NANDHINI M. Professor
- Department of Computer Science
- School of Engineering & Technology
- mnandhini2005@yahoo.com
Academic Activity
Educational Qualification (UG,PG & Higher Order)
| S.No | Degree | Subject/Title of thesis | University/Board | Year of Passing |
|---|---|---|---|---|
| 1 | PhD | COMPUTER SCIENCE | BHARATHIAR UNIVERSITY | 2013 |
| 2 | MPhil | COMPUTER SCIENCE | ALAGAPPA UNIVERSITY | 2005 |
| 3 | UGC/NET | COMPUTER APPLICATION | UGC, | 1998 |
| 4 | MCA | COMPUTER APPLICATION | BHARATHIDASAN UNIVERSITY | 1997 |
| 5 | BSC | MATHEMATICS | BHARATHIDASAN UNIVERSITY | 1994 |
Area of Specializaion
Awards / Prizes Conferred
| S.No | Name / Title of the Award | Type | Name of the Agency conferred the Award | Year of the Award | Amount for Cash Award |
|---|---|---|---|---|---|
| 1 | Best Presenter Award | INTERNATIONAL | Int. Conf.on Emerging Smart Computing and Informatics (ICESCI 2020) | 2020 | -- |
| 2 | Best Paper Award | INTERNATIONAL | International Conference on Computer, Communication and Power Engineering (ICCCPE-2019) | 2019 | -- |
| 3 | PG -MCA - University Rank Holder | REGIONAL | Bharathidasan University, Trichirappalli | 1997 | -- |
| 4 | UG-MATHEMATICS- University Rank Holder | REGIONAL | Bharathidasan University, Trichirappalli | 1994 | - |
Teaching Experience
| S.No | Designation | Department/Centre | Institution |
|---|---|---|---|
| 1 | Assistant Professor (Stage -2) | Computer Science | Pondicherry University |
| 2 | Assistant Professor & Head | Computer Science | Tagore Arts College ,Govt.of Pondicherry |
| 3 | Lecturer & Head | Computer Science | Kongu College of Arts & Science, KARUR,TN |
| 4 | Lecturer | Computer Science | Jamal Mohd College, Trichy |
| 5 | Assistant Professor (Stage -3) | Computer Science | Pondicherry University |
| 6 | Associate Professor | Computer Science | Pondicherry University |
Research Experience
| S.No | Designation | Department/Centre | Institution | Area of Research |
|---|---|---|---|---|
| 1 | Assistant Professor | Computer Science | Tagore Arts College ,Govt.of Pondicherry | Data Mining |
| 2 | Associate Professor | Computer Science | Pondicherry University | Soft Computing- Evolutionary Algorithms, Combinatorial Optimization,Machine Learning and Deep Learning, Data Mining |
Industry Experience
| S.No | Designation | Company/Corporate | Nature of Work |
|---|
Contribution towards Innovation
| S.No | Name of the Work/Contribution | Specialization | Remarks |
|---|
Patent Details
| S.No | Title | Status | Patent Number | Year of Award | Type | Commercialized Status |
|---|---|---|---|---|---|---|
| 1 | Internet Of Things Constituted Consumer Centric Pharmaceutical Cold-Chain Management System and Preservation Methods Thereof | APPLIED | 202141001101 | 2021 | INTERNATIONAL | NO |
Papers Published in UGC Approved Journals
| S.No | Title | Name of the Authors as per the order in Paper | Journal Name | Volume, Issue & Page Nos. | Year | Impact Factor |
|---|---|---|---|---|---|---|
| 1 | An Analysis of the Internet of Things Security From Data Perceptio | RaviTeja Gaddam , M. Nandhin | International Journal of Computer Sciences and Engineering | Vol. 7. Issue. Feb, 2019,UGC, ICI) | 2019 | 3.022 |
| 2 | An Analysis of Providing Security for Cloud-Based IoT Applications: A Prototypical Approach | Raviteja Gaddum, M. Nandhini | International Journal of Research of Electronics and Computer Engineering | Vol. 7, Issue. 1, Mar, 2019. UGC(ICI) | 2019 | 5.185 |
| 3 | CBPLSA - An Effective Collaborative Filtering Algorithm for Distributed Data Mining on Electronic Health Records | S. Urmela, M. Nandhini | IIOAB Journal | Volume 9, Issue 3, Pp. 01-08,0976 3104(Thomson Reuters) | 2018 | 0.23 |
| 4 | Double-Blind Key-Attribute Based Encryption Algorithm for Personalized Privacy-Preserving of Distributed Data Mining | S. Urmela, M. Nandhini | International Journal of Applied Engineering Research (IJAER) | Volume 13, Issue 11, Pp. 10048-10057,Scopus Indexed | 2018 | 0.51 |
| 5 | A Neighbourhood Technique To Detect Anomlay in VANET Using History-Based Opportunistic Path Selection | Kanimozhi J, Nandhini. M | International Journal of Engineering Research and Development | Vol. 14, Issue 3, pp:29-36,e-ISSN: 2278-067X, p-ISSN: 2278-800X | 2018 | 4.61 |
| 6 | An analytical approach to enhance the intrusion detection in internet of things network | Raviteja Gaddam , M. Nandhini | International Journal Of Latest Trends In Engineering And Technology | Vol. 9, Issue 3, pp: 258-267 | 2018 | 4.490 |
| 7 | Experimenting pre-processing procedure using MRI images to predict Alzheimer’s Disease | Ieswaria. S, M. Nandhini, Sambath Kumar. P | International Journal of Engineering Research and Development | Vol.14, Issue 3, pp: .37-44,e-ISSN: 2278-067X, p-ISSN: 2278-800X | 2018 | 4.61 |
| 8 | Anomaly Detection of Traffic Monitoring in Wireless Sensor networks(WSN)- A Survey | Kanimozhi J, M. Nandhini | Int. Journal of Advanced Research in Computer Science | Vol. 8 , Issue. 8,UGC Approved | 2017 | 2.080 |
| 9 | Classification of Tools For Feature-Oriented Software Development: A Comprehensive Review | Kala, K.U, M. Nandhini | International Journal of Computer Sciences and Engineering | Volume-5 , Issue-10 , pp: 329-337,Scopus indexed | 2017 | 3.022 |
| 10 | Bagging and Distributed Association Rule Mining Techniques for Distributed Data Mining on Homogeneous Datasets | S. Urmela, M. Nandhini | Int. J of Advanced Research in Computer Science | Vol. 8, Issue. 1,ICI Indexed | 2017 | 0.80 |
| 11 | Approaches and Techniques of Distributed Data Mining : A Comprehensive Study | S. Urmela, M. Nandhini | Int. J of Engineering and Technology | Vol. 9, Issue. 1,Scopus/ ICI Indexed | 2017 | 0.21 |
| 12 | An efficient least congested distributed channel selection algorithm with associated and interfering stations in WLAN | Ashish Kumar, M.Nandhini | Int. J. of Advanced research in Computer Science | Vol.8, Issue.1,UGC Approved | 2017 | 0.80 |
| 13 | Transport safety in VANET by Detecting GPS Spoofing attack using Two Navigators | Rizwan uz zaman wani* and Dr M.Nandhini | Int. J. of Advanced research in Computer Science | Vol. 8, Issue 3,ISSN No. 0976-5697 | 2017 | 0.80 |
| 14 | Towards Buliding Smart Toll Tax Collection System using Bluetooth LE advertising | Mukhtar Ahmad Sofi, M.Nandhini | Int. J. of Advanced research in Computer Science | Vol.8, Issue.1, ISSN No. 0976-5697 | 2017 | 2.080 |
| 15 | Analysis of Various Intrusion Detection Systems with a Model for Improving Snort Performance | RaviTeja Gaddam , M. Nandhini | Indian Journal of Science and Technology | Vol 10, Issue.20, ISSN (Print) : 0974-6846 ISSN (Online) : 0974-564 | 2017 | 0.60 |
| 16 | A, Study on Optimization Techniques in Feature Selection for Medical Image Analysis | Mohan Allam, M. Nandhini | International Journal on Computer Science and Engineering | Vol. 9 Issue .3 Mar 2017 pp- 75-82,ISSN : 0975-3397 | 2017 | 2.15 |
| 17 | Diagnosing Alzhemers disease and Mild Cognitive impairment with modaliities : A survey | Ieswaria, M. Nandhini | International Journal of Latest Trends in Engineering and Technology | Vol.8. Issue (4-1), pp.104-111,UGC approved | 2017 | 4.490 |
| 18 | A comprehensive survey early detection of Alzheimers Diseaseusing different techniques and Approaches | Nandhini. M ,Sambath Kumar. P | International Journal of Computer Engineering & Technology | Vol. 8, Issue 4, pp. 31–44,UGC Approved | 2017 | 9.3590 |
| 19 | Multi-tasks Deep learning Model for classifying MRI images of AD/MCI Patients | Sambath Kumar. P , M. Nandhini | International Journal of Engineering and Technology | Vol. 9, No.3 ,SCOPUS | 2017 | 0.69 |
| 20 | Mobility prediction using movement, semantic and social data: a survey | Sridhar Raj , M. Nandhini | International Journal of Latest Trends in Engineering and Technology | Vol..8, Issue. (4-1), pp.14-19,eISSN:2278-621X | 2017 | 0.685 |
| 21 | A systematic Literature Survey on Feature Oriented Softwware Development Paradigm | Kala. K.U, M. Nandhini | International Journal of Engineering and Technology (IJET) | Vol. 9, Issue- 6, pp. 4213-4231,ISSN (Print) : 2319-8613 | 2017 | h index 24 |
| 22 | Clustered Collaborative Filtering Approach for distributed Data Mining on Electronic Health Records | M. Nandhini , S. Urmela | International Journal of Control Theory and Applications | Vol 9, issue 3, pp: 81-91,ISSN: 0974-5572, Scopus Indexed | 2016 | 0.21 |
| 23 | Adapting Egyptian Vulture Optimization Algorithm for Vehicle Routing Problem | Dilip Kumar, M. Nandhini | International Journal of Computer Science and Information Technologies | Vol. 7. Issue 3 ,pp:1199-1204,ISSN :0975-9646 | 2016 | 0.621 |
| 24 | Profile Similarity techniques for detection of Duplicate profiles in Online Social Network | M. Nandhini, Bikram Bikash Das | International Journal of Computer Science and Information Technologies | Vol. 7 (2) , pp:507-512,ISSN :0975-9646 | 2016 | 0.621 |
| 25 | Secured Sharing Of Medical Data On Hybrid Cloud Environment | M. Nandhini , K.A.Muthukumar | International Journal of Computer Science and Information Technologies | Vol. 7 (2) , pp:729-733,ISSN :0975-9646 | 2016 | 0.621 |
| 26 | Boosting and Meta-Learning Techniques for Distributed Data Mining on Electronic Medical Datasets | M. Nandhini , S. Urmela, Jerry. W. Sangma and Pranjal Saikia | International Journal of Computer Technology & Applications | Vol 7, issue 3, pp: 403-410,ISSN: 2229-6093, , ICI Indexed | 2016 | 4.080 |
| 27 | Diverse Adaptations of Hybrid Algorithm for Optimization | M. Nandhini | International Journal of Advanced and Innovative Research | Vol.4 Issue:3, pp: 464-467,ISSN: 2278-7844 | 2015 | 3.252 |
| 28 | Evaluation Of Mutation Strategy Performance In Memetic Algorithm | M. Nandhini, S.Kanmani | International Journal of Advanced Research in Computer and Communication Engineering | Vol. 3, Issue 6, pp:7297-7302, ISSN (Print) : 2319-5940 | 2014 | 1.5024 |
| 29 | A Defensive Appraisal for Code Plagiarism | P. Radhakrishnan., S.Kanmani, M.Nandhini | International Journal of Applied Engineering Research | Vol. 10 No.1 (2015) pp. 593-597, Scopus, ANNA UNIVERSITY ANNEXURE-1 | 2014 | 0.51 |
| 30 | Benefit of Teaching Software Engineering Using Extreme Programming | P. Radhakrishnan., S.Kanmani, M.Nandhini | International Journal of Applied Engineering Research | Vol. 10 No.1 (2015) pp. 586-592,ISSN 0973-4562,Scopus, ANNA UNIVERSITY ANNEXURE-1 | 2014 | 0.51 |
| 31 | Multiobjective Combinatorial Problems Optimization Using Metaheuristics Algorithms: Literature Survey with the Case Study of Course Timetabling and Mu | M. Nandhini, S. Kanmani | Asian Journal of Computer Science and Information Technology | Vol.2, No.11, pp.316-322,IC: 5.09, ISSN: 2249-5126 | 2013 | 0.24 |
| 32 | Visual Enhancement of Under Water Image, International Index Journal | M. Nandhini, Avinash Anand | Global Research Analysis | Vol.2, Issue.6, pp.39-41, IF. 0.2714, ISSN: 2277 -8160. | 2013 | 4.326 |
| 33 | A Hybrid of genetic algorithm and simulated annealing for optimizing multi job shop scheduling | M. Nandhini, S.Kanmani, M.Thariga | Elixir Comp. Sci. & Engg | Vol.48 , pp.9280-9285,ICV :5.09, ISSN: 2229-712x | 2012 | 6.865 |
| 34 | Metamorphic Bio-Inspired Model for Optimizing Soft Constrained Combinatorial Problems | M. Nandhini, S. Kanmani | Asian Journal of Computer Science and Information Technology | Vol.2, No.11, pp.311-315,IC: 5.09, ISSN: 2249-5126 | 2012 | 6.315 |
Papers Published in Non UGC Approved Peer Reviewed Journals
| S.No | Title | Name of the Authors as per the order in Paper | Journal Name | Volume, Issue & Page Nos. | Year | Impact Factor |
|---|---|---|---|---|---|---|
| 1 | Optimal feature selection using binary teaching learning based optimization algorithm | Mohan Allam, M. Nandhini | ScienceDirect :Journal of King Saud University - Computer and Information Sciences | SCIE, Scopus, Web of Science,Vol.34(2), Pages 329-341, February | 2022 | 13.4873 |
| 2 | Deep Learning Model of Sequential Image Classifier for Crop Disease Detection in Plantain Tree Cultivation” | M. Nandhini, M. Thangadarshini, K. U. Kala, and S. Madhusudhana Verma | Elsevier: Computers and Electronics in Agriculture , | Accepted: SCIE, Web of Science, ScienceDirectand Scopus Indexed | 2022 | 7.27 |
| 3 | Applicability of Deep Learning Techniques for Crop Protection In Plantain Tree Cultivation | M. Nandhini, M. Thangadarshini, K. U. Kala, and S. Madhusudhana Verma | Indian Journal of Computer Science and Engineering, | SCOPUS 12(1), pp. 1-8, Jan-Feb. | 2021 | 0.19 |
| 4 | Ensemble Human Movement Sequence Prediction Model with Apriori based Probability Tree Classifier (APTC) and Bagged J48 on Machine Learning | Sridhar Raj , M. Nandhini | Journal of King Saud University - Computer and Information Sciences | SCIE ,ScienceDirect , Elsevier, SCOPUS, Web of Science Vol.33(4), Pages 408-416, May . | 2021 | 13.4873 |
| 5 | Wrapper based Feature Selection using Integrative Teaching Learning Based Optimization Algorithm | Mohan Allam, M. Nandhini | (IJAIT) The International Arab Journal of Information technology (IJAIT) | SCI, Elsevier, SCOPUS indexed,Vol. 17(6), pp: 885-894, November | 2020 | 0.742, |
| 6 | Gated Recurrent Unit Architecture for Context Aware Recommendations with Improved Similarity Measures | Kala. K.U, M. Nandhini | KSII Transactions on Internet and Information Systems(TIIS) | SCIE and SCOPUS (Elsevier) , vol 14 , 2 pp: 538-561 | 2020 | 0.858 |
| 7 | Entropy Slicing Extraction and Transfer Learning Classification for Early Diagnosis of Alzheimer Diseases with sMRI | SambathKumar. P, M.Nandhini | ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)’. | SCIE ,Elsevier, SCOPUS,Vol.17(2), pp:1-22, SCIE , Elsevier, SCOPUS | 2020 | 3.144 |
| 8 | A framework for distributed data mining heterogeneous classifie | S. Urmela, M. Nandhini | ELSEVIER :Computer Communications: | SCIE, ScienceDirect, Elsevier, Web of Science Vol.147, November 2019, Pages 58-75 , | 2019 | 3.167 |
| 9 | Context-Category Specific Sequence Aware Point-Of-Interest Recommender System with Multi-Gated Recurrent Unit | Kala. K.U, M. Nandhini | SPRINGER : Journal of Ambient Intelligence and Humanized Computing | SCIE INDEXED ISBN : 1868-5137, https://doi.org/10.1007/s12652-019-01583-w | 2019 | 7.104 |
| 10 | DBKE-3NC A Distributed Nearest-Neighbour Normalization algorithm for Distributed Data Mining under privacy constraints | S. Urmela, M. Nandhini | IIOAB Journal | ESCI Vol.10(1), ISSN: 0976-3104 | 2019 | 0.131 |
| 11 | Feature Optimization using Teaching Learning Based Optimization for Breast Disease Diagnosis | A. Mohan, M. Nandhini | international journal of recent Technology and Engineering | SCOPUS INDEXED ,vol 7(4),78-85 ISSN 2277-3878 | 2018 | 0.107 |
| 12 | Applicability of Deep Learning Techniques in Recommender System | Kala. K.U, M. Nandhini | IIOAB | ESCI Vol.10, Issue. 1, DeC pp. 11-20,, ISSN: 0976-3104 | 2018 | 0.131 |
| 13 | CBPLSA - An Effective Collaborative Filtering Algorithm for Distributed Data Mining on Electronic Health Records | S. Urmela, M. Nandhini | IIOAB Journal | ESCI Indexed, (Thomson Reuters),Volume 9, Issue 3, 2018, Pp. 01-08. 0976 3104,( | 2018 | 0.131 |
| 14 | Pair Programming: A Teaching and Learning Tool for Defending Student’s Mental Energy | P. Radhakrishnan ., S. Kanmani, M. Nandhini | (IJAIT) International Arab Journal of Information and Technology | SCI, Elsevier, SCOPUS indexed.Vol.14 (2), 152-158ISSN-1683-3198 | 2017 | 0.742 |
| 15 | Xsoft: A Generic Software Teaching and Learning Model | P. Radhakrishnan., s. Kanmani, M. Nandhini | WILEY- Computer Applications in Engineering Education,SCI, Elsevier, SCOPUS indexed | SCIE, SCOPUS, Vol.23, Issue.3, pp. 432- 442 | 2014 | 0.856 |
| 16 | Design Of GAmut-LSsahc: A Solver for Course Timetabling Problem | M. Nandhini, S.Kanman | INDERSCIENCE : Int. J. Mathematics in Operational Research | SCOPUS Indexed Scopus (Elsevier) , Vol:3(6),595-618 | 2011 | 0.67 |
Papers Published in Conference Proceedings
| S.No | Title | Name of the Authors as per the order in Paper | Details of Conference Publication | Page Nos. | Year |
|---|---|---|---|---|---|
| 1 | Novel Feature Selection using Genetic Algorithm and Regularized Neighbourhood Component Analysis to Diagnose the Breast Cancer | A. Mohan, M. Nandhini | International Conference on Emerging Smart Computing and Informatics (ICESCI 2020), 0374 - 8588 | 40-49 | 2020 |
| 2 | Deep Alzheimer`s disease classification using convolutional neural network and support vector machines | S.Sambath Kumar, M. Nandhini | International Conference on Emerging Smart Computing and Informatics (ICESCI 2020), 0374 - 8588 | 71 - 79 | 2020 |
| 3 | Time Aware Attention-based Bidirectional Gated Recurrent Unit Architecture for Sequence Aware Recommender Systems | K.U. Kala and M. Nandhini | Proceedings of the International Conference on Emerging Smart Computing and Informatics (ICESCI 2020 | 10-16 | 2020 |
| 4 | Experimental Study on the Techniques for Conjoining Contextual Features in Sequence-Aware Recommender System | K.U. Kala and M. Nandhini | Proceedings of theInternational Conference on Computational Sciences (ICCS 2019) | 147-155 | 2019 |
| 5 | Hybrid Feature Selection using Binary Teaching Learning Based Optimization and Regularized Neighbourhood Component Analysis Algorithms | A. Mohan, M. Nandhini | International Conference on Computer Communication Power Engineering | I3CPE19135 | 2019 |
| 6 | An Efficient Intrusion Detection System for IoT Network Using Pattern Matching Algorithms | Raviteja Gaddam , M Nandhini | International Conference on Computer Communication Power Engineering | I3CPE19127 | 2019 |
| 7 | Modified Alexnet architecture for detection and classification of Alzheimer’s disease using MRI images | S.Sambath Kumar, M. Nandhini | International Conference on Computer Communication Power Engineering | I3CPE19128 | 2019 |
| 8 | Perspective Analysis of DDM Classifier Framework – ENORMA | S.Urmela, M. Nandhini | International Conference on Computer Communication Power Engineering | I3CPE19124 | 2019 |
| 9 | The Design & Evaluation of Efficient Intrusion Detection Framework for Hybrid Network | RaviTeja Gaddam , M. Nandhin | International Conference on Computer Communication Power Engineering | I3CPE19149 | 2019 |
| 10 | CNN based pipeline to recognize deep Alzhimer`s disease classification using sMRI data | S.Sambath Kumar, M. Nandhini | International Conference on Recent trends in electronics, computing and communication engineering (ICRTECC - 19) | 978 - 81 - 9404 | 2019 |
| 11 | Identification of AD/MCI Using sMRICorticalThickness Features | S.Sambath Kumar, M. Nandhini | International Conference on Research Advancements in Applied Engineering Sciences, Computer and Communication Technologies (ICRAAESCCT – 2018, 978 - 81 -937041 - 9 - 6 | 267-275 | 2018 |
| 12 | Collective Dendrogram Clustering with Collaborative Filtering for Distributed Data Mining on Electronic Health Records | S.Urmela, S., & M. Nandhini, | International Conference on Electrical, Computer and Communication Technologies (ICECCT 17, IEEEEXPLORE | 978-1-5090-3239 | 2017 |
| 13 | Prospective Backward Oracle Matching Algorithm for Network Intrusion Detection System | RaviTeja Gaddam , M. Nandhin | IEEE International Conference On Recent Trends In Electronics Information Communication Technology | ISBN: 978-1-509 | 2017 |
| 14 | An Analysis of Various Snort Based Techniques to Detect and Prevent Intrusions in Networks- Proposal with Code Refactoring Snort Tool in Kali Linux En | RaviTeja Gaddam , M. Nandhini | International Conference on Inventive Communication and Computational Technologies (ICICCT 2017), | ISBN: 978-1-509 | 2017 |
| 15 | Clustered Collaborative Filtering Approach for Distributed Data Mining on Electronic Health Records | M. Nandhini, S.Urmela | International Conference On Distributed Intelligent Computing (ICDIC16), | 207-218 | 2016 |
| 16 | Modified Secret Sharing Algorithm For Secured Medical Data Sharing in Cloud Environment | M. Nandhini, K.A.Muthukumar | Int. Conference on Science, Technology, Engineering and Management | 67-71 | 2016 |
| 17 | Appraisal of Homogeneous Techniques in DDM- Classifier Approach | S.Urmela, M. Nandhini | IInternational Conference on Informatics and Analytics , ACM INDEXED | 11-19 | 2016 |
| 18 | An Assessment and Methodology for fraud detection in Online Social Network | M. Nandhini, Bikram Bikash Das | Int. Conference on Science, Technology, Engineering and Management, IEEE DIGITAL | 104-108 | 2016 |
| 19 | PSO with Constrained Heuristics for Optimizing TSP | M. Nandhini | National Conference on Big Data and Computing | 56-60 | 2014 |
| 20 | Vehicle-To-Vehicle(V2V) and Vehicle-To-Roadside(V2R) Collision Warning System with GPS Based Control | M. Nandhini, M.Sathiamoorthy | International Conference on Recent Trends in Computer Science and Engineering (ICRTCSE 2012) | ISBN 978-81-908 | 2012 |
| 21 | Top K Ranking of Spatial data for Selected Location based on Quality of Features | M. Nandhini, V.Meenatchi, G.P.Ramesh Kumar, | International Conference on Recent Trends in Computer Science and Engineering (ICRTCSE 2012 | , ISBN 978-81-9 | 2012 |
| 22 | Nature-inspired Metaheuristic Algorithm for Combinatorial Problem Optimization with Multi objectives | M. Nandhini, P.Shanthi Bala, M.Thariga | International Conference on Emerging Trends in Communication(ICETEC -2012) | 198-202 | 2012 |
| 23 | Visualization and reasoning of ontology for network” | M. Nandhini, P.Shanthi Bala | International Conference on Emerging Trends in Communication (ICETEC -2012) | 278-285 | 2012 |
| 24 | Lineament Based Watermarking Algorithm by Adopting Arnold Transform | K. Vaishnavi, G. P. Ramesh Kumar, M. Nandhini, | International Conference on Recent Trends in Computer Science and Engineering (ICRTCSE 2012) | ISBN 978-81-908 | 2012 |
Books
| S.No | Title of the Book | Name of the Authors as per the order in Book | Publisher | Year | ISBN No. |
|---|---|---|---|---|---|
| 1 | Deep Learning Model for categorical Context Adaptation in Sequence Aware Recommender Systems | K. U. Kala and M. Nandhini | InSc International Publishers | 2021 | ISBN : 978-1-956102-44-4 |
| 2 | Enhanced GA & LS for Optimizing Soft Constrained Combinatorial Problems | M. Nandhini, S. Kanmani | M. Nandhini, S. Kanmani | 2014 | ISBN 978-3-639-71081-6 |
| 3 | Programming Languages: Principles and Practices | M.Nandhini, S.Vijayalakshmi | M.Nandhini, S.Vijayalakshmi | 2010 | ISBN :978-81-910179-3-9 |
| 4 | Visual C++ Novice Users | S.Vijayalakshmi, M.Nandhini | S.Vijayalakshmi, M.Nandhini | 2010 | ISBN: 978-81-910179-2-2 |
Chapters in Books
| S.No | Title of the Chapters | Name of the Authors | Title of the Book | Publisher | Year | ISBN No. |
|---|---|---|---|---|---|---|
| 1 | Deep Learning Techniques for Crop Nutrient Deficiency Detection – A Comprehensive Survey | K. U. Kala, M. Nandhini, , M.N Kishore Chakkravarthi, M. Thangadarshini and S. Madhusudhana Verma, | Lecture Notes in Electrical Engineering (Scopus Indexed), (CIEMA) – 2022 | Springer book series. | 2022 | March 2022 |
| 2 | Real time Boron and Potassium Deficiency Detection in Plantain Trees Using Deep Convolutional Neural Networks | K. U. Kala, M. Nandhini, , M.N Kishore Chakkravarthi, M. Thangadarshini and S. Madhusudhana Verma, | Lecture Notes in Electrical Engineering (Scopus Indexed), (CIEMA) – 2022 | Springer book series. | 2022 | March 2022 |
| 3 | Hybrid Feature Selection using Genetic Algorithm and Regularized Neighbourhood Component Analysis | Mohan Allam, M. Nandhini | Studies in Fuzziness and Soft Computing, | Springer book series. | 2021 | 2021 |
| 4 | Optimization of Machine Learning Models for Early Diagnosis of Autism Spectrum Disorder | Mohan Allam, M. Nandhini | timization of Machine Learning Models for Early Diagnosis of Autism Spectrum Disorder”, | IGI Global Publisher, Chapter 9, | 2021 | ISBN: 9781799874607 |
| 5 | CAD system for Alzheimer’s disease using SVM Technique’s with different set of features | S.Sambath Kumar and M.Nandhini, | Springer -Advances in intelligent Systems and Computing | Springer | 2021 | ISSN:2194-5357 |
| 6 | Automated classification of Alzheimer’s disease using MRI and Transfer Learning | S.Sambath Kumar and M.Nandhini, | Lecture Notes on Data Engineering and Communications Technologies | Springer book series. | 2021 | ISSN:2367-4512, 2021 |
| 7 | Two-Way Sequence Modeling for Context-Aware Recommender Systems with Multiple Interactive Bidirectional Gated Recurrent Unit | K. U. Kala and M. Nandhini | International Conference on Communication, Computing and Electronics Systems, Lecture Notes in Electrical Engineering 637, | Lecture Notes in Electrical Engineering book series (LNEE, volume 637),Springer Nature Singapore Pte Ltd. 2020 | 2020 | 978-981-15-2611-4 |
| 8 | Chapter 5: Double-Blind Key-Attribute Based Encryption Algorithm for Personalized Privacy-Preserving of Distributed Data Mining | S.Urmela, M.Nandhini | IAdvanced Engineering Research and Applications (AERA), p. 37-57, 2019. | Research India Publications, | 2019 | ISBN:978-93-87374-32-4. |
Edited Books
| S.No | Title of the Book | Name of the Authors as per the order in Book | Publisher | Year | ISBN No. |
|---|
Ongoing Projects
| S.No | Title of the Project | Sponsored By | Period | Sanctioned Amount(Rs. Lakh) | Year |
|---|---|---|---|---|---|
| 1 | Smartphone -Imaging App for measuring Fluoride and drinking water quality standards using S-Net deep learning algorithm to avoid thyroid problems | DST-SERB SUPRA | 3yrs Accepted for Evaluat | Rs. 53,14,560 | 2022 |
| 2 | Deep Learning Model for Analyzing Time Series Images of Plantain Trees in Tamil Nadu and Andhra Pradesh for the Detection and Prediction of Diseases / Weeds / Pests | SERB | 3 YEARS | Rs. 2472008/- | 2020 |
Ongoing Consultancy Works
| S.No | Title of the Consultancy Work | Sponsored By | Period | Sanctioned Amount(Rs. Lakh) | Year |
|---|
Completed Projects
| S.No | Title of the Project | Sponsored By | Period | Sanctioned Amount(Rs. Lakh) | Year |
|---|
Completed Consultancy Works
| S.No | Title of the Consultancy Work | Sponsored By | Period | Sanctioned Amount(Rs. Lakh) | Year |
|---|
Career Guidance Offered to students
| S.No | Name of the Scheme | No. of Students | Competitive Examinations/ Career Counseling | No. of Students Passed | No. of Students Placed |
|---|
List of capability enhancement such as Soft skill development, Remedial coaching, Language lab,
Bridge courses, Yoga, Meditation, Personal Counselling and Mentoring etc.,
| S.No | Name of the Programme/Scheme | Date of Implementation | No. of Students Enrolled | Agencies Involved |
|---|
Research Guidance - PG
| S.No | Year | Degree | No. of Students Awarded | Department/Centre |
|---|---|---|---|---|
| 1 | 2021 | MCA | 4 | Computer Science |
| 2 | 2021 | M.SC | 4 | Computer Science |
| 3 | 2020 | MCA | 3 | Computer Science |
| 4 | 2020 | M.TECH | 2 | Computer Science & Engn |
| 5 | 2020 | M.SC | 4 | Computer Science |
| 6 | 2019 | MCA | 3 | Computer Science |
| 7 | 2019 | M.TECH | 3 | Computer Science & Engn |
| 8 | 2019 | M.SC | 3 | Computer Science |
| 9 | 2018 | M.SC | 4 | Computer Science |
| 10 | 2018 | MCA | 5 | Computer Science |
| 11 | 2018 | M.TECH | 3 | Computer Science & Engn |
| 12 | 2017 | M.TECH | 4 | Computer Science & Engn |
| 13 | 2016 | M.TECH | 3 | Computer Science & Engn |
| 14 | 2016 | M.SC | 4 | Computer Science |
| 15 | 2015 | MCA | 6 | Computer Science |
| 16 | 2015 | M.SC | 4 | Computer Science |
| 17 | 2014 | M.SC | 5 | Computer Science |
| 18 | 2014 | MCA | 4 | Computer Science |
| 19 | 2013 | M.SC | 4 | Computer Science |
| 20 | 2013 | MCA | 5 | Computer Science |
| 21 | 2012 | M.SC | 8 | Computer Science |
Research Guidance - Ph.D
| S.No | Student Name | Registration Date | Registration No. | Thesis Title | Thesis Submitted Status | Thesis Submitted Date | Vivavoce Completed Status | Date Awarded |
|---|---|---|---|---|---|---|---|---|
| 1 | SAMBATH KUMAR S | 21/11/2016 | 1600106007 | Modelling CNN for Predictive Analysis of AD-MRI Images | YES | MARCH 2021 | NO | |
| 2 | GUGULOTHU SANKAR | 15/02/2021 | 2000106004 | PURSUING | NO | NO | ||
| 3 | ASWATHI MOHAN | 15/02/2021 | PURSUING | NO | NO | |||
| 4 | SRINIVAS BOOSARAPU | JANUARY 2022 | PURSUING | NO | NO | |||
| 5 | URMELA S | 15/11/2015 | 1500106009 | ENORMA- An Effective Privacy Preserving Heterogeneous Classifier Framework for Distributed Data Mining | YES | JUNE 2019 | YES | NOV 2019 |
| 6 | KALA K U | 23/11/2016 | 1600106003 | Categorical Context Adaptation Model for Sequence-Aware Recommender Systems | YES | AUGUST 2020 | YES | APRIL 2021 |
| 7 | MOHAN ALLAM | 25/11/2016 | 1600106004 | Meta Optimized Feature Selection Model with Binary Teaching Learning Based Optimization | YES | JANUARY 2021 | YES | OCTOBER 2021 |
Research Guidance - Post Doctoral
| S.No | Scholar Name | Designation | Funding Agency | Fellowship Title | Year of Joining | Year of Completion |
|---|
Financial assistance availed to attend conferences / workshops and to pay membership fee
of professional bodies during the year
| S.No | Conference/ workshop attended for which financial support provided | Professional body for which membership fee is provided | Amount of Support | Place | From Date | To Date | Year |
|---|
E-Lecture Details
| S.No | E-Lecture Title | Development of e-content/e-learning/delivering | Member of Editorial Bodies | Reviewer/Referee of | |||
|---|---|---|---|---|---|---|---|
| Content/Module Title | Institution/Platform | Year | Weblink | ||||
Details of Online Education Conducted
| S.No | Nature of Online Course | No. of Sessions | Target Group | Date |
|---|
Invited Talks in Conference/Seminar/Workshop/Training Programme
| S.No | Title of the Paper | Conferences/Seminar/Workshop/Training Programme | Organized by | Whether International / National / State / Regional / College or University Level | From | To | Year |
|---|---|---|---|---|---|---|---|
| 1 | Research Challenges in Big Data Analytics | National Conference ON Computing and Communication Technologies | Jamal Mohd. College, Trichirappalli, Tamilnadu | National | 20-02-2018 | 20-02-2018 | 2018 |
| 2 | Applications of Big Data Analytics | National Conference ON IoT & Applications of Big data Analytics | KR Govt. Arts College for Women, Namakkal, Tamilnadu | National | 06-10-2017 | 06-10-2017 | 2017 |
| 3 | Big Data & Its Challenges | International Conference Recent Trends in Computer Applications | Thiruvalluvar University Model Constituent College of Arts & Science, Thittakudi, Tamilnadu | International | 21-09-2017 | 21-09-2017 | 2017 |
| 4 | Big data Analysis | One-Day National Level Seminar on IOT CHALLENGES 2017 | Morapur Kongu College of Arts & Science, Morapur, Salem, TN | National | 16-03-2017 | 16-03-2017 | 2017 |
| 5 | IOT Challenges | One-Day National Level Seminar on IOT CHALLENGES 2017 | Morapur Kongu College of Arts & Science, Morapur, Salem, TN | National | 16-03-2017 | 16-03-2017 | 2017 |
| 6 | Big Data with IOT | National Conference on Innovative Trends in national Conference | Annai Women’s College (Arts & Science),Karur | National | 23-02-2017 | 23-02-2017 | 2017 |
| 7 | The Internet of Things | National Level Technical Symposium | Joseph Arts & Science College, Thirunavalur, Villupuram | National | 29-02-2016 | 29-02-2016 | 2016 |
| 8 | Natured Inspired Programming | National Level Technical Symposium | Joseph Arts & Science College, Thirunavalur, Villupuram | National | 29-02-2016 | 29-02-2016 | 2016 |
| 9 | Exploring Experimental Research Results | National Seminar | St Josephs College of Arts and Science, Cuddalore | National | 28-03-2016 | 28-03-2016 | 2016 |
| 10 | Optimization with EVOA | National Conference | Joseph Arts & Science College, Thirunavalur, Villupuram | National | 24-09-2016 | 24-09-2016 | 2016 |
| 11 | Data Mining for Internet of Things | 2 days National level Conference on Data Mining and Image processing in Modern World | Adhiyaman College of Arts & Science for Women, Uthangarai, Krishnagiri | National | 30-09-2016 | 01-10-2016 | 2016 |
| 12 | Problem Solving With Intelligence | One Day National Conference on Recent Trends in Data Mining & Soft Computing | Kongu College of Arts & Science, Karur | National | 26-02-2015 | 26-02-2015 | 2015 |
| 13 | Role of Computers in Primary Education | Awareness of Computers for Primary School Teachers | School Education , Centenary Buliding, Govt. of Puducherry | State | 25-06-2015 | 25-06-2015 | 2015 |
| 14 | Population based Meta heristics Methods and Their Applications | 2 days National Conference on Advanced Computing and Communications | Sri Akilandeswari Womens College, Wandivas | National | 09-09-2015 | 10-09-2015 | 2015 |
| 15 | Solving Combinatorial problems through search | 2 days National Conference on Advanced Computing and Communications | Sri Akilandeswari Womens College, Wandivas | National | 09-09-2015 | 10-09-2015 | 2015 |
| 16 | Knowledge Web on Memetic Computation | One Week National Workshop on Advanced Trends in Optimization Methods and Their Appplications | Dept. of Computer Science Pondichery University | National | 11-09-2014 | 11-09-2014 | 2014 |
| 17 | Recent Trends in Information Technology- Global Optimization | National Conference on Recent Trends in IT | Vidhya Sagar Women’s College, Chennai | National | 25-01-2014 | 25-01-2014 | 2014 |
| 18 | Research Perspectives on Optimization Techniques | National Seminar on Core Competency in Computing | JSS College of Arts, Commerce & Science, MYSORE | National | 22-02-2013 | 23-02-2013 | 2013 |
| 19 | Artificial Intelligence | One day Seminar | Theivanai Ammal Womens College, Vilupuram | National | 30-10-2013 | 30-10-2013 | 2013 |
| 20 | Meta Heuristic Based Search | TEQIP Sponsored One week FDP on Intelligent System Design and Applications | Pondicherry Engineering College, Puducherry | National | 29-11-2012 | 29-11-2012 | 2012 |
Conferences/Seminars Organized
| S.No | Title of the Programme | Sponsors | Venue & Duration | Whether International / National / State / Regional / College or University Level | From | To | Year |
|---|
Workshop Organized
| S.No | Title of the Programme | Sponsors | Venue & Duration | Whether International / National / State / Regional / College or University Level | From | To | Year |
|---|---|---|---|---|---|---|---|
| 1 | NATIONAL LEVEL WORKSHOP onDEEP LEARNING FOR IMAGE PROCESSING APPLICATIONS | DST-SERB | DEPT. OF COMPUTER SCIENCE, PU | NATIONAL | 28/01/2021 | 29/01/2021 | 2021 |
| 2 | National Workshop on Advanced Trends in Optimization Methods and Their Applications | Pondicherry University | Dept. of Computer Science, PU & 1 week | National | 08/09/2014 | 12/09/2014 | 2014 |
| 3 | National Workshop on Network Tools and Open Source | Pondicherry University | Dept. of Management Studies, Pu & 6 Day | National | 17/12/2012 | 22/12/2012 | 2012 |
Administrative Responsibilities in the Government and Quasi Government Agencies
| S.No | Name of the Position | Agency/Organisation | Duration | Nature of Duties |
|---|
Affiliation in Academic Bodies/Societies
| S.No | Name of the Body/Society | Nature of Affiliation | Year |
|---|---|---|---|
| 1 | UG Board of Studies | University of Madras, External Member | 2022 |
| 2 | UG Computer Science Board of Studies | Thiruvaluvar University External Member | 2020 |
| 3 | Board of Studies of the School of Computer Sciences | Nominated Member, Tamilnadu Open University | 2020 |
| 4 | UG Computer Science Board of Studies | Thiruvaluvar University External Member | 2019 |
| 5 | PhD- Doctoral Committee | Pondicherry University - External & Internal member | 2017 |
| 6 | UG- Board of Studies- Computer Sciences | Affiliated Colleges of Pondicherry University | 2017 |
Participation & Extension Activities (Academic/Administraion)
| S.No | Name of the Position (Head, Dean, Co-ordinator, Director, etc.,) | Duration | Nature of Dutites |
|---|---|---|---|
| 1 | MTech - CSE & NIS - Course Co-Ordinator | for 2019-20 and 2020-2021 | Delegating tasks & Managing the Departmental activities |
| 2 | Workshop -Co-ordinator | 17/12/2012 to 22/12/2012 | Scheduling & Delegating Tasks |
| 3 | WorkShop Co-ordinator | 08/09/2014 to 12/09/2014 | Scheduling & Delegating Tasks |
| 4 | Admission Committee-Member | Every Year from 2009, MSc/MCA/MTECH / MSc (In | Admission Process |
| 5 | PhD Doctoral Comittee Member | From2015, for Scholars from PU(CS&EDN) & PEC(EEE&C | Mentoring |
| 6 | Faculty Advisor | From 2009 onwards MCA/MSC/MSC(Int)/MTECH | Mentoring |
Participation & Extension Activities (Co-Curricular)
| S.No | Name of the Position (NSS, NCC, Warden etc.,) | Duration | Nature of Dutites |
|---|
Collaboration with Institution/Industry
| S.No | Collaborator Name | Designation | Institution/Industry | Type | Nature of Collaboration | Period of Collaboration | Visits to Collaborating Institution / Industry |
Details of Collaborative Research/Teaching | ||
|---|---|---|---|---|---|---|---|---|---|---|
| From Date | To Date | From Date | To Date | |||||||
Faculty Development Programme Attended (Orientation, Refresher, other Short Term Course during the year)
| S.No | Title of the FDP | Organiser | Venue | Duration | From Date | To Date | Year |
|---|---|---|---|---|---|---|---|
| 1 | Short Term Course.on Recent Trends in Soft Computing (RTSC) | Dept. of Comp. Sci and Engn, PEC | Dept. of Comp. Sci and Engn, PEC | One Week 05/12/2016 to 09/12/2016 | 05/12/2016 | 09/12/2016 | 2016 |
| 2 | Short Term Course. on Automata Theory and Compiler Design | Dept. of Comp. Sci and Engn, PEC | CSE, Pondicherry Engineering college | One Week 23 – 27 February 2015 | 23/02/2015 | 27/02/2015 | 2015 |
| 3 | FDP on Recent Trends in Digital Image Processing | Dept. Of Computer Science, PU | Dept. Of Computer Science, PU | One Week 18.08.2015 to 22.08.2015 | 18/08/2015 | 22/08/2015 | 2015 |
| 4 | 5 Day workshop on Roadmap towards 5G Wireless Infrastructure | Department of Electronics Engineering , Pondicherry University | Department of Electronics Engineering , Pondicherry University | One Week 2.11.2015 to 6.11.2015 | 2/11/2015 | 6/11/2015 | 2015 |
| 5 | Statistical Computing in Life Sciences | Centre of Excellence in Bioinformatics, Pondicherry University | Pondicherry University | One week Feb 27th - March 4th , 2012 | 27/02/2012 | 04/03/2012 | 2012 |
Details of Executive Development Prog/Management Development Prog. conducted
| S.No | Name of the Programme | No. of Participants | Venue | Duration | From Date | To Date | Year | Revenue Generated |
|---|
Participation in IMPESS, IMPRINT, SPARC, STARS, LEAP Programme etc and DSF Funding Programme
| S.No | IMPRESS/IMPRINT/SPARC/STARS/LEAP/Others | Place | From Date | To Date | Year |
|---|
Enrolment under ARPIT Programme
| S.No | Name of the Programme | Period of the Programme | |
|---|---|---|---|
| From Date | To Date | ||