Publications
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Publications

Apr.2024 - Mar.2025

Journals (Peer-reviewed)

  1. Sukrit Leelaluk, Cheng Tang, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Takayoshi Yamashita, Atsushi Shimada
    Attention-Based Artificial Neural Network for Student Performance Prediction Based on Learning Activities
    IEEE Access, Vol.12, pp.100659-100675, 2024.07
    BibTeX
  2. Cheng Tang, Yuki Todo, Sachiko Kodera, Rong Sun, Atsushi Shimada, Akimasa Hirata
    A novel multivariate time series forecasting dendritic neuron model for COVID-19 pandemic transmission tendency
    Neural Networks, p.106527, 2024.07
    BibTeX
  3. Yiding Li, Atsushi Shimada, Tsubasa Minematsu, Cheng Tang
    A framework of specialized knowledge distillation for Siamese tracker on challenging attributes
    Machine Vision and Applications, Vol.35, No.4, pp.1-18, 2024.07
    BibTeX
  4. Cheng Tang, Junkai Ji, Yuki Todo, Atsushi Shimada, Weiping Ding, Akimasa Hirata
    Dendritic Neural Network: A Novel Extension of Dendritic Neuron Model
    IEEE Transactions on Emerging Topics in Computational Intelligence, Vol.8, No.3, pp.2228-2239, 2024.06
    BibTeX

International Conferences (Peer-reviewed)

  1. Ivo Lodovico Molina, Valdemar Svabensky, Tsubasa Minematsu, Li Chen, Fumiya Okubo, Atsushi Shimada
    Comparison of Large Language Models for Generating Contextually Relevant Questions
    Technology Enhanced Learning for Inclusive and Equitable Quality Education (EC-TEL 2024), Vol.15160, No.2, pp.137–143, 2024.09
    BibTeX
  2. Yongle Ren, Cheng Tang, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada
    QA-Knowledge Attention for Exam Performance Prediction
    Technology Enhanced Learning for Inclusive and Equitable Quality Education (EC-TEL 2024), Vol.15159, No.1, pp.375-389, 2024.09
    BibTeX
  3. Gen Li, Cheng Tang, Li Chen, Daisuke Deguchi, Takayoshi Yamashita, Atsushi Shimada
    LLM-Driven Ontology Learning to Augment Student Performance Analysis in Higher Education
    International Conference on Knowledge Science, Engineering and Management (KSEM 2024), Vol.3, pp.57-68, 2024.08
    BibTeX
  4. Cheng Tang, Li Chen, Gen Li, Tsubasa Minematsu, Fumiya Okubo, Yuta Taniguchi, Atsushi Shimada
    Visual Analytics of Learning Behavior Based on the Dendritic Neuron Model
    International Conference on Knowledge Science, Engineering and Management (KSEM 2024), Vol.2, pp.192-203, 2024.08
    BibTeX
  5. Svabensky Valdemar, Melina Verger, Maria Mercedes T. Rodrigo, Clarence James G. Monterozo, Ryan S. Baker, Miguel Zenon Nicanor Lerias Saavedra, Sebastien Lalle, Atsushi Shimada
    Evaluating Algorithmic Bias in Models for Predicting Academic Performance of Filipino Students
    The 17th International Conference on Educational Data Mining (EDM2024), 2024.07
    BibTeX
  6. Yuma Miyazaki, Svabensky Valdemar, Yuta Taniguchi, Fumiya Okubo, Tsubasa Minematsu, Atsushi Shimada
    E2Vec: Feature Embedding with Temporal Information for Analyzing Student Actions in E-Book Systems
    The 17th International Conference on Educational Data Mining (EDM2024), 2024.07
    BibTeX
  7. Boxuan Ma, Li Chen, Shin’ichi Konomi
    Enhancing Programming Education with ChatGPT: A Case Study on Student Perceptions and Interactions in a Python Course
    25th International Conference on Artificial Intelligence in Education (AIED 2024), No.1, pp.113-126, 2024.07
    BibTeX
  8. Li Chen, Gen Li, Boxuan Ma, Cheng Tang, Fumiya Okubo, Atsushi Shimada
    How Do Strategies for Using ChatGPT Affect Knowledge Comprehension?
    25th International Conference on Artificial Intelligence in Education (AIED 2024), No.1, pp.151-162, 2024.07
    BibTeX
  9. Yunyu Zhou, Cheng Tang, Atsushi Shimada
    A Novel Approach: Enhancing Data Extraction from Student Handwritten Notes Using Multi-Task U-Net and GPT-4
    Joint International Conference on Automation-Intelligence-Safety & International Symposium on Autonomous Systems (ICAIS&ISAS2024), 2024.05
    BibTeX
  10. Li Yiding, Cheng Tang, Tsubasa Minematsu, Atsushi Shimada
    A High-speed and Lightweight Siamese Tracker based on RepVGG Network
    Joint International Conference on Automation-Intelligence-Safety & International Symposium on Autonomous Systems (ICAIS&ISAS2024), 2024.05
    BibTeX
  11. Li Yiding, Cheng Tang, Tsubasa Minematsu, Atsushi Shimada
    Visibility-aware Multi-teacher Knowledge Distillation for Siamese Tracker
    Joint International Conference on Automation-Intelligence-Safety & International Symposium on Autonomous Systems (ICAIS&ISAS2024), 2024.05
    BibTeX