Dr. G. Paavai Anand

Assistant Professor (S.G)

Education

  • Ph.D Information & Communication Engineering
  • M.E.
  • B.E.

Other Details

Courses

  • Machine Learning
  • Artificial Intelligence
  • Python Programming
  • Programming in Java,
  • Software Engineering
  • Data Structures
  • Web technology,
  • C Programming
  • Object Oriented Programming
  • Neuro fuzzy and genetic programming
  • Pattern Recognition techniques
  • Statistical Machine Learning
  • Operating Systems
  • Data Science
  • Big Data Analytics.

Research Interests

  • Machine Learning,
  • Search Engines
  • Deep web search
  • Genetic Algorithms.

Selected Publications

  • Pavai, G, Umamaheswari, E & Geetha, TV 2013, ‘Concept based personalized search and collaborative search using modified HITS algorithm’, Lecture Notes in Computer Science, vol. 8284, pp 652-662. [SNIP:0.776]
  • Pavai, G & Geetha, TV 2014, ‘A bootstrapping approach to classification of deep web query interfaces’, International Journal on Recent Trends in Engineering and Technology, vol. 11, no. 1, pp 1-9.
  • Pavai, G & Geetha, TV 2015, ‘New real coded crossover operators for genetic algorithms based on incomplete dominance and gene memory”, Advances in Natural and Applied Sciences, vol. 9, no. 6, pp. 568-573.
  • Pavai, G, Umamaheswari, E & Geetha, TV 2015, ‘Modified PageRank for concept based search’, Journal of Web Engineering, vol. 14, no. 5&6, pp. 503-524 [IF: 0.960].
  • Chinnu mol shivic, C, Pavai, G & Geetha, TV 2015, ‘Automatic data extraction in deep web using bootstrapping approach’, International Journal of Applied Engineering Research, vol. 10, no. 55, pp. 2150-2155 [SNIP: 0.681].
  • Pavai, G & Geetha, TV 2017, ‘Improving the freshness of the deep web data using incremental crawler’, Information Systems Frontiers – Springer, First Online: 15 September 2016, DOI: 10.1007/s10796-016-9701-7 vol. 19, no. 5, pp 1013–1028 [IF: 3.710].
  • Pavai, G & Geetha, TV 2017, ‘A survey on crossover operators”, ACM Computing Surveys (CSUR), vol. 49, no. 4, Article No. 72 [IF: 8.960].
  • Pavai, G & Geetha, TV 2019, ‘New crossover operators using dominance and co-dominance principles for faster convergence of genetic algorithms”, Soft Computing – Springer, vol. 23, no. 11, pp. 3661–3686 [IF: 3.140].
  • Mohamed Khalid, Shalini Singh, Kritika Singh, Janani Jeevitha & G. Paavai Anand 2018, ‘Medicus: A Doctor Appointment Booking System’, IJCAT – International Journal of Computing and Technology, Volume 5, Issue 4.
  • Palak M Jain, Shipra Singh, Nikita Singh,  Nancy Hablani, G. Paavai Anand 2018, ‘Face Recognition Attendance System’, International Journal of Computing and Technology, Volume 5, Issue 4, pp. 67-73.
  • Logavithagi, Chandrasekaran, Rohit Gilda, G. Paavai Anand 2018, ‘Classification and Recognition of Text in Static Images’, vol. 6, pp. 844-848.
  • Atish Samantaray, Chandrashekhar Yadav, Aditya Dwivedi, G. Paavai Anand 2018 ‘A Home Automation Control System using IoT with Arduino’, International Journal of Scientific Research and Review, vol. 7, no. 4, pp. 333-338.
  • Sujatha V, Prasanna Devi S, G. Paavai Anand 2019, ‘Predicting Survival Time of Diabetic Patients Using Machine Language and Statistical Techniques’, International Journal of Innovative Knowledge Concepts, vol. 7, no 1, pp. 206-213.
  • Subin Duresh, John Wesley, M, Utkarsh Agarwal, G. Paavai Anand  2019, ‘Stock Market Prediction using Deep Learning and Sentiment Analysis’ , International Research Journal of Engineering & Technology, vol. 6, no. 5.
  • Shreyas Keelary, Ajay Vishaal, Jeyendra S, Saket Suman, G. Paavai Anand 2019, ‘Application of growing neural gas as a validation function’, International Journal of Research and Analytical Reviews, vol. 6, no. 2, pp. 126-132.
  • Harsh Agrawal, Arup Patel, Aditya Bhosale, G. Paavai Anand 2019, ‘Companion chatbot’, International Journal of Research and Analytical Reviews, vol. 6, no. 2, pp. 206-211.
  • Purushothaman Srikanth, E.Ushitaasree, G. Paavai Anand 2019, ‘Conversational Chatbot with Attention Model’, International Journal of Innovative Technology and Exploring Engineering (IJITEE), vol. 9, no. 2, pp. 3537-3540.
  • Vishnu, Vikram, Jayakanthan, Likhita, G. Paavai Anand 2019, ‘Traffic signal timing control using deep learning’, ACCENTS Transactions on Image Processing and Computer Vision, vol. 5, no. 17, pp. 27-32.
  • J.Johin, R.K.Rohith, R.S.S.Yukesh Kumar, G. Paavai Anand 2020, ‘Deduplication in Cloud Computing for Improvising Efficiency Towards Potential Practical Usage’, International Research Journal of Engineering and Technology (IRJET), vol. 7, no. 4, pp. 2909-2913.
  • Oviya Selvaraj, Anuradha Konatham, G. Paavai Anand 2020, ‘Youtube Spam Comments Detection’, International Research Journal of Engineering and Technology (IRJET), vol. 7, no. 4, pp. 420-424.
  • S. Ananya, Vanshika Sandeep, G. Paavai Anand, N. Mahesh 2020, ‘Complementary Outfit Recommendation Using Deep Learning’, International Journal of Emerging Technologies and Innovative Research, vol. 7, no. 4, pp.1520-1525
  • Shreeviknesh Sankaran, Sukavanan Nanjundan, G. Paavai Anand 2020, ‘Anyone GAN Sing’, International Journal of Emerging Technologies and Innovative Research, vol.7, no. 5, pp.25-29.
  • Rama S, G. Paavai Anand 2020, ‘Attention Based Translation For Out Of Vocabulary Problem’, International Journal of Advanced Science and Technology, Vol. 29, No. 08, (2020), pp. 2287- 2291.
  • Abhishek Chandar, Akshay Srinivasan, G. Paavai Anand 2021, “Favourable subpopulation migration strategy for Travelling salesman problem”, International Journal of Business Intelligence and Data Mining, DOI: 10.1504/IJBIDM.2022.10035424 – Scopus Indexed [SNIP: 0.379].

Papers Presented

  • Pavai, G & Geetha, TV 2013, ‘A unified architecture for surfacing the content of deep web databases’, Proceedings of the International Conference on Advances in Communication, Network, and Computing 2013, DOI: 03.LSCS. 2013.1.82
  • Shiny, SU, Pavai, G & Geetha, TV 2015, ‘A modified BM25F for ranking online advertisements’, Proceedings of the International Conference On Electrical, Electronics and Computer Engineering – ICEECE 2015.
  • Chinnu mol shivic, C, Pavai, G & Geetha, TV 2015, ‘Automatic data extraction in deep web using bootstrapping approach’, Proceedings of the International Conference on Advances in Applied Engineering and Technology, ICAAET 2015.
  • Pavai, G & Geetha, TV 2015, ‘A probabilistic approach to incrementally crawl the surface and deep web’, Proceedings of the First International Conference on Computational Methods & Software Engineering (CoMSE 2015).
  • Shubham Basavraj Kumbhar, Santosh kumar K, Prashant Goyal, Paavai Anand, G.Chamundeeswari, Hari N, ‘A web based decision support system for diabetic Patient service prediction modeled using linear regression analysis’, International Conference on Advanced Scientific Innovation in Science, Engineering and Technology, (ICASISET – 2018)
  • Sukavanan, Shree Viknesh.S, C.R.Arjun, G. Paavai Anand 2019, ‘Identifying the Number of Clusters For K-Means: A Hypersphere Density Based Approach’, 3rd International Conference on Computer, Communication, and Signal Processing, (ICCCSP ‘19).
  • Anindita Sarkar, S. Ananya, Vanshika Sandeep, S. Megha, Paavai Anand 2019, ‘Automated Descriptive Evaluation System’, 3rd International Conference on Computer, Communication, and Signal Processing, (ICCCSP ‘19).
  • Purushotaman, E. Ushitashree, Saimani Bhargav, G. Paavai Anand 2021, “Movie Recommendation System using Deep Autoencoder”, International Research Conference on IoT, Cloud and Data science (IRCICD2021)

Working Papers

  • Deep web survey
  • Survey on Out of Vocabulary problem in Machine translation
  • Emotion Recognition
  • Event detail from WhatsApp messages

Work in Progress

  • Information retrieval
  • Machine Translation
  • Emotion recognition and generation
  • Information extraction
  • Q&A system in Tamil

Academic Experience

  • Assistant Professor, SRM IST, July 2017 – till date
  • Assistant Professor, Sri Venkateswara College of Engineering, from June 2010 to August 2010
  • Lecturer, Sri Venkateswara College of Engineering, from June 2008 to May 2010
  • Lecturer, Sri Venkateswara College of Engineering, from Jan 2007 to March 2007
  • Lecturer in SSM Engineering College from Jun 2004 to Jan 2006

EVENTS CONDUCTED:

CONFERENCES

  • Research conference on Data and Decision Science – 2018 (Organizing Secretary)
  • Research Conference on IoT, Cloud and Data Science – 2019 (Organizing Secretary)
  • Research Conference on IoT, Cloud and Data Science – 2020 (Organizing Secretary)
  • International Research Conference on IoT, Cloud and Data Science – 2021 (Organizing Secretary)

 

FDP

  • Faculty Development Program on “Problem solving and Programming in Python” (August 2017)
  • Faculty Development Program on “Deep Learning” (December 2018)
  • Faculty Development Program on “Deep Learning” (May 2019)
  • Faculty Development Program on “Analytics and Machine Learning: (November 2019)
  • Faculty Development Program on “Data Science and Analytics: (December 2020)

 

WORKSHOPS

  • Workshop on “Data Analytics” (August 2018)
  • Workshop on “Machine Learning in Computer Vision” (August 2019)

OUTREACH PROGRAMS CONDUCTED

  • “Android Application Development” – for class 7 & 8 students of Chennai Public School – Thirumazhisai. (June 2019)
  • “Android Application Development” – for class 7 & 8 students of Chennai Public School – Annanagar. (October 2019)
  • “Python Programming” – for students from various schools (October 2019)
  • “Python Programming” – for Polytechnic Students (January 2020)
  • Wednesday Webinar – 28-April-2021

EVENTS COORDINATED

  • Guest Lecture on “Design thinking in Artificial Intelligence” (August 2017)
  • “Paper Dropbox” – Paper Presentation Event (September 2017)
  • Streak – Coding – Coding contest (August 2019)
  • Jury in “Internal Hackathon for Smart India Hackathon 2020” (January 2020)
  • Vazhikaati – Puthiya Thalaimurai Program in Namakkal (January 2020)

WORKSHOPS /SEMINARS/FDPS/WEBINARS ATTENDED:

  • Two weeks FDP on “Digital Transformation in Healthcare”, Conducted by SRM Easwari Engineering College – 2-Aug-2021 to 16-Aug-2021.
  • Two weeks International FDP on “Trends and challenges in Machine Learning and Deep Learning” – Conducted by Easwari Engineering College – 10-May-2021 to 21-May-2021.
  • One Week FDP on “Data Science in Real time Applications” held during  23-28, November 2020 – Conducted by Sreenidhi Institute of Scieence & Technology, Hyderabad
  • FDP on “ End to End Process on Data Analytics” held during 2-6, November 2020 – conducted by SSN Engineering College, Chennai
  • Webinar on “Writing and Submitting Research Proposal to Technology Development Programme (TDP)”, Department of Science and Technology, India” Organised by School of Computing, SRM Institute of Science and Technology, Kattankulathur on 10.10.2020 through online Pedagogy
  • Six Days Aicte Sponsored Online Short Term Training Programme(STTP) On Recent Trends In Artificial Intelligence And Soft Computing –III, held during 14-19, September 2020 – Conducted by RMD College of Engineering
  • Webinar on “Scientific Writing for Journals” held on 20 May 2020 conducted by Springer Nature.
  • Webinar on “The Power of A Teacher” held on 04 May 2020 conducted by ICT Academy
  • Webinar on “Machine Learning” by IETE Mumbai in association with Pantech – 2-May-2020
  • FDP on “Python and R” – Conducted by Spoke Tutorial Remotely in Easwari Engineering College – 20-30 April-2020
  • Webinar on “ How to Get Published In Scientific Journal : From Research to Publication” by Sri Sairam Institute of Technology – 27-April-2020
  • Workshop on “Indutry use cases and Research in AI” – SRM IST, Vadapalani – 29 –Jan-2020-2019
  • FDP on “Block chain and Beyond” – SRM IST, Vadapalani – 18-22 –Nov-2019
  • FDP on “Implementation of AI Algorithms in Gaming using C Programming” – SRM IST Vadapalani – 19,20-Dec-2019.
  • Two days FDP on “Hands on Artificial Intelligence and Cloud Platforms” – St. Peters College of Engineering and Technology – 7,8-Nov-2019.
  • Workshop on “Basics of IPR and Procedure to file a Patent” – SRM IST Vadapalani – 14-
    Oct-2019
  • Workshop on “Women’s safety” – SRM IST Vadapalani  – 30-March-2019
  • Workshop on “Machine Learning in Computer Vision using Python” – SRM IST Vadapalani – 27,28-March-2019
  • Guest Lecture on “A SHORT SURVEY ON GAME THEORY” – IIT Madras – 8-March-2019
  • Seminar on “ROLE OF BIGDATA INCYBER SECURITY” – S.A ENGINEERING COLLEGE – 7-
  • IET Industry Institution Summit – Hilton Chennai – 29-Sep-2018
  • Two days hand-on Traning Workhop on “Deep Learning Tools and Techniques– CEG, Anna university, 26-Sep-2018 to 27-Sep-2018
  • Research Paper writing with hands-on using LaTeX tool– SRM IST Vadapalani – 28-Jun-2018 to 29-Jun-2018
  • Workshop on Data analytics and Machine Learning – IIITDM Kanchipuram – 18-Jun-2018 to 22-Jun-2018
  • Seminar on how to patent your invention – How to patent your invention -SRM Institute of Science and Technology, Vadapalan,14-Nov-2017
  • FDP on Programming Paradigms  – Programming Paradigms – RMK Engineering College,16-Apr-2012
  • First International Conference on Computational Methods and Software Engineering – A Probabilistic approach to incrementally crawl the surface and the deep web – College of Engineering, Guindy, Anna University,28-Dec-2015 to 30-Dec-2015
  • National conference on Intelligent computing, NCIC 2015 – New real coded crossover operators for Genetic Algorithms based on Incomplete dominance and gene memory – Pondicherry Engineering college,30-Jan-2015
  • Fourth International Conference on Communication, Network and Computing, CNC 2013 – A unified architecture for surfacing the contents of deep web databases – The Pride Hotel, Chennai,22-Feb-2013 to 23-Feb-2013
  • Author Workshop on how to write and get published in Scientific Journals and publish manuscripts – How to write and get published in Scientific Journals and publish manuscripts – College of Engineering, Guindy, Anna University,29-Jan-2013
  • Author workshop on Book/Journal Publishing –  How to author articles in Journals/Books – College of Engineering, Guindy, Anna University,24-Sep-2014
  • FDP on Instructional Design and Delivery System – Sri Venkateswara College of Engineering,11-May-2009 to 16-May-2009
  • FDP on Artificial Intelligence – Easwari Engineering College, 26-Apr-2010 to 09-May-2010
  • FDP on Cloud Computing  – Sri Venkateswara College of Engineering,30-Jun-2009

RESOURCE PERSON

  • Anna University sponsored six day FTDP on “Big Data Analytics” from 7/6/2021 to 12/6/2021.
  • AICTE Sponsored Six days STTP on “APPLICATION OF DEEP LEARNING TECHNIQUES IN REMOTE SENSING FOR MONITORING, MANAGING AND CONSERVING NATURAL RESOURCES FOR THE SUSTAINABLE DEVELOPMENT OF THE NATION” – PHASE II” from 01.02.2021 to 06.02.2021.
  • AICTE Sponsored – Six-Days Online Short Term Training Programme for Faculty Members and Research Scholars on “Al enabled Augmented Analytics for Business Intelligence AI2ABI 2020”-Phase II from 2nd November 2020 to 7th November 2020
  • “Exploring Data Science With R – One Week International Fdp On Artificial Intelligence And Data Science” – Easwari Engineering College, 24-30, August 2020
  • “Hands On Session in R And Python Online Workshop With Hands On Session In R And Python” – Annai College of Arts And Science Kumbakonam, 10-14, July 2020
  • “Options in the Field of Computer Science and Engineering” – The Path Ahead Webinar – SRM IST Vadapalani – 22, May-2020
  • “Basics of Python Programming” – Python Programming Polytechnic Outreach Program – 24-25, January 2020
  • “Network Programming in Python” – Winter School Bootcamp On Python Programming– SRM IST Vadapalani  – 26-30, December-2019.
  • “Information Retrieval and Extraction Ontological Engineering and Nlp Applications” – Fdp on Computational Intelligence –  St Josephs Institute of Technology Chennai, 16 -20, December 2019
  • “Semi Supervised And Reinforcement Learning AICTE Sponsored Faculty Development Programme On Artificial Intelligence and Advanced Machine Learning Using Data Science” – SA Engineering College Chennai – 22,November, 2019 – 5, December 2019
  • “Basics Of Neural Networks And Deep Learning” – Fdp On Design And Implementation Of Deep Learning in Cloud – SRM IST Vadapalani – 13-15, November-2019.
  • “Web Analytics A Deeper Perspective” – Fdp On Analytics And Machine Learning – SRM IST Vadapalani  – 11-13, November-2019.
  • Guest Lecture on Python Programming – Alpha College Of Engineering Chennai – 28, September 2019
  • “Workshop on Machine Learning in Computer Vision” – SRM IST Vadapalani – 8,9-August-2019.
  • “Two days national seminar on Machine Learning with hands-on workshop using Weka tool and R Programming” – RMD Engineering college – 17,18-June-2019.
  • IET SPONSORED FDP ON DEEP LEARNING – SRM IST Vadapalani – 27,28,29-May-2019.
  • FDP on “Deep Learning” – SRM IST Vadapalani – 3,4-Dec-2018.
  • IET workshop on Big data – Easwari Engineering College, 17-Sep-2018.
  • Guest Lecture on Machine Learning – Machine Learning algorithms – Easwari Engineering College,22-Dec-2017.
  • FDP on Problem Solving and Programming in Python – Python Programming Basics – SRM IST Vadapalani, 8,9-Sep-2017.
  • FDP on Machine Learning using R-Programming – Classification algorithms in Machine Learning – SRM IST Vadapalani, 27,28-Nov-2017.
  • National seminar on Machine Learning with Hands-on workshop using Weka and R – Machine Learning Basics, Weka Tool – SRM IST Vadapalani – 24,25-Jan-2018.
  • Workshop on Cloud based Machine Learning Algorithms for Big data mining – Hands-on training on Weka tool, College of Engineering, Guindy, Anna University,17-Feb-2015 to 21-Feb-2015.

ONLINE CERTIFICATIONS

  • Stress Management – NPTEL
  • Introduction to Big Data – University of California San Diego – Courseera
  • Client Needs and Software Requirements – University of Alberta – Courseera
  • Text Retrieval and Search Engines – University of Illinois at Urbana-Champaign – Courseera

Achievements and Awards

  • Recipient of  –  KECL – Central Government funded Stipend – August 2010 to June 2012.
  • Got University Rank–2 in M.E.
  • Recipient of  –  Anna Centenary Research Fellowship – January 2013 to December 2015.
  • Received “Best Paper Award” for the paper “A probabilistic approach to incrementally crawl the surface and deep web” presented in the 1st International Conference on Computational Methods & Software Engineering (CoMSE 2015).
  • Published an article titled “A survey on crossover operators” with the Prestigious Journal “ACM Computing Surveys”.
  • Received “Best Paper Award” for the paper “Application of growing neural gas as a validation function” presented in the Research Conference on IoT, Cloud and Data Science (RCICD 2019).
  • Received “Best Paper Award” for the paper “Anyone GAN Sing’ presented in the Research Conference on IoT, Cloud and Data Science (RCICD 2020).
  • Received “Best Paper Award” for a paper presented in the International Research Conference on IoT, Cloud and Data Science (IRCICD 2021).

Memberships

  • Member of ISTE, 2021
  • Member in Indian Science Congress Association (ISCA) from 2017