| 2024 | ICPRAM | Generative Data Augmentation for Few-Shot Domain Adaptation. | Carlos E. Lpez Fortn, Ikuko Nishikawa |
| 2024 | IJCNN | Two-Stage Diffusion Model for 3D Medical Image Segmentation. | Masaki Nishimura, Takaya Ueda, Eisuke Ito, Ikuko Nishikawa |
| 2022 | ICANN | Phenotype Anomaly Detection for Biological Dynamics Data Using a Deep Generative Model. | Eisuke Ito, Takaya Ueda, Ryo Takano, Yukako Tohsato, Koji Kyoda, Shuichi Onami, Ikuko Nishikawa |
| 2021 | IJCNN | Wasserstein Distance-Based Domain Adaptation and Its Application to Road Segmentation. | Seita Kono, Takaya Ueda, Enrique Arriaga-Varela, Ikuko Nishikawa |
| 2020 | ICANN | Temporal Anomaly Detection by Deep Generative Models with Applications to Biological Data. | Takaya Ueda, Yukako Tohsato, Ikuko Nishikawa |
| 2020 | IJCNN | Latent space decomposition into task-specific and domain-specific subspaces for domain adaptation. | Takaya Ueda, Ikuko Nishikawa |
| 2019 | ICNC | Characterizing Phenotype Abnormality by Variational Auto Encoder. | Yuki Kimura, Takaya Ueda, Seo Masataka, Yukako Tohsato, Ikuko Nishikawa |
| 2019 | ICNC | Analysis of Time Series Anomalies Using Causal InfoGAN and Its Application to Biological Data. | Takaya Ueda, Masataka Seo, Yukako Tohsato, Ikuko Nishikawa |
| 2019 | ICNC | Diversity Preservation in Genetic Algorithm by Lifespan Control. | Yu Yamane, Masataka Seo, Ikuko Nishikawa |
| 2018 | ICANN | Data Correction by a Generative Model with an Encoder and its Application to Structure Design. | Takaya Ueda, Masataka Seo, Ikuko Nishikawa |
| 2018 | ICNC | Automatic Correction by Deep Generative Model and its Application to Building Construction. | Takaya Ueda, Masataka Seo, Ikuko Nishikawa |
| 2008 | ICONIP | Prediction of the | Hirotaka Sakamoto, Yukiko Nakajima, Kazutoshi Sakakibara, Masahiro Ito, Ikuko Nishikawa |
| 2008 | ISDA | Effective Integration of Imitation Learning and Reinforcement Learning by Generating Internal Reward. | Keita Hamahata, Tadahiro Taniguchi, Kazutoshi Sakakibara, Ikuko Nishikawa, Kazuma Tabuchi, Tetsuo Sawaragi |
| 2008 | ISDA | Genetics-Based Machine Learning Approach for Rule Acquisition in an AGV Transportation System. | Kazutoshi Sakakibara, Yoshiro Fukui, Ikuko Nishikawa |
| 2007 | IJCNN | Complex-valued Neuron to describe the Dynamics after Hopf Bifurcation: an Example of CPG Model for a Biped Locomotion. | Ikuko Nishikawa, Kohei Hayashi, Kazutoshi Sakakibara |
| 2007 | KES | Pattern Analysis and Prediction of | Yen-Wei Chen, Xuemei Yang, Masahiro Ito, Ikuko Nishikawa |
| 2007 | KES | Prediction of the | Ikuko Nishikawa, Hirotaka Sakamoto, Ikue Nouno, Kazutoshi Sakakibara, Masahiro Ito |
| 2006 | IJCNN | Improvements of the Traffic Signal Control by Complex-Valued Hopfield Networks. | Ikuko Nishikawa, Takeshi Iritani, Kazutoshi Sakakibara |
| 2006 | KES | Prediction of the | Ikuko Nishikawa, Hirotaka Sakamoto, Ikue Nouno, Takeshi Iritani, Kazutoshi Sakakibara, Masahiro Ito |
| 2005 | IJCNN | 2 types of complex-valued Hopfield networks and the application to a traffic signal control. | Ikuko Nishikawa, Kazutoshi Sakakibara, Takeshi Iritani, Yasuaki Kuroe |
| 2004 | ICONIP | Dynamics of Complex-Valued Neural Networks and Its Relation to a Phase Oscillator System. | Ikuko Nishikawa, Yasuaki Kuroe |