Publications
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Publications

Apr.2023 - Mar.2024

Journals (Peer-reviewed)

  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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)

  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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