Hiroshi Dozono

According to our database1, Hiroshi Dozono authored at least 33 papers between 1998 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Links

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Bibliography

2023
The Method of Making the Low-dimensional Map that Preserves the Distance Relationships from Selected Data Point.
Proceedings of the 24th IEEE International Conference on Information Reuse and Integration for Data Science, 2023

Multiple Objective optimization of Stock Portfolio Using Evolutionary Computation under COVID-19.
Proceedings of the 24th IEEE International Conference on Information Reuse and Integration for Data Science, 2023

2022
Reservoir Self Organizing Map.
Proceedings of the Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems, 2022

Spherical Tree Structured Self-Organizing Map.
Proceedings of the ICMLC 2022: 14th International Conference on Machine Learning and Computing, Guangzhou, China, February 18, 2022

2019
The Classification of the Documents Based on Word Embedding and 2-layer Spherical Self Organizing Maps.
Proceedings of the 2019 11th International Conference on Machine Learning and Computing, 2019

Application of Self Organizing Map to Preprocessing Input Vectors for Convolutional Neural Network.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

2017
HMM Training by Using a Self-Organizing Map for Time Series Prediction.
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.
J. Adv. Comput. Intell. Intell. Informatics, 2015

2014
Visualization and Classification of DNA Sequences Using Pareto Learning Self Organizing Maps Based on Frequency and Correlation Coefficient.
Proceedings of the Advances in Self-Organizing Maps and Learning Vector Quantization, 2014

Basic research of reinforcement learning with Self Organizing Map.
Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014

2013
Mapping of DNA sequences using hidden Markov model self organizing maps.
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.
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.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

2011
Mapping of the 3D Objects Using Computer Generated Hologram SOM.
Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

The Authentication System for Multi-modal Behavior Biometrics Using Concurrent Pareto Learning SOM.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011

2010
Analysis of Packet Traffics and Detection of Abnormal Traffics Using Pareto Learning Self Organizing Maps.
Proceedings of the Neural Information Processing. Models and Applications, 2010

The Adaptive Authentication System for Behavior Biometrics Using Pareto Learning Self Organizing Maps.
Proceedings of the Neural Information Processing. Models and Applications, 2010

Mapping of the Traffics of IP-Packets on 2-dimensional Plane using Pareto Learning SOM.
Proceedings of the 2010 International Conference on Security & Management, 2010

2009
Application of Supervised Pareto Learning Self Organizing Maps and Its Incremental Learning.
Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

Analysis of Robustness of Pareto Learning SOM to Variances of Input Vectors.
Proceedings of the Neural Information Processing, 16th International Conference, 2009

Study of Biometric Authentication Method Using Behavior Characteristics on Game Consoles.
Proceedings of the 2009 International Conference on Security & Management, 2009

2008
An integration method of multi-modal biometrics using supervised pareto learning self organizing maps.
Proceedings of the International Joint Conference on Neural Networks, 2008

A Method of Automatic User Authentication by Fulltime Monitoring of Keystroke Timings.
Proceedings of the 2008 International Conference on Security & Management, 2008

2007
The Analysis of Key Typing Sounds using Self Organizing Maps.
Proceedings of the 2007 International Conference on Security & Management, 2007

2006
The Analysis of Pen Inputs of Handwritten Symbols using Self Organizing Maps and its Application to User Authentication.
Proceedings of the International Joint Conference on Neural Networks, 2006

The Analyses of Key Stroke Timings using Self Organizing Maps and its Application to Authentication.
Proceedings of the 2006 International Conference on Security & Management, 2006

2005
The Analysis of Pen Pressures of Handwritten Symbols on PDA Touch Panel using Self Orgazining Maps.
Proceedings of The 2005 International Conference on Security and Management, 2005

The Application of Self Organizing Maps for the analyses of DNA sequences.
Proceedings of the Advances in Bioinformatics and Its Applications, 2005

2004
The Analysis of Graffiti Input and Its Application to Personal Identification.
Proceedings of the International Conference on Security and Management, 2004

2001
A Design Method of DNA Chips using Self Organizing Maps.
Proceedings of the Advances in Self-Organising Maps, 2001

2000
A Clustering Method of Chromosome Fluorescence Profiles Using Modified Self Organizing Map Controlled by Simulated Annealing.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999
A clustering method of chromosome fluorescence profiles by modified self organizing map.
Proceedings of the International Joint Conference Neural Networks, 1999

1998
A clustering algorithm using genetic algorithm with competitive individuals.
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1998


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