名古屋工業大学 · 工学部 · 准教授

研究キーワードswarm intelligence・dendritic neural models・time series forecasting・computer vision・knowledge distillation・optimization algorithms

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• MFLSCI: multi-granularity fusion and label semantic correlation information for multi-label legal text classification
• A novel machine learning technique for computer-aided diagnosis
• A high-speed and lightweight siamese tracker based on RepVGG network
• LLM-driven ontology learning to augment student performance analysis in higher education

• Development of a trusted XAI-based dropout prediction method with feature selection
• Development of an explainable dendritic neural network with transparent architecture for medical image analysis
• 学習行動ログを用いた行動シーケンスモデリングと成績予測

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