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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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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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Optimization Strategy of Classification Model Based on Weighted Implicit Optimal Extreme Learning Machine

IEEE access, 2024, Vol.12, p.1-1

2024

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Multi-view Multi-label Learning with Shared Features Inconsistency

Neural processing letters, 2024-06, Vol.56 (3), p.182

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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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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Towards a general-purpose foundation model for computational pathology

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

2024

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Few-shot transfer learning for wearable IMU-based human activity recognition

Neural computing & applications, 2024, Vol.36 (18), p.10811-10823

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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Artificial intelligence in paleontology

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

2024

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Impact of transfer learning compared to convolutional neural networks on fruit detection

Journal of intelligent & fuzzy systems, 2024-04, Vol.46 (4), p.7791

2024

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Glacier: guided locally constrained counterfactual explanations for time series classification

Machine learning, 2024, Vol.113 (7), p.4639-4669

2024

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Classification with costly features in hierarchical deep sets

Machine learning, 2024, Vol.113 (7), p.4487-4522

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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A Multi-view Semi-supervised Takagi–Sugeno–Kang Fuzzy System for EEG Emotion Classification

International journal of fuzzy systems, 2024, Vol.26 (4), p.1285-1299

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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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 deep ensemble learning framework for COVID-19 detection in chest X-ray images

Network modeling and analysis in health informatics and bioinformatics (Wien), 2024-12, Vol.13 (1), p.30

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

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

Optimization Strategy of Classification Model Based on Weighted Implicit Optimal Extreme Learning Machine

Multi-view Multi-label Learning with Shared Features Inconsistency

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

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

Towards a general-purpose foundation model for computational pathology

Few-shot transfer learning for wearable IMU-based human activity recognition

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

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

Artificial intelligence in paleontology

Impact of transfer learning compared to convolutional neural networks on fruit detection

Glacier: guided locally constrained counterfactual explanations for time series classification

Classification with costly features in hierarchical deep sets

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

A Multi-view Semi-supervised Takagi–Sugeno–Kang Fuzzy System for EEG Emotion Classification

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

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

A deep ensemble learning framework for COVID-19 detection in chest X-ray images

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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