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List of works by Shinji Fukuda

A discussion on the accuracy-complexity relationship in modelling fish habitat preference using genetic Takagi-Sugeno fuzzy systems

A genetic Takagi-Sugeno fuzzy system for fish habitat preference modelling

A short review on the application of computational intelligence and machine learning in the bioenvironmental sciences

article

Abundance versus presence/absence data for modelling fish habitat preference with a genetic Takagi-Sugeno fuzzy system.

scientific article

Application of a simple genetic algorithm for the calibration of aquatic ecosystem model of an agricultural pond

Assessing the effects of zero abundance data on habitat preference modelling using a genetic Takagi-Sugeno fuzzy model

article published in 2011

Assessing transferability of genetic algorithm-optimized fuzzy habitat preference models for Japanese medaka (Oryzias latipes)

Assessment of Depth Measurement Using an Acoustic Doppler Current Profiler and a CTD Profiler in a Small River in Japan

Assessment of spatial habitat heterogeneity by coupling data-driven habitat suitability models with a 2D hydrodynamic model in small-scale streams

scientific article published in 2015

Comparing four methods for decision-tree induction: A case study on the invasive Iberian gudgeon ( Gobio lozanoi ; Doadrio and Madeira, 2004)

scientific article published in 2016

DO ABSENCE DATA MATTER WHEN MODELLING FISH HABITAT PREFERENCE USING A GENETIC TAKAGI-SUGENO FUZZY MODEL?

Data prevalence matters when assessing species' responses using data-driven species distribution models

article

Effect of aggregation functions on the habitat preference modelling using a genetic Takagi-Sugeno fuzzy system

Effect of data quality on habitat preference evaluation for Japanese medaka (Oryzias latipes) using a simple genetic fuzzy system

scholarly article published July 2010

Effect of model formulation on the optimization of a genetic Takagi–Sugeno fuzzy system for fish habitat suitability evaluation

scientific article published in 2011

Effects of data prevalence on species distribution modelling using a genetic takagi-sugeno fuzzy system

Evaluating the potential for invasion by alien freshwater fishes in northern Kyushu Island, Japan, using the Fish Invasiveness Scoring Kit

article by Norio Onikura et al published 9 August 2011 in Ichthyological Research

Evaluation of Soil Water Management Difference in Mango Orchards between Thailand and Japan

scholarly article by Kozue Yuge et al published 2013 in American journal of plant sciences

Flow regime shapes seasonal patterns of fish species richness and abundance in main and branch channels of a rice irrigation system

article

Fuzzy neural network model for habitat prediction and HEP for habitat quality estimation focusing on Japanese medaka (Oryzias latipes) in agricultural canals

Habitat prediction and knowledge extraction for spawning European grayling (Thymallus thymallus L.) using a broad range of species distribution models

Modelling Fish Habitat Preference with a Genetic Algorithm-Optimized Takagi-Sugeno Model Based on Pairwise Comparisons

Modelling the distribution of the pan-continental invasive fish Pseudorasbora parva based on landscape features in the northern Kyushu Island, Japan

Modelling the relationship between peel colour and the quality of fresh mango fruit using Random Forests

Numerical quantification of the significance of aquatic vegetation affecting spatial distribution of Japanese medaka (Oryzias latipes) in an agricultural canal

Online Monitoring System on Controlled Irrigation Experiment for Export Quality Mango in Thailand

scholarly article by Eriko Yasunaga et al published 2016 in Lecture Notes in Computer Science

Predicting distributions of seven bitterling fishes in northern Kyushu, Japan

Predicting potential hybridization between native and non-native Rhodeus ocellatus subspecies: the implications for conservation of a pure native population in northern Kyushu, Japan

scientific article published in 2013

Prediction ability and sensitivity of artificial intelligence-based habitat preference models for predicting spatial distribution of Japanese medaka (Oryzias latipes)

scientific article published in July 2008

Random Forests Hydrodynamic Flow Classification in a Vertical Slot Fishway Using a Bioinspired Artificial Lateral Line Probe

Random Forests modelling for the estimation of mango (Mangifera indica L. cv. Chok Anan) fruit yields under different irrigation regimes

Revisiting probabilistic neural networks: a comparative study with support vector machines and the microhabitat suitability for the Eastern Iberian chub ( Squalius valentinus )

scholarly article by Rafael Muñoz-Mas et al published January 2018 in Ecological Informatics

Sensitivity-Based Calibration of the Soil and Water Assessment Tool for Hydrologic Cycle Simulation in the Cong Watershed, Vietnam.

scientific article published on August 2015

The application of entropy for detecting behavioral responses in Japanese medaka (Oryzias latipes) exposed to different toxicants.

scientific article published on October 2010

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