Gen Niina

According to our database, Gen Niina authored at least 8 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2023

The Method of Making the Low-dimensional Map that Preserves the Distance Relationships from Selected Data Point.

Koki Yoshioka, Gen Niina, Hiroshi Dozono

Proceedings of the 24th IEEE International Conference on Information Reuse and Integration for Data Science, 2023

2022

Spherical Tree Structured Self-Organizing Map.

Hiroshi Dozono, Koki Yoshioka, Gen Niina

Proceedings of the ICMLC 2022: 14th International Conference on Machine Learning and Computing, Guangzhou, China, February 18, 2022

2019

Simultaneous Display of Front and Back Sides of Spherical SOM for Health Data Analysis.

Gen Niina, Heizo Tokutaka, Masaaki Ohkita, Nobuhiko Kasezawa

Proceedings of the Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization, 2019

2017

HMM Training by Using a Self-Organizing Map for Time Series Prediction.

Gen Niina, Hiroshi Douzono, Tomohiro Enda, Heizo Tokutaka

Proceedings of the 9th International Conference on Machine Learning and Computing, 2017

2015

Basic Study on the Classification of Time Series Data Using a Frequency Integrated Spherical Hidden Markov Self Organizing Map.

Gen Niina, Hiroshi Dozono, Kazuhiro Muramatsu

J. Adv. Comput. Intell. Intell. Informatics, 2015

2013

Mapping of DNA sequences using hidden Markov model self organizing maps.

Hiroshi Dozono, Gen Niina

Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2013

Visualization of the sets of DNA sequences using self organizing maps based on correlation coefficients.

Hiroshi Dozono, Gen Niina

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

2012

The Spherical Hidden Markov Self Organizing Map for Learning Time Series Data.

Gen Niina, Hiroshi Dozono

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012