Dr.C.Deisy

 cdcse@tce.edu

103

PUBLICATIONS       

4

SPONSORED PROJECTS

2

CONSULTANCY PROJECTS

16

M.E./Ph.D. SCHOLARS

55

SEMINAR, CONFERENCE, WORKSHOP ATTENDED

 Educational Qualification

DEGREE BRANCH INSTITUTE YEAR
B.E Electrical & Electronic Engineering Thiagarajar College Of Engineering 1994
M.E Computer Science & Engineering MEPCO Schlenk Engineering College 2000
Ph.D. Data Mining Anna University 2010

 Experience

PERIOD NO OF YEARS DESIGNATION INSTITUTION
05-01-2001 to 10-02-2013 12 ASSISTANT PROFESSOR Thiagarajar College of Engg.
16-02-2013 to 12-12-2017 5 Associate Professor Thiagarajar College of Engineering
12-12-2017 to 01-01-0001 6 Professor Thiagarajar College of Engineering

 Publications

 Journals
  1. Mercelin Francis, Kalaiarasi Sonai Muthu Anbananthen, Deisy Chelliah and Sridevi Subbiah ,"Smart Farm-Care using a Deep Learning Model on Mobile Phones",Emerging Science Journal(Q1), Vol7,(2), 2023 Doi: 10.28991/ESJ-2023-07-02-013
  2. Sridevi Subbiah ,,Kalaiarasi Sonai Muthu Anbananthen, Deisy Chelliah and M.K.A.Ahamed Khan ,"Intrusion detection technique in wireless sensor network using grid search random forest with Boruta feature selection algorithm", Journal of Communications and Networks , Volume: 24, Issue: 2, April 2022.(Q1)
  3. B Subbulakshmi, C Deisy, S Parthasarathy,"A Novel Incremental Framework for Building Classifier Using Constraint Class Association Rules", International Journal of Information Retrieval Research (IJIRR) 13 (1), 1-21,DOI: 10.4018/IJIRR.316125
  4. Saranya Saranya T, C. Deisy; S. Sridevi and Kalaiarasi Sonai Muthu, "A Comparative Study of Deep Learning and Internet of Things for Precision Agriculture" International Scientific Journal Engineering Applications of Artificial Intelligence ,2023, (Q1)
  5. Merceline Fransis and C.Deisy,” Mathematical and Visual Understanding of a Deep Learning Model Towards m-Agriculture for Disease Diagnosis”, Archives of Computational Methods in Engineering, Springer , Impact factor (7.2), DOI : 10.1007/s11831-020-09407-3, 2020(Q1)
  6. KSM Anbananthen, S Subbiah, Deisy Chelliah and P Sivakumar, "An intelligent decision support system for crop yield prediction using hybrid machine learning algorithms",F1000Research, 2021,doi.org/10.12688/f1000research.73009.1)(Q1),
  7. "PDHS: Pattern-Based Deep Hate Speech Detection With Improved Tweet Representation", IEEE Access,P. Sharmila; Kalaiarasi Sonai Muthu Anbananthen; Deisy Chelliah and Sudhaman Parthasarathy ,Vol10,PP.105366 - 105376,DOI :DOI: 10.1109/ACCESS.2022.3210177,(Q1)
  8. P. Sharmila1,*, C. Deisy, S. Parthasarathy,"Ext-ICAS: A Novel Self-Normalized Extractive Intra Cosine Attention Similarity Summarization", Computer Systems Science and Engineering ,Vol.45, No.1, 2023, pp.377-393, doi:10.32604/csse.2023.027481(Q3)
  9. Thiruchadai Pandeeswari , Jeyamala , Pudumalar , Uma K.V, Deisy .C,"An Empirical Study on the Impact of Industry Supported Courses in enhancing the Graduate Outcomes",Year: 2022, Volume: 35, Issue: Special Issue 1, Pages: 262-269,DOI: 10.16920/jeet/2022/v35is1/22038 (Q3)
  10. S Ilankumaran, C Deisy "Quality-based pattern C2 code score-level fusion in multimodal biometric authentication system using pattern net", Springer, Soft Computing 23 (8), 2669-2682, Impact factor(2.78),2019, DOI: 10.1007/s00500-018-03751-0
  11. M.Diana and C.Deisy,"Android Based Real Time Cardiovascular Disease Diagnosis using Novel Feature Selection", International Conference on Recent Trends in Engineering,Science and Technology, Science Direct -Energy Procedia,- (2016) 568 - 578 .
  12. K Murugeswari and C.Deisy ,"A novel approach to data hiding scheme",International Journal of Advanced Engineering Technology 2016,Vol. VII/Issue II /454-456 E-ISSN 0976-3945
  13. A.M.Rajeswari, C.Deisy,S. NithyaShalini,Discovery of Temporal Association Rules Using Train and Test Approach ,International Journal of Decision Making in Supply Chain and Logistics - 2011,Pg:97-109, Vol 2, No:2
  14. Anitha, D., and C. Deisy. "A novel approach for selection of Learning Objects for personalised delivery of elearning Content." Computer Science & Information Technology: (Feb 2013) 413-420
  15. B Subbulakshmi, C Deisy, ,”Survey on Frequent Pattern Mining over Data Streams”, International Journal of Engineering Research and Technology , Vol.2, Dec 2013.
  16. C.Deisy, D. Anitha,"Deriving A Prototype For The Dynamic Generation Of Learning Path In An E-Learning Environment Using Genetic Algorithm",International Journal of Innovation and Learning, Vol. 14, No. 1, 2013,DOI: 10.1504/IJIL.2013.054812
  17. K.Murugeswari and C.Deisy ,”Enhanced Version of StegGen: An Optimized Steganographic Tool based on GA”,International Journal of Computer Application, NCACSA(4):9-12, 2012.
  18. Analyzing Distillation Process of Hidden Terms in Web Documents for IR” C. Deisy and M. Pradeepa ,Science Direct –Procedia Engineering ,2012,Vol. 38, Pages 3215–3221
  19. D.Anitha and C.DEISY,A novel approach for classification and sequencing of Learning Objects in E-Learning System based on Learning style", prepress, International Jounal of Fuzzy and Intelligent System, 10.3233/IFS-141312. http://iospress.metapress.com/content/5l491715n732x815/ (Q3)
  20. Rajeswari, A.M. and Deisy, C, ‘Prediction of risk factors for pre-diabetes using a frequent pattern-based outlier detection’, International Journal of Biomedical Engineering and Technology, in press., S.No: 4858, ISSN: 1752-6426 (Annexure I- Sl. No. 4858). (Q4)
  21. A.M.Rajeswari and C.Deisy,”Fuzzy logic based associative classifier for slow learners prediction", Journal of Intelligent & Fuzzy Systems, vol. 36, no. 3, pp. 2691-2704, 2019,,DOI: 10.3233/JIFS-18748 (Q2)
  22. M.Diana and C.Deisy, “A Survey of Data Mining Algorithms Used In Cardiovascular Disease Diagnosis from Multi-Lead ECG Data” Kuwait Journal of Science,2015,ISSN 2307-4116 ,EID: 2-s2.0-84932160350. (Q2)
  23. M. Pradeepa, C. Deisy,"Enhancing purchase decision using multi-word target bootstrapping with part-of-speech pattern recognition algorithm"International Journal of Business Intelligence and Data Mining (IJBIDM), Vol. 15, No. 4, 2019,DOI: 10.1504/IJBIDM.2019.102805 (Q4)
  24. B Subbulakshmi, C.Deisy, ‘An improved incremental algorithm for mining weighted class-association rules", International Journal of Business Intelligence and Data Mining, Vol.13 No.1/2/3, pp.291 - 308,2018,DOI: 10.1504/IJBIDM.2018.088437 (Q4)
  25. K.Arul Deepa and C.DEISY,"Statistical pair pruning towards target class in learning-based anaphora resolution for Tamil,International Journal of Advanced Intelligence Paradigms (IJAIP), Vol. 9, No. 5/6, 2017,DOI: 10.1504/IJAIP.2017.088142 (Q3)
  26. Diana, M., Deisy. C., Lossless Compression for Transmitting ECG in SMS with High Quality for Mobile Tele cardiology Systems, International Journal of AdHoc and Ubiquitous Computing, Vol.26 No.3, pp.157 - 166,2017 DOI: 10.1504/IJAHUC.2017.087020 (Q3)
  27. Diana, M., Deisy. C. m-CADE: A mobile based cardiovascular abnormality detection engine using efficient multi-domain feature combinationsJournal: Intelligent Data Analysis, vol. 20, no. 3, pp. 575-596, 2016,,DOI: 10.3233/IDA-160821 (Q3)
  28. K.Murugeswari and C.Deisy ,”An optimized approach to detect the identity of hidden information in gray-scale and color images “,International Journal of Business Intelligence and Data Mining, Accepted for Publication ISSN:17438187 (Q4)
  29. B.Subbulakshmi and C.Deisy, “Mining Frequent Patterns with Screening of Null Transactions Using Different Models”, International Journal of Innovative Research in Science, Engineering and Technology Volume 3, Special Issue 3, March 2014 (Q4)
  30. S Ilankumaran and C Deisy,"Multi-biometric authentication system using finger vein and iris in cloud computing",Cluster Computing volume 22, pages 103–117(2019),DOI: 10.1007/s10586-018-1824-9 (Q2)
  31. K.Arul Deepa and C.Deisy ,"ANAPHORA RESOLUTION IN TAMIL THROUGH DECISION TREE LEARNING - CHALLENGES AND TACKLES “, International Journal of Advanced Engineering Technology , Vol. VII/Issue I/Jan.-March,2016/533-538
  32. T.Saranya, S.Sridevi, C.Deisy, Tran Duc Chung, M.K.A.Ahamed Khan, “Performance Analysis of Machine Learning Algorithms in Intrusion Detection System: A Review”Procedia Computer Science, Elsevier, 2020,Doi.org/10.1016/j.procs.2020.04.133
  33. C.Deisy, D. Anitha,"Proposing a Knowledge Management Solution for E-learning", International Journal of Management in Education Volume 4, No. 3, 2010 , pp. 316-332 (Q1)
  34. B. Subbulakshmi; C. Deisy,"An adaptive algorithm for frequent pattern mining over data streams using diffset strategy",International Journal of Business Information Systems (IJBIS), Vol. 31, No. 1, 2019,DOI: 10.1504/IJBIS.2019.099526https://doi.org/10.1504/ijbis.2019.099526 (Q2)
  35. S Baskar, C.Deisy, N.Ramaraj,J.Saravanan Koori,P.Jeevanandham, N.Ramaraj,J.Saravanan Koori,P.JeevanandhamA NOVEL INFORMATION THEORETIC-INTERACT ALGORITHM (IT-IN) FOR FEATURE SELECTION USING THREE MACHINE LEARNING ALGORITHMSJournal-ELSEVIER -Expert Systems with ApplicationsVol.37,Issue 12,pp7589-7597,2010, Impact factor(4.57),DOI: 10.1016/j.eswa.2010.04.084 (Q1)
  36. C.Deisy, S.Baskar, N.Ramaraj,KALAIARASI, N.Ramaraj,KALAIARASIA NOVEL TERM WEIGHTING SCHEME MIDF FOR TEXT CATEGORIZATIONjOURNAL -Journal of Engineering Science and TechnologyVol. 5, 94 to 107,2010.EID: 2-s2.0-77953762394 (Q3)
  37. Kalaiarasi Sonai Muthu Anbananthen, Sridevi Subbiah, Subiksha Gayathri Baskar, and Deisy Chelliah, "The Eye: A Light Weight Mobile Application for Visually Challenged People Using Improved YOLOv5l Algorithm",Emerging Science Journal,Vol7,pp:1636-1652 (Q1)
 Conferences
  1. Bhuvanesh and C,Deisy," IoT Defect Prediction using AI Framework: A Review", 3 rd International conference on Ubiquitous Computing and Intelligent Information Systems(ICUIS-2023).
  2. G Sidharth, Abijeeth Vasra, S Sridevi, C Deisy, and MKA Ahamed Khan, "Automation of Grievance Registration using Transfer Learning",2023 3rd International Conference on Innovative Practices in Technology and Management (ICIPTM),pp:1-6,DOI:10.1109/ICIPTM57143.2023.10118181, IEEE Publishers
  3. Bhuvaneshwaran A, C. Deisy and Sridevi S,"Sentimental Analysis Using Deep Learning Models",2023 International Conference on Energy, Materials and Communication Engineering (ICEMCE),IEEE,2023,DOI: 10.1109/ICEMCE57940.2023.10434008
  4. T. Saranya; C. Deisy and S. Sridevi,"Classical-Quantum Computing Model with MobileNet for Precise Pest Classification",2023 International Conference on Energy, Materials and Communication Engineering (ICEMCE),IEEE,2023, DOI:10.1109/ICEMCE57940.2023.10434179
  5. AM Rajeswari and C Deisy,"A Comparative Evaluation of Supervised and Unsupervised Methods for Detecting Outliers"International Conference on Inventive Communication and Computational Technologies (ICICCT), IEEE,2018
  6. P. Vijaya Praba; C. Deisy; D. Tamilselvi and et.al,"Analysing Facial Emotion for Children with Autism",2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), DOI: 10.1109/ICCCNT56998.2023.10308232, IEEE Publisher
  7. Sridevi , C Deisy and et.al ,"An Intelligent Smart Waste Management System Using Mobile Application and IoT", Machine Intelligence Techniques for Data Analysis and Signal Processing: Proceedings of the 4th International Conference MISP 2022, Volume 1,Lecture Notes in Electrical Engineering book series,pp 681–695,Springer Publisher
  8. AM Rajeswari, C Deisy, J Preethi, "Generation of temporal class association rules from quantitative data using evolutionary approach",2013 IEEE International Conference ON Emerging Trends in Computing, Communication and Nanotechnology (ICECCN)
  9. Parasuraman Subramaniam and C. Deisy,"Insilico L3-L4 Stress Prediction Using Artificial Intelligence Techniques",2018 IEEE 4th International Symposium in Robotics and Manufacturing Automation (ROMA).
  10. M. K. A. Ahamed Khan, C. Deisy and S. Sridevi,"Development of a Laboratory-Scale Pipeline Crack Inspection Robot",IEEE International Conference on Automatic Control and Intelligent Systems (I2CACIS),2021
  11. D. Anitha; C. Deisy; S.B. Lakshmi; M. Karpaga Meenakshi, "Proposing a Classification Methodology to Reduce Learning Style Combinations for Better Teaching and Learning",2014 IEEE Sixth International Conference on Technology for Education, 208-211
  12. C.Deisy," Mining of Quantitative Rule on Ozone Data base using Fuzzy Logic", International Conference on Mathematical Modeling and Scientific Computation, Gandhigram, 2012.
  13. C.Deisy and Diana Moses ," Android based Real Time Cardiovascular Disease Diagnosis using Novel Feature Statistics", International Conference on Recent Trends in Engineering, Science and Technology, ICRTEST, 2016.
  14. C.Deisy," An Efficient method for Intrusion Detection using Data Mining", National Conference, AKC, NCICCA, 2005
  15. C.Deisy," Novel Lossless ECG Compression using Reduced Character set for Untruncated Transmission through sms", at International Conference ICCSIT, Hyderabad, 2012
  16. "Backpack Energy Harvesting System",Aung Moe Zaw, MKA Ahmad Khan, C Deisy, S Sridevi, M Suresh, Zuliani Binti Zulkoffli,2022 IEEE 5th International Symposium in Robotics and Manufacturing Automation,DOI: 10.1109/ROMA55875.2022.9915689
  17. "Surface Electromyography (SEMG) Based Robotic Assistive Device"Wong Hooi Guan; M.K.A. Ahamed Khan, C. Deisy; S. Sridevi,2022 IEEE 5th International Symposium in Robotics and Manufacturing Automation (ROMA),DOI: 10.1109/ROMA55875.2022.9915657
  18. A.Indu Rani and C.Deisy,"Explainable AI-An Overview", International Conference on Innovative Trends in Engineering and Sciences, ICITES 2022,
  19. GL Sankara Subramaniyan, S Yajith Vishwa, T Yogith, KV Uma, C Deisy,"Document Classification And Automatic Grading",IEEE,2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT),DOI: 10.1109/ICAECT54875.2022.9808008
  20. T. Saranya, C. Deisy, S. Sridevi, Kalaiarasi Sonai Muthu and M. K. A. Ahamed Khan,"Performance Analysis of First Order Optimizers for Plant Pest Detection Using Deep Learning", International Conference on Machine Learning, Image Processing, Network Security and Data Sciences ,MIND 2022,Springer,DOI: 10.1007/978-3-031-24367-7_4
  21. Wee Ying Heng, MKA Ahamed Khan, Chun Kit Ang, Kalaiselvi Aramugam, C Deisy, S Sridevi, "Development of a Laboratory-Scale Pipeline Crack Inspection Robot" 2021 IEEE International Conference on Automatic Control & Intelligent Systems
  22. C.Deisy ,M. K. A. Ahamed Khan And Sridevi,"Investigation of Gait and Bio mechanical Motion for Developing Energy Harvesting System", Springer Proceedings of International Conference on Sustainable Expert Systems,March 2021.
  23. Mercelin Francis and C Deisy ,”Disease Detection and Classification in Agricultural Plants Using Convolutional Neural Networks—A Visual Understanding” IEEE 6th International Conference on Signal Processing and Integrated Networks (SPIN) ,PP:1063-1068,2019
  24. C.Deisy " Pioneers of Vision ", Smart India Hackathon, New Delhi, 2019
  25. A.M.Rajeswari, M.Sumaiya Sidhika, M.Kalaivani and C.Deisy, "Prediction of Prediabetes using Fuzzy Logic based Association Classification", International Conference on Inventive Communication and Computational Technologies - ICICCT, 2018, pp. 780-785.
  26. Mrs.B.Subbulakshmi, T.vijayalakshmi,Dr.C.Deisy, " Top Rank-K Frequent Itemset Mining usuing Diffnodeset:, in Research Conference on Data & Decision Science, Mar 2018
  27. P Sharmila, S Venkatesh, C Deisy, S Parthasarathy and S Parasuraman,”A Novel Ensemble Representation Learning method for Document Classification”, IEEE 4th International Symposium in Robotics and Manufacturing, 2018.
  28. S. Parasuraman, I. Elamvazhuthi, D. Deisy.C and S.Padmavathy ,”Effects of Aging on Human Gait Stability”, 2017 IEEE International Conference on Computational Intelligence and Computing Research (IEEEICCIC17)
  29. S. Parasuraman, I. Elamvazhuthi, D. Deisy.C and S.Padmavathy ,”Vision Guided Soccer Robot”, 2017 IEEE International Conference on Computational Intelligence and Computing Research (IEEEICCIC17
  30. S. Parasuraman, I. Elamvazhuthi, D. Deisy.C and S.Padmavathy ,” Image Analysis of Spine and Related Mechanical Investigations” 2017 IEEE International Conference on Computational Intelligence and Computing Research (IEEEICCIC17)
  31. M.Pradeepa, Dr.C.Deisy ,”Aspect Based Opinion Extraction for Increasing Customer Purchase Decision”, TEQIP-II Sponsored International Conference on Contemporary Topics in Power Engineering and Aiding Technologies (ICCPEAT'2017)
  32. C.Deisy and K.Lavanya, Twitter sentiment analysis using multi-class SVM, IEEE sponsored, International Conference on Intelligent Computing and Control (I2C2), 2017, DOI: 10.1109/I2C2.2017.8321798
  33. Mrs.B.Subbulakshmi,Dr.C.Deisy,B.Dharani," Recent Weighted Maximal Frequent Itemsets Mining", in IEEE International Conference on I-SMAC, 10-11 Feb 2017
  34. Mrs.B.Subbulakshmi,C.Deisy, B.Dharani, M.Monisha, "An efficient algorithm for associative classification using interestingness measures" in Fourth International Conference on Business Analytics and Intelligence, 19-21,December, 2016
  35. A.M.Rajeswari, M.Sridevi and C.Deisy, "Outliers Detection on Educational Data using FuzzyAssociation Rule Mining", International Conference on Advances in Computing, Communication and Information Science - 2014
  36. B.Subbulakshmi,A.Periya Nayaki,and C.Deisy, ”Frequent Item set Mining with Elimination of Null Transactions Over Data Streams” Artificial Intelligence and Evolutionary Algorithms in Engineering Systems,Volume2 ,Springer 353-360.
  37. Diana M, Deisy C, “A Novel Lossless ECG Compression Technique for Transmission in GSM Networks”, Advances in Intelligent Systems and Computing, Springer, Vol 259, 2014, pp 947-958
  38. K.Arul Deepa and C.Deisy,"A Rule Based Converter of Formal Tamil to Colloquial Tamil (FT2CT) – An Application of Turing Machine",12 th international Tamil Internet Conference , Kuala Lumpur, Malaysia, august 15-18, 2013.
  39. D.Anitha and C.Deisy,”A Novel Approach for Selection of Learning Objects for Personalized Delivery of E-Learning Content “,Third International Conference on Computer Science & Information Technology (CCSIT 2013), Feb 18~20, Bangalore, India
  40. A Novel Approach for Selection of Learning Objects for Adaptive Delivery of Learning Content in E-Learning Systems using Rule Based Classification, AIRCCE
  41. A.M.Rajeswari, C.Deisy, V.Abirami Nachammai, G.V.Aishwarya, Temporal Outlier Detection on Quantitative Data using Unexpectedness Measure, 12th International Conference on Intelligent System Design and Applications-2012, IEEE Proceedings Pg:420-424
  42. C.Deisy, K.Arul Deepa, A Self Appreciating Approach of Document Classification Based on Concept Mining, IEEE conference ICCCI’12, SIET, Coimbatore,10 Jan 2012,
  43. C.Deisy, M.Pradeepa, Using Unexpected Mining Process To Detect Drugs Side Effects, International Conference (IISM’11) RVS Coimbatore, July 2011.,
  44. C.Deisy, SPAM MAIL CATEGORIZATION WITH DIFFERENT TERM WEIGHTING AND FEATURE SELECTION USING SVM, IEEE International Advance Computing Conference,2009,
  45. C.Deisy, Paper Currency Recognition Using Support Vector Machines , National Conference On Research Prospects In Knowledge Mining(NCKM)Organized by Annamalai University , 2008
  46. C.Deisy, Feature Selection And Parameters Optimization For Support Vector Machines Using An Evolutionary Approach, National Conference On Research Prospects In Knowledge Mining(NCKM) Organized by Annamalai University, 2008
  47. S.Baskar, C.Deisy, An Efficient Feature Selection Method For Classification, RCCST University Malaysia Sabah, Kota Kinabalu, Malaysia, International conference, 2007
  48. C.Deisy, Cluster Identification In Subspaces Using Entropy Method And Decision Tree, National Conference at GCE Tirunelveli , 2006
  49. C.Deisy, An Efficient Method For Intrusion Detection Using Intelligent Data Mining , National Conference On "Intelligent Computing In Communication, 2005
  50. C.Deisy, A Generic Approach For Paper Concurrency Recognition Based On Binary Decision Tree, International Conference On Resource Utilization And Intelligent Systems , Kongu Engineering College ,Erode , 2005
  51. C.Deisy, Ant Colony Optimization For Intrusion Detection Using Data Mining , National Conference On Recent Trends In Networking And Distributed Computing - PABCET ,Trichy, 2005
  52. C.Deisy, Data Mining In Customer Relationship Management For E-Business, AICTE Sponsored National Conference On Uml Based Environment For Interactive Application,Organized By Dept. Of It , Organized By Thiagarajar College Of Engg. Madurai, 2004
  53. K.Murugeswari,”StegGen:An Optimized Steganographic Tool Based on GA”,Proceedings of the International Conference in Computer Applications(ICCA) published in the journal IJCA,Volume 3, 2012,pages : 23-25
  54. Dr. C.Deisy, , Dr.S. Baskar, Mrs. B.Subbulakshmi, A Novel Multi Thread Based Feature Selection For Dimensionality Reduction, DBLP ISBN 978-0-9727412-2-4,Proceedings of the 3rd Indian International Conference on Artificial Intelligence, Pune, India(IICIA),1108 to1123,Dec 2007
  55. Dr. C.Deisy, Mrs. B.Subbulakshmi, and Dr. S. Baskar, Efficient Dimensionality Reduction Approaches for Feature Selection,IEEE Conference Indian International Conference On Computational Intelligence And Multimedia Applications ,2007,Dec 2007
  56. Dr. C.Deisy,Mrs. B.Subbulakshmi, Mrs. Parvathy, Correlation Based Consistency Measure Algorithm For Feature Reduction,IEEE International Advance Computing Conference,2009,March 2009
 Books
  1. "Smart Surveillance System Using Deep Learning Approaches",Uma K. V. , Aakash V. and Deisy C. , Handbook of Research on Computer Vision and Image Processing in the Deep Learning Era, 2023 |Pages: 23 DOI: 10.4018/978-1-7998-8892-5.ch006
  2. "An Efficient 1DCNN–LSTM Deep Learning Model for Assessment and Classification of fMRI-Based Autism Spectrum Disorder",Abdul Qayyum, M. K. A. Ahamed Khan, , Kalaiselvi Aramugam, C. Deisy, S. Sridevi ,Lecture Notes on Data Engineering and Communications Technologies book series (LNDECT,volume 96),Springer
  3. "A Decision Support System for Understanding the Importance of Two-Dosage Vaccination",R. Saraswathi Meena, R. Saranya, C. Deisy, S. Parthasarathy, S. Sridevi & M. K. A. A. Khan , Lecture Notes on Data Engineering and Communications Technologies book series (LNDECT,volume 139),Springer
  4. Abisheka Pon, C. Deisy and P. Sharmila,"A Case-Study on Topic Modeling Approach with Latent Dirichlet Allocation (LDA) Model", SCRS Book Series on Computing and Intelligent Systems,2022,DOI: https://doi.org/10.52458/978-81-95502-00-4-30
  5. A. M. RajeswariM. S. Karthika Devi and C. Deisy,"Mining of Quantitative Association Rule on Ozone Database Using Fuzzy Logic",Communications in Computer and Information Science , Springer (CCIS, volume 283),DOI: 10.1007/978-3-642-28926-2_55
  6. Dr. C. Deisy, and Mercelin Francis,” Implementation of Data mining algorithm with R”, IGI Book Sentiment Analysis and Knowledge Discovery in Contemporary Business, Chapter 7, ISBN10: 1522549994 DOI: 10.4018/978-1-5225-4999-4
  7. C Deisy, and Merceline Francis , Image Segmentation for Feature Extraction: A Study on Disease Diagnosis in Agricultural Plants232-257, IGI Global Book Feature Dimension Reduction for Content-Based Image Identification, chapter13, DOI: 10.4018/978-1-5225-5775-3.
  8. Mrs. B.Subbulakshmi, Ms. A. Periyanayaki, Dr. C.Deisy, Frequent Itemset Mining with elimination of null transactions over data streams, Springer - Artificial Intelligence and Evolutionary Algorithms in Engineering Systems, Advances in Intelligent Systems and Computing Volume 2, 2015, pp 353-361.
  9. C. DeisyA. M. RajeswariR. M. IndraN. JayalakshmiP. and K. Mehalaa Devi,"A Novel Relation-Based Probability Algorithm for Page Ranking in Semantic Web Search Engine", Communications in Computer and Information Science book series (CCIS, volume 141),Springer,DOI: 10.1007/978-3-642-19423-8_15
  10. Diana Moses and C. Deisy, "A Novel Lossless ECG Compression Technique for Transmission in GSM Networks",Advances in Intelligent Systems and Computing, vol 259. Springer, New Delhi: 10.1007/978-81-322-1768-8_78

 Projects

TITLE SPONSORING AGENCY AMOUNT RESPONSIBILITY
AI based Smart EYE for Visually challenged persons DST-SERB TARE Rs.18,30,000 PI
IOT for Student club AICTE SPICE Rs.1,00,000 PI
NLP based Text Classification Multimedia University Rs.1,00,000 PI
MOBILE BASED CARDIO VASCULAR DISEASE DIAGNOSIS SYSTEM FOR RURAL INDIA AICTE Rs.5,64,000/- Principal Investigator

 Consultancy

NAME OF INDUSTRY DETAILS PERIOD
Multimedia University,Malaysia Collaborative Project 20-06-2015 to 31-12-2016
Microsoft Environment set up for Virtual Machines 16-12-2013 to 31-12-2016

 Seminar, Conference, Workshop Attended

  1. 2 Days Faculty Development Programme on "Leadership Skills", 20-12-2022 to 22-12-2022
  2. Data Science and Analytics , Knowledge Network of Indian Institute of Technology, Gandhinagar, Under TEQIP-III, Jan 11-23, 2021, 11-01-2021 to 23-01-2021
  3. One week Faculty Development Program on Course Design in CDIO Curriculum, organized by TCE, 27th July and 31st July 2020, 27-07-2020 to 31-07-2020
  4. Five Days Faculty Development Programmes on AI and ITS Application, Organized by EDUX labs, 11/5/20 to 15/5/20, 11-05-2020 to 15-05-2020
  5. TEQIP-III Sponsored Two day Faculty Development Programme on Design, Develop and Deliver online courses through MOODLE platform, Organized by Department of Technical Education State Project Implementation Unit - Tamil Nadu &Coimbatore Institute of Technology, 23/4/20 t0 24/4/20, 23-04-2020 to 24-04-2020
  6. One day Workshop on "Standard Operating Procedures of TCE" ON 22.11.2016 Organized by Management Capacity Enhancement Programme Of TEQIP-TCE, 22-11-2016 to 22-11-2016
  7. DST-SERB sponsored Two Days Workshop on "Computational Intelligence for Big Data Analytics" organised by TCE 17.11.2016 TO 18.11.2016, 17-11-2016 to 18-11-2016
  8. Certificate Course on Advanced Business Analytics Using R conducted by Indian Institute of Technology, Hydrabad 21.12.2016 to 25.12.2016, 21-01-2016 to 25-01-2016
  9. TEQIP sponsored two days Residential Workshop on Basic Counseling and Psychotherapy Skills Organized by Women Cell TCE OCTOBER 16-17 ,2015, 16-10-2015 to 17-10-2015
  10. Faculty Development Workshop on "Personal Values" organized by Thiagarajar College of Engineering, Madurai during3-4 March 2015, 03-03-2015 to 04-03-2015
  11. Faculty Development Programme from September 22-27,2014 organized by Microsoft India at Microsoft GTSL Bangalore., 22-09-2014 to 27-09-2014
  12. TEQIP Sponsored two days Training Programme on Life Skills Organized by Students Counseling Cell TCE during , 30-01-2014 to 31-01-2014
  13. 3rd International Conference on Soft Computing for Problem Solving-SocPros 2013 December 26-28, 2013, IIT-Roorkee, Greater Noida Extension, New Delhi, , 26-12-2013 to 28-12-2013
  14. Faculty Development Programme on "Art of Teaching: Pedagogical Tools and Techniques", November 18th -22, 2013, Organized by National Institute of Technology, NIT Campus, Trichy,, 18-11-2013 to 22-11-2013
  15. One Day faculty Development Programme on "IT infrastructure Services-Data Center Management", Organised by CSE department of TCE and Tata Consultancy Services, Chennai, August 14th 2013. , 14-08-2013 to 14-08-2013
  16. Special Workshop on New Outcome Based Accreditation, Organised by NBA-Nodal Center, Thiagarajar College of Engineering, 9th May 2013 to 11 th May 2013., 09-05-2013 to 11-05-2013
  17. One Day faculty Development Programme on "Mobile Computing", Organised by CSE department of TCE and Tata Consultancy Services, Chennai, August 3 rd, 2012., 03-08-2012 to 03-08-2012
  18. Capacity Building of Women Managers in Higher Education UGC sponsored Faculty Development Programme organized by Providence for Women, The Nilgiris, 6th February to 10th February 2012., 06-02-2012 to 10-02-2012
  19. 113th Executive Council Meeting Chamber of the Principal Secretary to Government ,Higher Education Department ,Secretariat,Chennai. , 04-10-2011 to 04-10-2011
  20. 112 TH Special Executive Council Meeting -Mother Teresa Women's University-Kodaikanal , 21-03-2011 to 21-03-2011
  21. One Day Faculty Development Programme on "Four Year Curricula-and How to raise the bar of Competency for students organized by CSE, TCE , 30-11-2007 to 01-01-0001
  22. One Day FDP On Four Year Curricula And How To Raise The Bar Of Competency For Students., TCE,Madurai, Nov.30, 2007
  23. AICTE Sponsored Staff Development Programme On Multimedia Data Types And Formats., Dept.Of CSE, TCE, Nov 12-24,2007
  24. IBM Sponsored 2-Day Workshop On Business Intelligence , TCE,Madurai, Sept.17-18,2007
  25. Microsoft Organized Techmela Programmefor Technical Higher Education , Microsoft-Mumbai, June14-16 ,2007
  26. Short Term Course On Application Of Evolutionary Computation To Engineering Optimization Problems, Dept.Of EEE, TCE ,Madurai, May-28 to June 1, 2007
  27. TCS Excellence In Computer Science (Tecs) Week 2007 On Data Intensive Computing , Tata Research In Design And Development Centre, Pune, January 3-7 2007
  28. Faculty Development Internship Program , IIT-Kanpur, 2 weeks on November 2006
  29. Motivating The Students For Higher Studies, TCE, Oct 2006
  30. Workshop On Recent Trends In Research Area., MKU, Madurai, 27 Jan.,2006
  31. Staff Development Programe On Application Of Remote Sensing And Gis In Civil Engineering., TCE,Madurai, 23-Dec.,2005
  32. Training On Microsoft Sql Server ,Windows 2003 Server,Conducted By Indicom Software &Services, TCE,Madurai, May30-31,2005
  33. Workshop On Analysis & Design Of Algorithm, IITM,Techno Park, Thiruvananthapuram ,Kerala, August 26-27,2004
  34. Content Development & Content Assessment On Operating Systems., IITM,Techno Park, Thiruvananthapuram ,Kerala, Jan 12-13 2004
  35. Data Mining And Data Warehousingaicte Sponsored Short-Term Course., PMCTW ,Tanjore, 2 weeks,2004
  36. AICTE Sponsored National Seminar On Xml & Its Applications, TCE,Madurai, April 7 - 8, 2003
  37. Data Warehousing And Data Mining., School Of CSE,Anna University, Chennai, Mar21-22,2003
  38. Faculty Development Program, Cognizant Technology Solutions ,Chennai, Jan1-12, 2002
  39. International Conference Onnano Computing Technology Trends., Sastra, Tanjore, 2001
  40. AICTE -QIP Sponsored one week Short Term Course on " Content Delivery and Assessment Methods for CS/IT Curriculum, Organized by TCE, 11-17 th February 2019, 01-01-0001 to 01-01-0001
  41. TEQIP III Sponsored Workshop on "CDIO based Curriculum Design ", organized by TCE, 0N 26/08/19, 01-01-0001 to 01-01-0001
  42. Chaired a Session in the International Conference on Computational Intelligence(ICCI 2013) 25/4/2013, SIT, Madurai., 01-01-0001 to 01-01-0001
  43. TEQIP III Sponsored One week Workshop on " Practical Python", organized by TCE, 4/9/2017 TO 9/9/2017, 01-01-0001 to 01-01-0001
  44. AICTE-QIP Sponsored Two week Short Term course on "Deep Learning With Applications in Language, Vision and Control", Organized by TCE, 4-17 th December 2017., 01-01-0001 to 01-01-0001
  45. Chairing 2018 IEEE International Conference on Computational Intelligence and Computing Research for the Technical Paper Presentation session on SMAC ,Dec 13 th 2018, 01-01-0001 to 01-01-0001
  46. AICTE approved FDP (FDP101x) on Foundation Program in ICT for Education", Organized by IIT Bombay, August 3 rd to September 7,2017, 01-01-0001 to 01-01-0001
  47. DRDO Sponsored one day workshop on "Applications of Soft Computing Techniques in Information Retrieval and Knowledge Discovery, April 10 , 2013, 01-01-0001 to 01-01-0001
  48. IEEE Computer Society , Kerala Section on Analysis and Design of Algorithms-II, Organized by IIITM-K , Trivandrum, 26-27, August, 2005, 01-01-0001 to 01-01-0001
  49. TEQIP -III sponsored 2 days workshop on Machine learning Algorithms in Big data Analytics for Engineering Applications 11 th and 12 September , 2019, 01-01-0001 to 01-01-0001
  50. One Day program on First Chapter Convention on Quality Concepts, Hosur Sub Chapter, August 21, 2016, 01-01-0001 to 01-01-0001
  51. DST -SERB Sponsored 3 Days seminar on "Current research Trends in Computational Techniques in Bioinformatics "Organized by TCE, 21-23 rd September, 2016, 01-01-0001 to 01-01-0001
  52. TEQIP Sponsored 2 days workshop on "Big Data Analytics for Cyber Security Solutions", Organized by TCE,18-19, September, 2018., 01-01-0001 to 01-01-0001
  53. 2 Days workshop on "Capacity Building Workshop for the development of TCE online Courses", 23rd and 30 January, 2021., 01-01-0001 to 01-01-0001
  54. TEQIP II Sponsored one week workshop on " Real Time Data Analytics ", Organized by TCE, 9-15 th March, 2017, 01-01-0001 to 01-01-0001
  55. Resource Person for AICTE -QIP Sponsored one week short term course on "Research Issues and Challenges in Data Science and Big data Analytics", 18/3/2019 to 24/3/2019., 01-01-0001 to 01-01-0001

 Seminar, Conference, Workshop Organised

  1. AICTE SPICES Sponsored IoT expo 07-03-2024 , 07-03-2023 to 07-03-2023
  2. TEQIP Sponsored Twinning Programme on "TCE-HBTU 36 Hours Hackathon" Organized by Thiagarajar college of engineering, Madurai, 27-01-2020 to 28-01-2020, 27-01-2020 to 28-01-2020
  3. “Honeywell Automation Challenge Hackathon 2019 – 36 Hours Hackathon”, Thiagarajar college of Engineering, Madurai-625015,, 09-02-2019 to 10-02-2019, 09-02-2019 to 10-02-2019
  4. CREATRIX 2018 - A 24 Hrs Hackathon, Theme: Empowerment of Society through IT, Venue: Department of Information Technology, Thiagarajar college of Engineering, Madurai-625015, 26-10-2018 to 27-10-2018, 26-10-2018 to 27-10-2018
  5. AICTE-QIP Sponsored Two Weeks STTP on Deep Learning with Applications in Language, Vision & Control 4.12.2017 TO 17.12.2017, 04-12-2017 to 17-12-2017
  6. TEQIP-II Sponsored Three Days Hands on Workshop on Artificial Intelligence Tools from 23rd January 2017 to 25th Jauary 2017, 23-01-2017 to 25-01-2017
  7. one day workshop “CONTENT MANAGEMENT SYSTEMS” at CSE seminar hall, Thiagarajar College of Engineering ,Madurai , 29-08-2016 to 29-08-2016
  8. 2-Days TEQIP sponsored National Conference on Research Challenges in SMAC Organized at Thiagarajar College of Engineering, Madurai, 29-01-2016 to 30-01-2016
  9. 3 days Soft Skill Training Programme organised for Final Year Students from , 14-06-2014 to 16-06-2014
  10. Microsoft Technical Lab Launch and Technical Contest Conducted by Microsoft GTSL, Bangalore on December 16TH 2013., 16-12-2013 to 16-12-2013
  11. WOWZAPP:2012- Worldwide Hackathon for Windows organized at Thiagarajar college of Engineering, Madurai., 09-11-2012 to 09-11-2012
  12. 2-Days National Conference on Emerging Trends in Knowledge Engineering,Thiagarajar College Of Engineering , 26-11-2010 to 27-11-2010
  13. 3 -Day Inter Departmental Seminar On Data Structures And Algorithms., Thiagarajar College Of Engineering, 24.03.06 To26.03.06
  14. 3 -Day Inter Departmental Seminar On Analysis Of Algorithms., Thiagarajar College Of Engineering, 23.09.05 - 25.09.05
  15. One day Workshop on Emac Os and its applications conducted by Mr.Surendran,Apple Systems,Bangalore, 24.3.2005, 24-03-2005 to 24-03-2005
  16. Aicte Sponsored National Workshop On Data Warehousing And Data Mining, Thiagarajar College Of Engineering , 18th & 19th Nov 2004
  17. One day Worhshop for ME students on UML and its applications , Delivered by Dr. N.Sivaram, HR, Honeywell, Madurai, on 17.11.2004, 17-11-2004 to 17-11-2004
  18. It Opportunities In Western Countries, Thiagarajar College Of Engineering, 26.8.2004
  19. Special Lecture Organised for UG CSE students :" How to prepare Campus Interview " , Lecture delivered by C.Vinodh, Software Engineer, Hyderabad 10.8.2004, 10-08-2004 to 10-08-2004
  20. One Day College level Appathon 2020 contest for Mobile App Development program on 10/01/2020, 01-01-0001 to 01-01-0001
  21. TEQIP -III sponsored 2 days workshop on Machine learning Algorithms in Big data Analytics for Engineering Applications 11/9/2019 to 12/9/2019, 01-01-0001 to 01-01-0001

 M.E./Ph.D. Scholars

NAME OF SCHOLAR COURSE AREA OF RESEARCH STATUS
D.Anitha Ph.D Automatic Selection and Sequencing of Learning Objects in Adaptive Education Systems Based on Learner Traits Completed
K.Arul Deepa Ph.D A cascaded Framework for Detection , Characterization and Resolution of Tamil Pronominal References in Imbalanced datasets Completed
A.M.Rajeswari Ph.D Semi Supervised Associative Classifier for Outlier Detection in Skewed Databases Completed
K.Murugeswari Ph.D A Framework for Analyzing the text embedded images using Steganalysis Completed
M.Pradeepa Ph.D Enhanced Automatic Extraction of Target Based Multi word Expression with Clustering Technique for opinion Mining Completed
S.Illankumaran Ph.D Data mining Completed
B. Subbulakshmi Ph.D A Frame work for Mining of Frequent patterns and Class Association Rules from Incremental data Completed
Diana Moses Ph.D Real Time Cardio Vascular Disease Diagnosis on Mobile Devices using Novel Methods for ECG Compression , Extraction and Classification Completed
Merceline Fransis Ph.D Opinion Mining Completed
P.Pon Abisheka Ph.D Text Mining Ongoing
P. Sharmila Ph.D HICA: A NOVEL HIERARCHICAL FRAMEWORK FOR SEQUENCE MODELING USING INTRA-CROSS ATTENTION NETWORK Completed
R.Saraswathi Meena Ph.D MEDICAL DATA ANALYTICS Ongoing
Bhuvaneshwaran A Ph.D Software Reliability using Machine learning Approaches Ongoing
A.Indurani Ph.D Machine Learning Approaches for Medical images Ongoing
T.Saranya Ph.D Deeplearning Approaches for Agriculture Ongoing
P.Vijaya Praba Ph.D Cognitive Science Ongoing

 Lectures Delivered

TOPIC DELIVERED AT PERIOD
NLP for Tamil Translation Faculty Development Programme, Anna University, Madurai 09-02-2023 to 09-02-2023
Innovative Teaching Methods AICTE Funded 2 week FDP, St.Peter's College, Hyderabad 03-04-2021 to 03-04-2021
Effective Class Handling and Innovative teaching methods AICTE Funded 2 Week FDP on Outcome Based Education , St.Peter's Engg College, Hydrabad,2020 04-12-2020 to 04-12-2020
Data classification using Deep learning FDP-Harcourt Butler Technical University,Kanpur 12-03-2019 to 12-03-2019
CNN for Data classification Thiagarajar College of Engineering, FDP 22-11-2018 to 24-11-2018
Text Analytics using R AICTE-QIP Sponsored Two Weeks STTP on Deep Learning with Applications in Language, Vision & Control organized by TCE 05-12-2017 to 05-12-2017
TEXT MINING USING R TOOL TEQIP SPONSORED FACULTY DEVELOPMENT PROGRAMME,COLLEGE OF ENGG,ADOOR,KERALA 22-03-2017 to 22-03-2017
Demonstration on Moodle Content Management Systems TEQIP Sponsored One day FDP on Content Management Systems, organised by CSE Department, TCE 29-08-2016 to 29-08-2016
TEXT Analytics for Business Intelligence TEQIP Sponsored six days Facuty Development Programme on Data Analytics for Business Intelligence 11-08-2016 to 13-08-2016
Internet of Things and Its Applications TEQIP sPONSORED Workshop on "Advances in Mobile And Web applications, AC Tech, Karaikudi 23-02-2016 to 23-02-2016
Demonstration on data mining weka tool Faculty development programme at KLNCE, Madurai 01-10-2015 to 01-10-2015
Key note speech on Big Data Sethu Institute of Technology, International Conference 09-04-2015 to 09-04-2015
Motivating the Young students on Chrysalis EVENT Vikasa Matriculation School,Madurai 30-01-2015 to 30-01-2015
Demonstration on data mining Classification Tools UGC Sponsored programme, Meenakshi College ,Madurai 20-01-2015 to 20-01-2015
Finding Near duplicates in Text Retrival Kamaraj College of Engineering 06-09-2014 to 06-09-2014
Memory Hierarchy Anna University sponsored seven days FDTP on Computer Architecture Thiagarajar College of Engineering,Madurai08-07-2014 to 15-07-2014 08-07-2014 to 15-07-2014
Text Compression and finding near duplicates PSG Tech-Coimbatore 28-04-2014 to 28-04-2014
Women Empowerment Mother Teresa University-Kodaikanal 21.3.2011
Classification Clustering Techniques KLN College of Engineering-Madurai
Faculty development Programme on Recent Trends in Data Mining Thiagarajar College of Engineering
Interactive Algorithms for Feature Selection Cresant Engineering College -Chennai 18/9/10
Recent Reserach Issues in Data mining Faculty Development Programme - KLNCIT Engineering College March 2010
Data Mining Techniques Kamaraj College of Engineering Feburary 2010
Currency Recognition System By Svm Fdp On Multi Media Data Types And Formats,Dept.Of Cse,Thiagarajar College Of Engineering 20/11/2007
Ant Colony Optimization Short Term Course On Application Of Evolutionary Computation To Engineering Optimization Problems, Dept.Of Eee, Tce 30 th MAY 2007
Operating Sytems Memory Management Fdp , Kln College Of Information Technology Dec.7,2006
Operating Systems Rvs College Of Engineering,Dindigul Dec .2 ,2006
Cryptography and Network Security. Thiagarajar College of Engineering, Madurai
Application of Six Sigma Process Thiagarajar College of Engineering, Madurai
Data Mining Decision Tree Algorithm Faculty Development Programme - Kongu Engineering College November 2005
Emac Os and its applications Thiagarajar College of Engineering, Madurai
Data Mining For Classification Quality Improvement Programme In Computer Science,Fatima College ,Madurai 18/1/2005
Communication Skill Development Thiagarajar College of Engineering, Madurai
Data Mining Algorithms Faculty Development Programme - Kongu Engineering College November 2004

  Awards and Honours

  1. Out Standing Contribution in Reviewing, Applied Soft Computing, Elsevier, Amsterdam,The Netherlands
  2. Session chair for international Conference on soft computing, Noida Campus, New Delhi, IIT-Roorke
  3. Executive Council Member, Executive Council Member-Mother Tresa University
  4. Journal Reviewer , Elsevier Journal of Applied Soft Computing
  5. Received Cash Award For 100% Result, Thiagarajar College of Engineering

 Visits Abroad

PLACE PURPOSE DURATION
Monash University, Kulalumpur,Malaysia Collaboration 2 days
Multimedia University, Melaka, Malaysia MOU Collaboration 3 days

 Membership

NAME OF SOCIETY DETAILS PERIOD
Computer Society of India Life Member 2006
Indian Society for Technical Education Life Member 2004

  Other Achievements

  1. Reviewer in Computers and Electronics in Agriculture, Elsevier
  2. Reviewer in IEEE access
  3. Received Silver Award for 5S implementation at TCE Ladies -FromQuality Cirle Forum of India
  4. Proceedings of the National Academy of Sciences, India, Springer
  5. Reviewer in Proceedings of the National Academy of Sciences, India, Springer
  6. Reviewer in Inderscience
  7. Reviewer in Elsevier Journal of Applied Soft Computing-2010