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Research Output 2004 2019

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Conference contribution
2019

Advanced tools for digital learning management systems in university education

Shimada, A., Minematsu, T. & Yamada, M., Jan 1 2019, Distributed, Ambient and Pervasive Interactions - 7th International Conference, DAPI 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Proceedings. Streitz, N. & Konomi, S. (eds.). Springer Verlag, p. 419-429 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11587 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning Management System
Education
Learning systems
Teaching
Electronic Learning

Elicitation of appropriate scratching zones based on lecture slide layouts

Suzuki, F., Mouri, K., Uosaki, N., Shimada, A., Yin, C. & Kaneko, K., Jan 1 2019, Distributed, Ambient and Pervasive Interactions - 7th International Conference, DAPI 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Proceedings. Streitz, N. & Konomi, S. (eds.). Springer Verlag, p. 430-441 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11587 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Elicitation
Textbooks
Layout
Mask
Masks

Integrating Multimodal Learning Analytics and Inclusive Learning Support Systems for People of All Ages

Tamura, K., Lu, M., Konomi, S., Hatano, K., Inaba, M., Oi, M., Okamoto, T., Okubo, F., Shimada, A., Wang, J., Yamada, M. & Yamada, Y., Jan 1 2019, Cross-Cultural Design. Culture and Society - 11th International Conference, CCD 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Proceedings. Rau, P-L. P. (ed.). Springer Verlag, p. 469-481 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11577 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electroencephalography
User interfaces
Learning Environment
Education
User Interface Design

Pilot study to estimate “difficult” area in e-learning material by physiological measurements

Tamura, K., Okamoto, T., Oi, M., Shimada, A., Hatano, K., Yamada, M., Lu, M. & Konomi, S., Jun 24 2019, Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019. Association for Computing Machinery, Inc, (Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
Electroencephalography
electronic learning
learning
evaluation

Plant growth prediction using convolutional LSTM

Sakurai, S., Uchiyama, H., Shimada, A. & Taniguchi, R-I., Jan 1 2019, VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Kerren, A., Hurter, C. & Braz, J. (eds.). SciTePress, p. 105-113 9 p. (VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications; vol. 5).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks

Proposal and implementation of an elderly-oriented user interface for learning support systems

Lu, M., Tamura, K., Okamoto, T., Oi, M., Shimada, A., Hatano, K., Yamada, M. & Konomi, S., Jun 24 2019, Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019. Association for Computing Machinery, Inc, (Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
user interface
User interfaces
learning
Education
Experiments
2018
5 Citations (Scopus)

An Easy-to-Setup 3D Phenotyping Platform for KOMATSUNA Dataset

Uchiyama, H., Sakurai, S., Mishima, M., Arita, D., Okayasu, T., Shimada, A. & Taniguchi, R-I., Jan 19 2018, Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017. Institute of Electrical and Electronics Engineers Inc., p. 2038-2045 8 p. (Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pixels
Labels
1 Citation (Scopus)

Br-MAP: Concept map system using e-book logs

Yamada, M., Shimada, A., Terai, M., Taniguchi, Y. & Konomi, S., Jan 1 2018, Proceedings of the 15th International Conference on Cognition and Exploratory Learning in the Digital Age, CELDA 2018. Sampson, D. G., Sampson, D. G., Isaias, P., Ifenthaler, D., Ifenthaler, D. & Rodrigues, L. (eds.). IADIS Press, p. 248-254 7 p. (Proceedings of the 15th International Conference on Cognition and Exploratory Learning in the Digital Age, CELDA 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bayerischer Rundfunk
cognitive learning
learning behavior
learning strategy
learning

Congestion analysis across locations based on wi-fi signal sensing

Shimada, A., Oka, K., Igarashi, M. & Taniguchi, R-I., Jan 1 2018, Pattern Recognition Applications and Methods - 6th International Conference, ICPRAM 2017, Revised Selected Papers. Fred, A., De Marsico, M. & di Baja, G. S. (eds.). Springer Verlag, p. 204-221 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10857 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wi-Fi
Congestion
Mobile devices
Sensing
Factorization
1 Citation (Scopus)

Design and evaluation of seamless learning analytics

Mouri, K., Uosaki, N. & Shimada, A., Jan 1 2018, Distributed, Ambient and Pervasive Interactions: Technologies and Contexts - 6th International Conference, DAPI 2018, Held as Part of HCI International 2018, Proceedings. Konomi, S. & Streitz, N. (eds.). Springer Verlag, p. 101-111 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10922 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Textbooks
Visualization
Evaluation
Learning systems
Global positioning system
3 Citations (Scopus)

Online change detection for monitoring individual student behavior via clickstream data on E-book system

Shimada, A., Taniguchi, Y., Okubo, F., Konomi, S. & Ogata, H., Mar 7 2018, Proceedings of the 8th International Conference on Learning Analytics and Knowledge: Towards User-Centred Learning Analytics, LAK 2018. Association for Computing Machinery, p. 446-450 5 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Students
Monitoring
Processing
Experiments

Poster: Early change detection based on Spotrank

Onoue, A., Shimada, A., Hori, M. & Taniguchi, R-I., Oct 8 2018, UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers. Association for Computing Machinery, Inc, p. 198-201 4 p. (UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wi-Fi
Graph theory
Sensors
Experiments
1 Citation (Scopus)

Potential of wearable technology for super-aging societies

Shimada, A., Jan 1 2018, Distributed, Ambient and Pervasive Interactions: Technologies and Contexts - 6th International Conference, DAPI 2018, Held as Part of HCI International 2018, Proceedings. Konomi, S. & Streitz, N. (eds.). Springer Verlag, p. 214-226 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10922 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Aging of materials
Touch screens
Units of measurement
Smartphones
Watches
1 Citation (Scopus)

Redesign of a Data Collection in Digital Textbook Systems

Mouri, K., Uosaki, N., Shimada, A., Yin, C., Kaneko, K. & Ogata, H., Jul 2 2018, Proceedings - 2018 7th International Congress on Advanced Applied Informatics, IIAI-AAI 2018. Institute of Electrical and Electronics Engineers Inc., p. 942-943 2 p. 8693434. (Proceedings - 2018 7th International Congress on Advanced Applied Informatics, IIAI-AAI 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Textbooks
textbook
Redesign
Data collection
Masks

Seamless learning infrastructure for finding relationships between lectures and practical training

Mouri, K., Hasnine, M. N., Tanaka, T., Noriko, U., Yin, C., Shimada, A. & Ogata, H., Nov 24 2018, ICCE 2018 - 26th International Conference on Computers in Education, Main Conference Proceedings. Rodrigo, M. M. T., Yang, J-C., Wong, L-H. & Chang, M. (eds.). Asia-Pacific Society for Computers in Education, p. 530-532 3 p. (ICCE 2018 - 26th International Conference on Computers in Education, Main Conference Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Textbooks
infrastructure
learning software
learning
textbook
1 Citation (Scopus)

Sensing technologies for advanced smart agricultural systems

Uchiyama, H., Sakurai, S., Hashimoto, Y., Hanasaki, A., Arita, D., Okayasu, T., Shimada, A. & Taniguchi, R-I., Feb 27 2018, 2017 11th International Conference on Sensing Technology, ICST 2017. IEEE Computer Society, p. 1-4 4 p. 8304451. (Proceedings of the International Conference on Sensing Technology, ICST; vol. 2017-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Greenhouses
Agriculture
Sustainable development
Productivity
Cameras

Simulation of energy management by controlling crowd behavior

Hori, M., Nakayama, K., Shimada, A. & Taniguchi, R-I., Jan 1 2018, Distributed, Ambient and Pervasive Interactions: Understanding Humans - 6th International Conference, DAPI 2018, Held as Part of HCI International 2018, Proceedings. Konomi, S. & Streitz, N. (eds.). Springer Verlag, p. 232-241 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10921 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Energy Management
Energy management
Solar power generation
Energy management systems
Carbon dioxide
4 Citations (Scopus)

Towards supporting multigenerational co-creation and social activities: Extending learning analytics platforms and beyond

Konomi, S., hatano, K., Inaba, M., Terai, M., Okamoto, T., Okubo, F., Shimada, A., Wang, J., Yamada, M. & Yamada, Y., Jan 1 2018, Distributed, Ambient and Pervasive Interactions: Technologies and Contexts - 6th International Conference, DAPI 2018, Held as Part of HCI International 2018, Proceedings. Konomi, S. & Streitz, N. (eds.). Springer Verlag, p. 82-91 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10922 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Elderly People
User interfaces
Telecommunication networks
Availability
Trigger
2 Citations (Scopus)

Two-step transfer learning for semantic plant segmentation

Sakurai, S., Uchiyama, H., Shimada, A., Arita, D. & Taniguchi, R-I., Jan 1 2018, ICPRAM 2018 - Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods. Fred, A., di Baja, G. S. & De Marsico, M. (eds.). SciTePress, p. 332-339 8 p. (ICPRAM 2018 - Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Volatile organic compounds
Semantics

Visualization of farm field information based on farm worker activity sensing

Arita, D., Hashimoto, Y., Shimada, A., Uchiyama, H. & Taniguchi, R-I., Jan 1 2018, Distributed, Ambient and Pervasive Interactions: Understanding Humans - 6th International Conference, DAPI 2018, Held as Part of HCI International 2018, Proceedings. Konomi, S. & Streitz, N. (eds.). Springer Verlag, p. 191-202 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10921 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tomato
Greenhouse
Farms
Harvesting
Sensing

Visualization of real world activity on group work

Deguchi, D., Kondo, K. & Shimada, A., Jan 1 2018, Distributed, Ambient and Pervasive Interactions: Technologies and Contexts - 6th International Conference, DAPI 2018, Held as Part of HCI International 2018, Proceedings. Konomi, S. & Streitz, N. (eds.). Springer Verlag, p. 23-37 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10922 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Visualization
Visibility
Towers
Experiments
Cameras
2017
1 Citation (Scopus)

A lecture supporting system based on real-time learning analytics

Shimada, A. & Konomi, S., Jan 1 2017, 14th International Conference on Cognition and Exploratory Learning in the Digital Age, CELDA 2017. Spector, J. M., Ifenthaler, D., Ifenthaler, D., Sampson, D. G., Isaias, P. & Rodrigues, L. (eds.). IADIS Press, p. 197-204 8 p. (14th International Conference on Cognition and Exploratory Learning in the Digital Age, CELDA 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Students
teacher
learning
student
quiz
1 Citation (Scopus)

Analysis of Wi-Fi-Based and perceptual congestion

Igarashi, M., Shimada, A., Oka, K. & Taniguchi, R-I., Jan 1 2017, ICPRAM 2017 - Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods. SciTePress, Vol. 2017-January. p. 225-232 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wi-Fi
Mobile devices
Web services
Sensors

Analysis on students' usage of highlighters on e-textbooks in classroom

Taniguchi, Y., Okubo, F., Shimada, A. & Konomi, S., Jan 1 2017, Proceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings. Mohd Ayub, A. F., Mitrovic, A., Yang, J-C., Wong, S. L. & Chen, W. (eds.). Asia-Pacific Society for Computers in Education, p. 514-516 3 p. (Proceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Textbooks
textbook
Students
classroom
student
5 Citations (Scopus)

Analytics of deep neural network in change detection

Minematsu, T., Shimada, A. & Taniguchi, R-I., Oct 20 2017, 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2017. Institute of Electrical and Electronics Engineers Inc., 8078550. (2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Convolution
Neurons
Deep neural networks
Chemical activation
Experiments
23 Citations (Scopus)

A neural network approach for students' performance prediction

Okubo, F., Shimada, A., Yamashita, T. & Ogata, H., Mar 13 2017, LAK 2017 Conference Proceedings - 7th International Learning Analytics and Knowledge Conference: Understanding, Informing and Improving Learning with Data. Association for Computing Machinery, p. 598-599 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recurrent neural networks
Students
Neural networks
Regression analysis
3 Citations (Scopus)

A visualization system for predicting learning activities using state transition graphs

Okubo, F., Shimada, A., Taniguchi, Y. & Konomi, S., Jan 1 2017, 14th International Conference on Cognition and Exploratory Learning in the Digital Age, CELDA 2017. Spector, J. M., Ifenthaler, D., Ifenthaler, D., Sampson, D. G., Isaias, P. & Rodrigues, L. (eds.). IADIS Press, p. 173-180 8 p. (14th International Conference on Cognition and Exploratory Learning in the Digital Age, CELDA 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

visualization
Visualization
learning
Students
student

Cross analytics of student and course activities from e-book operation logs

Shimada, A. & Konomi, S., Jan 1 2017, Proceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings. Mohd Ayub, A. F., Mitrovic, A., Yang, J-C., Wong, S. L. & Chen, W. (eds.). Asia-Pacific Society for Computers in Education, p. 433-438 6 p. (Proceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Students
student
research focus
Teaching
teaching style
1 Citation (Scopus)

Exploring students' learning journals with web-based interactive report tool

Taniguchi, Y., Okubo, F., Shimada, A. & Konomi, S., Jan 1 2017, 14th International Conference on Cognition and Exploratory Learning in the Digital Age, CELDA 2017. Spector, J. M., Ifenthaler, D., Ifenthaler, D., Sampson, D. G., Isaias, P. & Rodrigues, L. (eds.). IADIS Press, p. 251-254 4 p. (14th International Conference on Cognition and Exploratory Learning in the Digital Age, CELDA 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Students
teacher
learning
student
Information science
1 Citation (Scopus)

Extracting latent behavior patterns of people from probe request data: A non-negative tensor factorization approach

Oka, K., Igarashi, M., Shimada, A. & Taniguchi, R-I., Jan 1 2017, ICPRAM 2017 - Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods. SciTePress, Vol. 2017-January. p. 157-164 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Factorization
Tensors
Smartphones
Sensors
Costs

Face-to-Face Teaching Analytics: Extracting Teaching Activities from E-Book Logs via Time-Series Analysis

Suehiro, D., Taniguchi, Y. & Ogata, H., Aug 3 2017, Proceedings - IEEE 17th International Conference on Advanced Learning Technologies, ICALT 2017. Institute of Electrical and Electronics Engineers Inc., p. 267-268 2 p. 8001778

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time series analysis
time series analysis
Teaching
1 Citation (Scopus)

Mixed features for face detection in thermal image

Ma, C., Trung, N. T., Uchiyama, H., Nagahara, H., Shimada, A. & Taniguchi, R-I., Jan 1 2017, Thirteenth International Conference on Quality Control by Artificial Vision 2017. Yamashita, A., Nagahara, H. & Umeda, K. (eds.). SPIE, 1033805. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10338).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Face Detection
Local Features
Face recognition
Infrared Image
Infrared radiation
3 Citations (Scopus)

Real time algorithm for efficient HCI employing features obtained from MYO sensor

El-Shazly, E. H., Abdelwahab, M. M., Shimada, A. & Taniguchi, R-I., Mar 2 2017, 2016 IEEE 59th International Midwest Symposium on Circuits and Systems, MWSCAS 2016. Institute of Electrical and Electronics Engineers Inc., 7870154. (Midwest Symposium on Circuits and Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Human computer interaction
Sensors
Gesture recognition
Testing
Processing

Real-time analysis of digital textbooks: What keywords make lecture difficult?

Mouri, K., Shimada, A., Yin, C., Noriko, U., Tengchaisri, V. & Kaneko, K., Jan 1 2017, Proceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings. Mohd Ayub, A. F., Mitrovic, A., Yang, J-C., Wong, S. L. & Chen, W. (eds.). Asia-Pacific Society for Computers in Education, p. 733-735 3 p. (Proceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Textbooks
textbook
Students
learning
student
4 Citations (Scopus)

Real-time learning analytics for C programming language courses

Fu, X., Shimada, A., Ogata, H., Taniguchi, Y. & Suehiro, D., Mar 13 2017, LAK 2017 Conference Proceedings - 7th International Learning Analytics and Knowledge Conference: Understanding, Informing and Improving Learning with Data. Association for Computing Machinery, p. 280-288 9 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computer programming languages
Students
Computer science
Learning systems
Teaching
7 Citations (Scopus)

Real-Time Learning Analytics of e-Book Operation Logs for On-site Lecture Support

Shimada, A., Mouri, K. & Ogata, H., Aug 3 2017, Proceedings - IEEE 17th International Conference on Advanced Learning Technologies, ICALT 2017. Huang, R., Vasiu, R., Kinshuk, Sampson, D. G., Chen, N-S. & Chang, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 274-275 2 p. 8001780. (Proceedings - IEEE 17th International Conference on Advanced Learning Technologies, ICALT 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Students
teacher
learning
Learning systems
Synchronization
2 Citations (Scopus)

Reproducibility of findings from educational big data: A preliminary study

Terai, M., Yamada, M., Okubo, F., Shimada, A. & Ogata, H., Mar 13 2017, LAK 2017 Conference Proceedings - 7th International Learning Analytics and Knowledge Conference: Understanding, Informing and Improving Learning with Data. Association for Computing Machinery, p. 536-537 2 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Teaching
Students
Big data
3 Citations (Scopus)

Revealing Hidden Impression Topics in Students' Journals Based on Nonnegative Matrix Factorization

Taniguchi, Y., Suehiro, D. & Ogata, H., Aug 3 2017, Proceedings - IEEE 17th International Conference on Advanced Learning Technologies, ICALT 2017. Huang, R., Vasiu, R., Kinshuk, Sampson, D. G., Chen, N-S. & Chang, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 298-300 3 p. 8001786. (Proceedings - IEEE 17th International Conference on Advanced Learning Technologies, ICALT 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Factorization
Students
student
teacher
Information science
8 Citations (Scopus)

Simple Combination of Appearance and Depth for Foreground Segmentation

Minematsu, T., Shimada, A., Uchiyama, H. & Taniguchi, R-I., Jan 1 2017, New Trends in Image Analysis and Processing – ICIAP 2017 - ICIAP International Workshops, WBICV, SSPandBE, 3AS, RGBD, NIVAR, IWBAAS, and MADiMa 2017, Revised Selected Papers. Battiato, S., Farinella, G. M., Leo, M. & Gallo, G. (eds.). Springer Verlag, p. 266-277 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10590 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Camouflage
Segmentation
Lighting
Likelihood
Masks
5 Citations (Scopus)

Students' performance prediction using data of multiple courses by recurrent neural network

Okubo, F., Yamashita, T., Shimada, A. & Konomi, S., Jan 1 2017, Proceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings. Mohd Ayub, A. F., Mitrovic, A., Yang, J-C., Wong, S. L. & Chen, W. (eds.). Asia-Pacific Society for Computers in Education, p. 439-444 6 p. (Proceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recurrent neural networks
neural network
Students
performance
student
1 Citation (Scopus)

What are good design gestures? -Towards user- and machine-friendly interface-

Kawahata, R., Shimada, A. & Taniguchi, R-I., Jan 1 2017, MultiMedia Modeling - 23rd International Conference, MMM 2017, Proceedings. Gudmundsson, G. T., Satoh, S., Amsaleg, L., Jónsson, B. T. & Gurrin, C. (eds.). Springer Verlag, p. 429-440 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10132 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gesture
Internet
Man-machine Interface
False Positive
Questionnaire
2016
6 Citations (Scopus)

Background initialization based on bidirectional analysis and consensus voting

Minematsu, T., Shimada, A. & Taniguchi, R-I., Jan 1 2016, 2016 23rd International Conference on Pattern Recognition, ICPR 2016. Institute of Electrical and Electronics Engineers Inc., p. 126-131 6 p. 7899620. (Proceedings - International Conference on Pattern Recognition; vol. 0).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Citations (Scopus)

Bayesian network for predicting students' final grade using e-book logs in university education

Mouri, K., Okubo, F., Shimada, A. & Ogata, H., Nov 28 2016, Proceedings - IEEE 16th International Conference on Advanced Learning Technologies, ICALT 2016. Spector, J. M., Tsai, C-C., Huang, R., Resta, P., Sampson, D. G., Kinshuk & Chen, N-S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 85-89 5 p. 7756929. (Proceedings - IEEE 16th International Conference on Advanced Learning Technologies, ICALT 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

university education
Bayesian networks
visualization
Education
Students
5 Citations (Scopus)

Design of a low-false-positive gesture for awearable device

Kawahata, R., Shimada, A., Yamashita, T., Uchiyama, H. & Taniguchi, R. I., Jan 1 2016, ICPRAM 2016 - Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods. De Marsico, M., Fred, A. & di Baja, G. S. (eds.). SciTePress, p. 581-588 8 p. (ICPRAM 2016 - Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gesture recognition
Accelerometers
2 Citations (Scopus)

Learning analytics in ubiquitous learning environments: Self-regulated learning perspective

Yamada, M., Okubo, F., Terai, M., Shimada, A., Kentaro, K. & Ogata, H., Jan 1 2016, ICCE 2016 - 24th International Conference on Computers in Education: Think Global Act Local - Main Conference Proceedings. Asia-Pacific Society for Computers in Education, p. 306-314 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Regression analysis
learning environment
learning
cognitive learning
learning behavior
1 Citation (Scopus)

Video object segmentation based on superpixel trajectories

Abdelwahab, M. A., Abdelwahab, M. M., Uchiyama, H., Shimada, A. & Taniguchi, R-I., Jan 1 2016, Image Analysis and Recognition - 13th International Conference, ICIAR 2016, Proceedings. Campilho, A., Campilho, A. & Karray, F. (eds.). Springer Verlag, p. 191-197 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9730).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Centroid
Labels
Segmentation
Trajectories
Clustering
2015
2 Citations (Scopus)

Adaptive search of background models for object detection in images taken by moving cameras

Minematsu, T., Uchiyama, H., Shimada, A., Nagahara, H. & Taniguchi, R. I., Dec 9 2015, 2015 IEEE International Conference on Image Processing, ICIP 2015 - Proceedings. IEEE Computer Society, p. 2626-2630 5 p. 7351278. (Proceedings - International Conference on Image Processing, ICIP; vol. 2015-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cameras
Object detection
Experiments
3 Citations (Scopus)

Analysis of Links among E-books in undergraduates E-Book Logs

Terai, M., Yin, C., Okubo, F., Shimada, A., Kentaro, K., Yamada, M. & Ogata, H., Jan 1 2015, Workshop Proceedings of the 23rd International Conference on Computers in Education, ICCE 2015. Wu, Y-T., Kojiri, T., Kong, S. C., Qiu, F., Ogata, H., Supnithi, T., Wang, Y. & Chen, W. (eds.). Asia-Pacific Society for Computers in Education, p. 665-669 5 p. (Workshop Proceedings of the 23rd International Conference on Computers in Education, ICCE 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Students
Information science
academic achievement
first-year student
information science
9 Citations (Scopus)

Analysis of preview and review patterns in undergraduates' e-book logs

Terai, M., Okubo, F., Shimada, A., Yin, C. & Ogata, H., Jan 1 2015, Proceedings of the 23rd International Conference on Computers in Education, ICCE 2015. Asia-Pacific Society for Computers in Education, p. 166-171 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Students
student
academic achievement
learning
first-year student
2 Citations (Scopus)

Analysis of preview behavior in E-Book system

Shimada, A., Okubo, F., Yin, C., Terai, M., Kentaro, K., Yamada, M. & Ogata, H., Jan 1 2015, Workshop Proceedings of the 23rd International Conference on Computers in Education, ICCE 2015. Wu, Y-T., Kojiri, T., Kong, S. C., Qiu, F., Ogata, H., Supnithi, T., Wang, Y. & Chen, W. (eds.). Asia-Pacific Society for Computers in Education, p. 593-600 8 p. (Workshop Proceedings of the 23rd International Conference on Computers in Education, ICCE 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

quiz
Students
learning
Learning systems
behavior analysis