presented in 7th International Conference on Innovations in Computer Science and Engineering (ICICSE-2019), conference held at Guru Nanak Institutions Technical Campus & Guru Nanak Institute of Technology, Hyderabad.
• Presented a paper entitled “Applications of Artificial Neural Networks and Genetic Algorithm for the Prediction of Forest Fire Danger in Kerala was presented in 10th World Congress o Nature and Biologically Inspired Computing (NaBIC) Conference held at VIT University, Vellore, India.
• Participated and successfully completed a 3 Day hands-on workshop on Deep Learning for Computer Vision and Time Series Data Analysis jointly organized by the Department of Computer Science and IT, Amrita School of Arts and Sciences, Kochi in association with Innovation and Entrepreneurship Development Centre (IEDC) – ASAS Kochi and Computer Society of India (CSI) on 4th, 5th and 6th March 2021.
• Participated and successfully completed the 3- days Faculty Development Programme on “Systemizing Research Problem Findings to Patenting” organized by Dept. of Computer Science & IT , Rajagiri School of Engineering & Technology, Rajagiri valley, Kochi, India from 29th-31st March 2021.
• Participated and successfully completed the 2-day online workshop on “Natural Language Processing and Deep Learning Techniques” organized by the Dept. of Computer Science and Technology, Jain University on 21st-22nd May 2021.
• Participated and successfully completed a 10-day Faculty Development Program on “Machine Learning and Deep Learning with Python (MLDLP)” organized by Electronics & ICT Academy, NIT Warangal on 21st–30th June 2021.
• ØParticipated and successfully completed a 5-days hands-on workshop on “Digital Image Processing and its applications (DIPA-2020)” organized by the Department of Computer Science & Engineering, NIT Arunachal Pradesh.
• Participated and successfully completed a 3-days hands-on workshop on “Deep learning for computer vision and time series data analysis (DIPA-2020)” organized by the Department of Computer Science &IT, held at Amrita Vishwa Vidyapeetham, Kochi Campus.
• Participated and successfully completed a 3-days hands-on workshop on “Deep Learning for Computer Vision and Time Series Data Analysis” organized by the Department of Computer Science & IT, held at Amrita Vishwa Vidyapeetham, Kochi Campus.
• Participated and successfully completed a “National hands-on workshop on Deep learning” organized by the Department of Computer Science & IT at Amrita Vishwa Vidyapeetham, Kochi Campus.
• Participated and successfully completed a 2-days hands-on workshop on “Deep learning for Signal Processing” organized by Amrita Center for Wireless Networks and Applications &IT, held at Amrita Vishwa Vidyapeetham, Amritapuri Campus.
• Participated and successfully completed a 2-days hands on workshop on “organized by Amrita Center for Wireless Networks and Applications &IT, held at Amrita Vishwa Vidyapeetham, Amritapuri Campus.
• Participated and successfully completed a “National workshop on Web Design Framework Django “organized by Department of Computer Science & IT, held at Amrita Vishwa Vidyapeetham, Kochi Campus.
• Participated and successfully completed a “Hands on workshop on Python Programming tool for Data Science “organized by the Department of Computer Science & IT at Amrita Vishwa Vidyapeetham, Kochi Campus.
• Participated and successfully completed a webinar on “English Writing Skills for Research Papers” organized by the Nuhianwali Education Society on 16th June 2021
• Participated and successfully completed a webinar on “Colour identification, color quantification and hyperspectral imaging organized by European Imaging Academy by Stemmer Imaging on 26th June 2021.
• Participated and successfully completed a two-day national seminar on “Scientific Research Writing and Latex Skills” organized by the Department of Computer Science & IT, held at Amrita Vishwa Vidyapeetham, Kochi Campus.
• Participated and successfully completed a webinar on “How to write a Research Paper for an international Journal-Tips, Traps& Tricks organized by Springer Nature in Collaboration with Central Library, Amrita Vishwa Vidyapeetham -Coimbatore Society on 30th July 2021

Research interests

• Computer Vision
• Deep Learning
• Machine Learning
• Datamining

Contact Details 

Ph: +91-9496320854

Email Id:  arya.r@saintgits.org