PROFILE
- Data Mining and Bioinformatics
- Image Processing
- Grid Computing
0422-2428342
ramyachitra@buc.edu.in
9994374370
ACADEMIC IDENTITY Scopus ORCID Google Scholar Publons Vidwan / IRINS
Research Area
- Data Mining and Bioinformatics
- Image Processing
- Grid Computing
Featured Publications
- V.Shenbagapriya, D.Ramyachitra, Multiple Kernel Based Remote Sensing Vegetation Classifier with Levy Optimized Subspace, Wireless Personal Communications, 111, 357-374,March 2020, SCI, IF:1.2, ISSN:1572-834X,
- R.Ranjani Rani, D.Ramyachitra, Antlion Optimization algorithm for pairwise structural alignment with biobjective functions, Neural computing and applications, 32, 7079-7096, June 2020, SCI, IF:5.606, ISSN:0941-0643,
- P. Lakshmi, Dr.D. Ramyachitra, An improved Genetic with Particle Swarm Optimization Algorithm Based on Ensemble Classification to Predict Protein – Protein Interaction, Wireless Personal Communications, Springer, 113(4), 1851-1870, April 2020, SCI, IF: 1.2, ISSN: 0929-6212, doi:
- Revathi, M., & Ramyachitra, D. A Modified Borderline Smote with Noise Reduction in Imbalanced Datasets. Wireless Personal Communications, 121(3), 1659-1680, December 2021, SCI, IF: 1.2, ISSN:1572-834X, doi:
- Sajithra.N, Dr.D. Ramyachitra, “Comparative analysis of various tree classifier algorithms for disease datasets” International Journal of Engineering Trends and Technology, 69(6), 8-13, June 2021, Scopus, ISSN: 2231-5381, doi: .
- Manikandan.P, Dr.D. Ramyachitra, Muthu.C, Sajithra.N, “Enrichment of remote homology detection using cascading maximum entropy Markov model”, International journal of current research and review, volume13(19), 80-84, October 2021, Scopus (2014,2019-2021) ISSN: 0975-5241,
Courses Teaching
- Data Structures and Algorithms
- Advanced Operating System
- Python Programming
- E Commerce
- Database Management System
- Computer Networks
- Cloud Computing
EDUCATION & CAREER
- Data Mining and Bioinformatics
- Image Processing
- Grid Computing
0422-2428342
ramyachitra@buc.edu.in
9994374370
ACADEMIC IDENTITY Scopus ORCID Google Scholar Publons Vidwan / IRINS
- Education
-
Ph. D.
Subject : Computer Science
Institution : Bharathiar University
Affiliated University : Bharathiar University
Year of Award : 2013M.Phil.,
Subject : Computer Science
Institution : Sri Ramakrishna Engineering College
Affiliated University : Bharathiar University
Year of Award : 2004M. C. A
Subject: Computer Applications
Institution : Madras University
Affiliated University : Madras University
Year of Award : 2000B. Sc.,
Subject: Applied Sciences
Institution: Government College of Engineering
Affiliated University: Madras University
Year of Award: 1996
- Career
-
At Bharathiar University (Reverse Order)
Associate Professor: from 18.01.2019 to till date
Assistant Professor: from 18.01.2008 to 17.01.2019
Past Experience
Lecturer: from 01.06.2001 to 14.01.2008 at Sri Ramakrishna Engineering College
RESEARCH AREAS
- Data Mining and Bioinformatics
- Image Processing
- Grid Computing
0422-2428342
ramyachitra@buc.edu.in
9994374370
ACADEMIC IDENTITY Scopus ORCID Google Scholar Publons Vidwan / IRINS
- Data Mining and Bioinformatics
- Image Processing
- Grid Computing
PUBLICATIONS
- Data Mining and Bioinformatics
- Image Processing
- Grid Computing
0422-2428342
ramyachitra@buc.edu.in
9994374370
ACADEMIC IDENTITY Scopus ORCID Google Scholar Publons Vidwan / IRINS
- Jayalakshmi, D.Ramyachitra, Wavelet Transform Based Water Marking Using a Simple Spread Spectrum Technique, International Journal of Imaging, December 2008.
- Ramyachitra Duraisamy, L.Valarmathi and Jeyalakshmi Ayyappan, Iteration Free Hybrid Fractal Wavelet Image Coder, International Journal of Computational Cognition, 6(4), 34-40, 2008, ISSN: 1542-806.
- K.Vivekanandan, D.Ramyachitra, Grid Applications - Past & Present- A Survey, International Journal of Computer Science & Applications, Issue 2011, 86-88, 2011, ISSN: 2278-1080.
- K.Vivekanandan, D.Ramyachitra, A Study on Scheduling in Grid Environment, International Journal on Computer Science & Engineering, 3, 571- 584, 2011, ISSN: 2347-2693.
- K.Vivekanandan, D.Ramyachitra, Grid scheduling using various performance measures – A comparative study, Ubiquitous Computing and Communication Journal, 6, 864 – 875, 2011, ISSN: 1992-8424.
- K.Vivekanandan, D.Ramyachitra, K,Anbu, Artificial Bee Colony algorithm for grid scheduling, Journal of Convergence Information Technology,6, 328–339, 2011, Scopus (2010-2012), ISSN: 2233-9299.
- D.Ramyachitra, S.Poongodi, Grid Meta Broker selection strategies for job reservation and bidding, International Journal of Grid Computing and Applications, 2,13-25, 2011, ISSN: 0976-9404.
- K.Vivekanandan, D.Ramyachitra, Bacteria Foraging Optimization for protein sequence analysis on the grid, Future Generation Computer Systems, 28, 647- 656, 2012, SCI, IF:7.187, ISSN: 0167-739X, doi : https://doi.org/10.1016/j.future.2011.10.009
- Kaniappan Vivekanandan,Duraisamy Ramyachitra, Bacterial Foraging Optimization for grid scheduling, Parallel and Distributed Computing Networks, 2, 1-10, 2012. ISSN: 1925-5543, doi: http://dx.doi.org/10.2316/Journal.211.2012.1.211-1043
- D.Ramyachitra, K.Vivekanandan, Decision Tree Learning Technique for selection of appropriate grid scheduling, International Journal of Computational Intelligence and Informatics, 2, 2012, ISSN: 2349-6363.
- K.Vivekanandan, A.Pankaj Moses Monickraj, D.Ramyachitra, Graph Mining Sub Domains and a framework for indexing – A Graphical approach, International Journal of Advanced Computer Science and Applications, 4, 153 – 157, 2013, ISSN: 2156-5570.
- Vivekanandan, Pankaj Moses Monickraj, D.Ramyachitra, VFG-INDEX: A Novel Graph Indexing method International Journal of Computer Science and Informatics, 4(2), 126-130, Oct 2014, ISSN: 2231 –5292.
- D.Ramyachitra, P.Pradeep Kumar, Scheduling Homology Modeling in Grid Environment, International Journal of Computational Intelligence & Informatics, 2 (4), 287-292, March 2013, ISSN: 2349 - 6363.
- D.Ramyachitra, S.A.Sharmila Banu, Efficient Memory Utilization for Resource Discovery in a Grid Environment, International Journal of Computational Intelligence & Informatics,2(4), 304 - 314, March 2013, ISSN: 2349-6363
- D.Ramyachitra, P.Suganthi, Genetic Algorithm based Artificial Bee Colony Algorithm for Grid Scheduling, International Journal of Advanced Research in Computer and Communication Engineering, 2(9), 3582-3589, September 2013, ISSN: 2278-1021.
- R.Geetha, D.Ramyachitra, Mycobacterium Tuberculosis on Grid Computational Algorithm, International Journal of Advanced and Innovative Research, 2,294-297, 2013, ISSN: ISSN: 2278-7844.
- C.Murugananthi, D.Ramyachitra, Grid Environment for Dengu Virus Protein Analysis, International Journal of Advanced & Innovative Research, 3, 27-30, 2014, ISSN: 2278-7844.
- C.Murugananthi, D.Ramyachitra, Performance Evaluation of Partition and Hierarchical Clustering Algorithms for protein sequences, International Journal of Computational Intelligence and Informatics, 3(4), 272-277, March 2014, ISSN: 2349 – 6363.
- D.Ramyachitra, P.Manikandan, Imbalanced dataset classification and solutions – A review, International Journal of Computing and Business Research, 5(4), July 2014, ISSN: 2229-6166.
- D.Ramyachitra, R.Geetha, Refined Markov Clustering Algorithm for Mycobacterium Tuberculosis protein sequence analysis, International journal of Computer Science and Engineering Technology,5,809 – 814, 2014, ISSN: 2229-3345.
- D.Ramyachitra, D.Banupriya, Protein Complex Detection: A Study, International Journal of Computer Science and Information Technology and Security, 4, 107-115, 2014, ISSN: 2249 - 9555
- D.Ramyachitra, M.Sofia, A comprehensive study on gene selection and t issue samples techniques, International Journal of Computer Application and Information Technology, 6, 108 -116, 2014, ISSN: 2278-7720.
- P.Manikandan, D.Ramyachitra, Naïve Bayes Classification Technique for analysis of Ecoli Imbalance Dataset, International Journal of Computational Intelligence and Informatics, 4(2), 98-103, July – September 2014, ISSN: 2349-6363.
- V.Veeralakshmi, D.Ramyachitra, An Experimental Analysis of Evolutionary and Swarm Intelligence Algorithms for 3D HP Structure Prediction, International Journal of Computational Intelligence and Informatics, 4(2), July – September 2014, ISSN: 2349-6363.
- D.Ramyachitra, V.Veeralakshmi, Computational Analysis of protein structure prediction and folding, International Journal of Computer Science and Information Technology and Security,4, 116-127, 2014, ISSN: 2249 – 9555.
- Kanchana Natarajan, Ramyachitra Duraisamy, Engineering Perspective on Enterprise Software Quality Towards Compliance Management for Better GRC, International Journal of Engineering Sciences Research, 5, 1578-1584, 2014.
- C.Murugananthi, D.Ramyachitra, An empirical analysis of flame and fuzzy c- means clustering for protein sequences, International Journal of Computational Intelligence and Informatics, 4(3), 214-220, October – December 2014, ISSN: 2349-6363.
- D.Ramyachitra, M.Sofia, P.Manikandan, Interval-value based particle swam optimization algorithm for cancer- type gene selection and simple classification, Genomics Data, 5, 46-50, Sep 2015, ISSN:2213-5960, doi: https://doi.org/10.1016%2Fj.gdata.2015.04.027
- Kanchana Natarajan, Ramyachitra Duraisamy, Software Maintainability Compliance Management Model Towards Quality Enhancement, International Journal of Applied Engineering Research, 10 (15), 35875 – 35882, 2015, Scopus (2010-2017), ISSN: 1087—1090.
- V.Veeralakshmi, D.Ramyachitra, Ripple Down Rule learner(RIDOR) Classifier for IRIS Dataset, International Journal of Computer Science Engineering, 4 (3), 79 -85, May 2015, ISSN: 2319-7323
- R.Nithya, P.Manikandan, D.Ramyachitra, Analysis of Clustering Technique for the Diabetes dataset using the training set parameter, International Journal of Advanced Research in Computer and Communication Engineering, 4(9), 166-169, September 2015, ISSN: 2278-1021, doi: 10.17148/IJARCCE.2015.4936.
- R.Nithya, P.Manikandan, D.Ramyachitra, Performance Analysis of Meta Classifiers Algorithms using Yeast Dataset, International Journal of innovative Research in Computer and Communication Engineering, 3, 8062-8068, 2015, ISSN: 2320-9801.
- R.Ranjani Rani, P.Manikandan, D.Ramyachitra, An Empirical Analysis of Classification Tree Algorithm for Protein Datasets, International Journal of Advanced Research in Computer Science, 6(6), 34-39, 2015, ISSN: 0976-5697.
- V.Kamalakkannan, Dr.D.Ramyachitra, An Experimental Analysis of Different Classification Techniques for Diabetes Dataset, International Journal of Advanced Research in Computer Science and Software Engineering, 2, 430-434, 2016, ISSN: 2277-128X.
- V.Kamalakkannan, Dr.D.Ramyachitra, Analysis of Different Classification Algorithms Applied to Anneal Dataset Using Data Mining Techniques, International Journal of Future Innovative Science and Engineering Research, 2, 127-134, 2016.
- D.Ramyachitra, P.PradeepKumar, Frog leap algorithm for homology modeling in grid environment, International Journal of Grid and Utility Computing, 7(1), 29-40, 2016, ISSN: 1741-8488, doi: https://doi.org/10.1504/IJGUC.2016.073775
- P.Manikandan, D.Ramyachitra, S.Kalaivani, R.Ranjani Rani, An improved instance based k-nearest neighbor (IIBK) classification of imbalanced datasets with enhanced preprocessing, International Journal of Applied Engineering Research, 11(1), 642-649, February 2016, Scopus (2010-2017), ISSN: 0973-4562.
- R.Ranjani Rani, Dr.D.Ramyachitra, Multiple sequence alignment using multi- objective based bacterial foraging optimization algorithm, BioSystems, 150, 177- 189, December 2016, SCI, IF:1.973, ISSN: 0303-2647, doi: https://doi.org/10.1016/j.biosystems.2016.10.005
- P.Manikandan, D.Ramyachitra, D.Banupriya, Detection of overlapping protein complexes in gene expression, phenotype and pathways of Saccharomyces cerevisiae using Prorank based Fuzzy algorithm, Gene, 580(2),144-158, April 2016, SCI, IF: 3.688, ISSN: 0378-1119, doi: https://doi.org/10.1016/j.gene.2016.01.016
- D.Ramyachitra, V.Veeralakshmi, Bacterial Foraging Optimization for protein structure prediction using FCC & HP energy model, Gene Reports,7,43-49, June 2017, ESCI, ISSN 2452-0144, doi: http://dx.doi.org/10.1016/j.genrep.2017.01.005
- D.Ramyachitra, R.Nithya, Construction of reliable heterogeneous network using protein sequence similarity for the prioritization of candidate disease genes, Gene Reports, 8, 1-10, September 2017, ESCI, ISSN 2452-0144, doi: https://doi.org/10.1016/J.GENREP.2017.04.013
- D.Ramyachitra, A.Ajeeth, MODCSA-CA, A multi objective diversity controlled self adaptive cuckoo algorithm for protein structure prediction, Gene Reports, 8,100-106,September 2017,ESCI, ISSN 2452-0144, doi: https://doi.org/10.1016/j.genrep.2017.06.001
- P.Manikandan, D.Ramyachitra, Bacterial foraging optimization-Genetic algorithm for multiple sequence alignment with multi objectives, Scientific reports, 7, 8833,1-14, August 2017, SCI, IF: 4.996, ISSN: 2045-2322, doi: https://doi.org/10.1038/s41598-017-09499-1
- Murugananthi C, Ramyachitra D, Hybrid fuzzy algorithm for protein clustering using secondary structure parameters, IOSR Journal of Computer Engineering,19(3), 1-7, May-June 2017, ISSN: 2278-0661, doi :10.9790/0661-1903030107
- P. Manikandan, D. Ramyachitra, PATSIM: Prediction and analysis of protein sequences using hybrid Knuth-Morris Pratt (KMP) and Boyer-Moore (BM) algorithm, Gene, 657, 50–59, May 2018, SCI, IF: 3.688, ISSN: 0378-1119, doi: https://doi.org/10.1016/j.gene.2018.02.069
- RJ Bhojan, D Ramyachitra, K Vivekanandan, S Ganesan, A Machine Learning Based Approach for Detecting Nondeterministic Tests and its Analysis in Mobile Application Testing, International Journal of Advanced Research in Computer Science, 9(1), 219-223, January – February 2018, ISSN : 0976-5697.
- S.Janani, D.Ramyachitra, R.Ranjani Rani, PCD-DPPI: Protein complex detection from dynamic PPI using shuffled frog-leaping algorithm, Gene Reports, 12, 89-98, 2018, ESCI, ISSN 2452-0144, doi: https://doi.org/10.1016/j.genrep.2018.06.002.
- C. Geetha and D. Ramyachitra, Enhanced Gaussian Bat Algorithm and Doppler Effect (EGBA-DE) and Supervised HFNN Approach for Effective Classification of Alzheimer‟s Disease, International Journal of Pure and Applied Mathematics,119 (10), 273-299, 2018, ISSN: 1314-3395.
- V.Shenbagapriya, D.Ramyachitra, Modified Genetic Algorithm (MGA) based feature selection with Mean Weighted Least Squares Twin Support Vector Machine (MW-LSTSVM) approach for vegetation classification, Cluster Computing, 22(6), 13569-13581, 2019, SCI, IF: 1.809, ISSN: 1573-7543, doi: https://doi.org/10.1007/s10586-018-2003-8.
- D.Ramyachitra, A.Jeyalakshmi, Source Camera identification using image features, International Journal of Applied Engineering Research, 13(1), 490-504, 2018, ISSN: 0973-4562.
- D.Ramyachitra, A.Jeyalakshmi, Hybrid framework of image source identification using image features with conditional probability features, International Journal of Theoretical and Applied Sciences, 10, 129-134, 2018, ISSN: 0975 – 1718.
- V.Shenbagapriya, D.Ramyachitra, Remote Sensing Image Detail Enhancement based on Retinex Theory with Local Mode Findings, Journal of Advanced Research in Dynamical and Control Systems, vol. 10, no. 8, 2018, ISSN: 1943-023X
- Manikandan, D. Ramyachitra, R. Nandhini, Fuzzy based algorithms to predict MicroRNA regulated protein interaction pathways and ranking estimation in Arabidopsis thaliana, Gene, 692, 170-175, 2019, SCI, IF:3.688, ISSN: 0378-1119, doi: https://doi.org/10.1016/j.gene.2018.12.066
- R.Ranjani Rani, D.Ramyachitra, A.Brindhadevi, Detection of dynamic protein complexes through Markov Clustering based on Elephant Herd Optimization Approach, Scientific Reports, 9,11106, 1-18, 2019, SCI, IF:4.996, ISSN: 2045-2322, doi: https://doi.org/10.1038/s41598-019-47468-y.
- A.Jeyalakshmi, D.Ramyachitra, Image splicing detection based on surf with ripplet transform – ii, International Journal of Recent Technology and Engineering, 7(5S), January 2019, ISSN : 2277 – 3878.
- Rajkumar J Bhojan, Dr. D. Ramyachitra, Dr.Subra Ganesan, Ragavi Rajkumar, A Hybrid Deep Learning Based Visual System for In-Vehicle Safety, EJERS, European Journal of Engineering Research and Science, 4(4), April 2019, ISSN: 2506-8016.
- V.Shenbagapriya, D.Ramyachitra, Multiple Kernel Based Remote Sensing Vegetation Classifier with Levy Optimized Subspace, Wireless Personal Communications, 111, 357-374, March 2020, SCI, IF:1.2, ISSN:1572-834X, doi: https://doi.org/10.1007/s11277-019-06863-4
- R.Ranjani Rani, D.Ramyachitra, Antlion Optimization algorithm for pairwise structural alignment with biobjective functions, Neural computing and applications, 32, 7079-7096, June 2020, SCI, IF:5.606, ISSN:0941-0643, doi: https://doi.org/10.1007/s00521-019-04176-y
- P. Lakshmi, Dr.D. Ramyachitra, An improved Genetic with Particle Swarm Optimization Algorithm Based on Ensemble Classification to Predict Protein – Protein Interaction, Wireless Personal Communications, Springer, 113(4), 1851-1870, April 2020, SCI, IF: 1.2, ISSN: 0929-6212, doi: https://doi.org/10.1007/s11277-020-07296-0
- P. Lakshmi, Dr.D. Ramyachitra, E. Pavithra Vishalini, Motif Discovery of Protein – Protein Interaction using Minimum Spanning Tree, International Journal of Engineering and Advanced Technology (IJEAT), 9(3), February 2020, ISSN: 2249 – 8958, doi: 10.35940/ijeat.B4576.029320
- E. Pavithra Vishalini, Dr.D. Ramyachitra, P. Lakshmi, A Hybrid DELGA Algorithm for Protein Ligand Docking, International Journal of Innovative Technology and Exploring Engineering (IJITEE), 9(4), Scopus, February 2020, ISSN : 2278-3075, doi: 10.35940/ijitee.C8986.029420.
- P. Manikandan, D. Ramyachitra, C. Muthu, “Analysis of Influenza Virus Proteins Based on its Primary and Secondary Structure”, High Technology Letters, 26(09), Sep 2020. ISSN:1006-6748.
- Revathi, M., & Ramyachitra, D. A Modified Borderline Smote with Noise Reduction in Imbalanced Datasets. Wireless Personal Communications, 121(3), 1659-1680, December 2021, SCI, IF: 1.2, ISSN:1572-834X, doi: https://doi.org/10.1007/s11277-021-08690-y
- Sajithra.N, Dr.D. Ramyachitra, “Comparative analysis of various tree classifier algorithms for disease datasets” International Journal of Engineering Trends and Technology, 69(6), 8-13, June 2021, Scopus, ISSN: 2231-5381, doi: https://doi.org/10.14445/22315381/IJETT-V69I6P202.
- Manikandan.P, Dr.D. Ramyachitra, Muthu.C, Sajithra.N, “Enrichment of remote homology detection using cascading maximum entropy Markov model”, International journal of current research and review, volume13(19), 80-84, October 2021, Scopus (2014,2019-2021) ISSN: 0975-5241, doi: http://dx.doi.org/10.31782/IJCRR.2021.131906
TEACHING
- Data Mining and Bioinformatics
- Image Processing
- Grid Computing
0422-2428342
ramyachitra@buc.edu.in
9994374370
ACADEMIC IDENTITY Scopus ORCID Google Scholar Publons Vidwan / IRINS
PROJECTS
- Data Mining and Bioinformatics
- Image Processing
- Grid Computing
0422-2428342
ramyachitra@buc.edu.in
9994374370
ACADEMIC IDENTITY Scopus ORCID Google Scholar Publons Vidwan / IRINS
- Funded Projects (National Level)
-
Ongoing Projects List with necessary InformationAn Efficient Scheduling Strategy for Protein Sequence Analysis on the Grid - funded by UGC.Hands on training on Statistical Analysis using Python - funded by SDC, BEICH-RUSA 2.0.
- Consultancy Projects
-
Ongoing Consultancy Project InformationsCompleted Consultancy Project Informations
RESEARCH GUIDANCE
- Data Mining and Bioinformatics
- Image Processing
- Grid Computing
0422-2428342
ramyachitra@buc.edu.in
9994374370
ACADEMIC IDENTITY Scopus ORCID Google Scholar Publons Vidwan / IRINS
- Ph.D. Ongoing
-
3
- Ph.D. Completed.
-
7
- M.Phil. Ongoing
-
Nil
- M.Phil. Completed
-
27
- M.Sc. Ongoing
-
5
- M.Sc. Completed.
-
38
INSTITUTIONAL RESPONSIBILITIES
- Data Mining and Bioinformatics
- Image Processing
- Grid Computing
0422-2428342
ramyachitra@buc.edu.in
9994374370
ACADEMIC IDENTITY Scopus ORCID Google Scholar Publons Vidwan / IRINS
- ADMINISTRATIVE (BHARATHIAR UNIVERSITY)
-
ALUMINI REFLECTIONS
- Data Mining and Bioinformatics
- Image Processing
- Grid Computing
0422-2428342
ramyachitra@buc.edu.in
9994374370
ACADEMIC IDENTITY Scopus ORCID Google Scholar Publons Vidwan / IRINS
- Awards
-
Dr. A. P. J. Abdul Kalam Award for Scientific Excellence – 2018 for Research Contribution
- Membership
-
Life Member of Computer Society of India
Member of IAENG
AWARDS & MEMBERSHIPS
- Data Mining and Bioinformatics
- Image Processing
- Grid Computing
0422-2428342
ramyachitra@buc.edu.in
9994374370
ACADEMIC IDENTITY Scopus ORCID Google Scholar Publons Vidwan / IRINS
- Awards
-
Dr. A. P. J. Abdul Kalam Award for Scientific Excellence – 2018 for Research Contribution
- Membership
-
Life Member of Computer Society of India
Member of IAENG
VISITS / COLLABORATIONS / OTHERS
- Data Mining and Bioinformatics
- Image Processing
- Grid Computing
0422-2428342
ramyachitra@buc.edu.in
9994374370
ACADEMIC IDENTITY Scopus ORCID Google Scholar Publons Vidwan / IRINS
- Visits
-
Paper presentation in an International Conference on Science, Technology, Management, Arts and Science – Contemporary research in future of Asia at Asia Pacific University, Malaysia on 19.10.2018.
- Collaborators
-
- Others
-