Shinichi Oeda

According to our database, Shinichi Oeda authored at least 25 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Deep Learning-based Source Code Classification and Visualization of Decision Rationales.

Shinichi Oeda, Seiya Mitsumori

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

2023

A student modeling method combining Deep Learning and forgetting models with Knowledge Tracing.

Shinichi Oeda, Shunichi Hasegawa

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Student modeling considering learning behavior history with deep factorization machines.

Toma Kakizaki, Shinichi Oeda

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

2022

Latent State Estimation Method for Students Using Knowledge Tracing Combining with IRT.

Shinichi Oeda, Toma Kakizaki

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Data Preprocessing with IRM for skill extraction using NMF.

Shinichi Oeda, Shunsuke Iizumi

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

2021

Verification of Usefulness of Student Modeling with Real Educational Data using Convex Factorization Machines.

Shinichi Oeda, Daiki Shimizu

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

2019

Visualization of Programming Skill Structure by Log-Data Analysis with Decision Tree.

Shinichi Oeda, Mutsumi Chieda

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019

Student Modeling Using Convex Factorization Machines.

Shinichi Oeda, Daiki Shimizu, Hikaru Yamashita

Proceedings of the Fuzzy Systems and Data Mining V, 2019

2018

Development of a Check Sheet for Code-review towards Improvement of Skill Level of Novice Programmers.

Shinichi Oeda, Hajime Kosaku

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018

2017

Log-Data Clustering Analysis for Dropout Prediction in Beginner Programming Classes.

Shinichi Oeda, Genki Hashimoto

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017

2016

Rank Selection for Non-negative Matrix Factorization with Normalized Maximum Likelihood Coding.

Yu Ito, Shinichi Oeda, Kenji Yamanishi

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Student Modeling Method Integrating Knowledge Tracing and IRT with Decay Effect.

Shinichi Oeda, Kouta Asai

Proceedings of the Second International Workshop on Educational Knowledge Management co-located with 20th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2016), 2016

2014

Extracting Latent Skills from Time Series of Asynchronous and Incomplete Examinations.

Shinichi Oeda, Yu Ito, Kenji Yamanishi

Proceedings of the 7th International Conference on Educational Data Mining, 2014

2013

Extracting Time-evolving Latent Skills from Examination Time Series.

Shinichi Oeda, Kenji Yamanishi

Proceedings of the 6th International Conference on Educational Data Mining, 2013

2007

Advantages and Disadvantages of Neural Networks for Predicting Clinical Outcomes.

Machi Suka, Shinichi Oeda, Takumi Ichimura, Katsumi Yoshida, Jun Takezawa

Proceedings of the International MultiConference of Engineers and Computer Scientists 2007, 2007

2006

Time Series Data Classification Using Recurrent Neural Network with Ensemble Learning.

Shinichi Oeda, Ikusaburo Kurimoto, Takumi Ichimura

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

2005

A learning method of immune multi-agent neural networks.

Takumi Ichimura, Shinichi Oeda, Machi Suka, Katsumi Yoshida

Neural Comput. Appl., 2005

2004

Comparison of Proportional Hazard Model and Neural Network Models in a real data set of intensive care unit patients.

Machi Suka, Shinichi Oeda, Takumi Ichimura, Katsumi Yoshida, Jun Takezawa

Proceedings of the MEDINFO 2004, 2004

Immune Multi Agent Neural Network and Its Application to the Coronary Heart Disease Database.

Shinichi Oeda, Takumi Ichimura, Katsumi Yoshida

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

2003

A Proposal of Immune Multi-agent Neural Networks and Its Application to Medical Diagnostic System for Hepatobiliary Disorders.

Shinichi Oeda, Takumi Ichimura, Toshiyuki Yamashita, Katsumi Yoshida

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

A Classification Method of Medical Database by Immune Multi-agent Neural Networks with Planar Lattice Architecture.

Takumi Ichimura, Shinichi Oeda, Toshiyuki Yamashita, Katsumi Yoshida

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

A Classification Capability of Reflective Neural Networks in Medical Databases.

Takumi Ichimura, Shinichi Oeda, Machi Suka, Katsumi Yoshida

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

2002

Biological immune system by evolutionary adaptive learning of neural networks.

Shinichi Oeda, Takumi Icmmura, Toshiyuki Yamashita

Proceedings of the 2002 Congress on Evolutionary Computation, 2002

2001

An adaptive evolutional neuro learning method using genetic search and extraction of rules from trained networks.

Takumi Ichimura, Shinichi Oeda, Katsumi Yoshida

Proceedings of the 2001 Congress on Evolutionary Computation, 2001

2000

Adaptive evolutional learning method of neural networks using genetic algorithms under dynamic environments.

Shinichi Oeda, Takumi Ichimura, Mutsuhiro Terauchi, Tetsuyuki Takahama, Yoshinori Isomichi

Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000