Machine learning with the hierarchy‐of‐hypotheses (HoH) approach discovers novel pattern in studies on biological invasions

Using machine learning to advance synthesis and use of conservation and environmental evidence

(2018) S.H. Cheng et al.   CONSERVATION BIOLOGY

Understanding the Impacts of Research Synthesis

(2018) Carina Wyborn et al.   ENVIRONMENTAL SCIENCE & POLICY

The island rule: An assessment of biases and research trends

(2018) Sophie Lokatis et al.   JOURNAL OF BIOGEOGRAPHY

Nonlinear higher order abiotic interactions explain riverine biodiversity

(2018) Masahiro Ryo et al.   JOURNAL OF BIOGEOGRAPHY

Drawing a map of invasion biology based on a network of hypotheses

(2018) Martin Enders et al.   Ecosphere

A Machine Learning Aided Systematic Review and Meta-Analysis of the Relative Risk of Atrial Fibrillation in Patients With Diabetes Mellitus

(2018) Zhaohan Xiong et al.   Frontiers in Physiology

Machine learning for identifying Randomized Controlled Trials: An evaluation and practitioner's guide

(2018) Iain J. Marshall et al.   Research Synthesis Methods

Meta-analysis and the science of research synthesis

(2018) Jessica Gurevitch et al.   NATURE

A fresh approach to evidence synthesis

(2018) William J. Sutherland et al.   NATURE

Root traits are more than analogues of leaf traits: the case for diaspore mass

(2017) Joana Bergmann et al.   NEW PHYTOLOGIST

Statistically reinforced machine learning for nonlinear patterns and variable interactions

(2017) Masahiro Ryo et al.   Ecosphere

Machine-learning-assisted materials discovery using failed experiments

(2016) Paul Raccuglia et al.   NATURE

Transparency in Ecology and Evolution: Real Problems, Real Solutions

(2016) Timothy H. Parker et al.   TRENDS IN ECOLOGY & EVOLUTION

The enemy release hypothesis as a hierarchy of hypotheses

(2014) Tina Heger et al.   OIKOS

Biological invasions: a field synopsis, systematic review, and database of the literature

(2012) Edward Lowry et al.   Ecology and Evolution

Support for major hypotheses in invasion biology is uneven and declining

(2012) Jonathan Jeschke et al.   NeoBiota

Accelerate Synthesis in Ecology and Environmental Sciences

(2009) Stephen R. Carpenter et al.   BIOSCIENCE

Data-intensive Science: A New Paradigm for Biodiversity Studies

(2009) Steve Kelling et al.   BIOSCIENCE

Synergy between pathogen release and resource availability in plant invasion

(2009) D. Blumenthal et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Something in the way you move: dispersal pathways affect invasion success

(2009) John R.U. Wilson et al.   TRENDS IN ECOLOGY & EVOLUTION

Geographical and taxonomic biases in invasion ecology

(2008) Petr Pyšek et al.   TRENDS IN ECOLOGY & EVOLUTION