EvoAAA: An evolutionary methodology for automated neural autoencoder architecture search

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Ruta: Implementations of neural autoencoders in R

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A convolutional neural‐network‐based pedestrian counting model for various crowded scenes

(2019) Jie Shen et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Pruning deep convolutional neural networks for efficient edge computing in condition assessment of infrastructures

(2019) Rih‐Teng Wu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Convolutional sparse coding‐based deep random vector functional link network for distress classification of road structures

(2019) Keisuke Maeda et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Convolutional neural network-based wind-induced response estimation model for tall buildings

(2019) Byung Kwan Oh et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Choosing the proper autoencoder for feature fusion based on data complexity and classifiers: Analysis, tips and guidelines

(2019) Francisco J. Pulgar et al.   Information Fusion

A practical tutorial on autoencoders for nonlinear feature fusion: Taxonomy, models, software and guidelines

(2018) David Charte et al.   Information Fusion

Optimizing the energy-spectrum efficiency of cellular systems by evolutionary multi-objective algorithm

(2018) Qiang Wang et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Deep Neural Architectures for Mapping Scalp to Intracranial EEG

(2018) Andreas Antoniades et al.   International Journal of Neural Systems

A Novel Method of Building Functional Brain Network Using Deep Learning Algorithm with Application in Proficiency Detection

(2018) Chengcheng Hua et al.   International Journal of Neural Systems

Developmental Approach for Behavior Learning Using Primitive Motion Skills

(2018) Farhan Dawood et al.   International Journal of Neural Systems

A Scalable Weight-Free Learning Algorithm for Regulatory Control of Cell Activity in Spiking Neuronal Networks

(2018) Xu Zhang et al.   International Journal of Neural Systems

Enhanced probabilistic neural network with local decision circles: A robust classifier

(2018) Mehran Ahmadlou et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Image-based post-disaster inspection of reinforced concrete bridge systems using deep learning with Bayesian optimization

(2018) Xiao Liang   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Evolutionary computation for resource leveling optimization in project management

(2016) Christos Kyriklidis et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Shape optimization of free-form steel space-frame roof structures with complex geometries using evolutionary computing

(2015) Maggie Kociecki et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Deep learning

(2015) Yann LeCun et al.   NATURE

Two-phase genetic algorithm for topology optimization of free-form steel space-frame roof structures with complex curvatures

(2014) Maggie Kociecki et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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(2012) Pedro Domingos   COMMUNICATIONS OF THE ACM

The MNIST Database of Handwritten Digit Images for Machine Learning Research [Best of the Web]

(2012) Li Deng   IEEE SIGNAL PROCESSING MAGAZINE

Data mining for credit card fraud: A comparative study

(2010) Siddhartha Bhattacharyya et al.   DECISION SUPPORT SYSTEMS

Recent advances in differential evolution: a survey and experimental analysis

(2009) Ferrante Neri et al.   ARTIFICIAL INTELLIGENCE REVIEW

A review of machine learning approaches to Spam filtering

(2009) Thiago S. Guzella et al.   EXPERT SYSTEMS WITH APPLICATIONS

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(2008) Michael Garland et al.   IEEE MICRO