Publications
Publications
Apr.2023 - Mar.2024
Journals (Peer-reviewed)
- 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, 2024.03
BibTeX
- Hassan Shabani Mputu, Ahmed Abdel-Mawgood, Atsushi Shimada, Mohammed S. Sayed
Real-Time Tomato Quality Assessment Using Hybrid CNN-SVM Model
IEEE Embedded Systems Letters, 2024.02
BibTeX
- Hassan Shabani Mputu, Ahmed Abdel-Mawgood, Atsushi Shimada, Mohammed S. Sayed
Tomato Quality Classification based on Transfer Learning Feature Extraction and Machine Learning Algorithm Classifiers
IEEE Access, Vol.12, pp.8283-8295, 2024.01
BibTeX
- Xuewang Geng, Li Chen, Xu Yufan, Hiroaki Ogata, Atsushi Shimada, Masanori Yamada
Learning behavioral patterns of students with varying performance in a high school mathematics course using an e-book system
Research and Practice in Technology Enhanced Learning, Vol.19, 2023.12
BibTeX
- Seiyu Okai, Tsubasa Minematsu, Fumiya Okubo, Yuta Taniguchi, Hideaki Uchiyama, Atsushi Shimada
A System to Realize Time- and Location-Independent Teaching and Learning Among Learners Through Sharing Learning-Articles
Towards a Collaborative Society Through Creative Learning, Vol.685, pp.475–487, 2023.09
BibTeX
- Kanu Shiga, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada, Rin-ichiro Taniguchi
Development and Evaluation of a Field Environment Digest System for Agricultural Education
Towards a Collaborative Society Through Creative Learning, Vol.685, pp.87-99, 2023.09
BibTeX
- Li Chen, Xuewang Geng, Min Lu, Atsushi Shimada, Masanori Yamada
How Students Use Learning Analytics Dashboards in Higher Education: A Learning Performance Perspective
SAGE Open, Vol.13, No.3, 2023.08
BibTeX
International Conferences (Peer-reviewed)
- Adam Wynn, Jingyun Wang, Zhongtian Sun, Atsushi Shimada
Analysing Learner Behaviour in an Ontology-Based E-learning System: A Graph Neural Network Approach
The Fourteenth International Conference on Learning Analytics & Knowledge (LAK24 Companion Proceedings), pp.287-289, 2024.03
BibTeX
- Shuaileng Yuan, Sukrit Leelaluk, Cheng Tang, Li Chen, Fumiya Okubo, Atsushi Shimada
A Deep learning Grade Prediction Model of Online Learning Performance Based on knowledge learning representation
The 6th Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK24 Data Challenge), 2024.03
BibTeX
- Abdul Berr, Sukrit Leelaluk, Cheng Tang, Li Chen, Fumiya Okubo, Atsushi Shimada
Educational Data Analysis using Generative AI
The 6th Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK24 Data Challenge), 2024.03
BibTeX
- Dao Zhou, Tsubasa Minematsu, Cheng Tang, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada
A Human-in-the-Loop Annotation Framework for Surveillance Scenarios with Enhanced Overlapping Object Detection
The 30th International Workshop on Frontiers of Computer Vision 2024 (IW-FCV2024), 2024.02
BibTeX
- Ikkei Igawa, Yuta Taniguchi, Tsubasa Minematsu, Fumiya Okubo, Atsushi Shimada
Investigating Programming Performance Predictability from Embedding Vectors of Coding Behaviors
International Conference on Computers in Education 2023 (ICCE2023), Vol.1, pp.487-489, 2023.12
BibTeX
- Yunyu Zhou, Tsubasa Minematsu, Atsushi Shimada
Improvement of Image Segmentation Model for Handwritten Notebook Analytics
IEEE International Conference on Image Processing (ICIP2023), 2023.10
BibTeX
- Erwin D. Lopez Z., Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada
LECTOR: An attention-based model to quantify e-book lecture slides and topics relationships
The 16th International Conference on Educational Data Mining (EDM2023), pp.419-424, 2023.07
BibTeX
- Sayaka Kogishi, Tsubasa Minematsu, Atsushi Shimada, Hiroaki Kawashima
Predicting Student Scores Using Browsing Data and Content Information of Learning Materials
The 24th International Conference on Artificial Intelligence in Education (AIED2023), Vol.2, pp.555-560, 2023.07
BibTeX
- Tsubasa Minematsu, Yuta Taniguchi, Atsushi Shimada
Contrastive Learning For Reading Behavior Embedding in E-book System
The 24th International Conference on Artificial Intelligence in Education (AIED2023), Vol.1, pp.426-437, 2023.07
BibTeX