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Shinji Fukuda
ORCID
Publication Activity (10 Years)
Years Active: 2005-2024
Publications (10 Years): 11
Top Topics
Stereo Matching
Random Forest
Probabilistic Neural Networks
Activity Monitoring
Top Venues
Ecol. Informatics
ICIRA (2)
SCIS/ISIS
Algorithms
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Publications
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Yuto Kamiwaki
,
Shinji Fukuda
Effect of the Light Environment on Image-Based SPAD Value Prediction of Radish Leaves.
Algorithms
17 (1) (2024)
Tomoya Ogami
,
Shinji Fukuda
,
Hirofumi Kakudo
Modelling the relationships between local landscape features and habitat suitability of Genji-firefly Luciola cruciata using Random Forests.
SCIS/ISIS
(2022)
Yuto Kamiwaki
,
Shinji Fukuda
Evolutionary Optimization of Stereo Matching Parameters for Plant Shape Estimation.
SCIS/ISIS
(2022)
Wataru Ishikawa
,
Shinji Fukuda
Application of YOLOv5 and MASK R-CNN for diurnal activity monitoring of freshwater fish.
SCIS/ISIS
(2022)
Ana García-Vega
,
Juan Francisco Fuentes-Perez
,
Shinji Fukuda
,
Maarja Kruusmaa
,
Francisco Javier Sanz-Ronda
,
Jeffrey A. Tuhtan
.
Ecol. Informatics
65 (2021)
Rafael Muñoz-Mas
,
Shinji Fukuda
,
Javier Pórtoles
,
Francisco Martínez-Capel
Revisiting probabilistic neural networks: a comparative study with support vector machines and the microhabitat suitability for the Eastern Iberian chub (Squalius valentinus).
Ecol. Informatics
43 (2018)
Shinji Fukuda
,
Jeffrey A. Tuhtan
,
Juan Francisco Fuentes-Perez
,
Martin Schletterer
,
Maarja Kruusmaa
Random Forests Hydrodynamic Flow Classification in a Vertical Slot Fishway Using a Bioinspired Artificial Lateral Line Probe.
ICIRA (2)
(2016)
Rafael Muñoz-Mas
,
Shinji Fukuda
,
Paolo Vezza
,
Francisco Martínez-Capel
Comparing four methods for decision-tree induction: A case study on the invasive Iberian gudgeon (Gobio lozanoi; Doadrio and Madeira, 2004).
Ecol. Informatics
34 (2016)
Shinji Fukuda
,
Kazuaki Hiramatsu
,
Masayoshi Harada
Assessment of Depth Measurement Using an Acoustic Doppler Current Profiler and a CTD Profiler in a Small River in Japan.
ICIRA (2)
(2016)
Shinji Fukuda
,
Bernard De Baets
Data prevalence matters when assessing species' responses using data-driven species distribution models.
Ecol. Informatics
32 (2016)
Eriko Yasunaga
,
Shinji Fukuda
,
Wolfram Spreer
,
Daisuke Takata
Online Monitoring System on Controlled Irrigation Experiment for Export Quality Mango in Thailand.
ICIRA (2)
(2016)
Shinji Fukuda
,
Taichi Tanakura
,
Kazuaki Hiramatsu
,
Masayoshi Harada
Assessment of spatial habitat heterogeneity by coupling data-driven habitat suitability models with a 2D hydrodynamic model in small-scale streams.
Ecol. Informatics
29 (2015)
Shinji Fukuda
Effects of data prevalence on species distribution modelling using a genetic takagi-sugeno fuzzy system.
GEFS
(2013)
Shinji Fukuda
,
Bernard De Baets
,
Willem Waegeman
,
Jan Verwaeren
,
Ans M. Mouton
Habitat prediction and knowledge extraction for spawning European grayling (Thymallus thymallus L.) using a broad range of species distribution models.
Environ. Model. Softw.
47 (2013)
Shinji Fukuda
,
Bernard De Baets
A short review on the application of computational intelligence and machine learning in the bioenvironmental sciences.
SCIS&ISIS
(2012)
Shinji Fukuda
Effect of aggregation functions on the habitat preference modelling using a genetic Takagi-Sugeno fuzzy system.
FUZZ-IEEE
(2012)
Shinji Fukuda
Assessing the applicability of fuzzy neural networks for habitat preference evaluation of Japanese medaka (Oryzias latipes).
Ecol. Informatics
6 (5) (2011)
Shinji Fukuda
Assessing the effects of zero abundance data on habitat preference modelling using a genetic Takagi-Sugeno fuzzy model.
FUZZ-IEEE
(2011)
Shinji Fukuda
,
Jun Nakajima
,
Bernard De Baets
,
Willem Waegeman
,
Takahiko Mukai
,
Ans M. Mouton
,
Norio Onikura
A discussion on the accuracy-complexity relationship in modelling fish habitat preference using genetic Takagi-Sugeno fuzzy systems.
GEFS
(2011)
Shinji Fukuda
,
Willem Waegeman
,
Ans M. Mouton
,
Bernard De Baets
Modelling Fish Habitat Preference with a Genetic Algorithm-Optimized Takagi-Sugeno Model Based on Pairwise Comparisons.
Eurofuse
(2011)
Shinji Fukuda
Assessing transferability of genetic algorithm-optimized fuzzy habitat preference models for Japanese medaka (Oryzias latipes).
GEFS
(2010)
Shinji Fukuda
,
Norio Onikura
,
Bernard De Baets
,
Willem Waegeman
,
Ans M. Mouton
,
Jun Nakajima
,
Takahiko Mukai
A genetic Takagi-Sugeno fuzzy system for fish habitat preference modelling.
NaBIC
(2010)
Shinji Fukuda
Effect of data quality on habitat preference evaluation for Japanese medaka (Oryzias latipes) using a simple genetic fuzzy system.
FUZZ-IEEE
(2010)
Shinji Fukuda
A Preliminary Analysis for Improving Model Structure of Fuzzy Habitat Preference Model for Japanese Medaka (Oryzias latipes).
IFSA/EUSFLAT Conf.
(2009)
Hiromi Mochiyama
,
Akihito Sano
,
Naoyuki Takesue
,
Ryo Kikuuwe
,
Kei Fujita
,
Shinji Fukuda
,
Ken'ichi Marui
,
Hideo Fujimoto
Haptic Illusions Induced by Moving Line Stimuli.
WHC
(2005)