Takumi Ichimura

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Featured Co-authors

Shin Kamada
22 publications
Issei Tachibana
3 publications
Takuya Uemoto
3 publications
Takanobu Watanabe
2 publications
Kosuke Tanabe
2 publications
Daisuke Igaue
1 publication
Akira Hara
1 publication
Toshihide Harada
1 publication
Kousuke Tanabe
1 publication
Takashi Iwasaki
1 publication
Toshiyuki Yamashita
1 publication

research

∙ 10/25/2021

A Distillation Learning Model of Adaptive Structural Deep Belief Network for AffectNet: Facial Expression Image Database

Deep Learning has a hierarchical network architecture to represent the c...

0 Takumi Ichimura, et al. ∙

research

∙ 10/25/2021

An Adaptive Structural Learning of Deep Belief Network for Image-based Crack Detection in Concrete Structures Using SDNET2018

We have developed an adaptive structural Deep Belief Network (Adaptive D...

0 Shin Kamada, et al. ∙

research

∙ 10/25/2021

An Embedded System for Image-based Crack Detection by using Fine-Tuning model of Adaptive Structural Learning of Deep Belief Network

Deep learning has been a successful model which can effectively represen...

0 Shin Kamada, et al. ∙

research

∙ 10/25/2021

Automatic Extraction of Road Networks from Satellite Images by using Adaptive Structural Deep Belief Network

In our research, an adaptive structural learning method of Restricted Bo...

0 Shin Kamada, et al. ∙

research

∙ 09/30/2019

Re-learning of Child Model for Misclassified data by using KL Divergence in AffectNet: A Database for Facial Expression

AffectNet contains more than 1,000,000 facial images which manually anno...

12 Takumi Ichimura, et al. ∙

research

∙ 09/30/2019

A Video Recognition Method by using Adaptive Structural Learning of Long Short Term Memory based Deep Belief Network

Deep learning builds deep architectures such as multi-layered artificial...

20 Shin Kamada, et al. ∙

research

∙ 09/30/2019

An Object Detection by using Adaptive Structural Learning of Deep Belief Network

Deep learning forms a hierarchical network structure for representation ...

16 Shin Kamada, et al. ∙

research

∙ 08/27/2018

Adaptive Structural Learning of Deep Belief Network for Medical Examination Data and Its Knowledge Extraction by using C4.5

Deep Learning has a hierarchical network architecture to represent the c...

0 Shin Kamada, et al. ∙

research

∙ 07/11/2018

Knowledge Extracted from Recurrent Deep Belief Network for Real Time Deterministic Control

Recently, the market on deep learning including not only software but al...

0 Shin Kamada, et al. ∙

research

∙ 07/11/2018

Adaptive Learning Method of Recurrent Temporal Deep Belief Network to Analyze Time Series Data

Deep Learning has the hierarchical network architecture to represent the...

0 Takumi Ichimura, et al. ∙

research

∙ 07/11/2018

Shortening Time Required for Adaptive Structural Learning Method of Deep Belief Network with Multi-Modal Data Arrangement

Recently, Deep Learning has been applied in the techniques of artificial...

0 Shin Kamada, et al. ∙

research

∙ 07/10/2018

A Recommendation System of Grants to Acquire External Funds

The recommendation system of the competitive grants to university resear...

0 Shin Kamada, et al. ∙

research

∙ 07/10/2018

The Recommendation System to SNS Community for Tourists by Using Altruistic Behaviors

We have already developed the recommendation system of sightseeing infor...

0 Takumi Ichimura, et al. ∙

research

∙ 07/10/2018

Fine Tuning Method by using Knowledge Acquisition from Deep Belief Network

We developed an adaptive structure learning method of Restricted Boltzma...

0 Shin Kamada, et al. ∙

research

∙ 07/10/2018

An Adaptive Learning Method of Deep Belief Network by Layer Generation Algorithm

Deep Belief Network (DBN) has a deep architecture that represents multip...

0 Shin Kamada, et al. ∙

research

∙ 07/10/2018

Emergence of Altruism Behavior for Multi Feeding Areas in Army Ant Social Evolutionary System

Army ants perform the altruism that an ant sacrifices its own well-being...

0 Takumi Ichimura, et al. ∙

research

∙ 07/10/2018

An Adaptive Learning Method of Restricted Boltzmann Machine by Neuron Generation and Annihilation Algorithm

Restricted Boltzmann Machine (RBM) is a generative stochastic energy-bas...

0 Shin Kamada, et al. ∙

research

∙ 04/10/2018

An Estimation of Favorite Value in Emotion Generating Calculation by Fuzzy Petri Net

Emotion Generating Calculations (EGC) method based on the Emotion Elicit...

0 Takumi Ichimura, et al. ∙

research

∙ 04/09/2018

Analysis of the Social Community Based on the Network Growing Model in Open Source Software Community

The social community in open source software developers has a complex ne...

0 Takumi Ichimura, et al. ∙

research

∙ 04/09/2018

Recommendation System of Grants-in-Aid for Researchers by using JSPS Keyword

An acquisition of a research grant is important for the researchers to c...

0 Shin Kamada, et al. ∙

research

∙ 04/09/2018

A Generation Method of Immunological Memory in Clonal Selection Algorithm by using Restricted Boltzmann Machines

Recently, a high technique of image processing is required to extract th...

0 Shin Kamada, et al. ∙

research

∙ 04/09/2018

Affective Recommendation System for Tourists by Using Emotion Generating Calculations

An emotion orientated intelligent interface consists of Emotion Generati...

0 Takumi Ichimura, et al. ∙

research

∙ 04/09/2018

An Adaptive Learning Method of Personality Trait Based Mood in Mental State Transition Network by Recurrent Neural Network

Mental State Transition Network (MSTN) is a basic concept of approximati...

0 Takumi Ichimura, et al. ∙

research

∙ 04/08/2018

Hierarchical Modular Reinforcement Learning Method and Knowledge Acquisition of State-Action Rule for Multi-target Problem

Hierarchical Modular Reinforcement Learning (HMRL), consists of 2 layere...

0 Takumi Ichimura, et al. ∙

research

∙ 04/08/2018

Early Discovery of Chronic Non-attenders by Using NFC Attendance Management System

Near Field Communication (NFC) standards cover communications protocols ...

0 Takumi Ichimura, et al. ∙

research

∙ 04/08/2018

Emotion Orientated Recommendation System for Hiroshima Tourist by Fuzzy Petri Net

We developed an Android Smartophone application software for tourist inf...

0 Takumi Ichimura, et al. ∙

research

∙ 04/08/2018

A Clonal Selection Algorithm with Levenshtein Distance based Image Similarity in Multidimensional Subjective Tourist Information and Discovery of Cryptic Spots by Interactive G

Mobile Phone based Participatory Sensing (MPPS) system involves a commun...

0 Takumi Ichimura, et al. ∙

research

∙ 04/08/2018

A Generation Method of Filtering Rules of Twitter Via Smartphone Based Participatory Sensing System for Tourist by Interactive GHSOM and C4.5

Mobile Phone based Participatory Sensing (MPPS) systems involve a commun...

0 Takumi Ichimura, et al. ∙

research

∙ 04/08/2018

Clustering and Retrieval Method of Immunological Memory Cell in Clonal Selection Algorithm

The clonal selection principle explains the basic features of an adaptiv...

0 Takumi Ichimura, et al. ∙

research

∙ 04/08/2018

Tourist Navigation in Android Smartphone by using Emotion Generating Calculations and Mental State Transition Networks

Mental State Transition Network which consists of mental states connecte...

0 Takumi Ichimura, et al. ∙

research

∙ 04/08/2018

A Proposal of Interactive Growing Hierarchical SOM

Self Organizing Map is trained using unsupervised learning to produce a ...

0 Takumi Ichimura, et al. ∙

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