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1
A review of epileptic seizure detection using machine learning classifiers
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A review of epileptic seizure detection using machine learning classifiers

Brain informatics, 2020-05, Vol.7 (1), p.5-5, Article 5 [Peer Reviewed Journal]

The Author(s) 2020 ;COPYRIGHT 2020 Springer ;The Author(s) 2020. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 2198-4018 ;EISSN: 2198-4026 ;DOI: 10.1186/s40708-020-00105-1 ;PMID: 32451639

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2
Unsupervised deep learning approach for network intrusion detection combining convolutional autoencoder and one-class SVM
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Unsupervised deep learning approach for network intrusion detection combining convolutional autoencoder and one-class SVM

Applied intelligence (Dordrecht, Netherlands), 2021-10, Vol.51 (10), p.7094-7108 [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: 0924-669X ;EISSN: 1573-7497 ;DOI: 10.1007/s10489-021-02205-9

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3
A comparative analysis of gradient boosting algorithms
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A comparative analysis of gradient boosting algorithms

The Artificial intelligence review, 2021-03, Vol.54 (3), p.1937-1967 [Peer Reviewed Journal]

Springer Nature B.V. 2020 ;COPYRIGHT 2021 Springer ;Springer Nature B.V. 2020. ;ISSN: 0269-2821 ;EISSN: 1573-7462 ;DOI: 10.1007/s10462-020-09896-5

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4
Swarm Learning for decentralized and confidential clinical machine learning
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Swarm Learning for decentralized and confidential clinical machine learning

Nature (London), 2021-06, Vol.594 (7862), p.265-270 [Peer Reviewed Journal]

COPYRIGHT 2021 Nature Publishing Group ;Copyright Nature Publishing Group Jun 10, 2021 ;The Author(s) 2021 ;ISSN: 0028-0836 ;EISSN: 1476-4687 ;DOI: 10.1038/s41586-021-03583-3 ;PMID: 34040261

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5
Supervised learning with quantum-enhanced feature spaces
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Supervised learning with quantum-enhanced feature spaces

Nature (London), 2019-03, Vol.567 (7747), p.209-212 [Peer Reviewed Journal]

COPYRIGHT 2019 Nature Publishing Group ;Copyright Nature Publishing Group Mar 14, 2019 ;ISSN: 0028-0836 ;EISSN: 1476-4687 ;DOI: 10.1038/s41586-019-0980-2 ;PMID: 30867609

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6
Problem formulations and solvers in linear SVM: a review
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Problem formulations and solvers in linear SVM: a review

The Artificial intelligence review, 2019-08, Vol.52 (2), p.803-855 [Peer Reviewed Journal]

Springer Science+Business Media B.V., part of Springer Nature 2018 ;COPYRIGHT 2019 Springer ;Artificial Intelligence Review is a copyright of Springer, (2018). All Rights Reserved. ;ISSN: 0269-2821 ;EISSN: 1573-7462 ;DOI: 10.1007/s10462-018-9614-6

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7
DNA methylation-based classification of central nervous system tumours
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Article
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DNA methylation-based classification of central nervous system tumours

Nature (London), 2018-03, Vol.555 (7697), p.469-474 [Peer Reviewed Journal]

COPYRIGHT 2018 Nature Publishing Group ;COPYRIGHT 2018 Nature Publishing Group ;Copyright Nature Publishing Group Mar 22, 2018 ;ISSN: 0028-0836 ;EISSN: 1476-4687 ;DOI: 10.1038/nature26000 ;PMID: 29539639

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8
Automatic denoising of functional MRI data: Combining independent component analysis and hierarchical fusion of classifiers
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Automatic denoising of functional MRI data: Combining independent component analysis and hierarchical fusion of classifiers

NeuroImage (Orlando, Fla.), 2014-04, Vol.90, p.449-468 [Peer Reviewed Journal]

2014 ;2015 INIST-CNRS ;Copyright © 2014. Published by Elsevier Inc. ;Copyright Elsevier Limited Apr 15, 2014 ;ISSN: 1053-8119 ;EISSN: 1095-9572 ;DOI: 10.1016/j.neuroimage.2013.11.046 ;PMID: 24389422

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9
Solving a Higgs optimization problem with quantum annealing for machine learning
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Solving a Higgs optimization problem with quantum annealing for machine learning

Nature (London), 2017-10, Vol.550 (7676), p.375-379 [Peer Reviewed Journal]

COPYRIGHT 2017 Nature Publishing Group ;COPYRIGHT 2017 Nature Publishing Group ;Copyright Nature Publishing Group Oct 19, 2017 ;ISSN: 0028-0836 ;EISSN: 1476-4687 ;DOI: 10.1038/nature24047 ;PMID: 29052620

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10
A soft-margin convex polyhedron classifier for nonlinear task with noise tolerance
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A soft-margin convex polyhedron classifier for nonlinear task with noise tolerance

Applied intelligence (Dordrecht, Netherlands), 2021, Vol.51 (1), p.453-466 [Peer Reviewed Journal]

Springer Science+Business Media, LLC, part of Springer Nature 2020 ;Springer Science+Business Media, LLC, part of Springer Nature 2020. ;ISSN: 0924-669X ;EISSN: 1573-7497 ;DOI: 10.1007/s10489-020-01854-6

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11
Ensemble-based classifiers
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Ensemble-based classifiers

The Artificial intelligence review, 2010-02, Vol.33 (1-2), p.1-39 [Peer Reviewed Journal]

Springer Science+Business Media B.V. 2009 ;Springer Science+Business Media B.V. 2010 ;ISSN: 0269-2821 ;EISSN: 1573-7462 ;DOI: 10.1007/s10462-009-9124-7

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12
Concept of hidden classes in pattern classification
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Article
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Concept of hidden classes in pattern classification

The Artificial intelligence review, 2023-09, Vol.56 (9), p.10327-10344 [Peer Reviewed Journal]

The Author(s) 2023 ;ISSN: 0269-2821 ;EISSN: 1573-7462 ;DOI: 10.1007/s10462-023-10430-6

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13
Fine-tuning more stable neural text classifiers for defending word level adversarial attacks
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Article
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Fine-tuning more stable neural text classifiers for defending word level adversarial attacks

Applied intelligence (Dordrecht, Netherlands), 2022-08, Vol.52 (10), p.11948-11965 [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: 0924-669X ;EISSN: 1573-7497 ;DOI: 10.1007/s10489-021-02800-w

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14
Improved whale optimization algorithm for feature selection in Arabic sentiment analysis
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Improved whale optimization algorithm for feature selection in Arabic sentiment analysis

Applied intelligence (Dordrecht, Netherlands), 2019-05, Vol.49 (5), p.1688-1707 [Peer Reviewed Journal]

Springer Science+Business Media, LLC, part of Springer Nature 2018 ;Applied Intelligence is a copyright of Springer, (2018). All Rights Reserved. ;ISSN: 0924-669X ;EISSN: 1573-7497 ;DOI: 10.1007/s10489-018-1334-8

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15
Kernel nonnegative representation-based classifier
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Kernel nonnegative representation-based classifier

Applied intelligence (Dordrecht, Netherlands), 2022, Vol.52 (2), p.2269-2289 [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: 0924-669X ;EISSN: 1573-7497 ;DOI: 10.1007/s10489-021-02486-0

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16
Graph-based dynamic ensemble pruning for facial expression recognition
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Article
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Graph-based dynamic ensemble pruning for facial expression recognition

Applied intelligence (Dordrecht, Netherlands), 2019-09, Vol.49 (9), p.3188-3206 [Peer Reviewed Journal]

Springer Science+Business Media, LLC, part of Springer Nature 2019 ;Applied Intelligence is a copyright of Springer, (2019). All Rights Reserved. ;ISSN: 0924-669X ;EISSN: 1573-7497 ;DOI: 10.1007/s10489-019-01435-2

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17
Effective hate-speech detection in Twitter data using recurrent neural networks
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Effective hate-speech detection in Twitter data using recurrent neural networks

Applied intelligence (Dordrecht, Netherlands), 2018-12, Vol.48 (12), p.4730-4742 [Peer Reviewed Journal]

Springer Science+Business Media, LLC, part of Springer Nature 2018 ;Applied Intelligence is a copyright of Springer, (2018). All Rights Reserved. ;ISSN: 0924-669X ;EISSN: 1573-7497 ;DOI: 10.1007/s10489-018-1242-y

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18
Tree-based classifier ensembles for early detection method of diabetes: an exploratory study
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Tree-based classifier ensembles for early detection method of diabetes: an exploratory study

The Artificial intelligence review, 2019-03, Vol.51 (3), p.355-370 [Peer Reviewed Journal]

Springer Science+Business Media Dordrecht 2017 ;COPYRIGHT 2019 Springer ;Artificial Intelligence Review is a copyright of Springer, (2017). All Rights Reserved. ;ISSN: 0269-2821 ;EISSN: 1573-7462 ;DOI: 10.1007/s10462-017-9565-3

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19
Stochastic optimization for bayesian network classifiers
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Stochastic optimization for bayesian network classifiers

Applied intelligence (Dordrecht, Netherlands), 2022-10, Vol.52 (13), p.15496-15516 [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: 0924-669X ;EISSN: 1573-7497 ;DOI: 10.1007/s10489-022-03356-z

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20
SVM ensemble training for imbalanced data classification using multi-objective optimization techniques
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SVM ensemble training for imbalanced data classification using multi-objective optimization techniques

Applied intelligence (Dordrecht, Netherlands), 2023-06, Vol.53 (12), p.15424-15441 [Peer Reviewed Journal]

The Author(s) 2022 ;ISSN: 0924-669X ;EISSN: 1573-7497 ;DOI: 10.1007/s10489-022-04291-9

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