Machine Learning and Word Representation Techniques in Medical Transcription Data Analysis.

P. K. Nizar Banu Anna Danties P. K. Nizar Banu Ahmad Taher Azar Nashwa Ahmad Kamal Mohamed Tounsi 0002 Chakib Ben Njima Machine Learning and Word Representation Techniques in Medical Transcription Data Analysis. 1-6 2025 ICCAD https://doi.org/10.1109/ICCAD64771.2025.11099201 conf/iccad2/2025 db/conf/iccad2/iccad2025.html#DantiesBAK0N25 Najmusseher P. K. Nizar Banu BEED: Bangalore EEG Epilepsy Dataset. UCI-MLR 2025 March https://doi.org/10.24432/C5K33B streams/repo/ucimlr

Najmusseher P. K. Nizar Banu D. C. Janardhan Automated epileptic seizure classification using adaptive fast Fourier transform with non-uniform sampling and improved deep belief network. 460-512 2024 12 Int. J. Intell. Eng. Informatics 4 https://doi.org/10.1504/IJIEI.2024.142429 db/journals/ijiei/ijiei12.html#NajmusseherBJ24 streams/journals/ijiei

Najmusseher P. K. Nizar Banu Ahmad Taher Azar Nashwa Ahmad Kamal Impact of Multi-domain Features for EEG Based Epileptic Seizures Classification. 317-329 2024 AISI (2) https://doi.org/10.1007/978-3-031-71619-5_27 conf/aisi/2024-2 db/conf/aisi/aisi2024-2.html#NajmusseherBAK24 Anisha Poly P. K. Nizar Banu Ahmad Taher Azar Nashwa Ahmad Kamal Unsupervised Learning for Understanding Diversity: Applying Feature Engineering and Cluster Analysis to Deaf and Hard of Hearing Data. 1-6 2024 ICCAD https://doi.org/10.1109/ICCAD60883.2024.10553733 conf/iccad2/2024 db/conf/iccad2/iccad2024.html#PolyBAK24

Abhishek Taparia P. K. Nizar Banu A survey of blockchain: concepts, applications and challenges. 152-165 2023 17 Int. J. Comput. Sci. Math. 2 https://doi.org/10.1504/IJCSM.2023.10055855 db/journals/ijcsm/ijcsm17.html#TapariaB23

Ahmad Taher Azar P. K. Nizar Banu Robust Feature Selection Using Rough Set-Based Ant-Lion Optimizer for Data Classification. 1-21 2022 14 Int. J. Sociotechnology Knowl. Dev. 1 https://doi.org/10.4018/ijskd.301263 db/journals/ijskd/ijskd14.html#AzarB22

Pratik Chhetri P. K. Nizar Banu Fuzzy based Manu's fire segmentation algorithm. 221-238 2020 8 Int. J. Intell. Eng. Informatics 3 https://doi.org/10.1504/IJIEI.2020.111252 db/journals/ijiei/ijiei8.html#ChhetriB20

Deena G. Raja K. P. K. Nizar Banu K. Kannan Developing the Assessment Questions Automatically to Determine the Cognitive Level of the E-Learner Using NLP Techniques. 95-110 2020 11 Int. J. Serv. Sci. Manag. Eng. Technol. 2 https://doi.org/10.4018/IJSSMET.2020040106 db/journals/ijssmet/ijssmet11.html#GKBK20

Raja K. Kanagavalli V. R. P. K. Nizar Banu K. Kannan An Efficient Methodology for Resolving Uncertain Spatial References in Text Documents. 1-17 2020 11 Int. J. Serv. Sci. Manag. Eng. Technol. 3 https://doi.org/10.4018/IJSSMET.2020070101 db/journals/ijssmet/ijssmet11.html#KRBK20

P. K. Nizar Banu Ahmad Taher Azar H. Hannah Inbarani Fuzzy firefly clustering for tumour and cancer analysis. 92-103 2017 27 Int. J. Model. Identif. Control. 2 https://doi.org/10.1504/IJMIC.2017.10003911 db/journals/ijmic/ijmic27.html#BanuAI17

P. K. Nizar Banu Hala S. Own Teodora Olariu Iustin Olariu Cluster Analysis for European Neonatal Jaundice. 408-419 2016 SOFA (1) https://doi.org/10.1007/978-3-319-62521-8_35 conf/sofa/2016-1 db/conf/sofa/sofa2016-1.html#BanuOOO16

P. K. Nizar Banu S. Andrews Gene Clustering Using Metaheuristic Optimization Algorithms. 14-38 2015 6 Int. J. Appl. Metaheuristic Comput. 4 https://doi.org/10.4018/IJAMC.2015100102 db/journals/ijamc-igi/ijamc-igi6.html#BanuA15

P. K. Nizar Banu S. Andrews Performance Analysis of Hard and Soft Clustering Approaches For Gene Expression Data. 58-69 2015 2 Int. J. Rough Sets Data Anal. 1 https://doi.org/10.4018/ijrsda.2015010104 db/journals/ijrsda/ijrsda2.html#BanuA15

P. K. Nizar Banu S. Andrews Harmony Search PSO Clustering for Tumor and Cancer Gene Expression Dataset. 1-21 2014 5 Int. J. Swarm Intell. Res. 3 https://doi.org/10.4018/ijsir.2014070101 db/journals/ijsir/ijsir5.html#BanuA14

H. Hannah Inbarani P. K. Nizar Banu Ahmad Taher Azar Feature selection using swarm-based relative reduct technique for fetal heart rate. 793-806 2014 25 Neural Comput. Appl. 3-4 https://doi.org/10.1007/s00521-014-1552-x db/journals/nca/nca25.html#InbaraniBA14

P. K. Nizar Banu H. Hannah Inbarani Ahmad Taher Azar Hala S. Own Aboul Ella Hassanien Rough Set Based Feature Selection for Egyptian Neonatal Jaundice. 367-378 2014 AMLTA https://doi.org/10.1007/978-3-319-13461-1_35 conf/amlta/2014 db/conf/amlta/amlta2014.html#BanuIAOH14

P. K. Nizar Banu H. Hannah Inbarani A Comparative Analysis of Rough Set Based Intelligent Techniques for Unsupervised Gene Selection. 33-46 2013 2 Int. J. Syst. Dyn. Appl. 4 https://doi.org/10.4018/ijsda.2013100103 db/journals/ijsda/ijsda2.html#BanuI13

P. K. Nizar Banu H. Hannah Inbarani An Analysis of Gene Expression Data using Penalized Fuzzy C-Means Approach http://arxiv.org/abs/1302.3123 2013 CoRR abs/1302.3123 db/journals/corr/corr1302.html#abs-1302-3123

P. K. Nizar Banu H. Hannah Inbarani Analysis of Click Stream Patterns using Soft Biclustering Approaches. 53-66 2011 4 Int. J. Inf. Technol. Syst. Approach 1 https://doi.org/10.4018/jitsa.2011010104 db/journals/ijitsa/ijitsa4.html#BanuI11

S. Andrews Ahmad Taher Azar Pratik Chhetri Anna Danties Deena G. Aboul Ella Hassanien H. Hannah Inbarani D. C. Janardhan Raja K. Nashwa Ahmad Kamal K. Kannan Najmusseher Chakib Ben Njima Iustin Olariu Teodora Olariu Hala S. Own Anisha Poly Kanagavalli V. R. Abhishek Taparia Mohamed Tounsi 0002