Fumiya Okubo, Tetsuya Shiino, Tsubasa Minematsu, Yuta Taniguchi, Atsushi Shimada Adaptive Learning Support System Based on Automatic Recommendation of Personalized Review Materials
IEEE Transactions on Learning Technologies, Vol.16, No.1, pp.92 - 105, 2023.02 BibTeX
Ryusuke Murata, Fumiya Okubo, Tsubasa Minematsu, Yuta Taniguchi, Atsushi Shimada Recurrent Neural Network-FitNets: Improving Early Prediction of Student Performance by Time-Series Knowledge Distillation
Journal of Educational Computing Research, 2022.10 BibTeX
Yuta Taniguchi, Takuro Owatari, Tsubasa Minematsu, Fumiya Okubo, Atsushi Shimada Live Sharing of Learning Activities on E-Books for Enhanced Learning in Online Classes
Sustainability, Vol.14, No.12, 2022.06 BibTeX
Ahmed Gomaa, Moataz M.Abdelwahab, Mohammed Abo-Zahhad, Tsubasa Minematsu, Rin-Ichiro Taniguchi Robust Vehicle Detection and Counting Employing a Convolution Neural Network and Optical Flow
Sensors, Vol.19, No.4588, pp.1-13, 2019.10 BibTeX
Tsubasa Minematsu, Atsushi Shimada, Hideaki Uchiyama, Rin-ichiro Taniguchi Analytics of Deep Neural Network-based Background Subtraction
Journal of Imaging, Vol.4, 2018.06 BibTeX
Tsubasa Minematsu, Atsushi Shimada, Hideaki Uchiyama, Vincent Charvillat, Rin-ichiro Taniguchi Reconstruction-Based Change Detection with Image Completion for a Free-Moving Camera
Sensors, Vol.18, No.4, p.1232, 2018.04 BibTeX, doi
Tsubasa Minematsu, Hideaki Uchiyama, Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguchi Adaptive background model registration for moving cameras
Pattern Recognition Letters, 2017.03 BibTeX, doi
International Conferences (Peer-reviewed)
Sukrit Leelaluk, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Takayoshi Yamashita, Atsushi Shimada LSTM with Attention Mechanism for Students’ Performance Prediction Based on Reading Behavior
The 5th Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK23 Data Challenge), 2023.03 BibTeX
Sukrit Leelaluk, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Takayoshi Yamashita, Atsushi Shimada Scaled-Dot Product Attention for Early Detection of At-Risk Students
IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE2022), pp.316-322, 2022.12 BibTeX
Taiki Hamada, Tsubasa Minematsu, Atsushi Shimada, Fumiya Okubo, Yuta Taniguchi Background Subtraction Network Module Ensemble for Background Scene Adaptation
International Conference on Advanced Video and Signal Based Surveillance (AVSS2022), 2022.12 BibTeX
Jinghao Wang, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada Topic-Based Representation of Learning Activities for New Learning Pattern Analytics
International Conference on Computers in Education 2022 (ICCE2022), Vol.1, pp.268-278, 2022.11 BibTeX
Erwin D. Lopez Z., Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada Assessment of At-Risk Students’ Predictions From E-Book Activities Representations In Practical Applications
International Conference on Computers in Education 2022 (ICCE2022), Vol.1, pp.279-288, 2022.11 BibTeX
Ikkei Igawa, Yuta Taniguchi, Tsubasa Minematsu, Fumiya Okubo, Atsushi Shimada Detection of At-Risk Students in Programming Courses
International Conference on Computers in Education 2022 (ICCE2022), Vol.1, pp.308-313, 2022.11 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
IFIP World Conference on Computers in Education (WCCE2022), 2022.08 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 leaners through sharing learning-articles
IFIP World Conference on Computers in Education (WCCE2022), 2022.08 BibTeX
Boyi Li, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada How Does Analysis of Handwritten Notes Provide Better Insights for Learning Behavior?
The 12th International Learning Analytics and Knowledge Conference, 2022.03 BibTeX
Erwin D. Lopez Z., Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada Encoding students reading characteristics to improve low academic performance predictive models
The 12th International Conference on Learning Analytics & Knowledge (LAK22), 2022.03 BibTeX
Erwin D. Lopez Z., Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada Exploring the use of probabilistic latent representations to encode the students' reading characteristics
The 4th Workshop on Predicting Performance Based on the Analysis of Reading Behavior, 2022.03 BibTeX
Yuta Taniguchi, Tsubasa Minematsu, Fumiya Okubo, Atsushi Shimada Coding Trajectory Map: Student Programming Situations Made Visually Locatable
The 12th Internal Learning Analytics and Knowledge Conference, 2022.03 BibTeX
Sukrit Leelaluk, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada Predicting student performance based on Lecture Materials data using Neural Network Models
The 4th Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK22 Data Challenge), 2022.03 BibTeX
Tsubasa Minematsu, Atsushi Shimada Can Learning Logs Be Useful Evidence in Cheating Analysis in Essay-type Questions?
The 12th Internal Learning Analytics and Knowledge Conference, 2022.03 BibTeX
Ryusuke Murata, Fumiya Okubo, Tsubasa Minematsu, Yuta Taniguchi, Atsushi Shimada New Perspective on Input Feature Analysis for Early Feedback by Student Performance Prediction Considering the Future Effect
The 12th Internal Learning Analytics and Knowledge Conference, 2022.03 BibTeX
Yuta Taniguchi, Tsubasa Minematsu, Atsushi Shimada Composing Learning Environments with e-Textbook System
Third International Workshop on Inteligent Textbooks 2021, 2021.06 BibTeX
Ryusuke Murata, Tsubasa Minematsu, Atsushi Shimada Early Detection of At-risk Students based on Knowledge Distillation RNN Models
Educational Data Mining 2021, 2021.06 BibTeX
Deng Jiaming, Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi Identify solar panel defects by using differences between solar panels
International Conference on Quality Control by Artificial Vision, 2021.04 BibTeX
Yuya Ishimoto, Hideaki Uchiyama, Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi Combining keypoint touch and device pose alignment for interaction to create 3D bounding boxes of arbitrary objects on mobile devices
The 14th Asia Pacific Workshop on Mixed and Augmented Reality (APMAR2021), 2021.04 BibTeX
Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi Student Response Estimation using E-book Reading Logs with Textbook Information
The 11th International Conference on Learning Analytics & Knowledge (LAK21), 2021.04 BibTeX
Tsubasa Minematsu, Manon Saguey, Atsushi Shimada, Rin-ichiro Taniguchi Inactive Behavior Analytics In On-site Lectures
International Conference on Engineering, Technology and Education (TALE2020), 2020.12 BibTeX
Takuro Owatari, Atsushi Shimada, Tsubasa Minematsu, Maiya Hori, Rin-ichiro Taniguchi Real-Time Learning Analytics Dashboard for Students in Online Classes
2020 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE), pp.523-529, 2020.12 BibTeX
Tetsuya Shiino, Atsushi Shimada, Tsubasa Minematsu, Rin-ichiro Taniguchi Learning Support through Personalized Review Material Recommendations
7th Workshop on Learning Analytics (LA) Technologies & Practices for Evidence-based Education, 2020.11 BibTeX
Ryusuke Murata, Tsubasa Minematsu, Atsushi Shimada OpenLA: Library for Efficient E book Log Analysis and Accelerating Learning Analytics
The 28th International Conference on Computers in Education, 2020.11 BibTeX
Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi RETHINKING BACKGROUND AND FOREGROUND IN DEEP NEURAL NETWORK-BASED BACKGROUND SUBTRACTION
the 27th IEEE International Conference on Image Processing, 2020.10 BibTeX
Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi Visualization and Analysis for Supporting Teachers Using Clickstream Data and Eye Movement Data
8th International Conference on Distributed, Ambient and Pervasive Interactions, pp.581-592, 2020.07 BibTeX
Akira Onoue, Masanori Yamada, Atsushi Shimada, Tsubasa Minematsu, , Rin-ichiro Taniguchi Social Knowledge Mapping Tool for Interactive Visualization of Learner's Knowledge
The 2nd Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK20 Data Challenge) , 2020.03 BibTeX
Tetsuya Shiino, Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi What Activity Contributes to Academic Performance?
The 2nd Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK20 Data Challenge) , 2020.03 BibTeX
Takuro Owatari, Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi Evaluating the Accuracy of Real-time Learning Analytics in Student Activities
The 2nd Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK20 Data Challenge) , 2020.03 BibTeX
Ryusuke Murata, Tsubasa Minematsu, Atsushi Shimada OpenLA: An Open-Sourse Library for e-Book Log Analytics
The 2nd Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK20 Data Challenge) , 2020.03 BibTeX
Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi Analytics of Multimodal Learning Logs for Page Difficulty Estimation
The 10th International Conference on Learning Analytics & Knowledge (LAK20) , 2020.03 BibTeX
Keita Nakayama, Atsushi Shimada, Tsubasa Minematsu, Masanori Yamada, Rin-ichiro Taniguchi Recommendation of Personalized Learning Materials based on Learning History and Campus Life Sensing
The 2nd Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK20 Data Challenge) , 2020.03 BibTeX
Ryusuke Murata, Tsubasa Minematsu, Atsushi Shimada Score Prediction Based on Page Feature Clustering
The 2nd Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK20 Data Challenge) , 2020.03 BibTeX
Takashi Ishikawa, Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi Automatic Retrieval of Learning Contents Related to Quizzes for Supporting Students’ Enhanced Reviews
The 2nd Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK20 Data Challenge) , 2020.03 BibTeX
Sugino Nicolas Alejandro, Tsubasa Minematsu, Atsushi Shimada, Takashi Shibata, Rin-ichiro Taniguchi, Eiji Kaneko, Hiroyoshi Miyano Semi-automatic learning framework combining object detection andbackground subtraction
15th International Conference on Computer Vision Theory and Applications (VISAPP 2020), 2020.02 BibTeX
Nicolas Sugino, Tsubasa Minematsu, Atsushi Shimada, Takashi Shibata, Rin-ichiro Taniguchi Combination of background subtraction and object detection method for semi-automatic incremental learning
The 15th Joint Workshop on Machine Perception and Robotics 2019 (MPR 2019), 2019.11 BibTeX
Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi Simple background subtraction constraint in weakly supervised learning for background subtraction networks
The 15th Joint Workshop on Machine Perception and Robotics 2019 (MPR 2019), 2019.11 BibTeX
Tsubasa Minematsu Region-wise Page Difficulty Analysis Using Eye Movements
16th International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2019), 2019.11 BibTeX
Keita Nakayama, Atsushi Shimada, Tsubasa Minematsu, Yuta Taniguchi, Rin-ichiro Taniguchi K-TIPS:Knowledge extension based on Tailor-made Information Provision System
16th International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2019), 2019.11 BibTeX
Akira Onoue, Atsushi Shimada, Tsubasa Minematsu, Rin-ichiro Taniguchi Clustering of Learners Based on Knowledge Maps
16th International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2019), 2019.11 BibTeX
Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi Simple background subtraction constraint for weakly supervised background subtraction network
The 16-th IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), 2019.09 BibTeX
Atsushi Shimada, Tsubasa Minematsu, Masanori Yamada Advanced Tools for Digital Learning Management Systems in University Education
21st International Conference on Human-Computer Interaction (HCI INTERNATIONAL 2019), 2019.07 BibTeX
Roland Sireyjol, Patrick Granberg, Atsushi Shimada, Tsubasa Minematsu, Rin-ichiro Taniguchi Identifying solar panel defects with a CNN
14th International Conference on Quality Control by Artificial Vision, 2019.05 BibTeX
Atsushi Shimada, Takuro Owatari, Tsubasa Minematsu, Rin-Ichiro Taniguchi Learning Activity Analytics across Courses
The 9th International Conference on Learning Analytics & Knowledge (LAK19) , 2019.03 BibTeX
Keita Nakayama, Masanori Yamada, Atsushi Shimada, Tsubasa Minematsu, Rin-ichiro Taniguchi Learning Support System for Providing Page-wise Recommendation in e-Textbooks
Society for Information Technology & Teacher Education International Conference 2019, 2019.03 BibTeX
Tetsuya Shiino, Atsushi Shimada, Tsubasa Minematsu, Kohei Hatano, Yuta Taniguchi, Shin’ichi Konomi, Rin-ichiro Taniguchi Page-wise Difficulty Level Estimation using e-Book Operation Logs
The 9th International Conference on Learning Analytics & Knowledge (LAK19) , 2019.03 BibTeX
Takuro Owatari, Atsushi Shimada, Tsubasa Minematsu, Rin-ichiro Taniguchi How Students Flip Pages during Lectures? -Comparison between Power Users and Normal Users-
LAK19 Data Challenge, 2019.03 BibTeX
Tsubasa Minematsu, Atsushi Shimada, Rin-Ichiro Taniguchi Analytics of the relationship between quiz scores and reading behaviors in face-to-face courses
LAK19 Data Challenge, 2019.03 BibTeX
Tsubasa Minematsu, Kaori Tamura, Atsushi Shimada, Shin'ichi Konomi, Rin-ichiro Taniguchi Analytics of Reading Patterns Based on Eye Movements in an e-Learning System
Society for Information Technology & Teacher Education International Conference, pp.744-749, 2019.03 BibTeX
Roland Sireyjol, Atsushi Shimada, Tsubasa Minematsu, Hajime Nagahara, Rin-Ichiro Taniguchi CNN based approach for Transparent Object Classification
International Workshop on Information Search, Integration, and Personalization, 2018.05 BibTeX
Roland Sireyjol, Atsushi Shimada, Tsubasa Minematsu, Hajime Nagahara, Rin-ichiro Taniguchi How does CNN grasp transparent object features?
The International Workshop on Frontiers of Computer Vision (IW-FCV2018), 2018.02 BibTeX
Tsubasa Minematsu, Atsushi Shimada, Hideaki Uchiyama, Rin-ichiro Taniguchi Foreground segmentation based on a simple combination of depth and appearance.
The 13th Joint Workshop on Machine Perception and Robotics(MPR2017), 2017.10 BibTeX
Tsubasa Minematsu, Atsushi Shimada, Hideaki Uchiyama, Rin-Ichiro Taniguchi Simple Combination of Appearance and Depth for Foreground Segmentation
Background learning for detection and tracking from RGBD videos, 2017.09 BibTeX
Tsubasa Minematsu, Atsushi Shimada, Rin-Ichiro Taniguchi Analytics of Deep Neural Network in Change Detection
14th IEEE International Conference on Advanced Video and Signal based Surveillance, 2017.08 BibTeX
Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi Background Initialization based on Bidirectional Analysis and Consensus Voting
2016 IEEE Scene Background Modeling Contest (SBMC 2016), 2016.12 BibTeX
Tsubasa Minematsu, Atsushi Shimada, Hajime Nagahara, Hajime Imura, Kenro Aihara, Rin-ichiro Taniguchi Detection of Road Boundary in Images Captured under Heavy Snow Environments
The 22nd Korea-Japan Joint Workshop on Frontiers of Computer Vision, pp.228-232, 2016.02 BibTeX
Mohamed Ahmed Abdelwahab, Tsubasa Minematsu, Hideaki Uchiyama, Atsushi Shimada, Moataz Mahmoud Abdelwahab, Rin-ichiro Taniguchi Object Video Segmentation Using Superpixel Motion
The 22nd Korea-Japan Joint Workshop on Frontiers of Computer Vision, pp.427-431, 2016.02 BibTeX
Tsubasa Minematsu, Hideaki Uchiyama, Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguchi Background subtraction for a moving camera using re-projection error
The 11th Joint Workshop on Machine Perception and Robotics(MPR2015), 2015.11 BibTeX
Tsubasa Minematsu, Hideaki Uchiyama, Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguchi Adaptive Search of Background Models for Object Detection in Images Taken by Moving Cameras
The International Conference on Image Processing (ICIP), 2015.09 BibTeX
Tsubasa Minematsu, Hideaki Uchiyama, Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguchi Evaluation of Foreground Detection Methodology for a Moving Camera
The 21th Korea-Japan Joint Workshop on Frontiers of Computer Vision, 2015.01 BibTeX
Tsubasa Minematsu, Masaki Igarashi, Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguchi Exponentially Weighted Background Modeling
the 20th Korea-Japan Joint Workshop on Frontiers of Computer Vision, pp.6-10, 2014.02 BibTeX
Domestic Conferences (Non-Peer-reviewed)
Ahmed Gomaa, Moataz M.Abdelwahab, Mohammed Abo-Zahhad, Tsubasa Minematsu, Rin-Ichiro Taniguchi Traffic Information Analysis using UAV Videos
第22回 画像の認識・理解シンポジウム (MIRU2019), 2019.07 BibTeX
Roland Sireyjol, Atsushi Shimada, Tsubasa Minematsu, Hajime Nagahara, Rin-ichiro Taniguchi Transparent Object Classification using 4D CNN
コンピュータビジョンとイメージメディア研究会(CVIM) , 2018.05 BibTeX