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1
Human activity classification using Decision Tree and Naïve Bayes classifiers
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Human activity classification using Decision Tree and Naïve Bayes classifiers

Multimedia tools and applications, 2021-06, Vol.80 (14), p.21709-21726 [Peer Reviewed Journal]

The Author(s), under exclusive licence to Springer Science+Business Media, LLC part of Springer Nature 2021 ;The Author(s), under exclusive licence to Springer Science+Business Media, LLC part of Springer Nature 2021. ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-020-10447-x

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2
Classification of acute lymphoblastic leukaemia using hybrid hierarchical classifiers
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Classification of acute lymphoblastic leukaemia using hybrid hierarchical classifiers

Multimedia tools and applications, 2017-09, Vol.76 (18), p.19057-19085 [Peer Reviewed Journal]

Springer Science+Business Media New York 2017 ;Multimedia Tools and Applications is a copyright of Springer, (2017). All Rights Reserved. ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-017-4478-3

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3
Applying over 100 classifiers for churn prediction in telecom companies
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Applying over 100 classifiers for churn prediction in telecom companies

Multimedia tools and applications, 2021-11, Vol.80 (28-29), p.35123-35144 [Peer Reviewed Journal]

Springer Science+Business Media, LLC, part of Springer Nature 2020 ;Springer Science+Business Media, LLC, part of Springer Nature 2020. ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-020-09658-z

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4
Ear recognition with ensemble classifiers; A deep learning approach
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Ear recognition with ensemble classifiers; A deep learning approach

Multimedia tools and applications, 2022-12, Vol.81 (30), p.43919-43945 [Peer Reviewed Journal]

The Author(s) 2022 ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-022-13252-w

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5
Feature selection method using improved CHI Square on Arabic text classifiers: analysis and application
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Feature selection method using improved CHI Square on Arabic text classifiers: analysis and application

Multimedia tools and applications, 2021-03, Vol.80 (7), p.10373-10390 [Peer Reviewed Journal]

Springer Science+Business Media, LLC, part of Springer Nature 2020 ;Springer Science+Business Media, LLC, part of Springer Nature 2020. ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-020-10074-6

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6
Resampling imbalanced data to detect fake reviews using machine learning classifiers and textual-based features
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Resampling imbalanced data to detect fake reviews using machine learning classifiers and textual-based features

Multimedia tools and applications, 2021-04, Vol.80 (9), p.13079-13097 [Peer Reviewed Journal]

The Author(s), under exclusive licence to Springer Science+Business Media, LLC part of Springer Nature 2021 ;The Author(s), under exclusive licence to Springer Science+Business Media, LLC part of Springer Nature 2021. ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-020-10299-5

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7
Rumour veracity detection on twitter using particle swarm optimized shallow classifiers
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Rumour veracity detection on twitter using particle swarm optimized shallow classifiers

Multimedia tools and applications, 2019-09, Vol.78 (17), p.24083-24101 [Peer Reviewed Journal]

Springer Science+Business Media, LLC, part of Springer Nature 2019 ;Multimedia Tools and Applications is a copyright of Springer, (2019). All Rights Reserved. ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-019-7398-6

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8
Face recognition based on statistical features and SVM classifier
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Face recognition based on statistical features and SVM classifier

Multimedia tools and applications, 2022-03, Vol.81 (6), p.8767-8784 [Peer Reviewed Journal]

The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022 ;The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022. ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-021-11816-w

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9
Two-class 3D-CNN classifiers combination for video copy detection
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Two-class 3D-CNN classifiers combination for video copy detection

Multimedia tools and applications, 2020-02, Vol.79 (7-8), p.4749-4761 [Peer Reviewed Journal]

Springer Science+Business Media, LLC, part of Springer Nature 2018 ;Multimedia Tools and Applications is a copyright of Springer, (2018). All Rights Reserved. ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-018-6047-9

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10
Integrating node centralities, similarity measures, and machine learning classifiers for link prediction
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Integrating node centralities, similarity measures, and machine learning classifiers for link prediction

Multimedia tools and applications, 2022-11, Vol.81 (27), p.38593-38621 [Peer Reviewed Journal]

The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022 ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-022-12854-8

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11
An ensemble approach using a frequency-based and stacking classifiers for effective facial expression recognition
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An ensemble approach using a frequency-based and stacking classifiers for effective facial expression recognition

Multimedia tools and applications, 2023-04, Vol.82 (10), p.14689-14712 [Peer Reviewed Journal]

The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022. Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-022-13940-7

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12
Heterogeneous stacked ensemble classifier for software defect prediction
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Heterogeneous stacked ensemble classifier for software defect prediction

Multimedia tools and applications, 2022-11, Vol.81 (26), p.37033-37055 [Peer Reviewed Journal]

The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021 ;The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021. ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-021-11488-6

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13
A novel approach to fake news detection in social networks using genetic algorithm applying machine learning classifiers
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A novel approach to fake news detection in social networks using genetic algorithm applying machine learning classifiers

Multimedia tools and applications, 2023-03, Vol.82 (6), p.9029-9045 [Peer Reviewed Journal]

The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022 ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-022-12788-1

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14
Movie genre classification using binary relevance, label powerset, and machine learning classifiers
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Movie genre classification using binary relevance, label powerset, and machine learning classifiers

Multimedia tools and applications, 2023, Vol.82 (1), p.945-968 [Peer Reviewed Journal]

The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022 ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-022-13211-5

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15
Hybrid classifier model for fruit classification
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Hybrid classifier model for fruit classification

Multimedia tools and applications, 2021-07, Vol.80 (18), p.27495-27530 [Peer Reviewed Journal]

The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021 ;The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021. ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-021-10772-9

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16
Fuzzy decision ontology for melanoma diagnosis using KNN classifier
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Fuzzy decision ontology for melanoma diagnosis using KNN classifier

Multimedia tools and applications, 2021-07, Vol.80 (17), p.25517-25538 [Peer Reviewed Journal]

The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021 ;The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021. ;Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-021-10858-4

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17
Joint evaluation of preprocessing tasks with classifiers for sentiment analysis in Brazilian Portuguese language
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Joint evaluation of preprocessing tasks with classifiers for sentiment analysis in Brazilian Portuguese language

Multimedia tools and applications, 2021-04, Vol.80 (10), p.15391-15412 [Peer Reviewed Journal]

The Author(s), under exclusive licence to Springer Science+Business Media, LLC part of Springer Nature 2021 ;The Author(s), under exclusive licence to Springer Science+Business Media, LLC part of Springer Nature 2021. ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-020-10323-8

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18
Early diagnosis of Glaucoma in retinal images using multi structure descriptor and hybrid neural network classifiers
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Early diagnosis of Glaucoma in retinal images using multi structure descriptor and hybrid neural network classifiers

Multimedia tools and applications, 2020-06, Vol.79 (23-24), p.16915-16925 [Peer Reviewed Journal]

Springer Science+Business Media, LLC, part of Springer Nature 2019. ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-019-7428-4

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19
Designing an ensemble of classifiers for smartphone-based indoor localization irrespective of device configuration
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Designing an ensemble of classifiers for smartphone-based indoor localization irrespective of device configuration

Multimedia tools and applications, 2021-05, Vol.80 (13), p.20501-20525 [Peer Reviewed Journal]

The Author(s), under exclusive licence to Springer Science+Business Media, LLC part of Springer Nature 2021 ;The Author(s), under exclusive licence to Springer Science+Business Media, LLC part of Springer Nature 2021. ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-020-10456-w

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20
A framework to reduce category proliferation in fuzzy ARTMAP classifiers adopted for image retrieval using differential evolution algorithm
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A framework to reduce category proliferation in fuzzy ARTMAP classifiers adopted for image retrieval using differential evolution algorithm

Multimedia tools and applications, 2020-02, Vol.79 (5-6), p.4217-4238 [Peer Reviewed Journal]

Springer Science+Business Media, LLC, part of Springer Nature 2019 ;Multimedia Tools and Applications is a copyright of Springer, (2019). All Rights Reserved. ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-019-07887-5

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