Chihiro Shibata

Using Transfer Learning Methods to Enable Reduction of Supervised Data for Conversation Analysis in Collaborative Learning 

コンピュータ&エデュケーション, 47, 2019  

Analyzing Collaborative Learning Process by Deep Learning Methods: A Multi-Dimensional Coding Scheme with an Assessment Model 

International Journal on Advances in Software, 11(3&4) 335-346, Dec, 2018  Peer-reviewed

Adversarial CAPTCHA : 畳込みニューラルネットワークに耐性のあるCAPTCHA の提案と評価 

情報処理学会論文誌, 60(2) 1-16, Nov, 2018  Peer-reviewed

Evaluation of Automatic Collaborative Learning Process Coding Using Deep Learning Methods 

In proceedings of IEEE TALE 2018 : International Conference on Engineering, Technology and Education (to appear), Oct, 2018  Peer-reviewed

Semantic Relation Classification through Low-dimensional Distributed Representations of Partial Word Sequences 

Special Issue of Nonlinear Theory and Its Applications, IEICE, 10(1) 28-44, Sep, 2018  Peer-reviewed

Transfer Learning Method for Very Deep CNN for Text Classification and Methods for its Evaluation 

In Proceedings of The COMPSAC 2018 IEEE Workshop on Advances in AI and Machine Learning: Research and Practice, 153-158, Jul, 2018  Peer-reviewed

Generation of Character Illustrations from Stick Figures using a Modification of Generative Adversarial Network 

In Proceedings of The COMPSAC 2018 IEEE Workshop on Advances in AI and Machine Learning: Research and Practice, 183-186, Jul, 2018  Peer-reviewed

多次元コーディングスキームに依拠した協調学習プロセスの自動コーディングの精度検証 

学習分析学, 2 11-22, Jul, 2018  Peer-reviewed

Evaluation of Ergonomically Designed CAPTCHAs using Deep Learning Technology 

IPSJ Journal, 26 625-636, Jun, 2018  Peer-reviewed

Using Deep Learning Methods to Automate Collaborative Learning Process Coding Based on Multi-Dimensional Coding Scheme 

In proceedings of eLmL 2018, The Tenth International Conference on Mobile, Hybrid, and On-line Learning, 45-53, Mar, 2018  Peer-reviewed

人工知能と理学療法・3 一般社会での人工知能の活用 

理学療法ジャーナル, 52(12), 2018  

Authentication by Touch Operation on Smartphone 

In proceedings of the World Congress on Internet Security 2017 (WorldCIS-2017), Dec, 2017  Peer-reviewed

深層学習技術を用いた自動コーディングによる協調学習のプロセスの分析 

コンピュータ＆エデュケーション, 43 79-84, Dec, 2017  Peer-reviewed

Coding Collaboration Process Automatically: Coding Methods Using Deep Learning Technology 

International Journal of Advances in Intelligent Informatics, 10(3,4) 345-354, Dec, 2017  Peer-reviewed

Challenge to Impede Deep Learning against CAPTCHA with Ergonomic Design 

In Proceedings of 41st IEEE Annual Computer Software and Applications Conference, (COMPSAC 2017), 637-642, Jul, 2017  Peer-reviewed

Subregular Complexity and Deep Learning 

In proceedings of Conference on Logic and Machine Learning in Natural Language (LaML), 20-34, Jun, 2017  Peer-reviewed

Towards Automatic Coding of Collaborative Learning Data with Deep Learning Technology 

In proceedings of eLmL 2017, The Ninth International Conference on Mobile, Hybrid, and On-line Learning, 65-71, Mar, 2017  Peer-reviewed

Towards Learning Generalized Residual Finite State Automata 

In proceedings of the 13th International Conference on Grammatical Inference, Oct, 2016  

Predicting Sequential Data with LSTMs Augmented with Strictly 2-Piecewise Input Vectors 

JMLR: Workshop and Conference Proceedings : ICGI 2016, 57 137-142, Oct, 2016  Peer-reviewed