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Dr. R. Annamalai

Assistant Professor (SG), Department of Computer Science and Engineering, School of Computing, Chennai

Qualification: BE, M.Tech, Ph.D
r_annamalai@ch.amrita.edu
Research Interest: Machine Learning, Deep Learning, Optimization algorithms, Programming Languages

Bio Publications Qualification Certifications Membership FDP Attended/ Organised Online Courses Workshops Attended Invited Talks Courses Taught Reviewer – Publications
Bio

Dr. R. Annamalai currently serves as the Assistant Professor (Selection Grade), in the Department of Computer Science and Engineering, School of Computing, Amrita Vishwa Vidyapeetham, Chennai. He has 16 years of experience in teaching and 2.6 years of experience in Industry. His areas of interest include Programming Languages, Data structures, Algorithms, Machine Learning, Theory of Computation, Compiler Design and Object-Oriented Programming using Java. He has delivered many guest Lectures and acted as resource person in Faculty development programs. He has also acted as a Review member in reviewing Journal papers in good reputed journals and session chair in national conferences.

Professional Appointments

16 years of teaching experience in reputed engineering colleges and 2.6 Years of Industrial Experience in Tata Consultancy Services Pvt.Ltd.

Publications

Journal Article

Year : 2022

Design of Optimal Bidirectional Long term short memory based predictive analysis and severity estimation model for diabetes mellitus

Cite this Research Publication : R. Annamalai, Dr. R. Nedunchelian, "Design of Optimal Bidirectional Long term short memory based predictive analysis and severity estimation model for diabetes mellitus," International Journal of Information Technology, 15, pages 447 - 455, [ SCOPUS/ SPRINGER] - April 2022.

Year : 2021

Diabetes Mellitus Prediction and severity level estimation using OWDANN Algorithm

Cite this Research Publication : R. Annamalai, Dr. R. Nedunchelian, "Diabetes Mellitus Prediction and severity level estimation using OWDANN Algorithm," International Journal of Computational Intelligence and Nano science, [SCI/WOS ], August 2021. DOI: https://doi.org/10.1155/2021/5573179.

Year : 2020

Social media networks owing to disruptions for effective learning

Cite this Research Publication : S. Neelakandan, R. Annamalai, Sonia Jenifer Rayen, J. Arunjasmine, "Social media networks owing to disruptions for effective learning," Procedia Computer Science, [SCOPUS/ELSEIVER], Volume 172, 2020, Pages 145-151.

Year : 2020

Preventing Selective Packet Dropping Attack using Puzzle Hiding Approach in Wireless Networks

Cite this Research Publication : R. Annamalai, Sudha Mercy, "Preventing Selective Packet Dropping Attack using Puzzle Hiding Approach in Wireless Networks," Test Engineering and Management [SCOPUS ], 2020

Year : 2020

A Novel Approach for Vehicle Type Classification and Speed Prediction using Deep Learning

Cite this Research Publication : E. S. Madhan, R. Annamalai, S. Neelakandan, "A Novel Approach for Vehicle Type Classification and Speed Prediction using Deep Learning," Journal of Computational and Theoretical Nanoscience, Volume 17, Number 5, pp. 2237-2242, [SCOPUS], 2020. DOI: https://doi.org/10.1166/jctn.2020.88770

Year : 2019

Electrical Utilizations well ordered by Smartphone using Smart Huis Through Android Studio Optimization

Cite this Research Publication : R. Annamalai, Ancy S., Cornelius K., "Electrical Utilizations well ordered by Smartphone using Smart Huis Through Android Studio Optimization," International Journal of Recent Technology and Engineering [SCOPUS], ISSN:2277-3878, Volume 8, Issue-1S4, June 2019.

Year : 2018

A Big Data Approach for Dimensionality Reduction to Dole out Scalable Debasement

Cite this Research Publication : S. Neelakandan, Annamalai R., S. VelMurugan, "A Big Data Approach for Dimensionality Reduction to Dole out Scalable Debasement," Journal of Emerging Technologies and Innovative Research, Volume 5, Issue 6, pp. 766-769, ISSN: 2349-5162, June 2018.

Year : 2018

Implementation of Medical Knowledge Extraction from Truth Discovery and Supervised Methods

Cite this Research Publication : S. Neelakandan, Annamalai R., S. Velmurugan, "Implementation of Medical Knowledge Extraction from Truth Discovery and Supervised Methods," Journal of Emerging Technologies and Innovative Research, Volume 5, Issue 6, pp. 774-777, ISSN: 2349-5162, June 2018.

Year : 2018

Efficient solution to the Waste Management Process using IOT for Smart Thrash Can

Cite this Research Publication : Annamalai R., S. Neelakandan, Dineshkumar M., "Efficient solution to the Waste Management Process using IOT for Smart Thrash Can," Journal of Emerging Technologies and Innovative Research, Volume 5, Issue 6, pp.426-428, ISSN: 2349-5162, June 2018.

Year : 2016

Implementing Campus Indoor Location Tracking System

Cite this Research Publication : S. Neelakandan, Annamalai R., S. Muthukumaran, "Implementing Campus Indoor Location Tracking System," International Journal of Engineering and Computer Science, Volume 5, Issue 6, pp. 16731-16735, May 2016.

Year : 2015

Integrity and Privacy Sustenance of Shared Large Scale Images in the Cloud by Ring Signature

Cite this Research Publication : Annamalai R, Srikanth J and M Prakash, "Integrity and Privacy Sustenance of Shared Large Scale Images in the Cloud by Ring Signature," International Journal of Computer Applications 114(12):13-18, March 2015. DOI: 10.5120/20029-1945

Year : 2015

Accessing the Data Efficiently using Prediction of Dynamic Data Algorithm

Cite this Research Publication : Annamalai R, Srikanth J and M Prakash. "Accessing the Data Efficiently using Prediction of Dynamic Data Algorithm." International Journal of Computer Applications Vol. 116 Issue. 22, pp. 39-42, April 2015. DOI: 10.5120/20471-2648

Conference Paper

Year : 2022

Data Mining -Generating SQL Queries from Natural Language without reinforcement

Cite this Research Publication : Annamalai R., "Data Mining -Generating SQL Queries from Natural Language without reinforcement," ICRISET 2022, May 2022.

Year : 2021

Intelligent face mask and body temperature recognition system

Cite this Research Publication : Annamalai R, "Intelligent face mask and body temperature recognition system," 11th International Conference on Science and Innovative Engineering, Jawahar Engineering College, 02.05.2021.

Year : 2021

Attendance Bot using email Automation in RPA

Cite this Research Publication : Annamalai R. "Attendance Bot using email Automation in RPA," 7th International Conference on Green Technologies for Power Generation, Communication and Health Care, St.Peter’s Engineering College, June 6, 2021.

Year : 2020

Distributed Digital Ledger ascertainable privacy using machine learning

Cite this Research Publication : Annamalai R., "Distributed Digital Ledger ascertainable privacy using machine learning," International Virtual Conference on recent trends in Science Engineering and Management, Karpaga Vinayagar College of Engineering, August 2020.

Year : 2020

A Review of imbalanced data classification using generative adversarial networks

Cite this Research Publication : Annamalai R., "A Review of imbalanced data classification using generative adversarial networks,"

Year : 2020

Credit Card Fraudulent transaction using GAN

Cite this Research Publication : Annamalai R. "Credit Card Fraudulent transaction using GAN," International Conference on Recent Innovation in Science Engineering & Technology, July 2020.

Year : 2019

Agriculture Guidance Application using Crop Rotation and Virtual Assistant

Cite this Research Publication : Annamalai R., "Agriculture Guidance Application using Crop Rotation and Virtual Assistant," National Conference on Communication and Information Engineering, 19 March 2019.

Year : 2019

A Novel Approach for Vehicle Type Classification and speed Prediction using Deep Learning

Cite this Research Publication : Annamalai R., "A Novel Approach for Vehicle Type Classification and speed Prediction using Deep Learning," International Conference on Advanced Scientific Innovation in Science, Engineering and Technology, 19 April 2019.

Year : 2019

An Automated Learning Model for Sentimental Analysis of Twitter Data using Machine Learning Algorithms

Cite this Research Publication : Annamalai R., "An Automated Learning Model for Sentimental Analysis of Twitter Data using Machine Learning Algorithms," International Conference on Recent Trends in Aero Science and Engineering & Technologies, September 2019.

Year : 2018

Study of Neural Networks for Optimization Problems

Cite this Research Publication : Annamalai R., "Study of Neural Networks for Optimization Problems," National Conference on Innovative Trends in Engineering and Technology, 07-March 2018. (Won Best Paper Award and Third Place)

Year : 2018

Naive bayes classification of Secure Encrypted data in cloud

Cite this Research Publication : Annamalai R., "Naive bayes classification of Secure Encrypted data in cloud," National Conference on Innovative Trends in Engineering and Technology, 07-March 2018.

Year : 2018

Automatic Reconfiguration of link failures in wireless mesh networks

Cite this Research Publication : Annamalai R., "Automatic Reconfiguration of link failures in wireless mesh networks," National Conference on Innovative Trends in Engineering and Technology, 07-March 2018.

Year : 2018

An Enhanced Home Automation Control Using IOT

Cite this Research Publication : Annamalai R. "An Enhanced home automation control using IOT," National Conference on Innovative Trends in Engineering and Technology, 07-March 2018.

Year : 2016

OMS – Offline Messaging System through Firebase or NFC Technologies

Cite this Research Publication : Annamalai R., "OMS – Offline Messaging System through Firebase or NFC Technologies," National Conference on Recent Trends in Computer Science and their Applications, 03-04 March 2016.

Year : 2016

SMART HUIS-A home Automation control using Smart Phone

Cite this Research Publication : Annamalai R., "SMART HUIS-A home Automation control using Smart Phone," National Conference on Recent Trends in Computer Science and their Applications, 03-04 March 2016.

Year : 2016

Blue Brain-Future Generation

Cite this Research Publication : Annamalai R., "Blue Brain-Future Generation," National Conference on Recent Trends in Computer Science and their Applications, 03-04 March 2016.

Year : 2016

Creating the joy of sight for the blind using Artificial Intelligence

Cite this Research Publication : Annamalai R., "Creating the joy of sight for the blind using Artificial Intelligence," National Conference on Recent Trends in Computer Science and their Applications, 03-04 March 2016.

Year : 2016

Processing data UAPI by random key generation in cloud

Cite this Research Publication : Annamalai R., "Processing data UAPI by random key generation in cloud," National Conference on Recent Trends in Computer Science and their Applications, March 03-04, 2016.

Patents

Year : 2020

Medical Emergency alert scheme through wireless sensor network and cloud computing at populated places

Cite this Research Publication : Dr. Umamaheswararao batta, Dr. Kamalraj R., Dr. V. Saravana Kumar, S. Neelakandan, R. Annamalai, Sonia Jenifer Rayen, "Medical Emergency alert scheme through wireless sensor network and cloud computing at populated places," Application ID 202041009022, Publication Number: 10/2020, 2020.

Book

Year : 2021

Python Programming

Cite this Research Publication : Annamalai R., "Python Programming," Anna university 2017 regulation, May 2021, Charulatha Publications.

Publisher : Charulatha Publications

Year : 2021

Design and analysis of algorithms

Cite this Research Publication : Annamalai R., "Design and analysis of algorithms," Anna University 2017 regulation, March 2021, Charulatha Publications.

Publisher : Charulatha Publications.

Year : 2020

Object Oriented Programming

Cite this Research Publication : R. Annamalai, "Object Oriented Programming," Anna University 2017 Regulation, May 2020, Charulatha Publications.

Publisher : Charulatha Publications

Year : 2020

Compiler Design

Cite this Research Publication : Annamalai Ramanathan, "Compiler Design," Anna University 2017 regulation, May 2020, ISBN Number: 978-93-5407-280-2.

Year : 2020

Total Quality Management

Cite this Research Publication : Annamalai R., "Total Quality Management," Anna University 2017 regulation, May 2020, ISBN Number: 978-93-5406-777-8

Qualification
Degree Specialization Year of Graduation Institution
Ph. D. Machine Learning 2023 Anna University
M. Tech. Information Technology 2007 Sathya Bama University
B. E. Computer Science and Engineering 2004 Annamalai University
Certifications
  • Internationally Certified by EMC for “Data Science and Big Data Analytics”.
  • Expertise in training students by making them to think logics and make them to write code in C/C++/Java/Python. Portals like Leetcode, Hacker rank and coding bat were trained to students for Practice.
Membership
  • Life Time Member of Indian Society of Technical Education (MISTE)
  • Life Time Member of Computer Society of India (CSI)- Chennai Chapter
FDP Attended/ Organised

Faculty Development Program Attended

  1. Attended Faculty Development Program on “Computer Networks” in Vel Tech Engineering College.
  2. Attended Faculty Development Program on “Design and Analysis of Algorithms” in Raja Lakshmi Institute of Technology.
  3. Attended Five Days Faculty Development Program on “Big data Analytics” in ICTACT from 01.06.2015 to 05.06.2015
  4. Attended seven day Faculty Development Program on “IT6503-Web Programming” in Anna University.
  5. Attended Two Days Faculty Development Program on “Soft computing techniques and it’s applications on Image Processing” in Jeppiaar Institute of Technology from 27.04.2015 to 28.04.2015.
  6. Attended Three days Faculty Development Program on “Pedagogical Teaching and Learning Methodologies” in Jeppiaar Institute of technology from 18.05.2018 to 20.05.2018
  7. Attended two weeks Faculty Development Program on “Data Science using Python” in Lakireddy Bali Reddy College of Engineering from 15.05.2020 to 24.05.2020
  8. Attended two weeks Faculty Development Program on “Recent Trends in Information, Computing, Communication and Teaching Methodology Competency” in Sai Ram Engineering College from 04.05.2020 to 17.05.2020
  9. Attended one day Faculty Development Program on “Recent opportunities in Chemical and Petroleum Engineering” in Dhaanish Ahmed College of Engineering from 19.05.2020
  10. Attended one day Faculty Development Program on “Disruptive Technologies” in AVIT from 14.05.2020
  11. Attended one day Faculty Development Program on “Machine Learning for Beginners” in Sphoorthy Engineering College from 03.05.2020
  12. Attended Three days Faculty Development Program on “Robotics Process Automation” in Jeppiaar Institute of Technology from 04.05.2020 to 06.05.2020
  13. Attended Three days Faculty Development Program on “Agent Based Intelligent Systems” in Sathiyabama Institute of Science and Technology from 04.05.2020 to 06.05.2020
  14. Attended Three days Faculty Development Program on “Internet of Things” in National Institute of technical Teachers Training and Research Chandigarh from 15.04.2020 to 19.04.2020
  15. Attended one day Faculty Development Program on “Robotics Process Automation and Its Allied Machine Learning Techniques” in Vels Institute of Science and Technology from 23.05.2020
  16. Attended 7 days FDP on “Recent Advancements and Applications of Data science” in Paavai Engineering college from 27.06.2022 to 02.07.2022

Faculty Development Program Organised

  1. Organized Seven Days Faculty Development Program on “IT6503-Web Programming” in Jeppiaar Institute of Technology from 21.02.2015 to 28.02.2015
  2. Organized Five Days Workshop on “Data science and Big data Analytics” in Jeppiaar Institute of Technology.
  3. Organized two Days workshop on “Internet Programming “in Jeppiaar Institute of Technology.
  4. Organized Five Days FDP on “Datascience using Python “in Jeppiaar Institute of Technology from 18.05.2020 to 22.05.2020
Online Courses
  1. Completed and Certified in “Problem solving through C” with NPTEL-IIT and awarded with Elite – Score: 63% Jan-April 2019.
  2. Completed and Certified in “Programming in Java” with NPTEL-IIT and awarded with Elite – Score :65% Jul-Oct 2019.
  3. Certified in “Moving Data into Hadoop” with Big Data University associated with IBM in 09 Jan 2016.
  4. Certified in “Big Data Fundamentals” with Big Data University associated with IBM in 19 Dec 2016.
  5. Certified in “Data science Methodologies” with Big Data University associated with IBM in 21 Jun 2015
  6. Certified in “MongoDB Basics” with MOOC.
  7. Completed “AWS” from “GUVI” on April 2020
  8. Completed “AZURE” from “GUVI” on April 2020
  9. Completed “POWER BI” from “GUVI” on April 2020
  10. Completed “ANGULAR” from “GUVI” on April 2020
  11. Completed Internet of Things from NPTEL-IIT and secured 85% on May 2020
  12. Completed Industrial 4.0 and Internet of Things from NPTEL-IIT
Workshops Attended
  1. Attended Two day Workshop on “R-Programming-Data Visualization” in Jeppiaar Institute of Technology” from 05.02.2015 to 06.02.2016
  2. Attended One Day Tamil Kani Peravai Inaugural Function in Anna University on 30.09.2015.
  3. Attended Two Day Workshop on Tamil Kani Peravai Software from 25.02.2016 to 26.02.2016
  4. Attended Two Day workshop on LATEX in Jeppiaar Institute of Technology from 25.03.2015 to 26.03.2015
  5. Attended Five Day Workshop on “Big Data Analytics” in Bharath University from 01.06.2015 to 05.01.2015
  6. Attended Two day workshop on “Internet Programming” in Raja Lakshmi Engineering College.
  7. Attended Two days Workshop on Embedded Systems Using Internet of Things(IOT) on 6 Sep 2019 and 7 Sep 2019 in Saveetha Engineering College
  8. Attended One day Workshop on MATLAB and its Applications on 19 Sep 2019 in Jeppiaar Institute of Technology.
  9. Attended two day Workshop on IOT(Internet of Things) on 16.09.2019 to 17.09.2019 in Jeppiaar Institute of Technology.
  10. Attended One day Workshop on Python Training on 17.04.2020 in Adhiparasakthi College of Engineering
  11. Attended Three days Workshop on Education 4.0 on 28.04.2020 to 30.04.2020 in Atharva Engineering College
Invited Talks

Keynote Addresses/Invited Talks/Panel Memberships

  • Delivered a talk in the Webinar on “Design and Analysis of Algorithms” for the students of DMI College of Engineering in the year 2022.
  • Delivered a talk in “Compiler Design” for the students of Sasuri College of Engineering,Tirupur in the year 2019.
  • Delivered a talk on “ Data structures and Algorithms” for the students in December 2020.
  • Delivered a talk in the Webinar on “Insights in Computer Science” a session on “SIR a Time Series
  • Model” hosted by Department of CSE, Amrita School of Engineering, Bengaluru in the month of May 2020.
Courses Taught
  • Data Structures & Algorithms II
  • Design and Analysis of Algorithms
  • Database Management System
  • Web Technology
  • Machine Learning
  • Compiler Design
  • Theory of Computation
  • Object Oriented Programming in Java
  • Programming in C
  • Problem solving and Python Programming
Reviewer – Publications
  1. Reviewer for the Elseiver/Scopus Journal “Sustainable Energy Technologies and Assessment” and completed 2 assignments/Reviews.
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