Vol. 25 (2025)

Research Articles

• CaT-SleepNet: A Cross-Attention and Transformer-Based Hybrid Framework for EEG–EOG Sleep Stage Classification

  Jin Peng, Haodong Fang, Yuanyuan Sheng, Wensheng Liu, Yuyue Wu, Ruiheng Xie, Li Zhu

  100-113

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• Real-Time Positive Emotion Recognition Using the Positive Unlabeled Learning Method in a Brain Computer Interface System

  Zizhu Li, Chengyuan Shen, Liangyu Zhao, Taiyo Maeda, Jianting Cao

  88-99

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• Detection of Deep Sleep Stages in Multi-Channel EEG Signals Based on Spectral Feature Quantification Methods

  Jinsha Liu, Chengyuan Shen, Liangyu Zhao, Taiyo Maeda, Jianting Cao

  70-87

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• Modelling the Employability of Management Graduates: Complementing Parametric Approaches with Machine Learning on Small Social Data

  Ravelonahina Andrianjaka Hasina, Robinson Matio, Andriamanohisoa Hery Zo

  51-69

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• Joint Independent Component Analysis for Enhanced Preprocessing in Collaborative Multi-Brain Motor Imagery BCIs

  Jiaxuan Qin, Li Zhu; Xinlei Chen

  40-50

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• A Portable EEG-Based Sleep Monitoring and Real-Time Feedback System Without Cloud Infrastructure

  Jinsha Liu, Chengyuan Shen, Jianting Cao

  25-39

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• Parallel Metaheuristic Algorithms for Task Scheduling Problems

  Sirui Mao, Masato Edahiro

  1-24

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