Professor & Head
Area of Specialization:
- Bigdata Analytics
- Data Mining
Research Interests:
- Cloud Computing
- Bigdata Analytics
- Data Mining, AI & Machine Learning
Selected Publications:
22
Journal Publications:
Anna University Annexure Journals
- Valarmathie and K.Priya , Multilevel Sentiment Analysis using Domain Thesaurus, Journal of Ambient Intelligence & Humanized Computing, Springer, April 2020.
- Valarmathie and A.Manju , Video Analytics for Semantic Substance Extraction using OpenCV in Python, Journal of Ambient Intelligence & Humanized Computing, Springer, February 2020.
- Valarmathie and A.Manju ,"Impact of Big Data by Proliferation of Videos in Video Surveillance", International Journal of Control Theory and Applications", Volume 9, Issue 36, 2016, pp. 685-693. (Impact Factor: 0.53)
- Valarmathie and G. Kavitha, “An Algorithm for Imputing Missing Values in MicroarrayGene Expression Data “, Asian Journal of Research in Social Sciences and Humanities, ISSN No: 2249-7315,Vol. 6, Issue 6, Special Issue June 2016, pp. 289-301.(Impact Factor: 0.25)
- Valarmathie, V. Sivakrithika and K.Dinakaran, ”Classification of Mammogram Masses Using Selected Texture, Shape and Margin Features with Multilayer Perceptron Classifier”, Biomedical Research , Special Issue, 2016, pp: S310-S313.(Impact Factor: 0.226)
- Valarmathie, “Guarding Web Application With Multi-Angled Attack Detection”, International Journal of Applied Engineering Research,ISSN No: 0973-4562, Volume 10, Number 41 , 2015 pp 30288-30291. (Impact Factor:0.015)
- Valarmathie, “Guarding Web Application With Multi-Angled Attack Detection”, International Journal of Applied Engineering Research, ISSN No: 0973-4562, Volume No: 10, Number 41 (2015 ) page: 30288-30291.(Impact Factor:0.015)
- Valarmathie, “Collaborative filtering Recommendation System through Gibbs Sampling”, International Journal of Applied Engineering Research, ISSN No: 0973-4562 ,Volume No: 10, Number 41 (2015 ) page: 30596-30599. (Impact Factor:0.015)
- Valarmathie, “Hybrid Hash-Based Approach to Predict Semantic Tags for Unstructured Data Using MapReduce Technique”, International Journal of Applied Engineering Research, ISSN No: 0973-4562 ,Volume No: 10, Number 41 (2015 ) page: 30333-30337. ( Impact Factor:0.015)
Scopus Indexed Journals
- Valarmathie, “EnterobacteriaceaeProteinVirulence Prediction based on Hybrid Composition Features using Support Vector Machines” Elsevier, 2019, Page no: 1603-1610,ISSN No: 2214-7853.
- Valarmathie, “PSSRDBModel- Protein 3D Structure Prediction Server based on the Secondary Structure Informations” Elsevier, 2019, Page no: 1596-1602,ISSN No: 2214-7853.
- Valarmathie, “A Study on Twilight Zone Proteins Consensus Secondary Structure Prediction” Global Journal of Engineering Science and Researches International, November 2018, Page no: 264-271, Thomson Reuters, ISSN No: 2348-8034.
- A. Manju, Assistant Professor (SG) and P. Valarmathie, Professor, Department of Computer Science and Engineering for publishing their Paper “Fuzzy Rule Based Model For Semantic Content Extraction In Video Big Data” in ARPN Journal of Engineering and Applied Sciences, Volume 13, Number 09, May 2018, Scopus Indexed, ISSN: 1819-6608, Impact Factor: 0.391
- Valarmathie, “Function Based Predictions of Protein Fold Recognition using Go-Term” in Journal of Engineering and applied Sciences, Volume 12(24),2017 Page No: 7534-7538.Scopus indexed, ISSN No: 1816-949X, Impact Factor: 0.38
- Valarmathie, T. Ravichandran and K. Dinakaran,” Survey on Clustering Algorithms for Microarray Gene Expression Data”, European Journal of Scientific Research, ISSN No: 1450-216X,Vol.69 No.1, pp.5-20, 2012. ( Impact Factor: 0.713)
- Valarmathie, T. Ravichandran and K. Dinakaran,” An Efficient Unified K- Means Clustering Technique for Microarray Gene Expression Data” Journal of Computer Science, ISSN No: 1549-3636,Volume 7, No. 7, pp 954-957, 2011. (Impact Factor: 0.3)
International Journals
- Valarmathie and P.M. Lavanya ,” Big Data in Healthcare Using Cloud Database with Enhanced Privacy”, International Journal of Advanced Research in Computer Engineering & Technology (IJARCET) , ISSN No: 2278-1323,Volume 5, Issue 5, May 2016. ( Impact Factor: 3.69)
- Valarmathie and P.M. Lavanya,”.Systematic Acquisition of Disease Prediction Using Hadoop in Big Data,International Journal of Interdisciplinary in Engineering Science & Technology , ISSN 2455-8494 Vol. 1, No. 1, January 2016.
- Valarmathie and K.Magesh Kumar, “ Domain and Intelligence based Question Answering System”, International Journal of Interdisciplinary in Engineering Science & Technology , ISSN 2455-8494 Vol. 1, No. 1, January 2016.
- Valarmathie and A. Manju, “A study on Organizing Multimedia Bigdata”, International Journal of Interdisciplinary in Engineering Science & Technology , ISSN 2455-8494 Vol. 1, No. 1, January 2016.
- Valarmathie, Dr M.V Srinath, Dr T. Ravichandran, and K. Dinakaran,” Hybrid Fuzzy C-Means Clustering Technique for Gene Expression Data”, International Journal of Research and Reviews in Applied Sciences, Volume 1, No. 1, pp 33-37, October 2009. (Impact Factor: 1.740)
- Valarmathie, Dr M.V Srinath and K. Dinakaran, “An Increased Performance of Clustering high Dimensional Data through Dimensionality Reduction Technique”, International Journal of Theoretical and Applied Information Technology, Vol. 5, No. 6, 2009. ( Impact Factor: 0.88)
National Journals
- P. Valarmathie K. Dinakaran and R.M Suresh “Clustering Gene Expression Data Using Self-Organizing Maps”, Journal of Computer Applications, Vol.1, Issue-4, Oct 2008.
National &International Conference:
International Conferences ( In India)
- P. Valarmathie,, “Verification of digital documents by biometric watermarking”, International Conference on Recent Advances in Computer Science (ICRACS), 7th& 8th Feb 2019 at Saveetha Engineering College, Chennai.
- P. Valarmathie, “Organizing multimedia big data using semantic based video content extraction technique”, IEEE International Conference on Soft-Computing and Networks Security (ICSNS), Feb 2015, ISBN 978-1-4799-1752-5
- Valarmathie, P, “Efficient Algorithm for Imputing Missing values in Gene Expression Data”, International Conference on Computer Communication & Systems”, IEEE Xplore, 2014.
- Valarmathie, P. and Jasmine Gabriel, J. “Unified Clustering Technique for Microarray Gene Expression Data”, International Conference on Computing and Control Engineering, ISBN 978-1-4675-2248-9, pp 1-6, 2012.
- P. Valarmathie and J.Jasmine Gabriel, “Imputation of Missing Value Analysis for Microarray Gene Expression Data”, International Conference on Cloud Computing and Services at Saveetha Engineering College, Chennai, pp 141-143, 2011.
- P. Valarmathie ,RM Suresh, and K. Dinakaran , “Model Based modified K-Means Clustering for Microarray Data”, International Conference on Information Management and Engineering, pp 271-273, IEEE Xplore, 2009.
- P. Valarmathie, R.M Suresh and K. Dinakaran, “Clustering Gene Expression Time Series Data Using K-Nearest Neighbor Algorithm”, International Conference on Intelligent Systems for Rural Development at Arunai Engineering College, Thiruvannamalai, Tamil Nadu, 2008.
- P.ValarmathieandK.Dinakaran, “An Efficient K-means Algorithm for Clustering Gene Expression Data”, Avinashilingam University, Coimbatore, 2007.
International Conferences (In Abroad)
- P. Valarmathie, “Improving the Quality of Online Education Through Virtual and Augmented Reality”, International Conference on Advances in Engineering Technology and Management, Feb 2019, Taylors University, Malaysia.
- P. Valarmathie, “Training Video Data for Semantic Content Extraction in Surveillance using Tensorflow”, International Conference on Advances in Engineering Technology and Management, Feb 2019, MDIS University, Singapore.
- P. Valarmathie,“Integration of Software Components With Moodle Platform For Efficient Virtual Learning”, International Conference on Advances in Engineering Technology and Management, Feb 2019, Taylors University, Malaysia.
Springer Conference
- P.Valarmathie and Akhil Nair R,"Design and Implementation of Waste Management Systems in Smart Cities Using Internet of Things", Lecture Notes in Networks and Systems ,Springer, 2017.
- P.Valarmathie,”Function Based Predictions of Protein Fold Recognition using Go- Term”,International Conference on Innovative Research in Engineering and Science (IRES-2017), June 2017.- To be published in Springer.
National Conference
- P.ValarmathieandK.Dinakaran, “An Agglomerative Hierarchical Clustering Algorithm for Gene Expression Data”, Bharathidasan College of Engineering and Technology, Trichy, 2006.
Books Authored
- Book chapter: “Computationally Detecting the Risk of Cardiovascular Diseases using Data Mining Techniques”, Intelligent Pervasive Computing Systems for Smarter Healthcare - (E-Health: Bio Sensors) - Wiley Publications, 2019.
- Advanced Data Structures and Algorithms, published byLakshmi Publications. September 2015, ISBN: 978-93-83103-50-8.
- Data Ware housing and Data Mining”, published by A.R.S. Publications, August 2015.
- Software Process and Project Management, published byLakshmi Publications. October 2015, ISBN: 978-93-83103-77-5.
Working Papers:
Agriculture Automation using AI , EDUBOT in Personalized Learning
Work in Progress:
Agriculture Automation using AI
Academic Experience:
- As Associate Dean-R&D and Professor & Head, Department of IT from 2019 to till date at Saveetha Engineering College, Chennai.
- As Professor and Head R&D from April 2011 to 2018 at Saveetha Engineering College, Department of CSE, Chennai.
- As Assistant Professor from July 2007 to March 2011 at Dr.M.G.R Educational and Research Institute, Department of CSE ,Chennai.
- As Assistant Professor from July 2003 to June 2007 at V.M.K.V. Engineering College, Department of CSE, Salem.
- As Lecturer from August 1998 to June 2003 at V.M.K.V. Engineering College, Department of CSE, Salem.
Guideship Details:
Recognized Supervisor in Anna University- Chennai.
No. of Research Scholars: 5 ( Full Time-1 & Part Time-4)
Recognized Supervisor in Karpagam University-Coimbatore.
Recognized Supervisor in Bharathiyar University-Coimbatore.
Recognized Supervisor in Saveetha University-Chennai.
No. of Research Scholars: 1
Total no. of projects guided: 45
Professional Development Activities:
- Completed IUCEE Online Teaching Course- 2020
- Artificial Intelligence from Google Developers
- Digital Marketing from Programmers Hub
- Python 3 from Google Developers
- 5 days FDP on Artificial Intelligence from AICTE
- Coursera Certification on Python Programming
- EMC Academic Associate on Data Science & Big data Analytics
Conferences/Seminars/Workshops Attended:
- ISTE & SRM Sponsored oneweek STTP on “Bigdata Analytics” at Easwari Engineering College, Chennai, 2014.
- Workshop on “Statistical Data Mining” at University of Madras, Chennai.
- Workshop on “Sequence Analysis and Molecular Simulation” at Anna University, Chennai.
- “DSP Tools for Research in Engineering and Technology” participated in ISTE sponsored National Workshop at VMKV Engineering College, Salem.
- Workshop on “Recent Trends in Network Security” at Vellore Institute of Technology, Vellore.
- Workshop on “Data mining, Data Warehousing and Biological Databases” at Dr.M.G.R Educational and Research Institute, Chennai.
- Participated in the International Conference on Signal & Image Processing at R.M.D Engineering College, Chennai, 2010.
Memberships:
- Life Member of Indian Society for Technical Education (ISTE)
- Member of International Association of Computer Science and Information Technology (IACSIT)
- Member of Computer Society of India (CSI)
