Publications
Publications
Apr.2024 - Mar.2025
Journals (Peer-reviewed)
- 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
- 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
- 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
- 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)
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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