Visibility-aware Multi-teacher Knowledge Distillation for Siamese Tracker Reviewed

Li Y., Tang C., Minematsu T., Shimada A.

2024 7th International Symposium on Autonomous Systems Isas 2024   2024.01

LARGE LANGUAGE MODEL DETUNING IN LEARNING CONTENT UNDERSTANDING Reviewed

Minematsu T., Shimada A.

Proceedings of the 21st International Conference on Cognition and Exploratory Learning in the Digital Age Celda 2024   11 - 18   2024.01

INTEGRATING GAZE DATA AND DIGITAL TEXTBOOK READING LOGS FOR ENHANCED ANALYSIS OF LEARNING ACTIVITIES Reviewed

Goto K., Chen L., Minematsu T., Shimada A.

Proceedings of the 21st International Conference on Cognition and Exploratory Learning in the Digital Age Celda 2024   27 - 34   2024.01

GENERATING EXPLANATORY TEXTS ON RELATIONSHIPS BETWEEN SUBJECTS AND THEIR POSITIONS IN A CURRICULUM USING GENERATIVE AI Reviewed

Munemura R., Okubo F., Minematsu T., Taniguchi Y., Shimada A.

Proceedings of the 21st International Conference on Cognition and Exploratory Learning in the Digital Age Celda 2024   159 - 166   2024.01

Comparison of Large Language Models for Generating Contextually Relevant Questions Reviewed

Lodovico Molina I., Švábenský V., Minematsu T., Chen L., Okubo F., Shimada A.

Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics   15160 LNCS   137 - 143   2024.01

Attention-Based Artificial Neural Network for Student Performance Prediction Based on Learning Activities Reviewed

Leelaluk S., Tang C., Minematsu T., Taniguchi Y., Okubo F., Yamashita T., Shimada A.

IEEE Access   12   100659 - 100675   2024.01

A High-speed and Lightweight Siamese Tracker based on RepVGG Network Reviewed

Li Y., Tang C., Minematsu T., Shimada A.

2024 7th International Symposium on Autonomous Systems Isas 2024   2024.01

Investigating Programming Performance Predictability from Embedding Vectors of Coding Behaviors Reviewed

Igawa I., Taniguchi Y., Minematsu T., Okubo F., Shimada A.

31st International Conference on Computers in Education Icce 2023 Proceedings   1   487 - 489   2023.12

Recurrent Neural Network-FitNets: Improving Early Prediction of Student Performanceby Time-Series Knowledge Distillation Reviewed

Murata R., Okubo F., Minematsu T., Taniguchi Y., Shimada A.

Journal of Educational Computing Research   61 ( 3 )   639 - 670   2023.06

Adaptive Learning Support System Based on Automatic Recommendation of Personalized Review Materials Reviewed

Okubo F., Shiino T., Minematsu T., Taniguchi Y., Shimada A.

IEEE Transactions on Learning Technologies   16 ( 1 )   92 - 105   2023.02

Predicting Student Scores Using Browsing Data and Content Information of Learning Materials Reviewed

Kogishi S., Minematsu T., Shimada A., Kawashima H.

Communications in Computer and Information Science   1831 CCIS   555 - 560   2023.01

Improvement of Image Segmentation Model for Handwritten Notebook Analytics Reviewed

Zhou Y., Minematsu T., Shimada A.

Proceedings International Conference on Image Processing Icip   1870 - 1874   2023.01

Development and Evaluation of a Field Environment Digest System for Agricultural Education Reviewed

Shiga K., Minematsu T., Taniguchi Y., Okubo F., Shimada A., Taniguchi R.i.

IFIP Advances in Information and Communication Technology   685 AICT   87 - 99   2023.01

Contrastive Learning for Reading Behavior Embedding in E-book System Reviewed

Minematsu T., Taniguchi Y., Shimada A.

Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics   13916 LNAI   426 - 437   2023.01

A System to Realize Time- and Location-Independent Teaching and Learning Among Learners Through Sharing Learning-Articles Reviewed

Okai S., Minematsu T., Okubo F., Taniguchi Y., Uchiyama H., Shimada A.

IFIP Advances in Information and Communication Technology   685 AICT   475 - 487   2023.01

Assessment of At-Risk Students' Predictions From e-Book Activities Representations in Practical Applications Reviewed

Lopez Z E.D., Minematsu T., Taniguchi Y., Okubo F., Shimada A.

30th International Conference on Computers in Education Conference Icce 2022 Proceedings   1   279 - 288   2022.11

Topic-Based Representation of Learning Activities for New Learning Pattern Analytics Reviewed

Wang J., Minematsu T., Taniguchi Y., Okubo F., Shimada A.

30th International Conference on Computers in Education Conference Icce 2022 Proceedings   1   268 - 278   2022.11

Detection of At-Risk Students in Programming Courses Reviewed

Igawa I., Taniguchi Y., Minematsu T., Okubo F., Shimada A.

30th International Conference on Computers in Education Conference Icce 2022 Proceedings   1   308 - 313   2022.11

Faster CNN-based vehicle detection and counting strategy for fixed camera scenes Reviewed

Gomaa A., Minematsu T., Abdelwahab M.M., Abo-Zahhad M., Taniguchi R.i.

Multimedia Tools and Applications   81 ( 18 )   25443 - 25471   2022.07

Visualizing Source-Code Evolution for Understanding Class-Wide Programming Processes Reviewed

Taniguchi Y., Minematsu T., Okubo F., Shimada A.

Sustainability Switzerland   14 ( 13 )   2022.07

Live Sharing of Learning Activities on E-Books for Enhanced Learning in Online Classes Reviewed

Taniguchi Y., Owatari T., Minematsu T., Okubo F., Shimada A.

Sustainability Switzerland   14 ( 12 )   2022.06

How Does Analysis of Handwritten Notes Provide Better Insights for Learning Behavior? Reviewed

Li B., Minematsu T., Taniguchi Y., Okubo F., Shimada A.

ACM International Conference Proceeding Series   549 - 555   2022.03

Scaled-Dot Product Attention for Early Detection of At-risk Students Reviewed

Leelaluk S., Minematsu T., Taniguchi Y., Okubo F., Yamashita T., Shimada A.

Proceedings 2022 IEEE International Conference on Teaching Assessment and Learning for Engineering Tale 2022   316 - 322   2022.01

Predicting student performance based on Lecture Materials data using Neural Network Models Reviewed

Leelaluk S., Minematsu T., Taniguchi Y., Okubo F., Shimada A.

Ceur Workshop Proceedings   3120   11 - 20   2022.01

Exploring the use of probabilistic latent representations to encode the students' reading characteristics Reviewed

Lopez E.D., Minematsu T., Yuta T., Okubo F., Shimada A.

Ceur Workshop Proceedings   3120   1 - 10   2022.01

Background Subtraction Network Module Ensemble for Background Scene Adaptation Reviewed

Hamada T., Minematsu T., Simada A., Okubo F., Taniguchi Y.

Avss 2022 18th IEEE International Conference on Advanced Video and Signal Based Surveillance   2022.01

Identify solar panel defects by using differences between solar panels Reviewed

Deng J., Minematsu T., Shimada A., Taniguchi R.

Proceedings of SPIE the International Society for Optical Engineering   11794   2021.01

Early Detection of At-risk Students based on Knowledge Distillation RNN Models Reviewed

Murata R., Shimada A., Minematsu T.

Proceedings of the 14th International Conference on Educational Data Mining Edm 2021   699 - 703   2021.01

Composing learning environments with e-textbook system Reviewed

Taniguchi Y., Minematsu T., Shimada A.

Ceur Workshop Proceedings   2895   35 - 39   2021.01

Inactive behavior analytics in on-site lectures Reviewed

Minematsu T., Saguey M., Shimada A., Taniguchi R.I.

Proceedings of 2020 IEEE International Conference on Teaching Assessment and Learning for Engineering Tale 2020   708 - 713   2020.12

Real-time learning analytics dashboard for students in online classes Reviewed

Owatari T., Shimada A., Minematsu T., Hori M., Taniguchi R.I.

Proceedings of 2020 IEEE International Conference on Teaching Assessment and Learning for Engineering Tale 2020   523 - 529   2020.12

Learning support through personalized review material recommendations Reviewed

Shiino T., Shimada A., Minematsu T., Taniguchi R.I.

Icce 2020 28th International Conference on Computers in Education Proceedings   2   137 - 143   2020.11

OpenLA: Library for efficient E-book log analysis and accelerating learning analytics Reviewed

Murata R., Minematsu T., Shimada A.

Icce 2020 28th International Conference on Computers in Education Proceedings   1   301 - 306   2020.11

Rethinking Background and Foreground in Deep Neural Network-Based Background Subtraction Reviewed

Minematsu T., Shimada A., Taniguchi R.I.

Proceedings International Conference on Image Processing Icip   2020-October   3229 - 3233   2020.10

Visualization and Analysis for Supporting Teachers Using Clickstream Data and Eye Movement Data Reviewed

Minematsu T., Shimada A., Taniguchi R.i.

Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics   12203 LNCS   581 - 592   2020.01

Semi-automatic learning framework combining object detection and background subtraction Reviewed

Alejandro S.N., Minematsu T., Shimada A., Shibata T., Taniguchi R.I., Kaneko E., Miyano H.

Visigrapp 2020 Proceedings of the 15th International Joint Conference on Computer Vision Imaging and Computer Graphics Theory and Applications   5   96 - 106   2020.01

Robust vehicle detection and counting algorithm employing a convolution neural network and optical flow Reviewed

Gomaa A., Abdelwahab M.M., Abo-Zahhad M., Minematsu T., Taniguchi R.I.

Sensors Switzerland   19 ( 20 )   2019.10

Simple background subtraction constraint for weakly supervised background subtraction network Reviewed

Minematsu T., Shimada A., Taniguchi R.I.

2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance Avss 2019   2019.09

Region-wise page difficulty analysis using eye movements Reviewed

Minematsu T.

16th International Conference on Cognition and Exploratory Learning in Digital Age Celda 2019   109 - 116   2019.01

K-tips: Knowledge extension based on tailor-made information provision system Reviewed

Nakayama K., Shimada A., Minematsu T., Taniguchi Y., Taniguchi R.I.

16th International Conference on Cognition and Exploratory Learning in Digital Age Celda 2019   355 - 362   2019.01

Identifying solar panel defects with a CNN Reviewed

Sireyjol R., Granberg P., Shimada A., Minematsu T., Taniguchi R.

Proceedings of SPIE the International Society for Optical Engineering   11172   2019.01

Clustering of learners based on knowledge maps Reviewed

Onoue A., Shimada A., Minematsu T., Taniguchi R.I.

16th International Conference on Cognition and Exploratory Learning in Digital Age Celda 2019   363 - 370   2019.01

Advanced tools for digital learning management systems in university education Reviewed

Shimada A., Minematsu T., Yamada M.

Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics   11587 LNCS   419 - 429   2019.01