Evolutionary neural architecture search for remaining useful life prediction

Soft computing models for predicting blast-induced air over-pressure: A novel artificial intelligence approach

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An adaptive genetic algorithm as a supporting mechanism for microscopy image analysis in a cascade of convolution neural networks

(2020) Dawid Połap   APPLIED SOFT COMPUTING

Automatically Designing CNN Architectures Using the Genetic Algorithm for Image Classification

(2020) Yanan Sun et al.   IEEE Transactions on Cybernetics

Evolution of Deep Convolutional Neural Networks Using Cartesian Genetic Programming

(2019) Masanori Suganuma et al.   EVOLUTIONARY COMPUTATION

Multi-head CNN–RNN for multi-time series anomaly detection: An industrial case study

(2019) Mikel Canizo et al.   NEUROCOMPUTING

Data-Driven Methods for Predictive Maintenance of Industrial Equipment: A Survey

(2019) Weiting Zhang et al.   IEEE Systems Journal

Evolving Deep Convolutional Neural Networks for Image Classification

(2019) Yanan Sun et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Neural architecture search for image saliency fusion

(2019) Simone Bianco et al.   Information Fusion

Completely Automated CNN Architecture Design Based on Blocks

(2019) Yanan Sun et al.   IEEE Transactions on Neural Networks and Learning Systems

Remaining useful life estimation in prognostics using deep convolution neural networks

(2018) Xiang Li et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

DENSER: deep evolutionary network structured representation

(2018) Filipe Assunção et al.   Genetic Programming and Evolvable Machines

Remaining useful life predictions for turbofan engine degradation using semi-supervised deep architecture

(2018) André Listou Ellefsen et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Predictive Maintenance Management Using Sensor-Based Degradation Models

(2009) K.A. Kaiser et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS