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Dr VIJAYALAKSHMI S

MCA,MPhil,PhD
SCHOOL OF SCIENCES

Articles in Journals

Sl.No. Title Name of Journal Date of Publication Volume No/Issue No/Page No
1 Stacked LSTM and Kernel-PCA-based Ensemble Learning for Cardiac Arrhythmia Classification International Journal of Advanced Computer Science and Applications 01-Oct-2023 14 / 09 / 39-48

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) VIJAYALAKSHMI S,AZWEEN ABDULLAH,S. NITHYA,M. MARY SHANTHI RANI,BALAMURUGAN BALUSAMY
Title of Article Stacked LSTM and Kernel-PCA-based Ensemble Learning for Cardiac Arrhythmia Classification
Name of Journal International Journal of Advanced Computer Science and Applications
Volume No 14
Issue No 09
Page No 39-48
URL https://thesai.org/
Date of Publication 01-Oct-2023
2 Foetal brain extraction using mathematically modelled local foetal minima International Journal of Biomedical Engineering and Technology 26-Jul-2023 42 / 3 / 225-243

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) VIJAYALAKSHMI S,DURGADEVI P
Title of Article Foetal brain extraction using mathematically modelled local foetal minima
Name of Journal International Journal of Biomedical Engineering and Technology
Volume No 42
Issue No 3
Page No 225-243
URL https://www.inderscienceonline.com/doi/10.1504/IJBET.2023.132544
Date of Publication 26-Jul-2023
3 A Precise Computational Method for Hippocampus Segmentation from MRI of Brain to Assist Physicians in the Diagnosis of Alzheimer's Disease International Journal of Computational Intelligence and Applications 30-Sep-2022 21(3) / 2250020 (2022) / 2250020-2250020

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) VIJAYALAKSHMI S,T.GENISH,S.KAVITHA
Title of Article A Precise Computational Method for Hippocampus Segmentation from MRI of Brain to Assist Physicians in the Diagnosis of Alzheimer's Disease
Name of Journal International Journal of Computational Intelligence and Applications
Volume No 21(3)
Issue No 2250020 (2022)
Page No 2250020-2250020
URL https://www.worldscientific.com/worldscinet/ijcia
Date of Publication 30-Sep-2022
4 Detection and Classification of Colorectal Polyp Using Deep Learning BioMed Research International 14-Apr-2022 2022 / / -

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) VIJAYALAKSHMI S,SUSHAMA TANWAR, MUNISH SA
Title of Article Detection and Classification of Colorectal Polyp Using Deep Learning
Name of Journal BioMed Research International
Volume No 2022
Issue No
Page No -
URL https://www.hindawi.com/journals/bmri/journal-report/
Date of Publication 14-Apr-2022
5 Alleviating Data Storage Challenge Through Virtualization Of Blockchain Embedded With Internet Of Things / Indian Journal of Computer Science and Engineering (IJCSE) 02-Apr-2022 13 / / 312-323

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) VIJAYALAKSHMI S,M. VIVEK ANAND, DR. MUNISH SABHARWAL
Title of Article Alleviating Data Storage Challenge Through Virtualization Of Blockchain Embedded With Internet Of Things
Name of Journal / Indian Journal of Computer Science and Engineering (IJCSE)
Volume No 13
Issue No
Page No 312-323
URL http://www.ijcse.com/ijcse-aboutus.html
Date of Publication 02-Apr-2022

Participation in Seminars/Conferences/Symposium

Sl.No. Type of Program Role Name of Program Title of Paper Date Organising Institution Level
1 Conference Organizer IACIDS 23/11/2023 Christ University International
2 Conference Presenter Seventh Global Conference on Computing and Media Technology An Enhanced RFM Based Customer Value Segmentation and Valuation 14/09/2023 Asia Pacific University International
3 Conference Moderator/Chair Seventh Global Conference on Computing and Media Technology 14/09/2023 Asia Pacific University International
4 Conference Co-presenter EO2023 06/02/2023 Ahlia University International
5 Conference Presenter TES2023 Analysis and Prediction of Suitable Model for Coconut Production Estimates in South Indian States 04/01/2023 Chiang Mai University International
6 Conference Presenter TES2023 Portfolio Diversification Using Enhanced Markowitz Model With Traditional Asset Classes and Cryptocurrencies 04/01/2023 Chiang MAi University International
7 Conference Moderator/Chair ICAC3N-22 16/12/2022 GCET International
8 Conference Presenter ICA3CN Customer Segmentation and Future Purchase prediction using RFM measures 16/12/2022 GCET International
9 Conference Presenter ICAC3N Sentiment Analysis on Amazon Product Review 16/12/2022 GCET International
10 Conference Presenter ICAC3N A Comparative Analysis On Machine Learning Algorithm for Score Prediction and Proposal of Enhanced Naïve Bayes 16/12/2022 GCET International
11 Conference Presenter ICAC3N Security Intensification using Blockchain coupled with Internet of Things: Proposal, Challenges and Anatomization 16/12/2022 GCET International
12 Conference Presenter ICAC3N An Effecient Approach to Detect Fraud Instagram Accounts Using Supervised ML Algorithms 16/12/2022 GCET International
13 Conference Moderator/Chair TQCEBT 13/10/2022 Christ University International
14 Conference Presenter ICACITE-2022 Prevention of Data Breach by Machine Learning Techniques 28/04/2022 GCET International
15 Conference Presenter ICACITE Image Recognition, Recursion Cellular Image classification and Detecting Microscopic Deformities 28/04/2022 GCET International
16 Conference Presenter ICACITE-2022 Customer Next Order Prediction using Machine Learning in Ecommerce 28/04/2022 GCET International
17 Conference Presenter ICACITE-2022 Social Media Sentiment Analysis of Stock Market on Tweets 28/04/2022 GCET International
18 Conference Presenter ICACITE-2022 Improvement to recommendation system using hybrid techniques 28/04/2022 GCET International
19 Conference Presenter ICACITE-2022 An Efficient Face Recognition System using Deep Transfer Learning 28/04/2022 GCET International
20 Conference Presenter IDSCS'22 Computer Assisted Unsupervised Extraction and Validation Technique for Brain Images from MRI 11/02/2022 Christ University International
21 Conference Presenter IDSCS'22 Automated Fetal Brain Localization, Segmentation and Abnormalities Detection through Random Sample Consensus 11/02/2022 Christ University International
22 Conference Moderator/Chair IDSCS'22 11/02/2022 Christ University International
23 Conference Presenter ICAC3N-21 Alzheimer?s Disease Detection using Machine Learning: A Review 17/12/2021 Galgotias Educational Institutions International
24 Conference Presenter ICAC3N-21 Scrutiny In-Utero to recognize Fetal Brain MRI Anomalies 17/12/2021 GAlgotias Educational Institutions International
25 Conference Moderator/Chair Congress on Interlligent Systems 04/09/2021 Christ University International
26 Conference Presenter Recent Trends in Parallel and Distributed Processing Techniques(RTPDP-2021) Normal and Abnormal Fetal Brain Image Classification using Convolutional Neural Network 09/07/2021 Galgotias College of Engineering and Technology International
27 Conference Presenter Recent Trends in Parallel and Distributed Processing Techniques(RTPDP-2021) Fetal Brain Localization, Segmentation and Anomalies Detection Through Random Forest Classification 09/07/2021 Galgotias College of Engineering and Technology International
28 Conference Presenter Recent Trends in Parallel and Distributed Processing Techniques(RTPDP-2021) Image Enhancement using Different Filters for Remotely Sensed Data 09/07/2021 algotias College of Engineering and Technology International
29 Conference Moderator/Chair Recent Trends in Parallel and Distributed Processing Techniques(RTPDP-2021) 09/07/2021 Galgotias College of Engineering and Technology International
30 Conference Presenter IDSCS 2021 Early Prediction Of Plant Disease Using Ai Enabled IOT 16/04/2021 Christ University International

Invited Talks

Sl.No. Title of the Program Name of the Program Date Name of the Institution
1 AI in Data Science TECH TALES-IoT 09/08/2023 Sathyabama Institute of Science and Technology
2 Role of AI in Data Science W-AIMS 2022 08/09/2022 Gandhigram Rural Isntitute(Deemed to be University)

MPhil/PhD Guided/Adjudicated

Sl.No. Title Name of Student Institution Month Year
1 Fully Automatic Methods For Brain Tumor Analysis And Prediction Of Survival Rate Using Mri Of Human Head Scans N.KALAICHELVI The Gandhigram Rural Institute
2 Development of techniques for hippocampus segmentation from human brain MRI- Scan and Alzheimer's disease detection Savita Galgotias University May 2022
3 Development of techniques for extraction of fetal brain from magnetic resonance imaging (MRI) scans and abnormality detection Durgadevi Galgotias University May 2022
4 QoS Guaranteed Resource Provisioning And Service Recommendation Model For Cloud Computing S. BEGHIN BOSE Christ University
5 A Novel Approach For Banana Species Classification And Maturity Identification Using Deep Learning Techniques VIJAYALAKSHMI.M Christ University
6 Development Of Enhanced Intelligent Deep Learning Models For Plant Leaf Disease Prediction And Detection R. SANGEETHA Christ University
7 . GAIKWAD NILIMA SATYWAN Christ University July 2023

Patents

Sl.No. Title of Invention Inventor(s) Filing Date
1 WATER SAFE SMARTWATCH FOR ADAPTIVE SWIM MONITORING VIJAYALAKSHMI S,VINUTHA A,DR.M.MARY SHANTHI RANI,DR.E.MARY SHYLA,A. ARUL SELVAN GNANAMONICKAM 02-Mar-2024

Additional information

Title of Invention WATER SAFE SMARTWATCH FOR ADAPTIVE SWIM MONITORING
Applicant/Co-Applicant
Applicant (s)
Inventor /Co-Inventor
Inventor (s) VIJAYALAKSHMI S,VINUTHA A,DR.M.MARY SHANTHI RANI,DR.E.MARY SHYLA,A. ARUL SELVAN GNANAMONICKAM
Type of Specification Provisional
Type of Patent
Granted/Awarded Date
Publication/Application Date 29-Mar-2024
Application/Filing Date 02-Mar-2024
IPC Number
Publication Number 13/2024
Patent Number 202421015659
Field of Invention BIO-MEDICAL ENGINEERING

Research Project

Sl.No. Name of the Research Project Investigator(s) Sponsors Internal/External
1 IACIDS VIJAYALAKSHMI S, LIJA JACOB SERB External

Workshop/FDP/Training programme Attended

Sl.No. Name of the Workshop/FDP/Training programme Name of Oraganiser Level Date
1 Online National Level Workshop on Data Analysis and Ethics in Research Christ College National 14/02/2023
2 HTML and Basic Web Designing ICDI,CMU International 02/01/2023
3 W-AIMS 2022 DCSA National 05/09/2022
4 Tableau 2022 A-Z Udemy International 01/07/2022
5 FDP on Effective Teaching Strategies for Higher Educational Institutions Department of Data Science Institutional 09/04/2022
6 Applications of Cognitive Radio Networks Department of Electronics and Communication Engineering International 01/04/2022
7 ?Excel for Analytics Department of Data Science Institutional 15/01/2022
8 Data Visualization in Excel Coursera International 15/01/2022
9 Application of Data Science, Artificial Intelligence and Machine learning in Health Science, Social and Business Perspect Rayat-Bahra University International 11/10/2021
10 Mathematics for Data Sciences ATAL International 26/07/2021
11 Google Cloud Platform Fundamentals: Core Infrastructure Coursera International 10/07/2021
12 Essential Google Cloud Infrastructure: Foundation Coursera International 10/07/2021
13 Essential Google Cloud Infrastructure: Core Services Coursera International 10/07/2021
14 Elastic Google Cloud Infrastructure: Scaling and Automation Coursera International 10/07/2021
15 Reliable Google Cloud Infrastructure: Design and Process Coursera International 10/07/2021
16 Advancements inData Science using Informatica Vignan's Institute of Engineering for women International 21/06/2021
17 Advance Networking Concepts IIT, Kanpur International 14/06/2021
18 Faculty Development Program on Python E & ICT Academy, IIT Kanpur (A Joint Initiative of MeitY & IIT Kanpur) International 24/05/2021
19 ?Empowerment Through Quality Technical Education? department of Electronics and Telecommunication Engineering and Internal Quality Assurance Cell (IQAC) of Dr. D Y Patil School of Engineering International 24/05/2021
20 Faculty Development Program on Advanced Excel with Data Visualization E & ICT Academy, IIT Kanpur (A Joint Initiative of MeitY & IIT Kanpur) International 17/05/2021
21 Faculty Development Program on Cloud computing E & ICT Academy, IIT Kanpur (A Joint Initiative of MeitY & IIT Kanpur) International 10/05/2021
22 Faculty Development Program on Data Science E & ICT Academy, IIT Kanpur International 19/04/2021
23 UGC-SAP Sponsored Virtual National Workshop on Artificial Intelligence and its Multi-Disciplinary Stances (AIMS-2021) DEPARTMENT OF COMPUTER SCIENCE AND APPLICATIONS National 22/03/2021
24 Quality Improvement Program on Hybrid Teaching Staff Development College, CHRIST University 02/03/2021

Awards/Achievements/Others

Sl.No. Name of the Awards/Achievements/Others Description Organisation Month/ Year
1 Best Paper Award Galgotias College of Engineering and Technology 09 July 2021
2 Best Paper Award GCET 16 December 2022
3 Best Paper Award Ahlia University 06 February 2023

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