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1
A hybrid hierarchical framework for classification of breast density using digitized film screen mammograms
A hybrid hierarchical framework for classification of breast density using digitized film screen mammograms
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A hybrid hierarchical framework for classification of breast density using digitized film screen mammograms

Multimedia tools and applications, 2017-09, Vol.76 (18), p.18789-18813 [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/s11042-016-4340-z

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2
Dementia classification using MR imaging and clinical data with voting based machine learning models
Dementia classification using MR imaging and clinical data with voting based machine learning models
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Dementia classification using MR imaging and clinical data with voting based machine learning models

Multimedia tools and applications, 2022-07, Vol.81 (18), p.25971-25992 [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/s11042-022-12754-x

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3
Movie genre classification using binary relevance, label powerset, and machine learning classifiers
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 ;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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4
Designing an ensemble of classifiers for smartphone-based indoor localization irrespective of device configuration
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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5
Novel approach with nature-inspired and ensemble techniques for optimal text classification
Novel approach with nature-inspired and ensemble techniques for optimal text classification
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Novel approach with nature-inspired and ensemble techniques for optimal text classification

Multimedia tools and applications, 2020-09, Vol.79 (33-34), p.23821-23848 [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/s11042-020-09013-2

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6
Dynamically building diversified classifier pruning ensembles via canonical correlation analysis
Dynamically building diversified classifier pruning ensembles via canonical correlation analysis
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Dynamically building diversified classifier pruning ensembles via canonical correlation analysis

Multimedia tools and applications, 2019, Vol.78 (1), p.271-288 [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/s11042-018-5718-x

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7
MRMR-based ensemble pruning for facial expression recognition
MRMR-based ensemble pruning for facial expression recognition
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MRMR-based ensemble pruning for facial expression recognition

Multimedia tools and applications, 2018-06, Vol.77 (12), p.15251-15272 [Peer Reviewed Journal]

Springer Science+Business Media, LLC 2017 ;Multimedia Tools and Applications is a copyright of Springer, (2017). All Rights Reserved. ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-017-5105-z

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8
Minimum redundancy maximum relevance (mRMR) based feature selection from endoscopic images for automatic gastrointestinal polyp detection
Minimum redundancy maximum relevance (mRMR) based feature selection from endoscopic images for automatic gastrointestinal polyp detection
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Minimum redundancy maximum relevance (mRMR) based feature selection from endoscopic images for automatic gastrointestinal polyp detection

Multimedia tools and applications, 2020-09, Vol.79 (33-34), p.23633-23643 [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/s11042-020-09151-7

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9
Improvement of emotion recognition from facial images using deep learning and early stopping cross validation
Improvement of emotion recognition from facial images using deep learning and early stopping cross validation
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Improvement of emotion recognition from facial images using deep learning and early stopping cross validation

Multimedia tools and applications, 2022-09, Vol.81 (21), p.29887-29917 [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. ;Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-022-12058-0

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10
Rumour veracity detection on twitter using particle swarm optimized shallow classifiers
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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11
Classification of acute lymphoblastic leukaemia using hybrid hierarchical classifiers
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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12
A framework to reduce category proliferation in fuzzy ARTMAP classifiers adopted for image retrieval using differential evolution algorithm
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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13
Active learning with prediction vector diversity for crop classification in western Inner Mongolia
Active learning with prediction vector diversity for crop classification in western Inner Mongolia
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Active learning with prediction vector diversity for crop classification in western Inner Mongolia

Multimedia tools and applications, 2023-04, Vol.82 (10), p.15079-15112 [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/s11042-022-13768-1

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14
Segmentation of brain MR images using a proper combination of DCS based method with MRF
Segmentation of brain MR images using a proper combination of DCS based method with MRF
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Segmentation of brain MR images using a proper combination of DCS based method with MRF

Multimedia tools and applications, 2018-04, Vol.77 (7), p.8001-8018 [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/s11042-017-4696-8

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15
A novel LMS algorithm for ECG signal preprocessing and KNN classifier based abnormality detection
A novel LMS algorithm for ECG signal preprocessing and KNN classifier based abnormality detection
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A novel LMS algorithm for ECG signal preprocessing and KNN classifier based abnormality detection

Multimedia tools and applications, 2018-04, Vol.77 (8), p.10365-10374 [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/s11042-018-5762-6

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16
Unsupervised segmentation and elm for fabric defect image classification
Unsupervised segmentation and elm for fabric defect image classification
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Unsupervised segmentation and elm for fabric defect image classification

Multimedia tools and applications, 2019-05, Vol.78 (9), p.12421-12449 [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/s11042-018-6786-7

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17
Feature selection for text classification: A review
Feature selection for text classification: A review
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Feature selection for text classification: A review

Multimedia tools and applications, 2019-02, Vol.78 (3), p.3797-3816 [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/s11042-018-6083-5

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18
An ensemble approach using a frequency-based and stacking classifiers for effective facial expression recognition
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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19
Hybridized approach of image segmentation in classification of fruit mango using BPNN and discriminant analyzer
Hybridized approach of image segmentation in classification of fruit mango using BPNN and discriminant analyzer
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Hybridized approach of image segmentation in classification of fruit mango using BPNN and discriminant analyzer

Multimedia tools and applications, 2021-02, Vol.80 (4), p.4943-4973 [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/s11042-020-09747-z

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20
Fast Iris localization using Haar-like features and AdaBoost algorithm
Fast Iris localization using Haar-like features and AdaBoost algorithm
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Fast Iris localization using Haar-like features and AdaBoost algorithm

Multimedia tools and applications, 2020-12, Vol.79 (45-46), p.34339-34362 [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/s11042-020-08907-5

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