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Deep learning

A novel channel reduction concept to enhance the classification of motor imagery tasks in brain-computer interface systems

Taslima Khanam, Siuly Siuly, Kabir Ahmad, Hua Wang

PhysioFormer: Integrating multimodal physiological signals and symbolic regression for explainable affective state prediction

Zhifeng Wang, Wanxuan Wu, Chunyan Zeng, Jialiang Shen

HybridoNet-Adapt: A domain-adapted framework for accurate lithium-ion battery RUL prediction

Khoa Tran, Bao Huynh, [ ... ], Hung-Cuong Trinh

Automated forest land division using deep learning and drone imagery

Kushagra Umesh Borse, Ninad Nilesh Sugandhi, Chirayu Batra, Maria Anu Vensuslaus

ALGA-DenseNet ground-based cloud classification network based on multi-scale features

Binbin Tu, Haoyuan Zhou, [ ... ], Nanmu Hui

Enhanced audience sentiment analysis in IoT-integrated metaverse media communication

Hongtao Wang, Shan Wang, [ ... ], Jiandong Huang

Benchmarking diffusion models against state-of-the-art architectures for OCT fluid biomarker segmentation

Katherine Du, Utkarsh Doshi, [ ... ], Kiran Kumar Vupparaboina

Cardiovascular disease detection: A hybrid machine learning-AI framework for personalized diagnosis and risk assessment

Medhat A. Tawfeek, Ibrahim Alrashdi, Madallah Alruwaili, Hisham Allahem

DCAF-GAN: Enhancing historical landscape restoration with dual-branch feature extraction and attention fusion

Li Fang, Bo Han, [ ... ], Dandan Wang

Self-learning model fusion for network anomaly detection: A hybrid CNN-LSTM-transformer framework

Jun Wang, Ning Huang, [ ... ], Hoekyung Jung

SCI-YOLO11: An improved defect detection algorithm for transmission line insulators based on YOLO11

Junyan Wang, Yuqian Wang, [ ... ], Miaomiao Wang

Fault detection of high-speed train wheelset bearings based on improved auxiliary classifier generative adversarial networks and VAE

Jiandong Qiu, Jiaxuan Liu, [ ... ], Meng Li

A surface defect detection method for electronic products based on improved YOLOv11

Jianming Meng, Longjian Guo, Wei Hao, Deepak Kumar Jain

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