Research Interests:

• Artificial Intelligence
• Machine Learning
• Data Science
• Natural Language Processing

Funded Projects

• The project titled "Semantic Role Labelling  of Malayalam Web Documents for Cricket Domain" selected for research seed money funding of Rs.15000/- from CERD (APJAKTU), Kerala.
• The project titled “An IoT Based Smart Classroom System” selected for a financial assistance of Rs. 21,000/- under the INNOVATE Scheme of KSCSTE-2018.

Title of Ph.D Thesis: A Pragmatic Approach towards Automatic Summarization of Malayalam documents using Clause Identification and Sentence Framing method.

Journals/Book Chapters

• Amal Ganesh, Dr. A.Jaya and Dr. Sunitha C, “An Overview of Semantic Based Document Summarization in Different Languages”. ECS Transactions (Scopus Indexed), 107(1), p.6007, 2021.
• Remyasree Rajmohan, Sunitha C and Amal Ganesh “Automatic Generation of Natural Language Description for the Images of Data Representation Models” International Journal of Applied Engineering Research, ISSN 0973-4562, Volume 15, pp 18-25, No. 1, 2020.
• Sunitha C, Dr. A.Jaya and Amal Ganesh, “Automatic Summarization of Malayalam documents using Clause Identification Method”, International Journal of Electrical & Computer Engineering (Scopus Indexed), Vol 9, No 6: December 2019 (Part I).
• Rohini.N, Neethu Subrahmanian, Ms.Sunitha.C, Amal Ganesh, “Large Scale Hierarchical Natural Language Text Classification using Deep Graph-CNN” International Journal of Research in Engineering, Science and Management Volume-2, Issue-5, May-2019, ISSN: 2587-5792
• Sunitha C, Dr. A.Jaya and Amal Ganesh, "Semantic Role Labeling of Malayalam Web Documents in Cricket Domain", Journal of Theoretical and Applied Information Technology (Scopus Indexed), Vol 96, No.8, April 2018, ISSN: 1992-8645, EISSN: 1817-3195.
• Chinju Paul, Amal Ganesh and Sunitha C, “AN IoT BASED SMART ENVIRONMENT FOR CLASSROOM", International Journal of Pure and Applied Mathematics (Scopus Indexed) Volume 119 No. 16 2018, 239-245.
• Chinju Paul, Amal Ganesh and Sunitha C, "An IoT Based Smart Classroom”, Springer Lecture Notes on Data Engineering and Communications (Journal) "ISBN -978-981-10-8680-9, Vol 15. Page 9-14, Sep 2018.
• Chinju Paul, Amal Ganesh and Sunitha C, ”WordNet in Malayalam language for Cricket domain" International Journal of Applied Engineering Research ISSN 0973-4562 Volume 13, Number 10 (2018) pp.7829-7834 3.
• Sreedhi Deleep Kumar, Reshma E U,Sunitha C, and Amal Ganesh, ”WordNet in Malayalam language for Cricket domain", International Journal of Applied Engineering Research ISSN 0973- 4562 Volume 13, Number 10 (2018) pp.7829-7834 3.
• Devika, M.D., Sunitha, C. and Amal Ganesh, “Category Based Sentiment Analysis in Travel And Tourism Domain”, IOSR Journal of Computer Engineering (IOSR-JCE), Vol. 1, pp. 01-05, 2016.
• Akhila K, Amal Ganesh and Sunitha C, “Ensuring security for Fixed Block Level Deduplication in Cloud Backup”, IOSR Journal of Computer Engineering (IOSR-JCE), Vol. 1, pp. 06-12, 2016.
• P H Hema, Sunitha C, “Malayalam Spell Checker using N-gram method”, Computational Intelligence in Data Mining—Volume 1, publisher: Springer, pp 217-225, 2016.
• A Archana, Sunitha C, “An overview of Document Summarization Techniques”, International Journal on Advanced Computer Theory and Engineering, ISSN (Print) : 2319 – 2526, Volume-1, Issue-2, 2013.

Conferences

1. Remyasree Rajmohan, Sunitha C and Amal Ganesh, “Automatic Generation of Natural Language Description for the Images of Data Representation Models”, International Conference on Advances in Computing, Communication, Embedded and Secure Systems (ACCESS ’20) organized by the Department of Electronics and Communication Engineering, Adi Shankara Institute of Engineering and Technology Kalady, Ernakulam, India during 28 – 30 May 2020
2. Neethu Subrahmanian, Rohini.N, Ms. Sunitha.C, Amal Ganesh, “Prognosis of Heart Disease Using Data Mining Techniques”, International Conference on Inventive Computation Technologies (ICICT-2018) IEEE Xplore Part Number:CFP18F70-DVD; ISBN:978-1-5386-4985-5,Nov 2018
3. Rohini.N, Neethu Subrahmanian, Ms.Sunitha.C, Amal Ganesh, “Methods Of Large Scale Text Classification in Natural Language Processing”, International Conference on Inventive Computation Technologies (ICICT-2018) "IEEE Xplore Part Number:CFP18F70-DVD; IEEE Xplore ISBN:978-1-5386-4984-8,Nov 2018ISBN:978-1-5386-4984-8,Nov 2018.
4. Sreedhi Deleep Kumar, Reshma E U, Sunitha C, and Amal Ganesh, ”Semantic Representation of Malayalam web documents in Cricket domain using WordNet”, Springer Lecture Notes on Data Engineering and Communications(Journal) (ICICI 2018) "ISBN -978-3-030-03145-9, Vol 26. Page 439-447, Dec 2018.
5. Sreedhi Deleep Kumar, Sunitha C, Amal Ganesh "Semantic representation of texts in Indian Languages- A review",IEEE 2nd International Conference on Inventive Systems and Control (ICISC 2018) and paper published in IEEE Explore.
6. Chinju Paul, Amal Ganesh and Sunitha C, “An IoT based Smart Classroom”, Springer International conference on Computer Networks and Inventive Communication Technologies ICCNCT 2018 and paper will be published in Springer Lecture Notes on Data Engineering and Communications.
7. Chinju Paul, Amal Ganesh and Sunitha C, “An Overview of IoT Based Smart Homes”, IEEE 2nd International Conference on Inventive Systems and Control (ICISC 2018)
8. Amal Ganesh, K. N. Shanil, C. Sunitha and A. M. Midhundas, "OpenERP/Odoo - An Open Source Concept to ERP Solution," 2016 IEEE 6th International Conference on Advanced Computing (IACC), Bhimavaram, 2016, pp. 112-116.
9. Sunitha, C., Jaya, A. and Ganesh, A., 2016. A Study on Abstractive Summarization Techniques in Indian Languages. Procedia Computer Science, 87, pp.25-31, 2016.
10. Akhila, K., Ganesh, A. and Sunitha, C., 2016. A Study on Deduplication Techniques over Encrypted Data. Procedia Computer Science, 87, pp.38-43, 2016.
11. Mohan, M.J., Sunitha, C., Ganesh, A. and Jaya, A., 2016. A Study on Ontology Based Abstractive Summarization. Procedia Computer Science,87, pp.32-37, 2016.
12. Nasreen, M.A., Ganesh, A. and Sunitha, C., 2016. A Study on Byzantine Fault Tolerance Methods in Distributed Networks. Procedia Computer Science, 87, pp.50-54, 2016.
13. Devika, M.D., Sunitha, C. and Ganesh, A., 2016. Sentiment Analysis: A Comparative Study on Different Approaches. Procedia Computer Science,87, pp.44-49, 2016.
14. Sunitha C, Dr. A. Jaya, “A Phoneme based model for English to Malayalam Transliteration”, IEEE International Conference on Innovation Information in Computing Technologies, 2015.
15. Sunitha C, “A hybrid Parts of Speech Tagger”, IEEE International Conference on Advances in Computing, Communications and Informatics (ICACCI), pp 1502-1507, 2015.

• Life Time Member of ISTE (MISTE)
• Associate Member of CSI (MCSI)
• GATE qualified. Year 2006. GATE Score : 483. All India Rank : 564
• Second Rank holder for Diploma in CSE.

M.Tech Thesis guided

1. An enhanced model for recognition of handwritten Malayalam compound characters and words using deep learning
2. Automatic Generation of Natural Language Description for the Images of Data Representation Models
3. A Cluster Based Approach for Document Summarization.
4. Automatic Speech Recognition by using K-means clustering algorithm.
5. An Integrated System for securing Web Applications from SQL Injection Attacks.
6. Number Plate Detection using VEDA.
7. Morphology Analysis of Malayalam: A Novel Approach.
8. A System to suggest Appropriate Medicine for different Diseases Using Combined Mining Approach.
9. A Hybrid Parts of Speech Tagger for Malayalam.
10. Malayalam Spell Checker using N-GRAM Method.
11. Category Based Sentiment Analysis in Travel & Tourism Domain.
12. Ontology Based Agro Advisory System.
13. Tweet Segmentation using Dynamic Programming
14. Concept Extraction for Taxonomy Learning
15. TaxoFinder : A graph based approach for taxonomy learning.
16. A system for converting database queries in natural language to SQL queries.

FDP

1. Train the Trainer Programme on “Life Skills” Organized by ICT Academy, Kerala conducted at GEC Thrissur.
2. Induction Training Programme Conducted by Indian Society for Technical Education.
3. FDP on “Big Data, Six Sigma ERP,GenY Technlogies,IoT “ at TCS Infopark Kochi
4. ”OOAD using Rational Rose”, Software Training Programme conducted by IBM at VAST
5. FDP on “Big Data Analytics, Apache Spark and Map Reduce” at CUSAT, Cochin
6. FDP on “Multivariate Data Analysis” at Organized by Department of Economics GEC, Thrissur
7. FDP on “Ethical Hacking” at VAST Thrissur
8. FDP on “Internet of Things and Cloud Foundry” at TCS,Infopark Kochi
9. FDP on “Extended Training Programme in PHP” organised by Dept. Of CSE & Dept. Of CSE of VAST in association with ISTE from 24th Feb 2009 to 2nd March 2009.
10. FDP on Theory of Computation organized by Dept. Of CSE, Jyothi Engg. College, Cheruthuruthy from 4/4/13 to 5/4/13.
11. FDP on “Cloud Computing” organized by TCS, Kochi on 19/2/2013.
12. FDP on "Robotics", at TCS Kochi on 22/4/14.
13. FDP on "Artificial Intelligence" at TCS Kochi on 22/4/14.
14. FDP on “Algorithms & Complexity” from 21/4/15 to 25/4/15 at GEC, Thrissur.
15. FDP on "Advent of Artificial Intelligence and the driving forces" on 8/12/15 at TCS, Kochi.
16. FDP on Hadoop and R Programming from 12/1/16 to 13/1/16 at Jyothi Engg. College, Cheruthuruthy.

Workshops

1. National workshop on” Advanced trends in Web Development-WEBWARE’09” VAST
2. Workshop on “Machine Learning and Natural Language Processing” at VAST, Thrissur
3. Workshop on” HOW TO IDENTIFY A RESEARCH PROBLEM” at VAST Thrissur
4. Workshop on “Web Development using HTML5, CSS “at VAST Thrissur
5. Short term course on “Teaching Excellence and Methodologies” organised by ISTE, Kerala Section at MTI, Thrissur during 24-29 of May 2004.
6. Microsoft Certified training on Microsoft .NET held at CUSAT during 19-23 of December 2005.
7. Workshop on “WEBWARE '09, a three day workshop on Recent Trends in Web Development” organized by Dept. Of CSE & Dept. Of CA of VAST during 4-6 of Feb 2009.
8. Workshop on “Advanced Developer Technologies” organized by Microsoft Corporation on 27th June 2009.
9. Short Term Training Programme on “Advanced Linux Administration and Networking” organised by Dept. Of CSE & IT of Adi Shankara Institute of Engg. Technology in association with ISTE during 6-10 of July 2009.
10. National level Workshop on “Image Processing” organised by Dept. Of CSE & IT of Jyothi Engg. College, Cheruthuruthy during 8-9 of October 2009.
11. Workshop on “Carnatic Music Features and Signal Processing” conducted as part of EPSCICON 2010,  International Conference on “Power, Control, Signals and Computation”  organised by Dept. Of EEE, VAST on 3rd January 2010.
12. Attended Training Programme on “Application of Advanced Mathematics in Engineering and Research Methodologies” organised by ISTE Kerala Section & VAST during 21-22 of January 2011.
13. Workshop on “Text Processing using LaTeX” organized by CSI- VAST Student Branch during 20-21 October 2011.
14. Two day Workshop on “MATLAB for image processing” organised by Dept. Of CSE, Prajyoti Niketan College, Pudukkad, Thrissur held during 20-21 of January 2012.
15. Workshop on “Research Methodologies and Intellectual Property Rights” organized by Centre for Engineering Research and Development, GEC Thrissur from 10/12/13 to 12/12/13.
16. Workshop on “LaTeX” on 18th January 2014 at Vidya Academy of Science and Technology.
17. Workshop for the mentors of NPTEL "Online Certification courses" at IIT, Chennai, on 15/3/2014.
18. Workshop to explain the processes and Procedures of KTU on 28/2/15 KTU at Diamond Jubilee Hall, CET, TVM.
19. Workshop on “Quality Assurance in Academic and Sponsored Research” on 7/3/2015 at B.S. Abdur Rahman University, Chennai.
20. Workshop on "Ethical Hacking" from 14/1/16 to 16/1/16 at Vidya Academy of Science and Technology.
21. Workshop on Machine Learning and Natural Language Processing during 1/9/16, 23/9/16 & 24/9/16 at Vidya Academy of Science and Technology.
22. Workshop on “Data Science Research” organized by Dept. Of Science & Technolgy and Vellore Institute of Technology, Chennai from 30/11/16 to 2/12/16.
23. Workshop on J2EE technologies - 2days.

Conferences Attended

1. National Conference on “Free Software” organised by CUSAT during 15-16 of November 2008.
2. NCHIP '12, National Conference on “Computer Networks, Human- Computer Interaction and Image Processing” organised by Dept. Of CSE & Dept. Of CA in association with ISTE & CSI during 14-15 March 2012.
3. PoSiCom’13, National conference on “Power, Signals and Computation” organised by Dept. Of CSE, ECE, EEE & MCA of VAST during 15-16 of March 2013.
4. National Conference on “Recent trends in Web Technology - RTWT’13” organised by Dept. Of CA, BSAR university Chennai from 4/10/13 to 5/10/13.
5. IEEE International Conference on “Information, Innovation in Computing” organised by Dept. Of CSE, Natural Language Symposium on “Dravidian Languages (iDravidian 2015)” organised by  IIITMK, TVM on 10/12/15.
6. National Conference on “Indian Language Computing (NCILC 2016)” organised by Dept. Of CA, CUSAT from 26/2/16 to 27/2/16.

Seminars Attended

1. 25th Annual State Convention of ISTE and Seminar on “Strengthening Technical Education for sustainable Development “ at Jyothi engineering College,Thrissur
2. National Seminar on “Artificial Intelligence & Expert System” , PERCEPTION organised by Christ College, Irinjalakuda during 26-27 of February 2004.
3. Seminar on “Language Computing” organised by State Institute of Languages and Sree Kerala Varma College, Thrissur on 21/11/2007.
4. KSCSTE sponsored programme on "Technological Advancements in Transforming Women’s Life" organized by Dept. Of Applied Science, VAST on 30^th March 2011.