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Hard-Soft Pseudo Labels Guided Semi-Supervised Learning for Point Cloud Classification

IEEE signal processing letters, 2024, Vol.31, p.1-5

2024

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IEEE_Xplore

A novel hybrid supervised and unsupervised hierarchical ensemble for COVID-19 cases and mortality prediction

Scientific reports, 2024-04, Vol.14 (1), p.9782-9782

2024

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Exploring deep learning techniques for wild animal behaviour classification using animal‐borne accelerometers

Methods in ecology and evolution, 2024-04, Vol.15 (4), p.716-731

2024

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Predict student learning styles and suitable assessment methods using click stream

Egyptian informatics journal, 2024-06, Vol.26, p.100469, Article 100469

2024

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Transfer Learning-Based Hyperspectral Image Classification Using Residual Dense Connection Networks

Sensors (Basel, Switzerland), 2024-04, Vol.24 (9), p.2664

2024

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Fine-Grained Self-Supervised Learning with Jigsaw puzzles for medical image classification

Computers in biology and medicine, 2024-05, Vol.174, p.108460-108460, Article 108460

2024

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On the use of contrastive learning for standard-plane classification in fetal ultrasound imaging

Computers in biology and medicine, 2024-05, Vol.174, p.108430-108430, Article 108430

2024

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LaANIL: ANIL with Look-Ahead Meta-Optimization and Data Parallelism

Electronics (Basel), 2024-04, Vol.13 (8), p.1585

2024

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Multiscale attention for few‐shot image classification

Computational intelligence, 2024-04, Vol.40 (2), p.n/a

2024

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Tire mode shape categorization using Zernike annular moment and machine learning classification

Scientific reports, 2024-04, Vol.14 (1), p.9482-9482

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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Triple-task mutual consistency for semi-supervised 3D medical image segmentation

Computers in biology and medicine, 2024-06, Vol.175, p.108506-108506, Article 108506

2024

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A parallel chimp optimization algorithm based on tracking-learning and fuzzy opposition-learning behaviors for data classification

Applied soft computing, 2024-05, Vol.157, Article 111547

2024

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Trained neural networking framework based skin cancer diagnosis and categorization using grey wolf optimization

Scientific reports, 2024-04, Vol.14 (1), p.9388-9388

2024

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Noisecut: a python package for noise-tolerant classification of binary data using prior knowledge integration and max-cut solutions

BMC bioinformatics, 2024-04, Vol.25 (1), p.155-155

2024

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Medicinal Plants Identification Using Federated Deep Learning

Procedia computer science, 2024, Vol.234, p.247-254

2024

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A survey of the impact of self-supervised pretraining for diagnostic tasks in medical X-ray, CT, MRI, and ultrasound

BMC medical imaging, 2024-04, Vol.24 (1), p.79-79

2024

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Hematologic cancer diagnosis and classification using machine and deep learning: State-of-the-art techniques and emerging research directives

Artificial intelligence in medicine, 2024-06, Vol.152, p.102883-102883, Article 102883

2024

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CEDR: Contrastive Embedding Distribution Refinement for 3D point cloud representation

Signal processing. Image communication, 2024-07, Vol.125, Article 117129

2024

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Improving speech depression detection using transfer learning with wav2vec 2.0 in low-resource environments

Scientific reports, 2024-04, Vol.14 (1), p.9543-9543

2024

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Class-Incremental Novel Category Discovery in Remote Sensing Image Scene Classification Via Contrastive Learning

IEEE journal of selected topics in applied earth observations and remote sensing, 2024-01, Vol.17, p.1-12

2024

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Enhancing Zero-Shot Stance Detection with Contrastive and Prompt Learning

Entropy (Basel, Switzerland), 2024-04, Vol.26 (4), p.325

2024

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Supervised Contrastive Learning for Multisensor Signals Classification in Automobile Engine Manufacturing

IEEE transactions on industrial informatics, 2024, Vol.20 (5), p.1-13

2024

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IEEE_Xplore

MulStack: An ensemble learning prediction model of multilabel mRNA subcellular localization

Computers in biology and medicine, 2024-06, Vol.175, p.108289-108289, Article 108289

2024

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Application of Stacking Ensemble Learning in Predicting Copper’s Flotation Concentrate Grade

Minerals (Basel), 2024-04, Vol.14 (4), p.424

2024

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Hard-Soft Pseudo Labels Guided Semi-Supervised Learning for Point Cloud Classification

A novel hybrid supervised and unsupervised hierarchical ensemble for COVID-19 cases and mortality prediction

Exploring deep learning techniques for wild animal behaviour classification using animal‐borne accelerometers

Predict student learning styles and suitable assessment methods using click stream

Transfer Learning-Based Hyperspectral Image Classification Using Residual Dense Connection Networks

Fine-Grained Self-Supervised Learning with Jigsaw puzzles for medical image classification

On the use of contrastive learning for standard-plane classification in fetal ultrasound imaging

LaANIL: ANIL with Look-Ahead Meta-Optimization and Data Parallelism

Multiscale attention for few‐shot image classification

Tire mode shape categorization using Zernike annular moment and machine learning classification

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

Triple-task mutual consistency for semi-supervised 3D medical image segmentation

A parallel chimp optimization algorithm based on tracking-learning and fuzzy opposition-learning behaviors for data classification

Trained neural networking framework based skin cancer diagnosis and categorization using grey wolf optimization

Noisecut: a python package for noise-tolerant classification of binary data using prior knowledge integration and max-cut solutions

Medicinal Plants Identification Using Federated Deep Learning

A survey of the impact of self-supervised pretraining for diagnostic tasks in medical X-ray, CT, MRI, and ultrasound

Hematologic cancer diagnosis and classification using machine and deep learning: State-of-the-art techniques and emerging research directives

CEDR: Contrastive Embedding Distribution Refinement for 3D point cloud representation

Improving speech depression detection using transfer learning with wav2vec 2.0 in low-resource environments

Class-Incremental Novel Category Discovery in Remote Sensing Image Scene Classification Via Contrastive Learning

Enhancing Zero-Shot Stance Detection with Contrastive and Prompt Learning

Supervised Contrastive Learning for Multisensor Signals Classification in Automobile Engine Manufacturing

MulStack: An ensemble learning prediction model of multilabel mRNA subcellular localization

Application of Stacking Ensemble Learning in Predicting Copper’s Flotation Concentrate Grade

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