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Dr.R.Mallika

Assistant Professor

Computer Science and Engineering

0431 2258444

mallikka.r@srm.isttrichy.edu.in mallikkr@srmist.edu.in

Total Experience 

Area of intErest

  • Image processing
  • Document image processing
  • Machine Learning 
  • Sentiment Analysis
17 years 03 months

course handled

• Data Warehousing and Data Mining

• Data Structure

• Object Oriented Analysis and Design

• Python  Programming

• Java Programming

• C

• C++

• Digital Image Processing

• Operating Systems

• Computer Networks\

• E-Commerce

• Artificial Intelligence and Machine Learning

• Advance Image Processing

Education Details

  • Publication details

    Mallikka Rajalingam, Putra Sumari and Saleh Alomari, “Prevention of Phishing Attacks Based on Discriminative Key Point Features of WebPages,” International Journal of Computer Science and Security (IJCSS), ISSN 1985-1553, vol. 6, issue. 1, pp. 1-18, 2012


    Mallikka Rajalingam, Putra Sumari, and Dil Nawaz Hakro, “An Efficient Study for Approaching Biometric with Bio-Inspired Learning Techniques,” Caspian Journal of Applied Sciences Research (CJASR), ISSN 2251-9114, vol. 2, issue. 5, pp. 78-89, 2013. [ISI/ISC Indexed Journal] (Impact Factor: 0.059)


    Mallikka Rajalingam, Putra Sumari, and Valliappan Raman, “Text Detection and Extraction from Document Images using K-Nearest Neighbor Rule,” International Journal of Computer Science and Information Technology (IJCIT), ISSN 2279-0764, vol. 3, issue. 4, pp. 731-736, 2014. (Impact Factor: 0.687)


    Mallikka Rajalingam, Valliappan Raman, and Putra Sumari, “An Initial Study on Recognition of Text-based CAPTCHA using Template Matching Technique,” International Journal of Applied Engineering Research (IJAER), ISSN 0973-4562, vol. 10, no. 19, pp. 14974-14979, 2015. [Citation Indexed (SCOPUS) Journal] (Impact Factor: 0.13)


    Mallikka Rajalingam, Valliappan Raman, and Putra Sumari, “An Enhanced Character Segment Method in Image-based Email Classification,” ICGST: Journal of Graphics, Vision and Image Processing (GVIP), ISSN 1687-3998, vol. 15, no. 2, pp. 51-58, 2015. [ISI Indexed Journal] (Impact Factor: 1.511) 


    Mallikka Rajalingam & Sumari, P. “An Enhanced Character Segmentation and Extraction Method in Image-based Email Detection,” International Journal of Control Theory and Applications (IJCTA), ISSN 0974-5572, 9(26), pp. 171-179, 2016. [Citation Indexed (SCOPUS) Journal] (Impact Factor: 0.53)


    Mallikka Rajalingam. “Enhanced Text Recognition and Extraction Approach from Image Email,” International Journal of Computer Technology & Applications (IJCTA), ISSN 2229-6093, 8(4), pp.488-493, 2017. [Citation Indexed SciVerse Scopus Journal] (Impact Factor: 4.080)


    Mallikka Rajalingam, “Image Based Spam Email Detection by Combined Approach,” International Journal of Advanced Technology in Engineering and Science (IJATES), ISSN 2348-7550, 5(7), pp. 384-396, 2017. (Impact Factor: 2.870) 


    Mallikka Rajalingam and Dr. M. Balamurugan, “A Sequential Approach in Segmentation and Recognition Techniques in Image Based E-mail”, International Journal of Computer Technology and Applications (IJCTA), ISSN 2229-6093, Vol 9, Issue 3, pp. 152- 159, June 2018. IF: 4.080 – [UGC Journal, Google Scholar, Scopus, Index Copernicus]


    Mallikka Rajalingam and Dr. M. Balamurugan, “Shape Based Feature Extraction in Detection of Image Email”, Journal of Physics: Conference Series (JPCS), ISSN 1742-6596, Vol 1142, Issue 6, pp. 1-10, Dec 2018. IF: 0.42 - [UGC Journal, Scopus]


    Mallikka Rajalingam and Dr. M. Balamurugan, “An Observation and Experimental Evaluation of Image Spam Detection”, International Journal of Recent Technology and Engineering (IJRTE), ISSN 2277-3878, Vol. 8, Issue. 3, pp. 5892-5896, Sep 2019. IF: 5.92 – [UGC Care (Group A) Journal, Scopus, Index Copernicus, Research Gate]


    Mallikka Rajalingam and Dr. M. Balamurugan, “A Chronological Method of Detecting Image based Email”, International Journal of Recent Technology and Engineering (IJRTE), ISSN 2277-3878, Vol 8, Issue 2, pp. 4579-4583, July 2019. IF: 5.92 – [UGC Care (Group A) Journal, Scopus, Index Copernicus, Research Gate]


    Mallikka Rajalingam and Dr. M. Balamurugan, “An Intelligent System for Detecting Image Spam based on Exploration of Text Information Embedded into Images”, International Journal of Innovative Technology and Exploring Engineering (IJITEE), ISSN 2278-3075, Vol. 9, Issue. 3,pp. 2403-2408, Jan 2020. IF: 5.54 – [UGC Care (Group A) Journal, Scopus, Index Copernicus, Research Gate]


    Books/Book Chapter:


    Dr. R. Mallikka, “Java Foundation for Beginners” Mahi Publications. ISBN: 978-81-976000-8-1, 2024.


    Dr. S. S. Manikandasaran and R. Mallikka, “C Programming” Rathore Academic Research Publications. ISBN: 978- 81-946310-1-9, 2020.


    Mallikka Rajalingam, “Text Segmentation and Recognition for Enhanced Image Spam Detection”, in EAI/Springer Innovations in Communication and Computing. ISBN: 978-3-030-53046-4, 2020.


    Mallikka Rajalingam, S. S. Manikandasaran, and K. S. Karthick, Chapter title “Advanced Farming Predictor System Embedded with Internet of Things” for the contribution to the book “Frontiers of Data and Knowledge Management for Convergence of ICT, Healthcare, and Telecommunication Services”, in EAI/Springer Endorsed Transactions on Smart Cities. ISBN: 978-3-030-77557-5, 2021.

    International Conferences:


    Presented a paper entitled “Applications of Context-Aware Computing in Hospital Work Examples and Design Principles”, at ICM 2010 – Satellite Conference on Harmonic and Quasiconformal Mappings, Aug 09-17, 2010. 


    Presented a paper entitled “An Initial Study on Recognition of Text-based CAPTCHA using Template Matching Technique”, at AETSD 2015 – 1st International Conference on Advanced Engineering and Technology for Sustainable Development, March 5-6, 2015.


    Presented a paper entitled “Implementation of Vocabulary-Based Classification for Spam Filtering”, at IEEE Proceedings of ICCTIDE 2016 – The International Conference on Computing Technologies and Intelligent Data Engineering, National Engineering College, Kovilpatti, Jan 07-09.


    Presented a paper entitled “An Enhanced Character Segmentation and Extraction Method in Image based Email Detection”, at ICCCIS’16 – International Conference on Computing Communication and Information System, Bishop Heber College, Trichy, July 28-29. 


    Presented a paper entitled “Text Segmentation and Recognition Techniques in Image Email Detection-An Analysis”, at ICRIEECE-2018 - International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering,  Kalinga Institute of Industrial Technology (KIIT), Bhubaneswar, India, July 27-28. 


    Presented a paper entitled “Shape Based Feature Extraction in Detection of Image Email”, at NCCI 2018 - 2nd National Conference on Computational Intelligence, Kristu Jayanti College, Bengaluru, India, Dec 05.


    Presented a paper entitled “An Observation and Experimental Analysis of Image Spam Detection”, at NCACTA-2019 - 2nd National Conference on Advanced Computing Technologies and Applications,  Reva University, Bengaluru, India, Mar 29.


    Presented a paper entitled “An Appraisal and Investigation Evaluation of Image Spam Detection”, at STARS-2022- International Conference on Scientific and Technological Advancements for Reliable and Sustainable Future, Bishop Heber College, Trichy, India, Nov 16-18.


    Patents:


    Dr. Mallikka Rajalingam. 2022. Artificial Intelligence based prediction and prevention of lung cancer using Data Mining and Machine Learning Techniques for health care management. 202241006973. Published date: 04-03-2022. Indian Patent.


    Dr. Mallikka Rajalingam. 2022. Cloud based farm monitoring using IoT. 202241035947. Published date: 22-07-2022. Indian Patent. 

  • Awards and Achievements

    Coordinated a team towards NAAC accreditation in Criteria III work for the Computer Science Department of Computer Science, Bishop Heber College, Trichy.


    Produced 100% result in many semesters in the classes engaged.


    Reviewer/Editor


    1. Reviewer of the Journal IEEE Transactions on Sustainable Computing. “Camera Model Identification on Counter-Forensically Modified Images”.  [2015-2019]


    2. Reviewer of the Journal [Elsevier] Journal of Information Security and Applications. “Enhancement of Email Spam Detection using Improved Deep Learning Algorithms for Cyber Security”. [2017-2021]


    3. Editorial Board Member of the Journal [Open Access] International Journal of Computer Science. Membership No: 2022SKRGC1318. [2022-till date]

  • Workshops / Seminars

    Participated in Workshop on “Advanced Algorithms in Computer Vision and Imaging using MATLAB” held at School of Computer Sciences, Universiti Sains Malaysia, Penang, Malaysia, Jun 8-9, 2012


    Participated in Workshop on “Computer Science Journal & Technical Writing Workshop” held at School of Computer Sciences, Universiti Sains Malaysia, Penang, Malaysia, Sep 11-12, 2012


    Participated in Workshop on “Advanced Algorithms in Computer Vision and Imaging using MATLAB” held at School of Computer Sciences, Universiti Sains Malaysia, Penang, Malaysia, Jun 8-9, 2013


    Participated in 3rd International Workshop on “Research Aspects of Cloud Computing” organized by the Adaikalamatha Institute of Computer Applications and Research, Vallam, Thanjavur, 23rd Sep 2019


    Participated in TEQIP-III Sponsored One Week FDP on “Free/Open Source Software for AI and Cyber Security” organized by the Department of Computer Science and Engineering, Thiagarajar College of Engineering, Madurai, Aug 26-31, 2019


    Workshop/Seminar /Webinar Organized


    PG Department of Computer Science in association with Training division organized a crash course on “Python Programming” by Dr. R. Omprakash, IIT Mumbai, 28th Oct 2022 to 09th Nov 2022, Bishop Heber College, Trichy. 


    PG Department of Computer Science in association with Training division organized a seminar on “Innovative Tools for Software Development” by Dr. Anandkumar Prakasam, Founder & Director, Root-IT Learning Center and Research Consultancy, 16th Sep 2022, Bishop Heber College, Trichy.





  • Work Experience

    Academic Experience:


    Current Position: Assistant Professor  at Department of Computer Science and Engineering, SRM Institute of Science and Technology, Tiruchirappalli Campus (Since May 2024).


    Assistant Professor from 2021 – 2024 at Bishop Heber College College, Trichy


    Assistant Professor from 2018-2021 at Bharathidasan University, Trichy


    Research Officer from 2011 – 2017 at Universiti Sains Malaysia, Malaysia


    Assistant Professor from 2006 – 2011 at SASTRA University, Thanjavur

  • Memberships

    NIL

  • Funded Projects

    NIL