Faculty Publications

Dr.P.Chitra, Professor & Head – CA & CSBS

Publications

Journals

G Selva Jeba, P Chitra," River flood prediction through flow level modeling using multi-attention encoder-decoder-based TCN with filter-wrapper feature selection", Earth Science Informatics, Springer Berlin Heidelberg, August 2024

G Selva Jeba, P Chitra, "Flood prediction through hydrological modeling of rainfall using Conv1D-SBiGRU algorithm and RDI estimation: A hybrid approach", Stochastic Environmental Research and Risk Assessment, Springer, July 2024

S Abirami, M Pethuraj, M Uthayakumar, P Chitra, "A systematic survey on big data and artificial intelligence algorithms for intelligent transportation system",Case Studies on Transport Policy, Elsevier, June 2024

S Abirami, P Chitra, "Probabilistic air quality forecasting using deep learning spatial–temporal neural network", GeoInformatica, Springer US, March 2023

S Sriram, P Chitra, V Vijay Sankar, S Abirami, SJ Rethina Durai, "Low-loss data compression using deep learning framework with attention-based autoencoder",International Journal of Computational Science and Engineering,Inderscience Publishers, 2023, Vol.26, Issue 1,pp.90-100

S Sriram, Arun K Dwivedi, P Chitra, V Vijay Sankar, S Abirami, SJ Durai, Divya Pandey, Manoj K Khare, "DeepComp: A Hybrid Framework for Data Compression Using Attention Coupled Autoencoder", Arabian Journal for Science and Engineering, Springer Berlin Heidelberg, Feb 2022

S Abirami, P Chitra, "Regional spatio-temporal forecasting of particulate matter using autoencoder based generative adversarial network", Stochastic Environmental Research and Risk Assessment, Springer Berlin Heidelberg, Jan2022

A Krishna Kanth, P Chitra, G Gayathri Sowmya, "Deep learning-based assessment of flood severity using social media streams", Stochastic Environmental Research and Risk Assessment, Springer Berlin Heidelberg, Jan2022

Sivagami Sivasundaram, Chitra P, "Performance analysis of classification and segmentation of cysts in panoramic dental images using convolutional neural network architecture",International Journal of Imaging Systems and Technology,John Wiley & Sons, Inc.,July2021

B Rasina Begum, P Chitra, "SEEDDUP: a three-tier SEcurE data DedUPlication architecture-based storage and retrieval for cross-domains over cloud",IETE Journal of Research,Taylor & Francis, pp.1-18, 2021

S Abirami, P Chitra ,"Regional air quality forecasting using spatiotemporal deep learning", Journal of Cleaner Production, Elsevier publishers, Volume 283, February 2021

Optimal Query Anatomization for Distributed Cloud Server Applications, Journal of Computational and Theoretical Nanoscience,Volume 14, Issue 11, Pp.5386-5395,2017

Novel power reduction framework for enhancing cloud computing by integrated GSNN scheduling method, International Journal on Cluster Computing, pp. 1-12, Springer 2017

R.Suraj and P.Chitra, PT-BAR: Prioritized Thermo-Buffer Based Adaptive Routing Protocol for Network-on-chip ,Proceedia in Computer Science, Vol.93, pp.324-335, 2016

HJSA: A Hierarchical Job Scheduling Algorithm for Cost Optimization in Cloud Computing Environment, International Journal of Economic Computation & Economic Cybernetics Studies & Research . 2016, Vol. 50 Issue 2, pp. 281-296.

Distributed Query Processing in Cloud Using Canonicalization Approach, WSEAS Transactions on Computers, Volume 15, 2016

Priyanka and P.Chitra, Circular Averaging Filter Based Salient Object Detection for Historical Monuments, , International Journal of Applied Engineering Research (IJAER) Vol 10, No.20 pp.16523-16527, 2015

Evaluation of Worst-Case Execution Time of Tasks on Multi-core Processor, International Journal of Advance in Intelligent Systems and Computing, Springer Publishers, Vol 325, pp441-448, 2015

Karthikeyan.R and Chitra.P Energy Aware Virtual Machine Consolidation of Cloud Data Center , International Journal of Applied Engineering Research (IJAER) Volume 9, Number 24 (2014) pp. 30865-30884.

Cube NoC based on hybrid topology, Australian Journal of basic and applied sciences, Vol 8, pp.216-225, 2014

P.Chitra, Load balanced scheduling of independent tasks in heterogeneous computing systems ,International Journal of Information Technology, Communications and Convergence, Volume 2, Number 2/2012

Modified Genetic Algorithm for multiobjective task scheduling on heterogeneous computing system, Journal, IJITCC, Inderscience Publishers,Vol 1, No.2, 2011

Comparison of evolutionary computation algorithms for solving bi-objective task scheduling problem on heterogeneous distributed computing systems, Journal, Sadhana, Indian Academy of Sciences, VOl.36, Part 2, April 2011, pp. 167-180 (impact factor 0.276)

P.Chitra, Multiobjective Evolutionary computation Algorithms for solving task scheduling Problem on Heterogeneous systems, Journal -International journal of Knowledge based and Intelligent Engineering systems,IOS Press , Vol 10,Issue 1,pp-21-30,2010

P.Chitra, Robust Task Scheduling on Heterogeneous Computing Systems using Segmented MaxR-MinCT, International Journal of Recent Trends in Engineering, Vol. 1, No. 2, May 2009

P.Chitra, Load balanced reliable task scheduling algorithm for heterogeneous systems, Journal of High speed networks, IOS Press, Vol18, No.1, 2011

P.Chitra, Parallel Implementation of Task Scheduling Using Ant Colony Optimization, International Journal of Recent Trends in Engineering, Vol. 1, No. 1, May 2009

Application and Comparison of Hybrid Evolutionary Multiobjective Optimization algorithms for solving Task scheduling problem on Heterogeneous systems, Applied Soft Computing Journal, Elsevier publishers, Vol.11,2725-2734,2011, ( impact factor 6.2)

ECC-CRT: An Elliptical Curve Cryptographic Encryption and Chinese Remainder Theorem based Deduplication in Cloud, Journal of Wireless Personal Communications, Springer Publishers,pp.1683–1702, Sep 2020

Implementing cooperative bacterial foraging optimisation algorithm based resources and VM management in IaaS cloud, International Journal of Knowledge Management Studies, Vol 10, issue 1,pp 69-83,2019

Conferences

A. Akshara, P. Chitra & S. Sahana , "Exploring Corrosion Detection: Deep Learning and Ensemble Approaches Analysis", International Conference on Computational Intelligence in Data Science 2024,IFIP Advances in Information and Communication Technology, vol 718. Springer publishers.

V.Janakiraman and Chitra P, "Wind Speed Forecasting using Deep Learning in the IEEE Technically Sponsored International Conference on "Smart Systems for Electrical, Electronics, Communication and Computer Engineering (ICSSEECC-2024)" organized by PSG Institute of Technology and Applied Research, Neelambur, Coimbatore in association with PSGCARE.

Selva Jeba G; Chitra P, "Flood Detection from Satellite Images Using Self-Attention Empowered EfficientNetV2 Mechanism", 7th International Conference On Computing, Communication, Control And Automation (ICCUBEA), Jan2024

Sri Sakthi L; Chitra P; Harini Sree M S; Subbulakshmi P; Umayal C, "A Hybrid Flood Forecasting Approach Using Hidden Markov Model and Machine Learning Techniques", 7th International Conference On Computing, Communication, Control And Automation (ICCUBEA), Jan2024

P Kaviya, P Chitra, B Selvakumar, "A Unified Framework for Monitoring Social Distancing and Face Mask Wearing Using Deep Learning: An Approach to Reduce COVID-19 Risk", International conference on Machine learning and Data Engineering, Jan2023

Chandra Mouli V., Chitra P., Harihara Subramanian M., Abirami S." A Deep Learning Ensemble Model for Short-Term Rainfall Prediction"2022 IEEE International Conference on Wireless Communications Signal Processing and Networking (WiSPNET), March2022

P Chitra, S Abirami, "A Deep Learning Ensemble Model for Short-Term Rainfall Prediction"IEEE International Conference on Wireless Communications Signal Processing and Networking (WiSPNET), March2022

P Chitra, Uma Maheswari Rajasekaran, "Time-series analysis and Flood Prediction using a Deep Learning Approach" IEEE International Conference on Wireless Communications Signal Processing and Networking (WiSPNET), March2022

J Kasinath and R Surya Prakash A A Thanush, P Chitra, "Atmospheric corrosion rate prediction of low-alloy steel using machine learning models",IOP Conference Series: Materials Science and Engineering, Jan2022

Recommendation of Product Value by Extracting Expiry Date using Deep Neural Network,12th International Conference on Computing Communication and Networking Technologies (ICCCNT), July2021, IIT Khargapur

Community Detection in Social Networks based on Local Edge Centrality and Adaptive Thresholding, IEEE International Conference on Trends in Electronics and Informatics (ICOEI), June2020

"Applying Matrix Factorization In Collaborative Filtering Recommender Systems", IEEE International Conference on Advanced Computing and Communication Systems, April 2020

Hybrid Spatio-temporal Deep Learning Framework for Particulate Matter(PM2.5) Concentration Forecasting, IEEE International Conference on Innovative Trends in Information Technology (ICITIIT), Feb 2020. Indian Institute of Information Technology (IIIT) Kottayam,

"Real Time Twitter Based Disaster Response System for Indian Scenarios". IEEE International Conference on High Performance Computing, Data and Analytics Workshop (HiPCW), HiPC2019, Hyderabad.

P.Chitra and Sheikh K Ghafoor "Activity Based Approach for Teaching Parallel Computing: An Indian Experience", in the Proceedings of IPDPSW 2019, May 2019,Brazil.

Efficient Task Allocation Using Intelligent Bacterial Foraging Optimization (IBFO) Algorithm in Cloud, IEEE International Conference on Innovations in Information and Communication Technology (ICIICT), April 2019

Unplugged Activity for Introducing PDC Concepts in CS1/CS2, SIGCSE Workshop on Modernizing Early CS Courses with Parallel and Distributed Computing, March 2019

A Novel System for Predicting Fruit Ripening Using E-Nose Technology, International Conference on Business Analytics and Intelligence,ICBAI 2018

A Survey on Energy Optimization in Cloud Environment, IEEE International Conference on Computational Intelligence and Computing Research,2018

A mobile based pollution alert system using Machine Learning, International Conference on Business Analytics and Intelligence,ICBAI 2018

Hybrid adaptive routing algorithm for 2D mesh on-chip networks, IEEE International Conference on Sensing, Signal Processing and Security (ICSSS),2017

An Authentic trust assessment framework for cloud,International Conference on Computing Technologies (ICONCT17), March 2017

Deduplication System with robust Security for Cloud Storage,International Conference on Computing Technologies (ICONCT17), March 2017

Fair scheduling approach for Load balancing and Fault tolerant in grid environment. IEEE international Conference on Emerging Trends in Computing, Communication and Nanotechnology, July 2013, pp 446-451

Power-aware Scheduling of fixed priority tasks in soft real-time multicore systems. IEEE international Conference on Emerging Trends in Computing, Communication and Nanotechnology, July 2013, pp.496-502

P.Chitra, Topic Clustering and Topic Evolution Based On Temporal Parameters, ICRTIT 2012, 559-564

P.Chitra, Relaible task scheduling for Heterogeneous Distributed Computing environment, IEEE International Conference on Advances in Computing, Control, & Telecommunication Technologies, 2009. ACT 09., 2009,pp 494-496

P.Chitra, A novel approach to reliable task scheduling algorithm for heterogeneous systems, IEEE International Conference on Computing, Communication and Networking Technologies ICCCNT 10, 2010

P.Chitra, Evolutionary Algorithmic approaches for solving three objective task scheduling Problem on Heterogeneous systems, IEEE Advancve Computing Conference,IACC 2010, 2009,38-43

P.Chitra, Parallel Genetic Algorithm For Solving TSP on Multicore Processors, ORITSCM, 2007

P.Chitra, Load balanced scheduling of independent tasks in heterogeneous computing systems , IEEE International Conference on Recent Trends in Information Technology (ICRTIT), pp.628 - 632 .2011

P.Chitra Scheduling Independent Tasks on Heterogeneous Distributed Computing Systems using Multi-objective optimization approach on Multi-core processors,IEEE International Conference on Advances in Computing, Control,

Book chapters

P Kaviya, P Chitra, "Hydro-Meteorological disaster Prediction Using Deep Learning Techniques",Intelligent Systems and Sustainable Computational Models: Concepts, Architecture, and Practical Applications, CRC Press, March 2024

P Chitra, S Abirami, "Smart pollution alert system using machine learning", Research Anthology on Machine Learning Techniques, Methods, and Applications,IGI Global, 2022

Book Chapter on "WattCastLSTM—Power Demand Forecasting Using Long Short-Term Memory Neural Network" Innovations in Sustainable Energy and Technology. Advances in Sustainability Science and Technology. Springer, Singapore, May 2021

Book Chapter on "Leveraging Fog Computing and Deep Learning for Building a Secure Individual Health-Based Decision Support System to Evade Air Pollution" IGI global Book on Security, Privacy, and Forensics Issues in Big Data, Jan 2020

Book Chapter on "Privacy Preserving Machine Learning and Deep Learning Techniques: Application – E-Healthcare", IGI global book on Handbook of Research on Applications and Implementations of Machine Learning Techniques, Aug 2019

Book Chapter on "Cube NoC Based on Hybrid Topology: A Thermal Aware Routing", Springer book series on Smart Innovation, Systems and Technologies,Singapore, ISBN 978-981-10-5827-1, Jan 2018

Book Chapter on "Smart Pollution Alert System Using Machine Learning", IGI global book on Integrating the Internet of Things Into Software Engineering Practices, Jan 2019

G Selva Jeba, P Chitra, "Exploring the power of deep Learning and Big Data in Flood Forecasting", Intelligent Systems and Sustainable Computational Models: Concepts, Architecture, and Practical Applications, CRC Press, March 2024

"Problem Solving Using C" Scitech Publishers, 2001

Projects:

Seminar, Conference, Workshop Attended

Online course conducted by IIT Bombay, CS213.3x: Algorithms , 26-01-2021 to 28-05-2021

Online course conducted by IIT Bombay WC101x: Workplace Communication from 15 July 2020 to 15 December 2020., 15-07-2020 to 15-12-2020

International Conference on High Performance Computing, Data and Analytics, HiPC2019, Hyderabad., 17-12-2019 to 19-12-2019

AICTE QIP sponsored Two weeks short term course on "Effective implementation of Outcome Based Education", TCE, 25-02-2019 to 10-03-2019

AICTE QIP sponsored One Week Short Term Course on " High Performance Computing for Science and Engineering", TCE, 04-02-2019 to 10-02-2019

AICTE QIP sponsored One Week Short Term Course on "Deep Learning for Visual Computing", TCE, 28-01-2019 to 03-02-2019

IEEE International Conference on High Performance Computing. HiPC 2018, Bangalore, 17-12-2018 to 19-12-2018

IEEE International Conference on Computational Intelligence and Computing Research", TCE, 13-12-2018 to 15-12-2018

One day workshop on " Mentoring Skills ",TCE, 01-11-2018 to 01-01-0001

AICTE approved Two week FDP 301x on "Mentoring Educators in Educational Technology" by IIT Bombay, 17-05-2018 to 05-07-2018

IEEE International Conference on High Performance Computing. HiPC 2017, Jaipur, 18-12-2017 to 21-12-2017

TEQIP sponsored One day workshop on : Intellectual Property Rights and Innovations " at TCE, 06-10-2017 to 06-10-2017

AICTE approved Two week FDP 201x on "Pedagogy for Online and Blended Teaching Learning Process" by IIT Bombay, 14-09-2017 to 12-10-2017

One Week Workshop on "Practical Python", at TCE, 04-09-2017 to 09-09-2017

AICTE approved Two week FDP 101x on Foundation Program in ICT for Education by IIT Bombay, 03-08-2017 to 07-09-2017

TEQIP II sponsored One week Workshop on " Real Time Data Analytics " at TCE, 09-03-2017 to 15-03-2017

TEQIP II sponsored three days Hands-on workshop on "Artificial Intelligence Tools" at TCE, 23-01-2017 to 25-01-2017

TEQIP II sponsored One Week Short term Hands-On Training Programme on " Cloud Computing Technologies" at TCE, , 29-11-2016 to 04-12-2016

TEQIP-II sponsored One Day Workshop on " Standard Operating Procedures for TCE", 22-11-2016 to 22-11-2016

DSR-SERB sponsored Two-day Workshop on " Computational Intelligence for Big Data Analytics" at TCE, 17-11-2016 to 18-11-2016

TEQIP-II sponsored 2 day workshop on "International Accreditation and Program Assessment" at TCE , 04-11-2016 to 05-11-2016

DST-SERB Sponsored Three Day Seminar on Current Research Trends in Computational Techniques in Bioinformatics, at TCE, 21-09-2016 to 23-09-2016

PreConference Workshop on "Performance Optimization Techniques for Large Multi-core Processors" at ICACC 2016,Kerala, 06-09-2016 to 06-09-2016

TEQIP Short Term Course on Recent Advances inComputer Architecture (RACA 2016), IIT Guwahati, 30-05-2016 to 03-06-2016

Intel India Academic Forum, New Delhi., 08-10-2015 to 09-10-2015

Workshop on "Transformation Leadership for Excellence for faculty members ofThiagrajar College of Engineering" at Thekkady By Prof.Saji Gopinath, IIM-Kozhikode, 15-08-2015 to 16-08-2015

Intel India Innovation Conclave at Bangalore, 09-12-2014 to 10-12-2014

TEQIP Workshop on " Mathematical Essentials for Cryptology Research" , at TCE, 16-10-2014 to 18-10-2014

TEQIP & CSI SIGData sponsored One Week Workshop on " Database Learning Through Activity", at TCE, 23-07-2014 to 27-07-2014

National Worksop on " Microprocessor and Micro controller System Design" , at TCE, 12-05-2014 to 14-05-2014

TEQIP Sponsored "Workshop on Wireless Networks - A step towards Green Computing", TCE, 31-03-2014 to 05-04-2014

International Conference on "Mining Intelligence and Knowledge Exploration Research Centre in Computer Science" , 18-12-2013 to 20-12-2013

One day workshop on " Microsoft Student Technical Services" at TCE, 16-12-2013 to 16-12-2013

TEQIP Sponsored “Workshop on Outcome Based Education” TCE, 12-11-2013 to 13-11-2013

Intel India Academic Forum, 17-09-2013 to 19-09-2013

One Day Faculty development Programme on IT infrastructure Services-Data Center Management, 14-08-2013 to 14-08-2013

Workshop on "Self estimation of Performance: Unskilled-unaware syndrome" , TCE, 17-07-2013 to 17-07-2013

One day Workshop on " Applications of Soft Computing Techniques in information retrieval and Knowledge discovery" at TCE, 10-04-2013 to 10-04-2013

Two day Seminar on " Software Technolgoy and Theoretical Computer Science" at TCE, 08-02-2013 to 09-02-2013

"WOWZAPP 2012- Worldwide Hackthon for Windows", at TCE, 09-11-2012 to 09-11-2012

"Application development Workshop on Windows Phone", at TCE, 29-09-2012 to 04-10-2012

National Workshop on Modern Embedded Computing, Intel Bangalore, 21-08-2012 to 23-08-2012

FDP on " Mobile Computing", at TCE, 03-08-2012 to 03-08-2012

FDP on Mobile computing at TCE, 03-08-2012 to 01-01-0001

Staff Development Programme on "Research methodologies and issues in Engineering" at TCE, 12-12-2011 to 24-12-2011

National Seminar on " Symbolic Computing and Applications", at TCE, 25-11-2011 to 25-11-2011

National Conference On Recent Trends In Networking And Distributed Computing, PABCET,Trichy, 17-18 March 2005

Evolutionary Multiobjective Optimization Algorithm, Thiagarajar College Of Engineering, 19-21 June 2007

Content Development & Content Assesment Workshop On Operating Systems, IITM-Kerala, 12-13 Jan 2004

Workshop On Unix Based Implementations Of Operating System Concepts, Anna University, 15-16 May 2003

AICTE Sponsored 2-Day National Seminar On Uml Based Design Environment For Interactive Application, Thiagarajar College Of Engineering, 25-26 March 2004

Asian Academic Forum On Multicore Programming, New Delhi, 24-26 OCt 2007

Programming On Multicore Architectures, Intel India,Bangalore, 4-6 Dec 2006

Core Faculty Group Induction Program, MSRIT,Bengaluru, 12th-15th Oct 2009

IBM APUR Summit 08, IBM ,Bangalore, 3-4th Nov2008

Multicore Revision Roundtable, MSRIT,Bengaluru, 18th July 2009

AICTE Sponsored 2- Day National Workshop On Data Warehousing And Datamining, Thiagarajar College Of Engineering, 18-19 Nov 2004

National Conference On Intelligent Computing And Automation, Arulmiga Kalasalingam College Of Engg, 1-2 April 2005

Training On Microsoft Sql Server Isa Server, Thiagarajar College Of Engineering, 30-31 May 2005

Curriculum Development Workshop On Advanced Computer Architecture, College Of Engineering,Guindy, 3-5 Oct 2005

Robotics And Telematics, Thiagarajar College Of Engineering, 30 Nov 2005

National Workshop On J2Ee 1.4 Api Techology In Service Oriented Computing, Thiagarajar College Of Engineering, 16-17 Feb 2006

National Academic Forum On Multicore Technology, Intel India,Bangalore, 10-11 March 2006

Asian Academic Forum On Multicore Programming, Intel ,Kualalumpur, 10-14 Nov 2006

IEEE International Conference on Recent Trendsin Information Technology, MIT, Chennai, 3-5 June 2011

National Conference On Recent Trends In Distributed Systems And Networking, Erode Sengunthar College Of Engineering, 9-10 Sep 2004

Curriculum Development Workshop On Advanced Computer Architecture, IISC,Bangalore, 13-16 Sep 2004

QIP On Instruction Design And Delivery Conducted By Nittr, Thiagarajar College Of Engineering, 25-30 Oct 2004

Application Of Evolutionary Computing To Engg Optimization Problem, Thiagarajar College Of Engineering, 28 May- 1 June 2007

Progrma Optimization On Multicore Arcjitectures, IIT ,Kanpur, 2- 7 June 2007

AICTE Sponsored Iste Sttp On Object Oriened Distributed Computing And Corba Technology, Thiagarajar College Of Engineering, 13-25 Nov 2000

AICTE Sponsored 2-Day National Seminar On Xml And Its Application, Thiagarajar College Of Engineering, 07-08 April 2003

National Conference on "Emerging Trends in Wireless Technologies" , at TCE, 23-07-2010 to 24-07-2010

FDP on "Intelligent Optimization and Control for Power Systems" at TCE, 07-12-2009 to 18-12-2009

NME-ICT funded "FDP on Free Open Source Software", at TCE, 30-11-2009 to 04-12-2009

National Conference on " Free/open Source Software", at TCE, 27-02-2009 to 01-03-2009

FDP on "Four Year Curricula- and how to raise the bar of Competency for students" at TCE, 30-11-2007 to 30-11-2007

AICTE sponsored Staff Development Program on " Multimedia Datatypes and Formats", at TCE, 12-11-2007 to 24-11-2007

Seminar, Conference, Workshop Organized

International Workshop on "Diversity in Computing" as a part of HiPC2021, Virtual Conference, 18-12-2021 to 18-12-2021

International Workshop on" Women in Computing" as a part of HiPC2019, Hyderabad., 18-12-2019 to 18-12-2019

TEQIP III Sponsored One week Workshop on "AI for Engineering Research", Jointly organized by (Twinning Arrangement) Department of CSE, TCE and Department of CSE, HBTU Kanpur, 11-11-2019 to 15-11-2019

AICTE QIP STC on "High Performance Computing for Science and Engineering", TCE, 04-02-2019 to 10-02-2019

International Workshop on "Women is Data Science and High Performance Computing" as a part of HiPC2018, Bangalore, 17-12-2018 to 17-12-2018

TEQIP Sponsored Three Days Workshop on " Enabling High Performance Computing in Cloud" , 13-06-2018 to 15-06-2018

Intel workshop on " Artificial Intelligence- the next wave", 14-07-2017 to 14-07-2017

TEQIP sponsored interactive workshop on "Multicore interconnects : Theory and Practice" , 24-03-2017 to 27-03-2017

Two days Workshop on "Operating Systems Internals" , , 18-02-2017 to 19-02-2017

TEQIP sponsored One day workshop “CONTENT MANAGEMENT SYSTEMS” , Thiagarajar College of Engineering ,Madurai, 29-08-2016 to 29-08-2016

TEQIP sponsored 2 days FDP on Recent Trends in Computer Architecture, 21-07-2016 to 22-07-2016

TEQIP sponsored National Conference on Research Challenges in SMAC Organized at Thiagarajar College of Engineering, Madurai,, 29-01-2016 to 30-09-2016

TEQIP Sponsored One day FDP on HPC Code Modernization for Many-core architectures., 11-09-2015 to 11-09-2015

Anna University sponsored seven days FDTP on Computer Architecture , 02-07-2014 to 08-07-2014

Seminar on "Parallelization and benchmarking of applications on Multicore", 10-01-2014 to 10-01-2014

DRDO and ACCS sponsored One day seminar on "Energy Aware Computing: approaches for software design", 01-02-2013 to 01-02-2013

Intel Day- Seminar On Multicore Architecture-Oppurtunities And Challenges, Thiagarajar College Of Engineering, 27 July 2007

DRDO sponsored One Day Seminar on "Multicore Technologies", CSE Dept, TCE, 8th Dec 2011

Dr.S.Vijayalakshmi, Professor - CA

Publications

Journals

Sassirekha, MS & Vijayalakshmi, S 2022, ‘Predicting the academic progression in student’s standpoint using machine learning’, Automatika, vol. 63, no. 4, pp. 605-617, ISSN: 0005-1144, Impact Factor: 1.790.

"Predicting the academic progression in student’s standpoint using machine learning", Automatika, vol. 63, no. 4, pp. 605-617, ISSN: 0005-1144 (Annexure).

S Vijayalakshmi and MS Sassirekha, 2021, " Student Academic Performance Prediction in Higher Education By Means of Machine Learning: A Review"Design Engineering, 16139-16151, 2021.

"Student Academic Performance Prediction in Higher Education By Means of Machine Learning: A Review", Design Engineering(Toronto), vol. 2021, pp. 16139-16151, ISSN: 0011-9342(Scopus 2021).

Resmi, V & Vijayalakshmi,S 2019, ‘Kernel fuzzy Clustering with Output Layer Self-Connection Recurrent Neural Networks for Software Cost Estimation’, Journal of Circuits, Systems and Computers, World Scientific, ISSN (print):0218-1266| ISSN (online): 1793-6454. https://doi.org/10.1142/S0218126620500917. (Impact Factor : 0.595)

Resmi, V&Vijayalakshmi,S2016, ‘Optimal Analogy based Fuzzy Classifier for Software Cost Estimation Using EM Algorithm’, International Journal of Printing, Packaging & Allied Sciences, ISSN No.: 2320-4387, vol. 4, issue 5, pp. 2973-2982.

Resmi, V&Vijayalakshmi,S 2019, ‘Analogy based approaches to improve software project effort estimation accuracy’, Journal of Intelligent Systems, The De Gruyter Group, ISSN No.:2191-026X, DOI : https://doi.org/10.1515/jisys-2019-0023. (Impact Factor : 0.533)

Resmi, V,Vijayalakshmi, S &SubashChandrabose, R 2019, ‘An Effective Software Project Effort Estimation System Using Optimal Firefly Algorithm’, Cluster Computing,SpringerScience Business Media, LLC, part of Springer Nature, ISSN (Print):1386-7857|ISSN (online):1573-7543, vol. 22, issue 5, DOI :10.1007/s10586-017-1388-0. (Impact Factor: 1.851), pp 11329 -11338.

Subramanian S.M., Vijayalakshmi S., CCCa Framework -Classification System in Big Data Environment with Clustering and Cache Concepts Proceedings of the Eighth International Conference on Soft Computing and Pattern Recognition (SoCPaR 2016). SoCPaR 2016. Advances in Intelligent Systems and Computing, vol 614. Springer, Cham (Scopus ) (SCOPUS), (2018)

Vijayalakshmi Soundarajan, and Sabitha Malli Subramanian.,” SC-OCR: similarity-based clustering and optimum cache replacement approach”, Concurrency and Computation: Practice and Experience, Copyright © 2016 John Wiley & Sons, Volume 29, Issue 4 25 February 2017 , Online ISSN: 1532-0634(Science Index) (SCOPUS) Impact factor:1.167

Vijayalakshmi S., Sabitha Malli S., Balaji V. (2017) ," Real Time Big Data Analytics to Derive Actionable Intelligence in Enterprise Applications. Internet of Things and Big Data Analytics Toward Next-Generation Intelligence". Studies in Big Data, vol 30. Springer, Cham (SCI) (2017)

Sabitha M.S, Dr.S.Vijayalakshmi and R.M.Rathikaa Sre, Big Data - Literature Survey, International Journal For Research in Applied Science and Engineering Technology, Volume 3 Issue XII, December 2015,IC Value: 13.98 ISSN: 2321-9653, Pg 318-324

Sabitha M.S, Dr.S.Vijayalakshmi, R.M.Rathikaa Sre, Efficient Failure Management Approach using Trust Point based Recovery Technique, International Journal of Advanced Research in Computer Science and Software Engineering (IJARCSSE),Volume 5, Issue 12, December 2015 , ISSN: 2277 128X,pp. 19-23

Sabitha M.S, Dr.S.Vijayalakshmi, R.M.Rathikaa Sre, Big Data management in Manufacturing Industries for Internet of Things, International Journal of Engineering Research in Computer Science and Engineering (IJERCSE), Vol 2, Issue 11, November 2015,Pg 7-12, Electronic ISSN : 2394-2320

Dr.S. Vijayalakshmi & K.Palaniammal, 2014, ‘Improving search performance for tourism domain using semantic web and bayesian network’, Information-An International Interdisciplinary Journal, vol. 17, no. 8, pp. 3675-3682.

Dr.S.Vijayalakshmi & k.Palaniammal, 2014, ‘QoS based ranking methodology for semantic search system’, Australian Journal of Basic and Applied Sciences, vol. 8, no. 18, pp. 374-382.

Dr.S.Vijayalakshmi & K.Palaniammal, 2013, ‘Ontology based meaningful search using semantic web and natural language processing techniques’, ICTACT Journal on Soft Computing, vol. 4, no. 1, pp. 662-666.

Dr.S.Vijayalakshmi & K.Palaniammal, 2013, ‘Semantic web based efficient search using ontology and mathematical model’, International Journal of Engineering and Technology, vol. 5, no. 6, pp. 4914-4928 2013, ‘Semantic web based efficient search using ontology and mathematical model’, International Journal of Engineering and Technology, vol. 5, no. 6, pp. 4914-4928

Dr.S. Vijayalakshmi & K.Palaniammal, 2013, ‘A survey on semantic web search and technologies’, International Journal on Computer Science and Technology, vol. 4, no. 4, pp. 334-340.

Dr.S.Vijayalakshmi & K.Palaniammal, 2013, ‘Semantic web based spatial search for tourist attractions using google maps’, International Journal of Advanced Research in Computer Science and Software Engineering, vol. 3, no. 10, pp. 1-5.

S.Vijayalakshmi & K.Palaniammal, 2013, ‘Semantic web based spatial search for tourist attractions using google maps’, International Journal of Advanced Research in Computer Science and Software Engineering, vol. 3, no. 10, pp. 1-5.

Suresh Raja, S., Mohan, V., Vijayalakshmi, S. "Optical image encryption based on chunk transformation and a well-known ciphering" , International Journal of Applied Engineering Research , 2015 (SCOPUS)

Sabitha M.S, Dr.S.Vijayalakshmi, R.M.Rathikaa Sre, Rule Based Data Purification (RuBDaP) model of Big data environment, International Journal of Engineering Research-Online,Vol.3., Issue.6., 2015 (Nov.-Dec.,),ISSN: 2321-7758 (A Peer Reviewed International Journal)

S.Vijayalakshmi, V.Mohan, Mining Sequential Access Pattern with Low support from Large Pre-Processed Web Logs”, , Journal of Computer Science(JCS)- Science publications,Inc2010, , Volume 6(11) (2010), ISSN:1549-3636 pp:1272-1279

S.Vijayalakshmi, V.Mohan, S.Suresh Raja, S.Suresh Raja, Journal Mining of Users Access Behaviour for Frequent Sequential Pattern From Web Logs, International Journal of Database Management Systems (IJDMS), SSN:0975-5705 (Online); 0975-5985(Print) DOI : 10.5121/ ijdms. 2010. 2304, Vol. 2, No. 3, pp. 31-45, 2010

S.Vijayalakshmi, V.Mohan, Constraint-Based Multidimensional Frequent Sequential Pattern in Web Usage Mining, International journal of Data mining and Knowledge engineering”, July-2009 , July-2009 Print: ISSN 0974 9683 & Online: ISSN 0974 9578. DOI: DMKE072009004

S.Vijayalakshmi,V.Mohan, S. Suresh Raja, Constraint-Based Multidimensional Frequent Sequential Pattern in Web Usage Mining, International Journal of Data Mining and Knowledge Engineering, Print: ISSN 0974-9683 and Online: ISSN 0974-9578, DOI: DMKE072009004 (IF 0.621)

S.Vijayalakshmi,V.Mohan, Mining Sequential Access Pattern with Low Support from Large Pre-Processed Web Logs Journal of Computer Science, Science Publications,ISSN: 1549-3636, Vol. 6, No. 11, pp. 1272-1279, 2010

S.Vijayalakshmi,V.Mohan, S. Suresh Raja, Mining Constraint-based Multidimensional Frequent Sequential Pattern in Web Logs, European Journal of Scientific Research, ISSN 1450-216X, Vol. 36, No. 3, pp. 480-490, 2009

Conferences

Dr.S.Vijayalakshmi, T.Mutharasi, Venkatachalapathy, Muthukrishnan, “Flood predictions & risk analysis using machine Learning – A literature survey” in the Two Days International Conference on Recent Trends in Computer Science-RTCS 2025, organised by Department of Computer Science, Alagappa University, Karaikudi.

T.Mutharasi, Dr.S.Vijayalakshmi, “A Multimodal Deep Learning Approach to Decoding Student Participation in Online Classrooms”, 2024 OITS International Conference on Information Technology (OCIT), Year: 2024, Pages: 149-154 published in IEEE Computer Society digital library. DOI Bookmark: 10.1109/OCIT65031.2024.00035

“Prescriptive analytic’s effects on improving student academic performance” in 2 nd International Conference on Global Issues in Multidisciplinary Academic Research (2022) at Rajabhat Maha Sarakham University, Thailand.

“Student performance prediction in higher education by means of machine learning: A Review” in International Conference on Global Issues in Multidisciplinary Academic Research (2021) at Rajabhat Maha Sarakham University, Thailand.

"Prediction of Student’s Performance using Feature Selection Techniques in Machine Learning ” in International Conference on Digital Transformations (2020) at The American College, Madurai.

Sabitha Muralidharan, Dr.S.Vijayalakshmi, Balaji Venkataraman,and Rathikaa Sre Rm, Efficient and effective comparison of different clustering methods,International conference on Research in Engineering, computers and technology @ National Institute of Technology, Trichy Published in conference proceedings.

Sabitha M.S, Dr.S.Vijayalakshmi, R.M.Rathikaa Sre, Big Data Management System for the harmonization of enterprise model, IEEE Xplore, Special edition of 2016 International Conference on Computing Technologies and Intelligent Data Engineering (ICCTIDE 16), IEEE Catalog Number: CFP16D92-POD ISBN (Print-On-Demand): 978-1-4673-8438-4 ISBN (Online): 978-1-4673-8437-7, DOI: 10.1109/ICCTIDE.2016.772533

Dr.S. Vijayalakshmi & Palaniammal.K, 2014, ‘Improving search performance using semantic web and SCBR model’, Applied Mechanics and Materials, vol. 3, no. 2 (Accepted) (Annexure-2).

Dr.S.Vijayalakshmi & K.Palaniammal, 2012, ‘Developing tourism ontology knowledge base in the field of semantic search’, Proceedings of international conference on EGovernance &cloud computing services (EGov ’12), pp.90-93.

Dr.S.Vijayalakshmi & K.Palaniammal, 2012, ‘An unfangled approach to semantic search for e-tourism domain’, Proceedings of international conference on recent trends in information technology (IEEE), pp. 130-135.

”Efficient Method for Extracting Sequential Access Pattern from Pre-Processed Web Logs ” in IEEE PACC 2011 International Conference at CIT, Coimbatore.

”Constraint Based Sequential Pattern in Web Usage Mining using Tree Projection Approach” in NCINM’11 National Conference at TCE, Madurai.

S.Vijayalakshmi, Blue tooth systems, NCWN, 2004/Proceedings

S.Vijayalakshmi, DATA MANAGEMENT-Chapter-Optimization of Constraint-Based Frequent sequential Pattern In Web Usage mining Using Association Rule Mining Techniques”,, by Macmillan Publications-Advanced Research Series, 2008

S.Vijayalakshmi, V.Mohan, “Extracting Sequential Access Pattern from large Pre-processed web logs, Proceeding in International Conference on IEEE - PACC2011 Organized by CIT -Coimbatore, India. , Pp 2011

S.Vijayalakshmi, Web Application using UML., NSUML, 2004/Proceedings

S.Vijayalakshmi, V.Mohan, S.Suresh Raja, S.Suresh Raja, Constraint-Based Multidimensional Frequent Sequential Pattern in Web Usage Mining, ISSN 0974-9683 and Online: ISSN 0974-9578, ISSN 0974-9683 and Online: ISSN 0974-9578

S.Vijayalakshmi, V.Mohan, S. Suresh Raja, S. Suresh Raja, Optimization of Constraint-Based Frequent Sequential Pattern In Web Usage Mining Using Association Rule Mining Techniques, Proceeding in International Conference on ICDM-2008, Organized by IMT, Ghaziabad, pp. 471-479, 2008.

S.Vijayalakshmi, V.Mohan, S.Suresh Raja, S.Suresh Raja, Multidimensional Frequent Pattern Mining Using Association Rule Based Constraints, nternational conference on ICDCIT05, Bhubaneswar, India, LNCS 3816 Springer, pp. 585-591, 2005.

M.S.Sassirekha & Dr.S.Vijayalakshmi presented Paper titled ”Constraint Based Sequential Pattern in Web Usage Mining using Tree projection Approach” in NCINM’11 National Conference at TCE, Madurai.

M.S.Sassirekha & Dr.S.Vijayalakshmi presented Paper titled ”Efficient Method for Extracting Sequential Access Pattern from Pre-Processed Web Logs ” in IEEE PACC 2011 International Conference at CIT, Coimbatore.

S.Vijayalakshmi,V.Mohan, S. Suresh Raja, Efficient Method for Extract Sequential Access Pattern from Large Pre Processed Web Logs, Proceeding in International Conference ICETMCA2010, Organized by Mepco Schelnk Engineering College, Sivakasi, pp. 453-458, 2010. published the proceedings by allied Publishers Pvt.Ltd ISBN: 978-81-8424-649-0, 2010.

S.Vijayalakshmi,V.Mohan, S. Suresh Raja, Mining EfficientlyUser Access Behaviour for frequent Sequential Pattern Mining, Proceeding in International Conference on ICDM-2010, Organized by IMT, Ghaziabad,pp. 197-208,2010

Book Chapters

Balaji V., Venkumar P., Sabitha M.S., Vijayalakshmi S., Rathikaa Sre R.M. (2018) Smart Manufacturing Through Sensor Based Efficiency Monitoring System (SBEMS). Proceedings of the Eighth International Conference on Soft Computing and Pattern Recognition (SoCPaR 2016). SoCPaR 2016. Advances in Intelligent Systems and Computing, vol 614. Springer, Cham (SCOPUS) (SCOPUS)

S.Vijayalakshmi,V.Mohan, " Mining Efficiently User Access Behaviour for frequent Sequential Pattern Mining" , ICDM 2010 Organized by IMT, Ghaziabad , at New Delhi , Published in the book "INNOVATIONS AND ADVANCES IN DATA MANAGEMENT", Macmillan Publishers India ltd, ISBN 023-032-980-2 ,2010 pp. 197-208,2010

S.Vijayalakshmi "Optimization of Constraint-Based Frequent sequential Pattern In Web Usage mining Using Association Rule Mining Techniques”, ICDM 2008, Organized by IMT, Ghaziabad, at New Delhi,Published in the book by DATA MANAGEMENT, Macmillan Publications-Advanced Research Series ,ISBN -0230-63469-9, 2008.

S.Vijayalakshmi "VISUAL PROGRAMMING" , Text Book , Anuradha publications, 2002. 

Seminar, Conference, Workshop Attended

One day workshop on “ cognitive cloud computing”13/11/2015Thiagarajar College of Engineering, Madurai., 13-11-2015 to 13-11-2013

One day workshop on “ Analytics using blue mix",Thiagarajar College of Engineering, Madurai., 26-02-2015 to 26-02-2015

CCQCE 2015-17th convention on quality circles in education.Quality circle forum of India Chennai chapter & Rajalakshmi college of engg, Chennai., 14-02-2015 to 14-02-2014

One week TEQIP sponsored workshop on "databases- learning through activity" TCE, Madurai, 23-06-2014 to 27-06-2014

TEQIP sponsored one day workshop on recent trends and research challenges in business analytics and optimization.Thiagarajar College of Engineering.Madurai., 13-08-2013 to 13-08-2013

DRDO sponsored one day workshop on Application of soft computing techniques. Thiagarajar College of Engineering, Madurai., 10-04-2013 to 10-04-2013

NCINM 2013 Thiagarajar College of Engineering, Madurai., 04-04-2013 to 05-04-2013

Recent Trends and Research Challenges in Business Intelligence,Thiagarajar College Of Engineering, Madurai, 29-11-2012 to 29-11-2012

One day workshop on Data mining and Data Warehousing, TCE & Honeywell, Bangalore, 31-07-2012 to 31-07-2012

National conference on wireless technology, sri venkateshwara college of engineering, sriperumbudur, 27/02/2004-28/02/2004

Distributed computing & corba technology, thiagarajar college of engineering, madurai, 13/11/2000-25/11/2000

Application of evolutionary computing to engineering optimization problems, thiagarajar college of engineering, madurai, 28/05/2007-01/06/2007

Knowledge management systems, anna university, chennai, 03/12/2007-14/12/2007

Uml & its applications, thiagarajar college of engineering, madurai, 25/03/2004 -6/03/2004

Data mining workshop using pasw modeler,, national institute of technology - tiruchirapalli in association with spss south asia, bangalore., 24/08/2009

Qip on “data analytics and data mining”, national institute of technology - tiruchirapalli, 14/03/2008 -15/03/2008

Ibm sponsored 2-day workshop on “business intelligence” , thiagarajar college of engineering, madurai, 17/09/2007-18/09/2007

Faculty development program for sdlc- project planning. , tata consultancy services in association with thiagarajar college of engineering, madurai , 27/07/2007- 28/07/2007

Data mining and data warehousing, thiagarajar college of engineering, madurai, 18/11/2004-19/11/2004

Staff development program for multimedia data types, thiagarajar college of engineering, madurai, 12/11/2007-24/11/2007

International conference on distributed computing and internet technology, kiit ,bhubaneshwar., 21/12/2005-24/12/2005

Eu-iccp workshop on "virtual lab"., thiagarajar college of engineering, madurai, 23/02/2005

Sql server and windows 2003, microsoft tce, madurai, 30/05/2005-31/05/2005

Fdp on “four year curricula and how to raise the bar of competency for students“ , tata consultancy services in association with thiagarajar college of engineering, madurai, 30/11/2007

Prepare future- faculty development program , cdac- hydrabad, 08/12/2008-22/12/2008

Teaching design in engineering educations, madurai kamaraj university, 28/06/1999-29/06/1999

AICTE - QIP sponsored One week Short Term Course on "Research Issues and challenges in Data Science and Big data Analytics ", 18-03-2019 to 24-03-2019, 01-01-0001 to 01-01-0001

Two Week Workshop on “Pedagogical Practices for 21st century learners” , Thiagarajar College of Engineering, Madurai. 03/03/2017 to 21/03/2017, 01-01-0001 to 01-01-0001

One day workshop on “innovation in Teaching Pedagogy: Design Thinking Approach” organized by Pedagogy Club, NMIMS Shirpur Campus on 12-02-2022., 01-01-0001 to 01-01-0001

Two weeks International faculty development program on “Data Science Tools” organized by the dept. of Artificial Intelligence and data science, Easwari Engineering College held between 07-10-2022 to 20-10-2022, 01-01-0001 to 01-01-0001

One Day workshop on “Machine Learning using Python” in Pet Engineering College, on 26.09.2023, 01-01-0001 to 01-01-0001

AICTE - QIP sponsored One week Short Term Course on "Deep Learning for Visual Computing", 28-01-2019 to 03-02-2019, 01-01-0001 to 01-01-0001

Two day workshop on “Big data Analytics and cyber Security solutions” held during 27-03-2023 to 28-03-2023 in TCE., 01-01-0001 to 01-01-0001

one day workshop on "Applications of Artificial Intelligence for Industry workflow", in TCE 27-09-2021, 01-01-0001 to 01-01-0001

NCINM 201117/03/2011-18/03/2011Thiagarajar College of Engineering, Madurai., 01-01-0001 to 01-01-0001

TEQIP sponsored Two day training program on management of quality circles for effectiveness of education institutions. 30/10/2014 To 31/10/2014Quality circle forum of India Chennai chapter , 01-01-0001 to 01-01-0001

TEQIP sponsored Two day workshop on “outcome based education”at Thiagarajar College of Engineering.Madurai.12/11/2013To 13/11/2013, 01-01-0001 to 01-01-0001

Two week ISTE Workshop on “Introduction to Research Methodologies”.25/07/2012 to 04/08/2012 IIT Bombay & MHRD., 01-01-0001 to 01-01-0001

one day workshop on "Machine Learning using python" on 26-09-2023 in PET Engineering College,Vallioor-627117,TN, 01-01-0001 to 01-01-0001

Two week AICTE approved FDP under the (PMMMNMTT)“Pedagogy for online and blended Teaching – learning process” – FDP201xIIT Bombay, 14/09/2017 to 20/11/2017., 01-01-0001 to 01-01-0001

Two week AICTE approved FDP under the (PMMMNMTT)” Foundation Program in ICT for education” – FDP101xIIT Bombay , FROM 03/08/2017 to 13/09/2017, 01-01-0001 to 01-01-0001

Seminar, Conference, Workshop Organized

Two days workshop on " Computational Intelligence for Big Data Analytics", , , 17-11-2016 to 18-11-2016

National Conference on Information and Network Management Thiagarajar College of Engineering, Madurai NCINM-2013, 04-04-2013 to 04-04-2013

Recent Trends and Research Challenges in Business Intelligence Thiagarajar College of Engineering, Madurai , 29-11-2012 to 29-11-2012

Enterprise Resource Planning and Business process Reengineering Thiagarajar College Of Engineering, Madurai., 27-08-2010 to 27-08-2010

J2EE 1.4 API IN SERVICE ORIENTED COMPUTINGTHIAGARAJAR COLLEGE OF ENGINEERING, MADURAI., 16-02-2006 to 17-02-2006

One day workshop on “ cognitive cloud computing”13/11/2015Thiagarajar College of Engineering, Madurai.,13-11-2015 to 13-11-2015, 13-11-0015 to 13-11-0015

AICTE-QIP Sponsored One Week Short Term Course on "Data Science for Internet of Things", 04-02-2019 to 09-02-2019

One day workshop on "Applications of Artificial Intelligence for Industry workflow", 27-09-2021

One day workshop on "TCE WDC AND TECHFEST IIT BOMBAY PRESENTS - BREAST CANCER AWARENESS PROGRAM" on 2-10-2021

One day workshop "Industry 4.0: Practical Perspective" on 20-2-2021, 

Publications

Conference Publication

Faculty Name: Mrs. T. Mutharasi

1. Dr.S.Vijayalakshmi, T.Mutharasi, Venkatachalapathy, Muthukrishnan, “Flood predictions & risk analysis using machine Learning – A literature survey” in the Two Days International Conference on Recent Trends in Computer Science-RTCS 2025, organised by Department of Computer Science, Alagappa University, Karaikudi.

2. T.Mutharasi, Dr.S.Vijayalakshmi, “A Multimodal Deep Learning Approach to Decoding Student Participation in Online Classrooms”, 2024 OITS International Conference on Information Technology (OCIT), Year: 2024, Pages: 149-154 published in IEEE Computer Society digital library. DOI Bookmark: 10.1109/OCIT65031.2024.00035