Use of random forests and support vector machines to improve annual egg production estimation

Modeling spatial patterns of rare species using eigenfunction-based spatial filters: An example of modified delta model for zero-inflated data

(2015) Yan Li et al.   ECOLOGICAL MODELLING

Model selection between traditional and popular methods for standardizing catch rates of target species: A case study of Japanese Spanish mackerel in the gillnet fishery

(2015) Zengguang Li et al.   FISHERIES RESEARCH

Predicting relative species composition within mixed conifer forest pixels using zero-inflated models and Landsat imagery

(2015) Shannon L. Savage et al.   REMOTE SENSING OF ENVIRONMENT

Spatial and seasonal patterns of ichthyoplankton assemblages in the Haizhou Bay and its adjacent waters of China

(2015) Zengguang Li et al.   Journal of Ocean University of China

Application of support vector regression to CPUE analysis for southern bluefin tuna Thunnus maccoyii, and its comparison with conventional methods

(2014) Hiroshi Shono   FISHERIES SCIENCE

Compound Poisson-gamma vs. delta-gamma to handle zero-inflated continuous data under a variable sampling volume

(2013) Jean-Baptiste Lecomte et al.   Methods in Ecology and Evolution

A Poisson–Gamma model for analysis of ecological non-negative continuous data

(2012) Scott D. Foster et al.   ENVIRONMENTAL AND ECOLOGICAL STATISTICS

Egg production methods in marine fisheries: An introduction

(2012) M. Bernal et al.   FISHERIES RESEARCH

Random forests for genomic data analysis

(2012) Xi Chen et al.   GENOMICS

On the use of cross-validation for time series predictor evaluation

(2012) Christoph Bergmeir et al.   INFORMATION SCIENCES

Annual egg production estimates of cod (Gadus morhua), plaice (Pleuronectes platessa) and haddock (Melanogrammus aeglefinus) in the Irish Sea: The effects of modelling choices and assumptions

(2011) David L. Maxwell et al.   FISHERIES RESEARCH

Developments in understanding of fecundity of fish stocks in relation to egg production methods for estimating spawning stock biomass

(2011) Michael J. Armstrong et al.   FISHERIES RESEARCH

A revision of daily egg production estimation methods, with application to Atlanto-Iberian sardine. 2. Spatially and environmentally explicit estimates of egg production

(2011) M. Bernal et al.   ICES JOURNAL OF MARINE SCIENCE

Generalized Additive Models for Zero-Inflated Data with Partial Constraints

(2011) HAI LIU et al.   SCANDINAVIAN JOURNAL OF STATISTICS

Selecting statistical models and variable combinations for optimal classification using otolith microchemistry

(2010) Lény Mercier et al.   ECOLOGICAL APPLICATIONS

Decreasing uncertainty in catch rate analyses using Delta-AdaBoost: An alternative approach in catch and bycatch analyses with high percentage of zeros

(2010) Yan Li et al.   FISHERIES RESEARCH

Reproductive cycle of yellow croaker Larimichthys polyactis in southern waters off Korea

(2010) Han Kyu Lim et al.   FISHERIES SCIENCE

Mining data with random forests: A survey and results of new tests

(2010) A. Verikas et al.   PATTERN RECOGNITION

Modeling wine preferences by data mining from physicochemical properties

(2009) Paulo Cortez et al.   DECISION SUPPORT SYSTEMS

Modelling spatial zero-inflated continuous data with an exponentially compound Poisson process

(2009) Sophie Ancelet et al.   ENVIRONMENTAL AND ECOLOGICAL STATISTICS

Evaluating diel, ontogenetic and environmental effects on larval fish vertical distribution using Generalized Additive Models for Location, Scale and Shape

(2009) FRANK J. HERNANDEZ et al.   FISHERIES OCEANOGRAPHY

Spawning season, spawning grounds, and egg production of red sea bream in Hiuchi-nada, Seto Inland Sea

(2009) Hiromu Zenitani et al.   FISHERIES SCIENCE

Evaluating the use of the Daily Egg Production Method for stock assessment of blue mackerel,Scomber australasicus

(2009) T. M. Ward et al.   MARINE AND FRESHWATER RESEARCH

Application of the Tweedie distribution to zero-catch data in CPUE analysis

(2008) Hiroshi Shono   FISHERIES RESEARCH

Spatial fisheries ecology: Recent progress and future prospects

(2007) L. Ciannelli et al.   JOURNAL OF MARINE SYSTEMS