Automatic construction of accurate bioacoustics workflows under time constraints using a surrogate model

SciPy 1.0: fundamental algorithms for scientific computing in Python

(2020) Pauli Virtanen et al.   NATURE METHODS

Efficient Global Structure Optimization with a Machine-Learned Surrogate Model

(2020) Malthe K. Bisbo et al.   PHYSICAL REVIEW LETTERS

A swarm optimization-based search algorithm for the quadratic knapsack problem with conflict Graphs

(2020) Isma Dahmani et al.   EXPERT SYSTEMS WITH APPLICATIONS

A two-stage approach to automatically detect and classify woodpecker (Fam. Picidae) sounds

(2020) Ester Vidaña-Vila et al.   APPLIED ACOUSTICS

A pipeline for identification of bird and frog species in tropical soundscape recordings using a convolutional neural network

(2020) Jack LeBien et al.   Ecological Informatics

AcoustiCloud: A cloud-based system for managing large-scale bioacoustics processing

(2020) Alexander Brown et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Fast Multi-Objective Antenna Optimization Based on RBF Neural Network Surrogate Model Optimized by Improved PSO Algorithm

(2019) Jian Dong et al.   Applied Sciences-Basel

Adaptive surrogate model based multiobjective optimization for coastal aquifer management

(2018) Jian Song et al.   JOURNAL OF HYDROLOGY

PSO with surrogate models for feature selection: static and dynamic clustering-based methods

(2018) Hoai Bach Nguyen et al.   Memetic Computing

MPSO: Modified particle swarm optimization and its applications

(2018) Dongping Tian et al.   Swarm and Evolutionary Computation

Structural reliability analysis and uncertainties-based collaborative design and optimization of turbine blades using surrogate model

(2018) Debiao Meng et al.   FATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES

Fair multiple-workflow scheduling with different quality-of-service goals

(2018) Amin Rezaeian et al.   JOURNAL OF SUPERCOMPUTING

Bioacoustic detection with wavelet-conditioned convolutional neural networks

(2018) Ivan Kiskin et al.   NEURAL COMPUTING & APPLICATIONS

Global Optimization of Microwave Filters Based on a Surrogate Model-Assisted Evolutionary Algorithm

(2017) Bo Liu et al.   IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES

Automatic bird sound detection in long real-field recordings: Applications and tools

(2014) Ilyas Potamitis et al.   APPLIED ACOUSTICS

Automatic recognition of anuran species based on syllable identification

(2014) Carol Bedoya et al.   Ecological Informatics

Automatic large-scale classification of bird sounds is strongly improved by unsupervised feature learning

(2014) Dan Stowell et al.   PeerJ

Sampling environmental acoustic recordings to determine bird species richness

(2013) Jason Wimmer et al.   ECOLOGICAL APPLICATIONS

The use of acoustic indices to determine avian species richness in audio-recordings of the environment

(2013) Michael Towsey et al.   Ecological Informatics

Assessing biodiversity with sound: Do acoustic diversity indices reflect phylogenetic and functional diversities of bird communities?

(2012) A. Gasc et al.   ECOLOGICAL INDICATORS

The NumPy Array: A Structure for Efficient Numerical Computation

(2011) Stéfan van der Walt et al.   COMPUTING IN SCIENCE & ENGINEERING

A new methodology to infer the singing activity of an avian community: The Acoustic Complexity Index (ACI)

(2010) N. Pieretti et al.   ECOLOGICAL INDICATORS

Detecting bird sounds in a complex acoustic environment and application to bioacoustic monitoring

(2009) R. Bardeli et al.   PATTERN RECOGNITION LETTERS

Rapid Acoustic Survey for Biodiversity Appraisal

(2008) Jérôme Sueur et al.   PLoS One