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TLCE: Transfer-Learning Based Classifier Ensembles for Few-Shot Class-Incremental Learning

Neural processing letters, 2024-08, Vol.56 (3), p.167

2024

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Kidney Tumor Classification on CT Images Using Self-Supervised Learning

Computers in biology and medicine, 2024-06, Vol.176, p.108554-108554, Article 108554

2024

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Self supervised learning based emotion recognition using physiological signals

Frontiers in human neuroscience, 2024-04, Vol.18, p.1334721-1334721

2024

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Online continual streaming learning for embedded space applications

Journal of real-time image processing, 2024-05, Vol.21 (3), p.68

2024

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AI-based disease category prediction model using symptoms from low-resource Ethiopian language: Afaan Oromo text

Scientific reports, 2024-05, Vol.14 (1), p.11233-11233

2024

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BC-QNet: A quantum-infused ELM model for breast cancer diagnosis

Computers in biology and medicine, 2024-06, Vol.175, p.108483-108483, Article 108483

2024

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A Critical Analysis of Deep Semi-Supervised Learning Approaches for Enhanced Medical Image Classification

Information (Basel), 2024-05, Vol.15 (5), p.246

2024

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Enhancing E-Learning Adaptability with Automated Learning Style Identification and Sentiment Analysis: A Hybrid Deep Learning Approach for Smart Education

Information (Basel), 2024-05, Vol.15 (5), p.277

2024

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Artificial intelligence in paleontology

Earth-science reviews, 2024-05, Vol.252, Article 104765

2024

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Towards a general-purpose foundation model for computational pathology

Nature medicine, 2024-03, Vol.30 (3), p.850-862

2024

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CerviLearnNet: Advancing cervical cancer diagnosis with reinforcement learning-enhanced convolutional networks

Heliyon, 2024-05, Vol.10 (9), p.e29913-e29913, Article e29913

2024

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Precise detection of awareness in disorders of consciousness using deep learning framework

NeuroImage (Orlando, Fla.), 2024-04, Vol.290, p.120580-120580, Article 120580

2024

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A Novel Classification Method: Neighborhood-Based Positive Unlabeled Learning Using Decision Tree (NPULUD)

Entropy (Basel, Switzerland), 2024-05, Vol.26 (5), p.403

2024

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Tinnitus classification based on resting-state functional connectivity using a convolutional neural network architecture

NeuroImage (Orlando, Fla.), 2024-04, Vol.290, p.120566-120566, Article 120566

2024

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A Deep Auto-Optimized Collaborative Learning (DACL) model for disease prognosis using AI-IoMT systems

Scientific reports, 2024-05, Vol.14 (1), p.10280-10280

2024

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A novel breast cancer image classification model based on multiscale texture feature analysis and dynamic learning

Scientific reports, 2024-03, Vol.14 (1), p.7216-7216

2024

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Automatic Optimization of Deep Learning Training through Feature-Aware-Based Dataset Splitting

Algorithms, 2024-03, Vol.17 (3), p.106

2024

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Migraine headache (MH) classification using machine learning methods with data augmentation

Scientific reports, 2024-03, Vol.14 (1), p.5180-5180

2024

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A computationally efficient speech emotion recognition system employing machine learning classifiers and ensemble learning

International journal of speech technology, 2024, Vol.27 (1), p.239-254

2024

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Analysis of selected deep features with CNN-SVM-based for bread wheat seed classification

European food research & technology, 2024-06, Vol.250 (6), p.1551-1561

Yasar, Ali

2024

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A New Machine-Learning-Driven Grade-Point Average Prediction Approach for College Students Incorporating Psychological Evaluations in the Post-COVID-19 Era

Electronics (Basel), 2024-05, Vol.13 (10), p.1928

2024

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Multi-level relation learning for cross-domain few-shot hyperspectral image classification

Applied intelligence (Dordrecht, Netherlands), 2024-03, Vol.54 (5), p.4392-4410

2024

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A self-supervised learning model based on variational autoencoder for limited-sample mammogram classification

Applied intelligence (Dordrecht, Netherlands), 2024-02, Vol.54 (4), p.3448-3463

2024

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Enhanced Modulation Recognition Through Deep Transfer Learning in Hybrid Graph Convolutional Networks

IEEE access, 2024, Vol.12, p.54536-54549

2024

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Slideflow: deep learning for digital histopathology with real-time whole-slide visualization

BMC bioinformatics, 2024-03, Vol.25 (1), p.134-134

2024

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TLCE: Transfer-Learning Based Classifier Ensembles for Few-Shot Class-Incremental Learning

Kidney Tumor Classification on CT Images Using Self-Supervised Learning

Self supervised learning based emotion recognition using physiological signals

Online continual streaming learning for embedded space applications

AI-based disease category prediction model using symptoms from low-resource Ethiopian language: Afaan Oromo text

BC-QNet: A quantum-infused ELM model for breast cancer diagnosis

A Critical Analysis of Deep Semi-Supervised Learning Approaches for Enhanced Medical Image Classification

Enhancing E-Learning Adaptability with Automated Learning Style Identification and Sentiment Analysis: A Hybrid Deep Learning Approach for Smart Education

Artificial intelligence in paleontology

Towards a general-purpose foundation model for computational pathology

CerviLearnNet: Advancing cervical cancer diagnosis with reinforcement learning-enhanced convolutional networks

Precise detection of awareness in disorders of consciousness using deep learning framework

A Novel Classification Method: Neighborhood-Based Positive Unlabeled Learning Using Decision Tree (NPULUD)

Tinnitus classification based on resting-state functional connectivity using a convolutional neural network architecture

A Deep Auto-Optimized Collaborative Learning (DACL) model for disease prognosis using AI-IoMT systems

A novel breast cancer image classification model based on multiscale texture feature analysis and dynamic learning

Automatic Optimization of Deep Learning Training through Feature-Aware-Based Dataset Splitting

Migraine headache (MH) classification using machine learning methods with data augmentation

A computationally efficient speech emotion recognition system employing machine learning classifiers and ensemble learning

Analysis of selected deep features with CNN-SVM-based for bread wheat seed classification

A New Machine-Learning-Driven Grade-Point Average Prediction Approach for College Students Incorporating Psychological Evaluations in the Post-COVID-19 Era

Multi-level relation learning for cross-domain few-shot hyperspectral image classification

A self-supervised learning model based on variational autoencoder for limited-sample mammogram classification

Enhanced Modulation Recognition Through Deep Transfer Learning in Hybrid Graph Convolutional Networks

Slideflow: deep learning for digital histopathology with real-time whole-slide visualization

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