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1
Machine Learning Challenges for IoT Device Fingerprints Identification
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Machine Learning Challenges for IoT Device Fingerprints Identification

Journal of physics. Conference series, 2021-07, Vol.1963 (1), p.12046 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2021. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1963/1/012046

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2
Predicting Mental Health Illness using Machine Learning Algorithms
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Predicting Mental Health Illness using Machine Learning Algorithms

Journal of physics. Conference series, 2022-01, Vol.2161 (1), p.12021 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;Published under licence by IOP Publishing Ltd. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/2161/1/012021

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3
Intelligent defaulter Prediction using Data Science Process
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Article
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Intelligent defaulter Prediction using Data Science Process

Journal of physics. Conference series, 2021-05, Vol.1916 (1), p.12001 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2021. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1916/1/012001

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4
Comparison between Fisher's Ratio and Information Gain with SVM classifier for 3 levels of enthusiasm classification through face recognition
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Article
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Comparison between Fisher's Ratio and Information Gain with SVM classifier for 3 levels of enthusiasm classification through face recognition

Journal of physics. Conference series, 2021-02, Vol.1752 (1), p.12042 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2021. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1752/1/012042

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5
Machine Learning Algorithm for Classification
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Machine Learning Algorithm for Classification

Journal of physics. Conference series, 2021-08, Vol.1994 (1), p.12016 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2021. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1994/1/012016

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6
An Analysis of Multiclass Imbalanced Data Problem in Machine Learning for Network Attack Detections
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An Analysis of Multiclass Imbalanced Data Problem in Machine Learning for Network Attack Detections

Journal of physics. Conference series, 2021-02, Vol.1755 (1), p.12030 [Peer Reviewed Journal]

2021. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1755/1/012030

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7
An Improved K Nearest Neighbor Classifier for High-Dimensional and Mixture Data
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Article
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An Improved K Nearest Neighbor Classifier for High-Dimensional and Mixture Data

Journal of physics. Conference series, 2021-02, Vol.1813 (1), p.12026 [Peer Reviewed Journal]

2021. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1813/1/012026

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8
Cerebral Infarction Classification Using the K-Nearest Neighbor and Naive Bayes Classifier
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Article
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Cerebral Infarction Classification Using the K-Nearest Neighbor and Naive Bayes Classifier

Journal of physics. Conference series, 2021-02, Vol.1752 (1), p.12045 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2021. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1752/1/012045

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9
Botnets Attack Detection Using Machine Learning Approach for IoT Environment
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Article
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Botnets Attack Detection Using Machine Learning Approach for IoT Environment

Journal of physics. Conference series, 2020-09, Vol.1646 (1), p.12101 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2020. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1646/1/012101

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10
Fake News Detection from Online media using Machine learning Classifiers
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Article
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Fake News Detection from Online media using Machine learning Classifiers

Journal of physics. Conference series, 2022-01, Vol.2161 (1), p.12027 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;Published under licence by IOP Publishing Ltd. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/2161/1/012027

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11
Hyperspectral Remote Sensing Image Classification Based On Deep Learning
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Article
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Hyperspectral Remote Sensing Image Classification Based On Deep Learning

Journal of physics. Conference series, 2021-02, Vol.1744 (4), p.42185 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2021. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1744/4/042185

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12
A Trade-off between ML and DL Techniques in Natural Language Processing
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Article
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A Trade-off between ML and DL Techniques in Natural Language Processing

Journal of physics. Conference series, 2021-03, Vol.1831 (1), p.12025 [Peer Reviewed Journal]

2021. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1831/1/012025

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13
Comparative study of Jrip j48 and naive bayes algorithm in Flower specie prediction
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Article
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Comparative study of Jrip j48 and naive bayes algorithm in Flower specie prediction

Journal of physics. Conference series, 2021-04, Vol.1854 (1), p.12046 [Peer Reviewed Journal]

2021. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1854/1/012046

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14
Network traffic analysis based on machine learning methods
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Article
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Network traffic analysis based on machine learning methods

Journal of physics. Conference series, 2021-08, Vol.2001 (1), p.12017 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2021. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/2001/1/012017

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15
An Efficient Epileptic Seizure Detection Technique using Discrete Wavelet Transform and Machine Learning Classifiers
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Article
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An Efficient Epileptic Seizure Detection Technique using Discrete Wavelet Transform and Machine Learning Classifiers

Journal of physics. Conference series, 2022-07, Vol.2286 (1), p.12013 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;Published under licence by IOP Publishing Ltd. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/2286/1/012013

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16
Analysis on Network Traffic Features for Designing Machine Learning based IDS
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Article
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Analysis on Network Traffic Features for Designing Machine Learning based IDS

Journal of physics. Conference series, 2021-08, Vol.1993 (1), p.12029 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2021. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1993/1/012029

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17
Application of improved adaboost iteration in small sample for prediction of oral performance
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Article
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Application of improved adaboost iteration in small sample for prediction of oral performance

Journal of physics. Conference series, 2021-06, Vol.1941 (1), p.12049 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2021. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1941/1/012049

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18
Early heart disease prediction using ensemble learning techniques
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Article
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Early heart disease prediction using ensemble learning techniques

Journal of physics. Conference series, 2022-08, Vol.2325 (1), p.12051 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;Published under licence by IOP Publishing Ltd. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/2325/1/012051

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19
Development of a cell counting system based on machine learning
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Article
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Development of a cell counting system based on machine learning

Journal of physics. Conference series, 2023-11, Vol.2631 (1), p.12023 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/2631/1/012023

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20
An approach to determining the search range boundaries of optimal parameters values for the random forest algorithm
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Article
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An approach to determining the search range boundaries of optimal parameters values for the random forest algorithm

Journal of physics. Conference series, 2021-05, Vol.1902 (1), p.12112 [Peer Reviewed Journal]

Published under licence by IOP Publishing Ltd ;2021. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1742-6588 ;EISSN: 1742-6596 ;DOI: 10.1088/1742-6596/1902/1/012112

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