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Dr. Dhanya P M
Ph.D in Computer Science,M.Tech. Software Engineering, B.Tech. Computer Science & Engineering.
Professor
DEPARTMENT OF COMPUTER SCIENCE & ENGINEERING

Dr. Dhanya P. M completed her B. Tech in Computer Science and Engineering and M.Tech in Software Engineering from the Department of Computer Science, Cochin University of Science and Technology (CUSAT). She received her PhD under Faculty of Technology, CUSAT in the year 2019. Her areas of interest are Natural Language Processing, Data Mining ,Hypergraph morphology, Intuitionistic Fuzzy Hypergraphs , Soft Computing etc. She joined RSET in 2004. She has a total teaching experience of 18.5 years in various Engineering Colleges. She has 28 publications in International Journals ,International Conferences and National Conferences.  


RSET Unique Id: 31233
Area of Interest: Natural Language Processing, Data Mining Hypergraphs Intuitionistic Fuzzy Hypergraphs
Email dhanya_pm@rajagiritech.edu.in
ORCID_iD 0000-0002-2988-8782
Website https://www.rajagiritech.ac.in/Home/Profile.asp?EN=31233
PUBLICATION-CONFERENCE/JOURNAL DETAILS
Year Title of the Paper-Conference/Journal Details
2023 Hate Speech Detection in Twitter Using Different Model
ICDSAC - 2023
2022 Applications of Topological data analysis with morphology operators on hypergraphs
ICMICDS 2022
2021 Fuzzy Hypergraph Modeling, Analysis and Prediction of Crimes
International Journal of Computing and Digital Systems
2017 Dhanya P.M, Sreekumar A, Jathavedan M, Ramkumar P.B, Document Modeling and Clustering using Hypergraphs, IJAER, Vol 12(10), pg: 2127-2135.
2017 Dhanya P.M, Sreekumar A, Jathavedan M, Ramkumar P.B, On Constructing Morphological Erosion of Intuitionistic Fuzzy Hypergraphs, Journal of Analysis , Springer
2017 Dhanya P.M, Sreekumar A, Jathavedan M, Vriksh: A Tree based Malayalam lemmatizer Using Suffix Replacement Dictionary, IJETER, Vol 6, Issue 1, pg: 31-42, January 2018
2017 Dhanya P.M, Sreekumar A, Jathavedan M, Ramkumar P.B, Algebra of Morphological Dilation on Intuitionistic Fuzzy Hypergraphs
IJSRSET
2017 Dhanya P.M, Sreekumar A, Jathavedan M, A survey on Recent Techniques in Automatic Text Summarization, IJCET, Vol 9(2). pp: 74-85
2017 Dhanya P.M, Sreekumar A, Jathavedan M, Ramkumar P.B, Metric Induced Morphological Operators on Intuitionistic Fuzzy Hypergraphs, IJMMS, Hindawi publications.Vol. 2018
2017 Dhanya P.M, Sreekumar A, Jathavedan M, Ramkumar P.B, Text Summarization Using Morphological Filtering of Intuitionistic Fuzzy Hypergraphs, Journal of Computer Science.Vol 14(6)
2016 Rajalekshmi , Dhanya P.M,Predicting Bug severity using Classification on Clustered Bugs Data, Int. J. Adv. Res. 4(8), 1305-1312, August 2016.
2014 Dhanya P.M,Jathavedan M,Sreekumar A,” Implementation of Text Clustering using genetic Algorithm “, International Journal of Computer Science and Information Technologies, Vol. 5 (5) , 2014.
2014 Anitha Mary M.O. Chacko and Dhanya P.M., “Offline Malayalam Character Recognition Using Global and Local Features”, International Conference on Emerging Research in Computing, Information, Communication and Applications(ERCICA-14), (Elsevier Publications), August 01-02, pp 806-812.
2014 Anitha Mary M.O. Chacko and Dhanya P.M., “A Differential Chain Code Histogram Based Approach for Offline Malayalam Character Recognition”, International Conference on Communication and Computing(ICC-2014), June 12-14, pp 134-139, (Elsevier) .
2014 Anitha Mary M.O. Chacko and Dhanya P.M.,” Gradient and Density Based Features For Offline Malayalam Character Recognition”, National Conference on Computer Competence-NCCC ’14, April 29-30, Pages 1-4
2014 Anitha Mary M.O. Chacko and Dhanya P.M, “ Handwritten Character Recognition in Malayalam Scripts- A Review”, International Journal of Artificial Intelligence & Applications (IJAIA), Vol. 5, No. 1, January 2014.
2014 Anitha Mary M.O. Chacko and Dhanya P.M., “Multiple Classifier System for Offline Malayalam Character Recognition”, Accepted for International Conference on Information and Communication Technologies(ICICT 2014), December 3-5, (Elsevier).
2014 Anitha Mary M.O. Chacko and Dhanya P.M., “Combining Classifiers for Offline Malayalam Character Recognition”, Accepted for International Conference on Emerging ICT for Bridging Future(CSI-2014), (Springer), ),December 12-14.
2014 Anitha Mary M.O. Chacko and Dhanya P.M., “A Comparative Study of Different Feature Extraction Techniques for Offline Malayalam Character Recognition”, Accepted for International Conference on Computational Intelligence in Data Mining (ICCIDM-2014), (Springer), December 20-21.
2014 Dhanya P.M,Jathavedan M,Sreekumar A, " A proposed method for clustering Malayalam document using genetic algorithm",NCILC 2014
2013 Anitha mary M.O. Chacko, Dhanya P.M,"HANDWRITTEN CHARACTER RECOGNITION IN MALAYALAM SCRIPTS – A REVIEW",International Journal of Artificial Intelligence & Applications (IJAIA), Vol. 5, No. 1, January 2014
2013 Dhanya P.M, Jathavedan M, Sreekumar A ,"A proposed method for clustering malayalam documents using genetic algorithm",NCILC 2014.
2013 Nayana Arackal,Dhanya P.M ,"A Survey on Existing Extractive Text Summarization Techniques", NCILC 2014
2013 Anitha Mary M.O. Chacko,Dhanya P.M ," A Differential Chain code Histogram Based Approach for Offline Malayalam Character Recognition ", ICC 2014( Elsevier)
2013 Anitha Mary M.O. Chacko,Dhanya P.M ," Gradient and Density Based features for Offline Malayalam Character Recognition ", National Conference on Computer Competence -NCCC'14,TVM
2013 Dhanya P.M,Jathavedan M," Application of Modified Spectral Bisection for Segmenting Malayalam documents ", Third International Conference on Advances in Computing and Communications, August 2013(IEEE)
2013 Dhanya P.M,Jathavedan M,Sreekumar A," Implementation of Text Clustering using genetic algorithm",International Journal for Computer Science and Information Technologies ( Paper registered)
2013 Dhanya P.M,Jathavedan M,"Comparative Study of Text Summarization in Indian Languages", International Journal of Computer Applications ,August 2013
2013 Madhury Mohandas, Dhanya P.M,"An Approach for Log Analysis Based Failure Monitoring in Hadoop Cluster",ICGCE Dec 2013(IEEE)
PUBLICATION-BOOKS
Year Date of Publication Title of the Book Published By Edition
2021 20-Sep-2021 Current Topics on Mathematics and Computer Science BP international version 11