Dr. A.K. Reshmy

Teaching

Educational Background

Academic Experience

Research Summary

Lecture Courses

• Object Oriented Programming
• Programming in C
• Programming in Java
• Operating Systems
• Principles of Compiler Design

Research

Area of Research Interest

• Data Mining
• Big Data
• Machine Learning

Publications Publications

International Journals

• S.Sabaria, A. K. Reshmy, P. Amudhavalli, A. Ramya, “Learning Based Facial Aesthetic Prediction Using Wrapper Feature Selection Approach”, Int. J. of Advanced Science and Technology, Vol. 29, No. 9s, pp. 6790-6802, 2020. (Scopus, IF – 0.41)
• D.Senthilkumar, A.K. Reshmy, M.G. Kavitha, “Non-Linear Machine Learning Techniques for Multi-Label Image Data Classification”, Int. J. Applied Mathematics & Information Sciences, Vol. 12, No. 5, 1-7, 2018.
• A.K.Reshmy, D. Paulraj, “Data mining of unstructured big data in cloud computing”, Int. J. Business Intelligence and Data Mining, Vol.13, Nos.1/2/3, 2018. (Annexure I)
• Arjuman Banu, A.K. Reshmy, “Cloud-based Video Propositions with classification of client in public systems”, Int. J. of Pure and Applied Mathematics, Vol. 119, No. 16, 2903-2911, 2018. (Scopus)
• S.Mythri, A.K. Reshmy, “A Survey on Data Transmission using Resource Reservation in Peer-to-Peer Network Services”, Int. J. of Pure and Applied Mathematics, Vol. 119, No. 16, 2769-2776, 2018. (Scopus)
• Vigneshwaran M, A.K. Reshmy, “A Comprehensive Study on Threats to Database Security”, Int. J. of Pure and Applied Mathematics, Vol. 119, No. 16, 2903-2911, 2018. (Scopus)
• Yeshwanth C, A.K. Reshmy, “Quadcopter with RTL Function”, International Journal of Pharmacy & Technology, 2016, 8 (4), 20759-20765. (Scopus)
• Sathya Narayanan, A.K. Reshmy, “An Efficient System for Monitoring and Automating Household Appliances using IoT”, International Journal of Pharmacy & Technology, 2016, 8 (4), 19967-19975. (Scopus)
• Aravindhan S, A.K. Reshmy, “Multi Cloud Deployment with Migration of Virtual Resources for Effective Resource Allocation and for Green Computing”, International Journal of Pharmacy & Technology, 2016, 8 (4), 20635-20641. (Scopus)
• Aishwarya A, A.K. Reshmy, “IoT – Garbage Monitoring System”, International Journal of Pharmacy & Technology, 2016, 8 (4), 20124-20130. (Scopus)
• S.Mythri, A.K. Reshmy, “Filtering Unwanted Messages from OSN User Wall”, International Journal of Pharmacy & Technology, 2016, 8 (4), 19804-19815. (Scopus)
• C.D.Surya Nivas, Arul Raj, A.K. Reshmy, “Wireless Technology in Classroom”, International Journal of Pharmacy & Technology, 2016, 8 (4), 21086-21093. (Scopus)
• Sumanth, A.K. Reshmy, “Traffic Signal Management”, International Journal of Pharmacy & Technology, 2016, 8 (4), 21330-21335. (Scopus)
• P.Aneesh Reddy, A.K. Reshmy, “The Human Immune and Security System”, International Journal of Pharmacy & Technology, 2016, 8 (4), 19902-19913. (Scopus)
• Sri Sai Kalyan, A.K. Reshmy, “Securing Methods of E-Banking”, International Journal of Pharmacy & Technology, 2016, 8 (4), 21160-21165. (Scopus)
• S.Spandana, A.K. Reshmy, “Natural Language Processing in Big Data: A Spilling Approach”, International Journal of Pharmacy & Technology, 2016, 8 (4), 20642-20658. (Scopus)
• S.Dileepkumar, A.K. Reshmy, “Light Control System for Emergency Vehicles”, International Journal of Pharmacy & Technology, 2016, 8 (4), 20098-20105. (Scopus)
• Krishnan B, A.K. Reshmy, “GPS Based Bus Tracking System using Android App”, International Journal of Pharmacy & Technology, 2016, 8 (4), 19839-19845. (Scopus)
• Vigneshwaran M, A.K. Reshmy, “Density Based Traffic Signal System using Microcontroller”, International Journal of Pharmacy & Technology, 2016, 8 (4), 19702-19707. (Scopus)
• Abdul Rashath R, A.K. Reshmy, “A Hadoop Performance Model for Multi-Rack Clusters”, International Journal of Applied Engineering Research, 2015, 10 (33), 24810-24816. (Scopus)
• Abdul Rashath R, A.K. Reshmy, “Analysis of Big Data and Application”, International Journal of Applied Engineering Research, 2015, 10 (33), 24828-24833. (Scopus)
• D.Dhevaprasadh, S.Anusuya, A.K.Reshmy, “Artificial Intelligence Based Efficient Pattern Matching For Security Evalution”, International Journal of Applied Engineering Research, 2015, 10 (33), 25251-25260. (Scopus)
• PrasannaRegmi, A.K. Reshmy, M. Balaji, “A Network improvement theme for DHT-based P2P Applications and exploitation of T-Hash Methodology”, International Journal of Applied Engineering Research, 2015, 10 (33), 248147-248151. (Scopus)
• RubeshKumar R, A.K. Reshmy, Anu R, “Advantage and trials of adopting cloud computing from an enterprise outlook”, International Journal of Applied Engineering Research, 2015, 10 (33), 24824-24828. (Scopus)
• Anu R, A.K. Reshmy, Rubesh Kumar R, “Filtering Technique on Mobile Cloud Computing”, International Journal of Applied Engineering Research, 2015, 10 (33), 24838-24841. (Scopus)
• S.RajRaghul, A.K. Reshmy, “Improvement of Resolution in Infrared Images Using Visible Image Data”, International Journal of Applied Engineering Research, 2015, 10 (33), 24842-24847. (Scopus)
• AnusuyaDhanasekaran, A.K. Reshmy, “Social and Security Implication with Social Television”, International Journal of Applied Engineering Research, 2015, 10 (4), 2766-2770. (Scopus)

Conference Papers

International Conference

• Senthilkumar D, George Washington, A.K. Reshmy, Noorunisha Mubarakali, “Energy Performance Prediction of Residential Buildings Using Non-Linear Machine Learning Technique”, International Conference on Innovative Computing and Communication (ICICC-2021), organized by Shaheed Sukhdev College of Business Studies, University of Delhi, in association with National Institute of Technology, Patna, India and University of Valladolid, Spain on 20th-21st Feb 2021. (ISBN: 978-981-16-2594-7 / 2597-8)
• P.Amudhavalli, A.K. Reshmy, S. Sabaria, “Semi-Supervised Learning Approach for Detecting Abnormalities in a Cloud Environment”, International Virtual Conference on Smart Advanced Material Sciences and Engineering Applications (IVCSAMSEA 2020), organized by K L University, Guntur, 03rd to 05th Dec 2020, (ISBN: 978-605-14423-1-9)
• P.Sherubha, P. Amudhavalli. S.P. Sasirekha, A.K. Reshmy, “An Adaptive Feature Selection And Classification Techniques For Threat Identification In WSNs”, International Virtual Conference on Smart Advanced Material Sciences and Engineering Applications (IVCSAMSEA 2020), organized by K L University, Guntur, 03rd to 05th Dec 2020, (ISBN: 978-605-14423-1-9)
• A.K.Reshmy, Sudha Rajesh, P. Amudhavalli and C. Narmatha, “A Learning Based Factorization Approach for Uniform Distribution of Data in M2M Communication,” 2020 International Conference on Computing and Information Technology (ICCIT-1441), Tabuk, Saudi Arabia, 2020, pp. 1-6, doi: 10.1109/ICCIT-144147971.2020.9213724, (Volume: 02, Issue: ICCIT- 1441, Page No.: 117 – 122, 9th & 10th Sep) 2020
• Magesh Bagyaraj R, Nandha Kishore, A.K. Reshmy, “Predictive Modelling for Air Pollution between Coastal and Inland Areas”, International Conference on Computing, Communication and Information Technology (I3CIT 2020), organized by Chennai Institute of Technology, 30th & 31st July 2020, (ISBN: 978-93-5407-928-3).
• Nandha Kishore, A.K. Reshmy, Magesh Bagyaraj R, “Univariate Analysis on Air Pollution Across Tamilnadu”, International e-Conference on Recent Trends in Electronics, Computing and Communication Engineering, (ICRTECC 2020), organized by Saveetha School of Engineering, 15th & 16th June 2020, (ISBN:9-788190-994811).
• A.K.Reshmy, D. Paulraj, “Effective Visualization of Big data using Modified Random Array Layout Model”, presented at International Conference on Knowledge based Computing Technologies (ICKCT’16), Feb 2017.
• A.K.Reshmy, D. Paulraj, “An Efficient Unstructured Big Data Analysis Method for Enhancing Performance using Machine Learning Algorithm”, was indexed in IEEE Xplore Digital Library, March 2015.
• A.K.Reshmy and D. George Washington, “Keyword Extraction From Data Mining Journal Papers”, International Conference on Globalizsation, Development, Public policy & Management, GDPME, Kannur University, Kerala, March 2008.

National Conferences

• A.K. Reshmy, “Redistribution of RIP over OSP and RIP Enhancement”, published in National Conference on Emerging Technologies, NCET, conducted by Velammal Engineering College, Mar 2010

Patent

Title of the invention: “An Apparatus for Overtopping Prevention for Vehicles and a Method Thereof”
Application No.: 201941045513 A
Publication Date: 29/11/2019
Date of filing of Application: 08/11/2019

Invited Lectures

• Delivered session on “Scope of Engineering Graduates” during Orientation Programme, organized by Shadan Women’s College of Engineering and Technology, Telangana, on 5th Dec 2020.
• Delivered webinar on “Data Visualization using Tableau”, organised by N.B.K.R. Institute of Science and Technology, Nellore, in association with CSI, on 5th June 2020.
• Delivered special lecture on “Innovative topics”, at SRM Institute of Science and Technology, Ramapuram Campus, Chennai on 28th January 2020.
• Resource person for Short Term Training Programme on “Big Data Analytics for Business Intelligence – Data Visualization using Tableau” at BS Abdur Rahman Crescent Institute of Science and Technology, during Dec 16-21, 2019.
• Acted as Resource person for training to Police Personnel on the topics “ASP .NET” during December 2019-March 2020.

FDP / Workshop / Seminar Organized

• Organized International Webinar on “Azure Cloud and Data Warehousing” on 22nd Sept 2020, at BS Abdur Rahman Crescent Institute of Science and Technology.
• Organized International Webinar on “Exploring Linux Distribution across Cloud, IoT & Mobile devices”, on 17th August 2020, at BS Abdur Rahman Crescent Institute of Science and Technology.
• Organized webinar on “Ethical Hacking” on 11th June 2020, at BS Abdur Rahman Crescent Institute of Science and Technology.
• Organized online workshop on “Artificial Intelligence for Science & Engineering Applications in MATLAB”, 29th May 2020, at BS Abdur Rahman Crescent Institute of Science and Technology.
• Organized webinar on “Demystifying AI Algorithms” on 26th May 2020, at BS Abdur Rahman Crescent Institute of Science and Technology.
• Organized 3 days Faculty Development Programme on “Trending Technologies” during 14th-16th May 2020, at BS Abdur Rahman Crescent Institute of Science and Technology.
• Organized webinar on “Python for Data Science” on 7th May 2020, at BS Abdur Rahman Crescent Institute of Science and Technology.
• Conducted online “C Programming Quiz”, on 2nd May 2020, at BS Abdur Rahman Crescent Institute of Science and Technology.
• Organized one day workshop on “Data Analytics and Digital Marketing” on 5th March 2020, for the final year students of B.S. Abdur Rahman Crescent Institute of Science and Technology.

FDP / Workshop / Seminar Participated

• Participated in 10 days Faculty Industry Training Programme on “Emerging Trends and Scope in Data Science”, organized by Department of IT, SRM Institute of Science and Technology, Ramapuram, from 23rd Nov to 4th Dec 2020.
• Participated & completed successfully AICTE Training And Learning (ATAL) Academy Online FDP on “Data Science using Python” from 23rd to 27th Nov 2020, at Government Polytechnic Gandhinagar.
• Certification from JOVIAN on “Data Analysis with Python: Zero to Pandas”, an online course offered by Jovian, representing approximately 60 hours of coursework.
• Participated in Faculty Development Programme on “End-to-End Process in Data Analytics”, organized by SSN College of Engineering, from 2nd to 6th Nov 2020.
• Participated in Online AICTE Training and Learning (ATAL) Faculty Development Programme (FDP) on “Blockchain Application Development Using Hyperledger and Ethereum” (5th to 9th October 2020) Organized by Department of Computer Science & Engineering, National Institute of Technology, Meghalaya.
• Participated in TEQIP Sponsored Online Faculty and Staff Development Programme on “Python for Machine Learning” organized by Department of Computer Science Engineering, Govt Engineering College, Sreekrishnapuram, Palakkad on 14th -18th September 2020.
• Participated in Online FDP on “Data Science“, organized by Rajalakshmi Institute of Technology, in association with CSI, during 24th – 28th Aug 2020.
• Participated in Faculty Development Programme from 10th to 16th August 2020, on “Android app using Kotlin” organized by B.S Abdur Rahman Crescent Institute of Science and Technology with course material provided by Spoken Tutorial Project, IIT Bombay.
• Attended webinar on “Application of AI in Data Science” orgranized by the Department of Electronics and Communication Enginnering, SRM Institute of Science and Technology, Vadapalani, 1st Aug 2020
• Attended One week Industry – Oriented Online STTP on “Current Trends and Tools for Web Development”, Organized by Department of Computer Science and Engineering, Sri Venkateswara College of Engineering, held from 21st July  to 25th July 2020.
• Attended Webinar on “Machine Learning using R”, on 06th July 2020 organized by the Department of Computer Science and Engineering, University College of Engineering, BIT Campus, Anna University, Tiruchirappalli.
• Attended Webinar on “Cyber Forensics and the Current Challenges” on 13th June 2020, organized by Department of Information Technology, BS Abdur Rahman Crescent Institute of Science and Technology.
• Participated & completed successfully AICTE Training And Learning (ATAL) Academy Online FDP on “Data Science” from 25nd May – 29th May 2020 at NITTTR, Chandigarh.
• Attended Webinar on “Internet of Things”, on 22nd May 2020, organized by the Department of Computer Science and Engineering, at SRM Institute of Science & Technology, Kattankulathur.
• Participated in Online Workshop on “Scientific Writing for Journals”, organized by Springer Nature on 15th May 2020.
• Participated & completed successfully AICTE Training And Learning (ATAL) Academy Online FDP on “Data Sciences” from 09th May – 13th May 2020 at Dr Harisingh Gour University Sagar (MP).   
• Participated & completed successfully AICTE Training And Learning (ATAL) Academy Online FDP on “Data Science” from 04th May – 08th May 2020 at Punjab Engineering College (Deemed to be University).
• Participated in “CPP MOOC”, Spoken Tutorial Project, at IIT Bombay, funded by the National Mission on Education through ICT, MHRD, Govt. of India, organized by Teaching Learning Centre (ICT), PMMMNMTT, IIT Bombay from 6th – 25th April 2020.
•  Attended Online Faculty Development Programme on “Moodle Learning Management System”, organized by Department of Computer Science, Kaypeeyes College of Arts & Science, Kotagiri, The Nilgiris association with Spoken Tutorial Project, IIT Bombay, MHRD, Govt., of India from 29th April to 01st May 2020.
• Attended Webinar on “Advanced Business Analytics using R Software”, organized by BrainSwig Edutech Pvt. Ltd., on 28th April 2020.
• Participated in the Webinar on “All about Patents and Intellectual Property”, organized by Crescent Innovation Incubation Council on 26th April 2020.
• Attended two days training session on “Hands on Python Programming”, conducted by HunarPro Skilling, on 21st and 22nd April 2020.
• Attended One day Workshop on “C and C++ Main”, organized by BS Abdur Rahman Crescent Institute of Science and Technology in association with IIT Bombay – ST, on 29th Feb 2020.
• Attended 2 days faculty development program on “Cyber Crimes, Cyber Security and Digital Forensics” on 05th and 06th December 2019, organised by the Department of Computer Science and Engineering, at SRM Institute of Science & Technology, Vadapalani.
• Attended 2 days National Workshop on “Deep Learning and Accelerated Computing” on 26th and 27th September 2019, organized by the Department of Computer Science and Engineering, at SRM Institute of Science & Technology, Kattankulathur.
• Participated in 3 days FDP on “Introduction to Big Data Analytics”, organized by ICT Academy in association with SCIMS and Crescent Faculty Training Academy, at BS Abdur Rahman Crescent Institute of Science and Technology, during 7th August – 9th August 2019.

Extension Activities

• Reviewer for International Journal of Speech Technology
• Reviewer for International Journal of Information Technology Project Management
• Reviewer for Conference on Intelligent Computing and Communication Networks, Anna University, BIT Campus, Trichy
• Handled the sessions for Training to Police Personnel for Computer Awareness Competition in the All India Police Duty Meet (AIPDM) – Dec 2019
• Doctoral Committee Member for various institutions like Anna University, Vels University.

Professional Membership

• ISTE – LM 66311
• IET – 1100570028

Additional Responsibilites

• BoS Dept Coordinator
• NBA Dept Coordinator
• Dept Exam Cell Coordinator – PG
• UG Project Review Committee Member
• Department Minutes of Meeting incharge
• Internal DAAC Member (MCA, BCA, B.Sc.)
• Member in NAAC – Documentation and File work
• ISO File Maintenance
• Department Event Report Incharge
• Class advisor for BCA(DS) – 2019-22 batch
• Certificate committee member in 10th convocation