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Dr. Anbazhagan M.

Assistant Professor (Sl.Gd.), School of Computing, Coimbatore

Qualification: Ph.D
anbazhagan-m@cb.amrita.edu
Research Interest: Data Analytics, Deep Learning, Machine Learning, Mobile Computing, Recommender Systems

Bio Publications Seminars/Workshops/FDPs Attended/ Participated Reviewer Guest Lectures Delivered
Bio

Dr. M. Anbazhagan is an Assistant Professor (Sl.Gd.) in School of Computing, Coimbatore. He graduated with both his Under-Graduation and Post-Graduation in Computer Science and Engineering from Anna University. He received his Ph.D. from the National Institute of Technology, Tiruchirappalli. He is having 12+ years of experience as a computer engineering teacher gained from various institutes. His subjects of interest include data structures and algorithms, computer programming, mobile computing, information retrieval, database management systems and operating systems.

Recommender Systems, Machine Learning, and Deep Learning are his current research areas of interest. He intends to leverage Recommender Systems by adopting more powerful deep neural networks and exploiting expressive information sources such as reviews, metadata etc. He is also interested in building Recommender Systems that make group recommendations and inter-domain Recommender Systems. In his 12+ years of experience, he has fruitfully guided 32 UG project and 5 PG project teams. He has also mentored two project teams that contested in AICTE’s Smart India Hackathon contest. In Jan 2012, he has been awarded as a national level winner by Wipro’s Mission10X for his best case study on “Incorporating Pedagogical Technique in Classroom Teaching”.

Publications

Journal Article

Year : 2021

A class imbalance-aware review rating prediction using hybrid sampling and ensemble learning

Cite this Research Publication : Dr. Anbazhagan M and Arock, M., “A class imbalance-aware review rating prediction using hybrid sampling and ensemble learning”, Multimedia Tools and Applications, vol. Vol. 80, 2021.

Publisher : Multimedia Tools and Applications

Year : 2020

Integrated topic modeling and sentiment analysis: a review rating prediction approach for recommender systems

Cite this Research Publication : Dr. Anbazhagan M and Arock, M., “Integrated topic modeling and sentiment analysis: a review rating prediction approach for recommender systems”, Turkish Journal of Electrical Engineering and Computer Sciences, vol. 28, pp. 107-123, 2020.

Publisher : Turkish Journal of Electrical Engineering and Computer Sciences

Year : 2019

Review rating prediction using combined latent topics and associated sentiments: an empirical review

Cite this Research Publication : Dr. Anbazhagan M and Arock, M., “Review rating prediction using combined latent topics and associated sentiments: an empirical review”, Service Oriented Computing and Applications volume, 2019.

Publisher : Service Oriented Computing and Applications

Year : 2016

Collaborative Filtering Algorithms for Recommender Systems

Cite this Research Publication : Dr. Anbazhagan M and Arock, M., “Collaborative Filtering Algorithms for Recommender Systems”, International Journal of Control Theory and Applications, vol. Vol. 9, No. 27 vol., pp. pp. 127-136, 2016.

Publisher : International Journal of Control Theory and Applications

Year : 2012

Sensor Grid Based Vision Status Monitoring in Eye Care System

Cite this Research Publication : Dr. Anbazhagan M, Anitha, M., and Mohamed, M. A. Maluk, “Sensor Grid Based Vision Status Monitoring in Eye Care System”, International Journal of Future Computer and Communication, vol. 1, 1 vol., 2012.

Publisher : International Journal of Future Computer and Communication

Year : 2011

An improved kangaroo transaction model using surrogate objects for distributed mobile system

Cite this Research Publication : R. S. and Dr. Anbazhagan M, “An improved kangaroo transaction model using surrogate objects for distributed mobile system”, National Level Conference on Emerging Trends in Computing and Network Technologies, 2011.

Publisher : National Level Conference on Emerging Trends in Computing and Network Technologies

Conference Paper

Year : 2017

Credible user-review incorporated collaborative filtering for video recommendation system

Cite this Research Publication : Dr. Anbazhagan M and Arock, M., “Credible user-review incorporated collaborative filtering for video recommendation system”, in 2017 International Conference on Intelligent Sustainable Systems (ICISS), Palladam, India, 2017.

Publisher : 2017 International Conference on Intelligent Sustainable Systems (ICISS)

Year : 2016

Collaborative Filtering Algorithms for Recommender Systems – Conference

Cite this Research Publication : Dr. Anbazhagan M and Arock, M., “Collaborative Filtering Algorithms for Recommender Systems - Conference”, in International Conference on Computing Communication and Information, 2016.

Publisher : International Conference on Computing Communication and Information

Year : 2010

A Methodology of Grid Computing in Bio-Informatics Environments

Cite this Research Publication : Dr. Anbazhagan M, “A Methodology of Grid Computing in Bio-Informatics Environments”, in National Level Conference on Innovation in Science, Engineering And Technology, 2010.

Publisher : National Level Conference on Innovation in Science

Seminars/Workshops/FDPs Attended/ Participated
  • Participated in a National level “One-week online Faculty Development Program on Python for Data Science” organized by MITS-Madanapalle from 24th to 28th June 2020.
  • Participated in a two-day International workshop on “Applications of Data Science” organized by SSN College of Engineering, Chennai from 29th to 30th June 2020.
  • Participated and successfully completed “Effective and Efficient Online Teaching in the Age of Corona,
  • A Hands On Workshop” organized by IIT-Bombay from 13th to 16th May 2020.
  • Participated in a “Five-day Faculty Development Program on Empowering Teachers in 21st Century Education” organized by NIT-Trichy under AICTE’s Margadharsan Scheme from 29th April to 3rd May 2019
  • Participated in a “Five-day Faculty Development Program on Salesforce Essentials for Business Specialists” organized by Salesforce and ICT Academy at Saranathan College of Engineering, Trichy from 23rd to 27th July 2018
  • Participated in a “Deep Dive Faculty Enablement Program on Foundation Program 5.0” organized by Infosys at Rajalakshmi Engineering College, Chennai on 23rd April to 27th April 2018
  • Completed a One-week Faculty Development Program on “Java Fundamentals and Programming”, organized by Oracle Academy in association with ICT Academy, at M.A.M. College of Engineering, from 9th Oct to 13th Oct 2017
  • Participated in “Salesforce Academic Directors Meet 2017”, organized by Saleforce in partnership with ICT Academy, on 21st of July 2017 at Fortune Pandiyan Hotel, Madurai.
  • Participated in “AWS EDUCATE DAY – 2017”, organized by Amazon Web Services in association with ICT Academy, at Hotel Radisson-Blu GRT, Chennai on 13th Jul 2017.
  • Completed a One-week ISTE Approved Short Term Training Program on “Robotics using Embedded C”, at Agnel Institute of Technology and Design, Mapusa, Goa, from 2nd to 6th Nov’15.
  • Completed a Training Program titled “Think Parallel: Training on Parallel Programming for Engineers and Scientists” at C-DAC, Knowledge Park, Bangalore, from 23rd to 27th Jun 2014.
  • Participated in a Two-day National Level Workshop on “Big-Data Analytics” at Anna University Regional Centre, Coimbatore from 18th to 19th Oct 2013.
  • Participated in a Two-week ISTE Workshop on “Database Management Systems”, Organized by NIT-Trichy and Conducted by IIT-Bombay, from 21st to 31st May 2013.
  • Completed an AICTE Sponsored Short Term Course on “Advanced Computer Architecture” at IIT Madras from 17th to 21st Dec 2012.
  • Attended a Three-day “Train The Trainer Workshop on FP Training Tools and Methodologies”, organized by Infosys Campus Connect at Kamaraj College of Engineering and technology, Virudhunagar from 27th to 29th Sep 2012.
  • Successfully completed a Certification Training on “Mission10X Learning Approach”, organized by Wipro’s Mission10x at M.A.M College of Engineering, Trichy from 24th to 25th Jan 2012.
  • Participated in a Five-day Workshop on “Mission10X Learning Approach”, organized by Wipro’s Mission10X at M.A.M College of Engineering, Trichy from 13th to 17th Dec 2011.
  • Participated in an AICTE-MHRD Sponsored Short Term Training Programme on “Next Generation Data Management” at NIT – Karnataka, Surathkal, Karnataka, from 13th to 17th Jun 2011
    Attended a Three-day Workshop on “Cloud Computing” at IIT Madras, Chennai, from 18th to 20th Aug 2010.
  • Participated in a One-day Workshop on “Cloud Computing the Next Revolution of Information Technology” (Speaker: Prof. Rajkumar Buyya, Melbourne University) at M.A.M. College of Engineering, Trichy on 16th Dec 2009.
  • Participated in a Quality Improvement Program titled “Instructional Design and Delivery Methods”, conducted by NITTR, organized by M.A.M. College of Engineering, Trichy from 8th to 13th Dec 2008.
Reviewer
  • Electronic Commerce Research and Applications (Elsevier)
  • Super Computing (Springer)
Guest Lectures Delivered
  • Delivered a technical talk on “Research Issues in Recommender Systems” in a faculty development program on Recent Research Trends in Computing organized by Indra Ganesan College of Engineering, Trichy (June 2021).
  • Delivered two sessions on “Multicore and Multiprocessor Computers” and “Parallel Programming Paradigm” in a faculty development program on Multicore Architectures and Programming, sponsored by Anna University, held at Gnanamani College of Technology, Namakkal (July 2018).
  • Delivered two sessions on “Mobile Databases, Distributed Databases, and Parallel Databases” in a faculty development program on Advanced Databases, sponsored by Anna University, held at M.A.M. College of Engineering, Trichy (June 2013).
  • Conducted 20+ software trainings on “Microsoft Office Suit” for the employees of BHEL-Trichy between 2009 and 2013.
  • Conducted 5+ software trainings on “Microsoft Office Suit” for Tamil Nadu Women Police between 2009 and 2011.
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