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Dr NIZAR BANU P K

MSc, MCA, MPhil, PhD


COMPUTER SCIENCE
SCHOOL OF SCIENCES
BANGALORE CENTRAL CAMPUS
 Print Profile

Sl.No. Title Name of Periodical Periodicity Date
Sl.No. Title Name of Journal Date of Publication Volume No/Issue No/Page No
1 Feature Engineering for Epileptic Seizure Classification Using SeqBoostNet International Journal of Computing and Digital Systems 18-Feb-2025 / /

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Sole Authored /Co Authored
Author Name (s) NIZAR BANU P K
Title of Article Feature Engineering for Epileptic Seizure Classification Using SeqBoostNet
Name of Journal International Journal of Computing and Digital Systems
Volume No
Issue No
Page No
URL https://ijcds.uob.edu.bh/
Date of Publication 18-Feb-2025
2 Automated epileptic seizure classification using adaptive fast Fourier transform with non-uniform sampling and improved deep belief network International Journal of Intelligent Engineering Informatics 30-Oct-2024 2 / 4 /

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Sole Authored /Co Authored
Author Name (s) NIZAR BANU P K ,JANARDHAN D C
Title of Article Automated epileptic seizure classification using adaptive fast Fourier transform with non-uniform sampling and improved deep belief network
Name of Journal International Journal of Intelligent Engineering Informatics
Volume No 2
Issue No 4
Page No
URL https://www.inderscienceonline.com/journal/ijiei
Date of Publication 30-Oct-2024
3 A survey of blockchain: concepts, applications and challenges International Journal of Computing Science and Mathematics 26-Jul-2023 17 / 2 /

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Sole Authored /Co Authored
Author Name (s) NIZAR BANU P K , ABHISHEK TAPARIA
Title of Article A survey of blockchain: concepts, applications and challenges
Name of Journal International Journal of Computing Science and Mathematics
Volume No 17
Issue No 2
Page No
URL https://www.inderscience.com/jhome.php?jcode=ijcsm
Date of Publication 26-Jul-2023
4 Robust Feature Selection Using Rough Set-Based Ant-Lion Optimizer for Data Classification International Journal of Sociotechnology and Knowledge Development 24-Aug-2022 14 / 1 /

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Sole Authored /Co Authored
Author Name (s) NIZAR BANU P K ,AHMAD TAHER AZAR
Title of Article Robust Feature Selection Using Rough Set-Based Ant-Lion Optimizer for Data Classification
Name of Journal International Journal of Sociotechnology and Knowledge Development
Volume No 14
Issue No 1
Page No
URL https://www.igi-global.com/journal/international-journal-sociotechnology-knowledge-development/1108
Date of Publication 24-Aug-2022
5 Performance Analysis of Clustering Algorithms for Dyslexia Detection ECS Transactions 15-Jul-2022 107 / 1 /

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Sole Authored /Co Authored
Author Name (s) NIZAR BANU P K ,ANUPAMA SHARANNAVAR
Title of Article Performance Analysis of Clustering Algorithms for Dyslexia Detection
Name of Journal ECS Transactions
Volume No 107
Issue No 1
Page No
URL https://iopscience.iop.org/article/10.1149/10701.10021ecst
Date of Publication 15-Jul-2022
6 Fuzzy based Manu's fire segmentation algorithm International Journal of Intelligent Engineering Informatics 03-Nov-2020 8 / 3 /

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Sole Authored /Co Authored
Author Name (s) NIZAR BANU P K ,PRATIK CHHETRI
Title of Article Fuzzy based Manu's fire segmentation algorithm
Name of Journal International Journal of Intelligent Engineering Informatics
Volume No 8
Issue No 3
Page No
URL https://www.inderscience.com/jhome.php?jcode=ijiei
Date of Publication 03-Nov-2020
7 Analysis of Phishing Detection Using Logistic Regression and Random Forest Journal of Applied Information Science 30-May-2020 8 / 1&2 /

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Category
Sole Authored /Co Authored
Author Name (s) NIZAR BANU P K ,GOKUL S
Title of Article Analysis of Phishing Detection Using Logistic Regression and Random Forest
Name of Journal Journal of Applied Information Science
Volume No 8
Issue No 1&2
Page No
URL http://www.publishingindia.com/jais/
Date of Publication 30-May-2020
8 An Efficient Methodology for Resolving Uncertain Spatial References in Text Documents. International Journal of Service Science, Management, Engineering, and Technology 29-Feb-2020 11 / 11 /

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Sole Authored /Co Authored
Author Name (s) NIZAR BANU P K ,DEENA G,RAJA K,KANNAN K
Title of Article An Efficient Methodology for Resolving Uncertain Spatial References in Text Documents.
Name of Journal International Journal of Service Science, Management, Engineering, and Technology
Volume No 11
Issue No 11
Page No
URL https://www.igi-global.com/journal/international-journal-service-science-management/1132
Date of Publication 29-Feb-2020
9 Developing the assessment questions automatically to determine the cognitive level of the e-learner using NLP techniques International Journal of Service Science, Management, Engineering, and Technology 13-Feb-2020 11 / 2 /

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Sole Authored /Co Authored
Author Name (s) NIZAR BANU P K ,DEENA G,RAJA K,KANNAN K
Title of Article Developing the assessment questions automatically to determine the cognitive level of the e-learner using NLP techniques
Name of Journal International Journal of Service Science, Management, Engineering, and Technology
Volume No 11
Issue No 2
Page No
URL https://www.igi-global.com/journal/international-journal-service-science-management/1132
Date of Publication 13-Feb-2020
10 Comparative study of Text Mining Algorithms for extracting medical symptoms from unstructured text International Journal of Research in Advent Technology 05-Mar-2019 / /

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Sole Authored /Co Authored
Author Name (s) NIZAR BANU P K ,HETVEE SANJAY PATEL,SHILPA M VARGHESE,SNEHA KARANJAI
Title of Article Comparative study of Text Mining Algorithms for extracting medical symptoms from unstructured text
Name of Journal International Journal of Research in Advent Technology
Volume No
Issue No
Page No
URL http://www.ijrat.org/downloads/Conference_Proceedings/Special_Issue_March-19/Paper%20ID-140
Date of Publication 05-Mar-2019
11 Comparative study of Machine Learning Algorithms for Predicting Diseases Based on Symptoms International Journal of Research in Advent Technology 05-Mar-2019 / /

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Category
Sole Authored /Co Authored
Author Name (s) NIZAR BANU P K ,SNEHA KARANJAI,SHILPA M VARGHESE,HETVEE SANJAY PATEL
Title of Article Comparative study of Machine Learning Algorithms for Predicting Diseases Based on Symptoms
Name of Journal International Journal of Research in Advent Technology
Volume No
Issue No
Page No
URL http://www.ijrat.org/downloads/Conference_Proceedings/Special_Issue_March-19/Paper%20ID-139
Date of Publication 05-Mar-2019
12 Analysis of Supervised and Unsupervised Technique for Authentication Dataset International Journal of Engineering and Technology(UAE) 15-Nov-2018 7 / 4 /

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Category
Sole Authored /Co Authored
Author Name (s) NIZAR BANU P K ,RAHUL DUBEY
Title of Article Analysis of Supervised and Unsupervised Technique for Authentication Dataset
Name of Journal International Journal of Engineering and Technology(UAE)
Volume No 7
Issue No 4
Page No
URL https://www.sciencepubco.com/index.php/ijet/article/view/21503
Date of Publication 15-Nov-2018
13 Brain Tumor Segmentation and Detection Using MRI Images International Journal of Mechanical Engineering and Technology 05-May-2018 9 / 5 /

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Sole Authored /Co Authored
Author Name (s) NIZAR BANU P K ,BINU THOMAS
Title of Article Brain Tumor Segmentation and Detection Using MRI Images
Name of Journal International Journal of Mechanical Engineering and Technology
Volume No 9
Issue No 5
Page No
URL https://iaeme.com/Home/journal/IJMET
Date of Publication 05-May-2018
14 Comparison of TDD and Pair Programming For Improving Software Quality International Journal of Civil Engineering & Technology 31-Jan-2018 9 / 1 /

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Category
Sole Authored /Co Authored
Author Name (s) NIZAR BANU P K ,SUSHMA V S
Title of Article Comparison of TDD and Pair Programming For Improving Software Quality
Name of Journal International Journal of Civil Engineering & Technology
Volume No 9
Issue No 1
Page No
URL http://www.iaeme.com/ijciet/issues.asp?VType=9&IType=1&JType=IJCIET&PageNumber=2
Date of Publication 31-Jan-2018
15 Prediction of Software Defects Using Object-Oriented Metrics International Journal of Civil Engineering & Technology 31-Jan-2018 9 / 1 /

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Category
Sole Authored /Co Authored
Author Name (s) NIZAR BANU P K ,POOJA U
Title of Article Prediction of Software Defects Using Object-Oriented Metrics
Name of Journal International Journal of Civil Engineering & Technology
Volume No 9
Issue No 1
Page No
URL https://iaeme.com/Home/journal/IJCIET
Date of Publication 31-Jan-2018
16 Lung Tuberculosis Detection Using X-Ray Image International Journal of Applied Engineering Research 28-Dec-2017 12 / 24 /

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Category
Sole Authored /Co Authored
Author Name (s) NIZAR BANU P K ,BETSY ANTONY
Title of Article Lung Tuberculosis Detection Using X-Ray Image
Name of Journal International Journal of Applied Engineering Research
Volume No 12
Issue No 24
Page No
URL http://www.ripublication.com/ijaer.htm
Date of Publication 28-Dec-2017
17 Fuzzy firefly clustering for tumour and cancer analysis International Journal of Modelling, Identification and Control 21-Mar-2017 27 / 2 /

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Category
Sole Authored /Co Authored
Author Name (s) NIZAR BANU P K ,AHMAD TAHER AZAR,HANNAH INBARANI H
Title of Article Fuzzy firefly clustering for tumour and cancer analysis
Name of Journal International Journal of Modelling, Identification and Control
Volume No 27
Issue No 2
Page No
URL https://www.inderscience.com/jhome.php?jcode=ijmic
Date of Publication 21-Mar-2017
18 Gene Clustering Using Metaheuristic Optimization Algorithms International Journal of Applied Metaheuristic Computing 01-Oct-2015 6 / 4 /

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Category
Sole Authored /Co Authored
Author Name (s) NIZAR BANU P K ,ANDREWS S
Title of Article Gene Clustering Using Metaheuristic Optimization Algorithms
Name of Journal International Journal of Applied Metaheuristic Computing
Volume No 6
Issue No 4
Page No
URL https://www.igi-global.com/journal/international-journal-applied-metaheuristic-computing/1139
Date of Publication 01-Oct-2015
19 Performance Analysis of Hard and Soft Clustering Approaches For Gene Expression Data International Journal of Rough Sets and Data Analysis 19-Aug-2015 2 / 1 /

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Category
Sole Authored /Co Authored
Author Name (s) NIZAR BANU P K ,S ANDREWS
Title of Article Performance Analysis of Hard and Soft Clustering Approaches For Gene Expression Data
Name of Journal International Journal of Rough Sets and Data Analysis
Volume No 2
Issue No 1
Page No
URL https://www.igi-global.com/journal/international-journal-rough-sets-data/73546
Date of Publication 19-Aug-2015
20 Harmony Search PSO Clustering for Tumor and Cancer Gene Expression Dataset International Journal of Swarm Intelligence Research 26-Jul-2014 5 / 3 /

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Category
Sole Authored /Co Authored
Author Name (s) NIZAR BANU P K ,ANDREWS S
Title of Article Harmony Search PSO Clustering for Tumor and Cancer Gene Expression Dataset
Name of Journal International Journal of Swarm Intelligence Research
Volume No 5
Issue No 3
Page No
URL https://www.igi-global.com/journal/international-journal-swarm-intelligence-research/1149
Date of Publication 26-Jul-2014
21 Feature selection using swarm-based relative reduct technique for fetal heart rate Neural Computing and Applications 04-Feb-2014 25 / /

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Category
Sole Authored /Co Authored
Author Name (s) NIZAR BANU P K ,HANNAH INBARANI H,AHMAD TAHER AZAR
Title of Article Feature selection using swarm-based relative reduct technique for fetal heart rate
Name of Journal Neural Computing and Applications
Volume No 25
Issue No
Page No
URL https://link.springer.com/journal/521
Date of Publication 04-Feb-2014
22 A Comparative Analysis of Rough Set Based Intelligent Techniques for Unsupervised Gene Selection International Journal of System Dynamics Applications 14-Feb-2013 2 / 4 /

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Category
Sole Authored /Co Authored
Author Name (s) NIZAR BANU P K ,HANNAH INBARANI H
Title of Article A Comparative Analysis of Rough Set Based Intelligent Techniques for Unsupervised Gene Selection
Name of Journal International Journal of System Dynamics Applications
Volume No 2
Issue No 4
Page No
URL https://www.igi-global.com/journal/international-journal-system-dynamics-applications/51803
Date of Publication 14-Feb-2013
23 Analysis of Click Stream Patterns using Soft Biclustering Approaches International Journal of Information Technologies and Systems Approach 05-Jan-2011 4 / 1 /

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Category
Sole Authored /Co Authored
Author Name (s) NIZAR BANU P K ,HANNAH INBARANI H
Title of Article Analysis of Click Stream Patterns using Soft Biclustering Approaches
Name of Journal International Journal of Information Technologies and Systems Approach
Volume No 4
Issue No 1
Page No
URL https://www.igi-global.com/journal/international-journal-information-technologies-systems/1098
Date of Publication 05-Jan-2011
Sl.No. Title URL Subject Month Year
Sl.No. Type of Book Title Title of Book/Chapter/Article/Case Study) ISBN Month Year
1 Text book Fundamentals of Data Structures in C Fundamentals of Data Structures in C 978-93-87234-21-5 Sep-2018

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Type of Book Text book
Type of Work Book
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,RAJA K, CHENNAI,PAVETHRA M, CHENNAI
Title of Book Fundamentals of Data Structures in C
Title of Book/Chapter/Article/Case Study) Fundamentals of Data Structures in C
Month/Year Sep/2018
ISBN 978-93-87234-21-5
Pages 1 - 375
Publishing Company/Institution Coral Publishers
Level Regional publisher
2 Text book Data Structures Data Structures 978-93-87234-22-2 Sep-2018

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Type of Book Text book
Type of Work Book
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,RAJA K, CHENNAI,PAVETHRA M, CHENNAI
Title of Book Data Structures
Title of Book/Chapter/Article/Case Study) Data Structures
Month/Year Sep/2018
ISBN 978-93-87234-22-2
Pages 1 - 325
Publishing Company/Institution Coral Publishers
Level Regional publisher
3 Text book Programming in C Programming in C 978-93-86755-45-2 Jan-2018

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Type of Book Text book
Type of Work Book
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,K. RAJA, CHENNAI,M. PAVETHRA, CHENNAI
Title of Book Programming in C
Title of Book/Chapter/Article/Case Study) Programming in C
Month/Year Jan/2018
ISBN 978-93-86755-45-2
Pages 1 - 447
Publishing Company/Institution Unique Media Integrators, Chennai
Level Regional publisher
Sl.No. Type of Book Title Title of Chapter/Article ISBN Month Year
1 Text book Internet of Things enabled Machine Learning for Biomedical Applications Smart therapist The mental health detector 9781003487647 Feb 2025

Additional information

Type of Book Text book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,ARUNABHA DUTT,AKARSHI BANSAL,KRISHNA BANSAL,NEHA GOEL,RAVINDRA KUMAR YADAV
Title of Book Internet of Things enabled Machine Learning for Biomedical Applications
Title of Book/Chapter/Article/Case Study) Smart therapist The mental health detector
Month/Year Feb/2025
ISBN 9781003487647
Pages
Publishing Company/Institution Taylor & Francis
Level International publisher
2 Reference book Lecture Notes on Data Engineering and Communications Technologies Impact of Multi-domain Features for EEG Based Epileptic Seizures Classification 978-3-031-71618-8 Dec 2024

Additional information

Type of Book Reference book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,AHMAD TAHER AZAR,NASHWA AHMAD KAMAL,HASSANIEN, A.E
Title of Book Lecture Notes on Data Engineering and Communications Technologies
Title of Book/Chapter/Article/Case Study) Impact of Multi-domain Features for EEG Based Epileptic Seizures Classification
Month/Year Dec/2024
ISBN 978-3-031-71618-8
Pages
Publishing Company/Institution Springer
Level International publisher
3 Reference book Smart Innovation, Systems and Technologies Exploration and Analysis of Seizure Spikes Through Spectral Domain Transformation 978-981-97-3979-0 Oct 2024

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Type of Book Reference book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,AHMAD TAHER AZAR,NASHWA AHMAD KAMAL,ALZAHRANI ABDULKAREEM,HASSANIEN A.E.,ZHENG D.,ZHAO Z.,FAN Z
Title of Book Smart Innovation, Systems and Technologies
Title of Book/Chapter/Article/Case Study) Exploration and Analysis of Seizure Spikes Through Spectral Domain Transformation
Month/Year Oct/2024
ISBN 978-981-97-3979-0
Pages
Publishing Company/Institution Springer
Level International publisher
4 Text book Transforming Education for Personalized Learning Discovering the Micro-Clusters From a Group of DHH Learners: An Approach Using Machine Learning Techniques 9798369308684 Jun 2024

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Type of Book Text book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,AFZAL SAYED MUNNA, HUSAM ALHARAHSHEH, ALESSANDRO FERRAZZA,ABRAHAM PIUS
Title of Book Transforming Education for Personalized Learning
Title of Book/Chapter/Article/Case Study) Discovering the Micro-Clusters From a Group of DHH Learners: An Approach Using Machine Learning Techniques
Month/Year Jun/2024
ISBN 9798369308684
Pages 159 - 175
Publishing Company/Institution IGI Global
Level International publisher
5 Conference Proceedings Control, Automation and Diagnosis Unsupervised Learning for Understanding Diversity: Applying Feature Engineering and Cluster Analysis to Deaf and Hard of Hearing Data 979-8-3503-6102-5 Jun 2024

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,AHMAD TAHER AZAR,N A KAMAL,CHAKIB
Title of Book Control, Automation and Diagnosis
Title of Book/Chapter/Article/Case Study) Unsupervised Learning for Understanding Diversity: Applying Feature Engineering and Cluster Analysis to Deaf and Hard of Hearing Data
Month/Year Jun/2024
ISBN 979-8-3503-6102-5
Pages 1 - 6
Publishing Company/Institution IEEE
Level International publisher
6 Reference book Machine Intelligence Computer Vision and Natural Language Processing Diabetic Retinopathy Detection Using Various Machine Learning Algorithms 9781032201993 Oct 2023

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Type of Book Reference book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,YADUKRISHNA SREEKUMAR, PETHURU RAJ,BEAULAH SOUNDARABAI P,PETER AUGUSTIN D
Title of Book Machine Intelligence Computer Vision and Natural Language Processing
Title of Book/Chapter/Article/Case Study) Diabetic Retinopathy Detection Using Various Machine Learning Algorithms
Month/Year Oct/2023
ISBN 9781032201993
Pages 113 - 128
Publishing Company/Institution CRC Press
Level International publisher
7 Conference Proceedings Advanced Computing and Communication Technologies for High Performance Applications A Comprehensive Study on E-learning Environments for Deaf or Hard of Hearing Learners 979-8-3503-9844-1 Oct 2023

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,PRASAD J C
Title of Book Advanced Computing and Communication Technologies for High Performance Applications
Title of Book/Chapter/Article/Case Study) A Comprehensive Study on E-learning Environments for Deaf or Hard of Hearing Learners
Month/Year Oct/2023
ISBN 979-8-3503-9844-1
Pages 1 - 7
Publishing Company/Institution IEEE
Level International publisher
8 Reference book Smart Intelligent Computing and Applications Vol. 1. Smart Innovation, Systems and Technologies Identification of Predominant Genes that Causes Autism Using MLP 978-981-16-9669-5 Apr 2022

Additional information

Type of Book Reference book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,ANITTA JOSEPH,BHATEJA, V.,SATAPATHY, S.C.,TRAVIESO-GONZALEZ, C
Title of Book Smart Intelligent Computing and Applications Vol. 1. Smart Innovation, Systems and Technologies
Title of Book/Chapter/Article/Case Study) Identification of Predominant Genes that Causes Autism Using MLP
Month/Year Apr/2022
ISBN 978-981-16-9669-5
Pages 269 - 279
Publishing Company/Institution Springer
Level International publisher
9 Conference Proceedings ECS Transactions Performance Analysis of Clustering Algorithms for Dyslexia Detection Apr 2022

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,ANUPAMA SHARANNAVAR, BATTERY DIVISION
Title of Book ECS Transactions
Title of Book/Chapter/Article/Case Study) Performance Analysis of Clustering Algorithms for Dyslexia Detection
Month/Year Apr/2022
ISBN
Pages
Publishing Company/Institution The Electrochemical Society
Level International publisher
10 Conference Proceedings Lecture Notes in Electrical Engineering Clinical Text Classification of Medical Transcriptions Based on Different Diseases 978-981-16-9885-9 Mar 2022

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,YADUKRISHNA SREEKUMAR,CH. SATYANARAYANA,DEBASIS SAMANTA,XIAO-ZHI GAO
Title of Book Lecture Notes in Electrical Engineering
Title of Book/Chapter/Article/Case Study) Clinical Text Classification of Medical Transcriptions Based on Different Diseases
Month/Year Mar/2022
ISBN 978-981-16-9885-9
Pages 613 - 623
Publishing Company/Institution Springer
Level International publisher
11 Conference Proceedings Communications in Computer and Information Science Comparisons of Stock Price Predictions Using Stacked RNN-LSTM 978-3-030-91243-7 Jan 2022

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,SHELDON SEQUEIRA,VENUGOPAL K.R., SHENOY P.D.,BUYYA R., ,PATNAIK L.M
Title of Book Communications in Computer and Information Science
Title of Book/Chapter/Article/Case Study) Comparisons of Stock Price Predictions Using Stacked RNN-LSTM
Month/Year Jan/2022
ISBN 978-3-030-91243-7
Pages 380 - 390
Publishing Company/Institution Springer Nature
Level International publisher
12 Text book Communications in Computer and Information Science Comparisons of Stock Price Predictions Using Stacked RNN-LSTM 978-3-030-91243-7 Jan 2022

Additional information

Type of Book Text book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,SHELDON SEQUEIRA,VENUGOPAL K.R.,SHENOY P.D., BUYYA R.,PATNAIK
Title of Book Communications in Computer and Information Science
Title of Book/Chapter/Article/Case Study) Comparisons of Stock Price Predictions Using Stacked RNN-LSTM
Month/Year Jan/2022
ISBN 978-3-030-91243-7
Pages 380 - 390
Publishing Company/Institution Springer Nature
Level International publisher
13 Reference book Industry 4.0 Interoperability, Analytics, Security, and Case Studies Blockchain for Industry 4.0 An Assessment of Blockchain Adoptability 9781003048855 May 2021

Additional information

Type of Book Reference book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,RAJAKUMAR ARUL,RAJA KOTHANDARAMAN,KANNAN KALIYAN,G. RAJESH, X. MERCILIN RAAJINI, HIEN DANG
Title of Book Industry 4.0 Interoperability, Analytics, Security, and Case Studies
Title of Book/Chapter/Article/Case Study) Blockchain for Industry 4.0 An Assessment of Blockchain Adoptability
Month/Year May/2021
ISBN 9781003048855
Pages
Publishing Company/Institution Taylor & Francis, CRC Press
Level International publisher
14 Conference Proceedings Lecture Notes on Data Engineering and Communications Technologies Body Mass Index Implications Using Data Analysis in the Soccer Sports 978-981-15-5257-1 Feb 2021

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,AKASH DASMONDAL,V. SUMANOUREDDINE BOUHMALAHAOXIANG WANG
Title of Book Lecture Notes on Data Engineering and Communications Technologies
Title of Book/Chapter/Article/Case Study) Body Mass Index Implications Using Data Analysis in the Soccer Sports
Month/Year Feb/2021
ISBN 978-981-15-5257-1
Pages 213 - 227
Publishing Company/Institution Springer
Level International publisher
15 Conference Proceedings Lecture Notes on Data Engineering and Communications Technologies Analysis of Attention Deficit Hyperactivity Disorder Using Various Classifiers 978-981-15-5257-1 Aug 2020

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,HENSY K. GEORGE,V. SUMANOUREDDINE BOUHMALAHAOXIANG WANG
Title of Book Lecture Notes on Data Engineering and Communications Technologies
Title of Book/Chapter/Article/Case Study) Analysis of Attention Deficit Hyperactivity Disorder Using Various Classifiers
Month/Year Aug/2020
ISBN 978-981-15-5257-1
Pages 283 - 296
Publishing Company/Institution Springer
Level International publisher
16 Text book Internet of Things (IoT): Concepts and Applications Single activity recognition system: A review 978-3-030-37467-9 May 2020

Additional information

Type of Book Text book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) KAVITHA R ,NIZAR BANU P K ,MANSAF ALAM, KASHISH ARA SHAKIL, SAMIYA KHAN
Title of Book Internet of Things (IoT): Concepts and Applications
Title of Book/Chapter/Article/Case Study) Single activity recognition system: A review
Month/Year May/2020
ISBN 978-3-030-37467-9
Pages 257 - 271
Publishing Company/Institution Springer, Cham
Level International publisher
17 Conference Proceedings Conference on Data Science and Machine Learning Applications (CDMA) Rough Set Based Ant-Lion Optimizer for Feature Selection 978-1-7281-2746-0 Mar 2020

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,AHMAD TAHER AZAR, PRINCE SULTAN UNIVERSITY, SAUDI ,ANIS KOUBAA, PRINCE SULTAN UNIVERSITY, SAUDI
Title of Book Conference on Data Science and Machine Learning Applications (CDMA)
Title of Book/Chapter/Article/Case Study) Rough Set Based Ant-Lion Optimizer for Feature Selection
Month/Year Mar/2020
ISBN 978-1-7281-2746-0
Pages 81 - 86
Publishing Company/Institution IEEE
Level International publisher
18 Conference Proceedings Data Science and Machine Learning Applications Rough Set Based Ant-Lion Optimizer for Feature Selection 978-1-7281-2746-0 Mar 2020

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,AHMAD TAHER AZAR,ANIS KOUBAA,MAMDOUH ALENEZI
Title of Book Data Science and Machine Learning Applications
Title of Book/Chapter/Article/Case Study) Rough Set Based Ant-Lion Optimizer for Feature Selection
Month/Year Mar/2020
ISBN 978-1-7281-2746-0
Pages 81 - 86
Publishing Company/Institution IEEE
Level International publisher
19 Conference Proceedings Soft Computing Applications Cluster Analysis for European Neonatal Jaundice 978-3-319-62520-1 Sep 2017

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,TEODORA OLARIU,IUSTIN OLARIU,LAKHMI C. JAIN,MARIUS MIRCEA
Title of Book Soft Computing Applications
Title of Book/Chapter/Article/Case Study) Cluster Analysis for European Neonatal Jaundice
Month/Year Sep/2017
ISBN 978-3-319-62520-1
Pages 408 - 419
Publishing Company/Institution Springer
Level International publisher
20 Text book Bio-Inspired Computing for Information Retrieval Applications Swarm-Based Clustering for Gene Expression Data 1522523758 Feb 2017

Additional information

Type of Book Text book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,ANDREWS S,D.P. ACHARJYA, ANIRBAN MITRA
Title of Book Bio-Inspired Computing for Information Retrieval Applications
Title of Book/Chapter/Article/Case Study) Swarm-Based Clustering for Gene Expression Data
Month/Year Feb/2017
ISBN 1522523758
Pages 123 - 149
Publishing Company/Institution IGI Global
Level International publisher
21 Conference Proceedings Computational Intelligence in Data Mining Evaluation of Fitness Functions for Swarm Clustering Applied to Gene Expression Data Mar 2015

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,ANDREWS S, LAKHMI C. JAIN,HIMANSU SEKHAR BEHERA,JYOTSNA KU
Title of Book Computational Intelligence in Data Mining
Title of Book/Chapter/Article/Case Study) Evaluation of Fitness Functions for Swarm Clustering Applied to Gene Expression Data
Month/Year Mar/2015
ISBN
Pages
Publishing Company/Institution Springer
Level International publisher
22 Conference Proceedings Communications in Computer and Information Science Rough Set Based Feature Selection for Egyptian Neonatal Jaundice 978-3-319-13461-1 May 2014

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K , H. HANNAH INBARANI,AHMAD TAHER AZAR,HALA S. OWN ,ABOUL ELLA HASSANIEN ,TOLBA
Title of Book Communications in Computer and Information Science
Title of Book/Chapter/Article/Case Study) Rough Set Based Feature Selection for Egyptian Neonatal Jaundice
Month/Year May/2014
ISBN 978-3-319-13461-1
Pages 367 - 378
Publishing Company/Institution Springer
Level International publisher
23 Conference Proceedings Current Trends in Information Technology Informative Gene Selection-An evolutionary approach 978-1-4799-2425-7 Feb 2014

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,SIMON ANDREWS,AMALA RAJAN
Title of Book Current Trends in Information Technology
Title of Book/Chapter/Article/Case Study) Informative Gene Selection-An evolutionary approach
Month/Year Feb/2014
ISBN 978-1-4799-2425-7
Pages 129 - 134
Publishing Company/Institution IEEE
Level International publisher
24 Conference Proceedings Modelling, Identification and Control PSORR - An unsupervised feature selection technique for fetal heart rate 978-0-9567157-3-9 Oct 2013

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,AZAR, AHMAD TAHER,H. HANNAH INBARANI,AT AZAR
Title of Book Modelling, Identification and Control
Title of Book/Chapter/Article/Case Study) PSORR - An unsupervised feature selection technique for fetal heart rate
Month/Year Oct/2013
ISBN 978-0-9567157-3-9
Pages 60 - 65
Publishing Company/Institution IEEE
Level International publisher
25 Conference Proceedings Advances In Engineering, Science And Management Unsupervised feature selection using Tolerance Rough Set based Relative Reduct 978-81-909042-2-3 Jun 2012

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,HANNAH INBARANI H,VIJAYALAKSHMI P
Title of Book Advances In Engineering, Science And Management
Title of Book/Chapter/Article/Case Study) Unsupervised feature selection using Tolerance Rough Set based Relative Reduct
Month/Year Jun/2012
ISBN 978-81-909042-2-3
Pages 326 - 331
Publishing Company/Institution IEEE
Level International publisher
26 Conference Proceedings Pattern Recognition, Informatics and Medical Engineering Unsupervised hybrid PSO - Relative reduct approach for feature reduction 978-1-4673-1039-0 May 2012

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,HANNAH INBARANI H,THANGAVEL K
Title of Book Pattern Recognition, Informatics and Medical Engineering
Title of Book/Chapter/Article/Case Study) Unsupervised hybrid PSO - Relative reduct approach for feature reduction
Month/Year May/2012
ISBN 978-1-4673-1039-0
Pages 103 - 108
Publishing Company/Institution IEEE
Level International publisher
27 Conference Proceedings Recent Trends in Information Technology Unsupervised hybrid PSO-quick reduct approach for feature reduction 978-1-4673-1601-9 May 2012

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) NIZAR BANU P K ,H. HANNAH INBARANI,S. ANDREWS,JAYASHREE P
Title of Book Recent Trends in Information Technology
Title of Book/Chapter/Article/Case Study) Unsupervised hybrid PSO-quick reduct approach for feature reduction
Month/Year May/2012
ISBN 978-1-4673-1601-9
Pages 11 - 16
Publishing Company/Institution IEEE
Level International publisher
Sl.No. Type of Book Title Title of Case Study ISBN Month Year
Sl.No. Title Abstract Objectives Type Sponsors
Sl.No. Title Place of Publication ISBN No. Month Year
Sl.No. Type of Program Role Name of Program Title of Paper Date Organising Institution Level
1 Seminar Presenter AI Innovations for Advanced Biological Science Research Learning Resource Recommendation based on Tag clustering: A Use case on Delicious Dataset 27/12/2024 Dr. N.G.P. Arts and Science College National
2 Seminar Presenter AI Innovations for Advanced Biological Science Research Comparative Analysis of Machine Learning Models for Stroke Prediction 27/12/2024 Dr. N.G.P. Arts and Science College National
3 Seminar Presenter AI Innovations for Advanced Biological Science Research Detecting and Classifying Malware in Network Traffic 27/12/2024 Dr. N.G.P. Arts and Science College National
4 Conference Presenter ICSPBT Epileptic Seizure Detection Contribution in Healthcare Sustainability 11/12/2024 MCBS International
5 Seminar Participant Screening & Referral for Diabetic Retinopathy 04/11/2024 Indiana University International
6 Seminar Participant Innovations and Advances in Retinoblastoma Management 23/09/2024 Indiana University International
7 Seminar Participant Diabetic Retinopathy 23/08/2024 Indiana University International
8 Seminar Participant Technological Advancements -Requirements & Applications 01/07/2024 AAA Science College National
9 Conference Presenter International Conference on Control, Automation and Diagnosis Unsupervised Learning for Understanding Diversity: Applying Feature Engineering and Cluster Analysis to Deaf and Hard of Hearing Data 15/05/2024 International Federation of Automatic Control International
10 Seminar Participant Explore Machine Learning Using Python 21/03/2024 Infosys International
11 Conference Moderator/Chair International Conference on Contemporary Computing and Communications 15/03/2024 Christ University International
12 Seminar Presenter IOT Cyber Security: Challenges and solutions for social and real life applications Wonder Bot: Personalized moving Assistance using IoT and Natural Language Processing 05/01/2024 Dr. N.G.P Arts and Science College National
13 Conference Panelist 4th Congress on Intelligent Systems 04/09/2023 Christ University International
14 Seminar Participant National Seminar on AI Solutions for Farmer Safety and Security in India 21/07/2023 Dr. NGP Arts and Science College National
15 Conference Participant Javafest'23 15/07/2023 Christ University National
16 Conference Panelist International Conference on Power Engineering and Intelligent Systems 24/06/2023 National Institute of Technology, Delhi International
17 Conference Moderator/Chair International Conference on Computational Sciences and Sustainable Technologies and 08/05/2023 Christ University International
18 Conference Moderator/Chair International Conference on Computational Sciences and Sustainable Technologies 08/05/2023 Christ University International
19 Conference Organizer International Conference on Computational Sciences and Sustainable Technologies 08/05/2023 Christ University International
20 Conference Keynote Speaker World Intellectual Property Day Women and IP: Accelerating Innovation and Creativity 24/04/2023 Muthayammal College of Arts & Science National
21 Conference Panelist IEEE International Conference on Contemporary Computing and Communications 21/04/2023 Christ University International
22 Seminar Participant Boosting Performance with Ensemble Methods 12/03/2023 Analytics Vidya International
23 Seminar Participant Research and Innovations 11/02/2023 CHRIST & ACM Student Chapter Institutional
24 Conference Presenter Sixth International Conference - Advanced Computing and Communication Technologies for High Performance Applications A Comprehensive Study on E-learning environments for Deaf & Hard of Hearing Learners 20/01/2023 Federal Institute of Science and Technology International
25 Seminar Participant Industry 4.0: Technologies Outcomes & Future of Manufacturing 26/08/2022 Christ University National
26 Conference Presenter National Conference on AI and IoT for Agriculture Innovation and Environment Sustainability Pro-Diabetic App: A meal recommendation application for diabetics 25/08/2022 Dr. N.G.P. Arts and Science College National
27 Conference Presenter National Conference on AI and IoT Agriculture Innovation and Environment Sustainability Driver Drowsiness Detection using Face Detection Techniques 25/08/2022 Dr. N.G. P. Arts and Science College National
28 Seminar Participant National Webinar on Data Analytics 23/03/2022 University of Madras National
29 Conference Presenter International Conference On Technologies For Smart Green Connected Societies 2021 Performance analysis of Clustering algorithms for dyslexia detection 29/11/2021 SPAST Foundation International
30 Conference Presenter International Conference on Information Processing Comparisons of Stock Price Predictions using Stacked RNN-LSTM 22/10/2021 Visvesvaraya College of Engineering International
31 Seminar Keynote Speaker Women's Forum Women in Leadership 31/08/2021 Muthayammal College of Arts & Science Regional
32 Conference Participant International Conference on Sustainable Advanced Computing 05/03/2021 Christ University International
33 Conference Presenter Two Day International Virtual Conference on Contemporary Practices of Technology and Management for Economic Growth (ICTMEG2020) A Survey On Dyslexia Detection Using Machine Learning Techniques Among Special Education Need (SEN) Students 23/10/2020 Vellore Institute of Technology, Chennai International
34 Conference Presenter International Conference on Evolutionary Computing and Mobile Sustainable Networks Analysis of Attention Deficit Hyper Activity Disorder using Various Classifiers 20/02/2020 Sri M. Visvesvaraya Institute of Technology. Bangalore International
35 Conference Presenter International Conference on Evolutionary Computing and Mobile Sustainable Networks Body Mass Index Implications using Data Analysis in the Soccer Sports 20/02/2020 Sri M. Visvesvaraya Institute of Technology International
36 Seminar Participant Intellectual Property Rights with Focus on Patents 08/02/2020 Christ University Institutional
37 Conference Co-presenter The second International Conference of Computing and Informatics 2019 An improved method for resolving uncertain spatial references in text documents 16/04/2019 Benha University, Benha, Egypt International
38 Conference Co-presenter The second International Conference of Computing and Informatics 2019 Implementing Bloom's Taxonomy to Determine the Cognitive Level of E-Learner through Automatically Generated Questions? 16/04/2019 Benha University, Benha, Egypt International
39 Conference Co-presenter The second International Conference of Computing and Informatics 2019 (ICCI-2019) PET ? SFCM Clustering Approach for Neuro Degenerative Disorder 16/04/2019 Benha University, Benha, Egypt International
40 Conference Presenter The second International Conference of Computing and Informatics 2019 An improved method for resolving uncertain spatial references in text documents 16/04/2019 Benah University, Benha, Egypt International
41 Conference Presenter The second International Conference of Computing and Informatics 2019 Implementing Bloom's Taxonomy to Determine the Cognitive Level of E-Learner through Automatically Generated Questions 16/04/2019 Benha University, Benha, Egypt International
42 Conference Presenter The second International Conference of Computing and Informatics 2019 PET-SFCM Clustering Approach for Neuro Degenerative Disorder 16/04/2019 Benha University, Benha, Egypt International
43 Conference Co-presenter International Conference on Sustainable Advanced Computing and Statistical Techniques (ICSACST'19) 27/02/2019 Christ University International
44 Conference Participant International Conference on Sustainable Advanced Computing and Statistical Techniques (ICSACST'19) 27/02/2019 Christ University International
45 Conference Co-presenter International Research Conference on Uva Wellasa University-2019 E-business Decision Support System for Online Shopping using MAS with Ontology and JADE Methodology - Poser Presentation 07/02/2019 Uva Wellasa University, Srilanka International
46 Seminar Keynote Speaker Opportunities at a Glance Meet up a prospects in IT jobs and super education 13/02/2017 Muthayammal Memorial College of Arts & Science National
47 Conference Participant Physical and Mental Health for Working Professionals: An Holistic Approach 19/04/2013 B.S. Abdur Rahman University National
48 Conference Participant ICSEMA 19/12/2012 B.S. Abdur Rahman University International
49 Conference Presenter PRIME Unsupervised Hybrid PSO based Relative Reduct Approach Feature Reduction 21/03/2012 Periyar University International
50 Conference Presenter ICCIA A comparative analysis of conventional, fuzzy and rough swarm intelligence approaches for clustering gene expression data 01/03/2012 Vivekanandha Institute of Engineering and Technology for Women International
51 Conference Keynote Speaker Intelligent Data Mining Techniques Clustering Techniques in Data Mining 07/06/2011 Jayaram College of Engineering & Technology National
52 Seminar Participant Domain Driven Data Mining 17/09/2010 Sona College of Technology National
53 Conference Presenter Promising Areas of Computer Science and their Applications Efficient Fuzzy Clustering for Web Log data 26/02/2010 Muthayammal College of Arts & Science National
54 Conference Presenter ICOREM A Novel Biclustering Approach for Mining user Navigation Patterns 27/05/2009 Anna university, Trichy International
55 Seminar Participant IT-Today and Tomorrow 01/03/2008 Muthayammal College of Arts & Science National
56 Conference Presenter NCICM An adaptive Rough Clustering for Web log Transactions 22/02/2008 Periyar University National
57 Seminar Participant Recent Trends in Information Technology 20/02/2006 Vivekanandha College of Arts and Science for Women National
Sl.No. Title of the Program Name of the Program Date Name of the Institution
Sl.No. Title Genre Producer Copyrights
Sl.No. Title Guide Name Institution Month Year
Sl.No. Title Name of Student Institution Month Year
1 Knowledge Based Efficient Decision Support System Using Online Samples Kannan K Sathyabama University
2 IMPROVED COMPUTER VISION BASED FRAMEWORK FOR AUTOMATIC VEHICLE FINGERPRINTING MATHEWS MARY SHAJI Christ University September 2022
3 Machine Learning Techniques for Predicting behavioural problems among special education need students with learning difficulties Anupama Sharannavar Christ University March 2022
4 Machine Learning techniques for processing of Oncology Real-World Data Shobhit Shrotriya Christ University December 2020
5 and Hard of Hearing Students using Mining and Mapping of Weblog Data Anisha Poly Christ University December 2021
6 Machine learning techniques for predicting behavioural problems among Special Education Need students with learning difficulties Anupama Sharannavar Christ University July 2022
7 . NAJMUSSEHER Christ University May 2023
Sl.No. Title of Invention Inventor(s) Filing Date
1 MYSTICML - A Python Library for Automated Data Preprocessing NIZAR BANU P K 15-Jul-2024

Additional information

Title of Invention MYSTICML - A Python Library for Automated Data Preprocessing
Applicant/Co-Applicant
Applicant (s)
Inventor /Co-Inventor
Inventor (s) NIZAR BANU P K
Type of Specification Provisional
Type of Patent
Granted/Awarded Date
Publication/Application Date 26-Jul-2024
Application/Filing Date 15-Jul-2024
IPC Number
Publication Number NA
Patent Number 202441053890 A
Field of Invention Python Library
Sl.No. Name of the Research Project Investigator(s) Sponsors Internal/External
1 Analysis of the impact of Body Mass Index in the Prevention of Hypertension and Diabetes in rural and Urban Areas of Bangalore using Data Mining Techniques NIZAR BANU P K , DEEPA V JOSE Internal
2 Developing Gender-Sensitive Cyber Forensic Protocols for Investigating Digital Violence Against Women DEEPA V JOSE, NIZAR BANU P K ,SMITHA VINOD Internal
Sl.No. Name of the Conference/Seminar Name of Organiser Level Date
Sl.No. Name of the Workshop/FDP/Training programme Name of Oraganiser Level Date
1 Machine Learning with Python E & ICT Academy, IIT Kanpur International 17/02/2025
2 Sentiment Analysis on Deep Learning using BERT Coursera Project Network International 11/02/2025
3 Advances in Computing and IT Revolution Sharda University International 10/02/2025
4 Diabetes Disease Detection with XG-Boost and Neural Networks Coursera Project Network International 30/01/2025
5 Diabetes Prediction With Pyspark MLLIB Coursera Project Network International 24/01/2025
6 AI powered Learning: Shaping the Future of Education VASCW International 20/01/2025
7 Generative AI on AWS National 26/09/2024
8 Recent Research Trends in Computer Science and Information Technology International 23/09/2024
9 Automated Production of Learning Videos CHRIST (Deemed to be University) Institutional 23/03/2024
10 Latest Trends and Techniques in Software Engineering: An Industry Perspective" CHRIST (Deemed to be Universtiy) International 20/01/2024
11 Five Days Training Programme on Data Engineering and Security CHRIST (Deemed to be University) Institutional 20/03/2023
12 Faculty Development Programme on IoT & Drone MeitY & IIT Kanpur International 27/02/2023
13 Google Chat for Collaborative Communication CHRIST (Deemed to be University) Institutional 02/02/2023
14 5 day Faculty Development Program on Curriculum Design and Revision Staff Development College, CHRIST (Deemed to be University) Institutional 05/12/2022
15 Faculty Development Programme I - 2022 CEDBEC & IQAC, CHRIST (Deemed to be University) Institutional 06/07/2022
16 30M Training on Document Management using PDF CHRIST (Deemed to be University) Institutional 10/02/2022
17 International FDP on Recent Trends in Data Analytics Technology and Solutions SRM Institute of Science & Technology International 08/07/2020
18 Quality Improvement Program on Online Teaching Academic Staff College 22/04/2020
19 Neural Networks and Deep Learning Department of Computer Science Institutional 23/11/2019
20 QIP Academic Staff College 27/05/2019
21 QIP on Pedagogic and Evaluation Practices Academic Staff College 20/05/2019
22 National Workshop on Data Analysis Using R CART National 08/05/2019
23 Author Workshop Springer Nature and CHRIST Institutional 30/03/2019
24 30 Minutes Training on Mail Merge Feature in Google Media Studies & IT Services Institutional 13/12/2018
25 CSA Project Site Visit Centre for Social Action, CHRIST Institutional 04/10/2017
26 Psychometric Assessment - Identifying working styles Centre for Academic and Professional Support Institutional 23/08/2017
27 Power Dressing & Personal Grooming Centre for Academic and Professional Support, CHRIST Institutional 16/08/2017
28 Creative Classroom Engagement and Assessment Centre for Academic and Professional Support, CHRIST Institutional 09/08/2017
29 Faculty Orientation Programme Academic Staff College, CHRIST 07/08/2017
30 Non Verbal communication and Body talk Centre for Academic and Professional Support Institutional 26/07/2017
31 Pentium of Pedagogy Centre for Academic and Professional Support Institutional 12/07/2017
32 Advanced Teaching Skills Centre for Academic and Professional Support Institutional 05/07/2017
33 Workshop on Writing Recommendation Letters Centre for Academic and Professional Support Institutional 28/06/2017
34 Induction Programme CHRIST 05/06/2017
35 Creating Standards for Research, Collaborative Projects and Consultancy Centre for Education Beyond Curriculum, CHRIST Institutional 15/05/2017
36 QIP - Teaching, Learning and Evaluation CHRIST 11/05/2017
37 QIP - Teaching, Learning and Evaluation CHRIST 09/05/2017
38 Big Data Analytics & Python Programming Department of CSE National 18/03/2017
39 Introduction on E-Learning in Education National 02/03/2017
40 How to do Ph.D to an International Standard Department of Computer Science and Engineering International 05/08/2013
41 Violence Against Women Women Empowerment Cell National 16/02/2013
42 Mobile Application Development in iOS National 27/11/2012
43 Advances in Data and Web Mining Department of Computer Science International 09/02/2012
44 Application of Matlab and Labview for Bio Medical Applications National 14/12/2011
45 .Net Framework Department of Computer Applications Regional 18/11/2011
46 Research Workshop on Data Mining using Memetic Algorithms National 08/11/2008
47 Application of Artificial Neural Networks using Matlab National 03/10/2007
48 Emerging Trends in IT Department of Computer Science National 03/03/2007
Sl.No. Name of the Awards/Achievements/Others Description Organisation Month/ Year
1 Journal Reviewer Reviewer of ETRI Journal, Wiley WILEY, US 11 February 2020
1 Programme Committee Membership Served as a member of Programme Committee of the 3rd International Conference on Computer Human Interaction Research and Applications Institute for Systems and Technologies of Information, Control and Communication 05 August 2019
1 Programme Committee Membership Served as a member of Programme Committee of the 4th International Conference on Computer Human Interaction Research and Applications Institute for Systems and Technologies of Information, Control and Communication 29 October 2020
1 Reviewer Reviewed Articles presented in International Conference - ICSAC-2021 CHRIST (Deemed to be University), Bangalore 09 March 2021
1 Programme Committee Member and Reviewer Served as Programme Committee member and reviewer CHRIST (Deemed to be University) 04 September 2021
1 Program Committee Membership Served as a member of Programme Committee of the 5th International Conference on Computer Human Interaction Research and Applications Institute for Systems and Technologies of Information, Control and Communication 08 November 2021
1 Program Committee Membership Member of the Program Committee in 6th International Conference on Computer Human Interaction Research and Applications Institute for Systems and Technologies of Information, Control and Communcation 27 January 2023
1 Gold Medalist Periyar University 14 August 2008
1 University Rank Holder Periyar University 09 April 2007

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