Hybrid Elman Neural Network and an Invasive Weed Optimization Method for Bridge Defect Recognition

The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation

(2020) Davide Chicco et al.   BMC GENOMICS

Zebrafish Larvae Phenotype Classification from Bright-field Microscopic Images Using a Two-Tier Deep-Learning Pipeline

(2020) Shang Shang et al.   Applied Sciences-Basel

A self-adaptive exhaustive search optimization-based method for restoration of bridge defects images

(2020) Eslam Mohammed Abdelkader et al.   International Journal of Machine Learning and Cybernetics

Evaluation of bridge decks with overlays using impact echo, a deep learning approach

(2020) Sattar Dorafshan et al.   AUTOMATION IN CONSTRUCTION

Mapping Heterogeneous Urban Landscapes from the Fusion of Digital Surface Model and Unmanned Aerial Vehicle-Based Images Using Adaptive Multiscale Image Segmentation and Classification

(2020) Mohamed Barakat A. Gibril et al.   Remote Sensing

Weakly supervised network based intelligent identification of cracks in asphalt concrete bridge deck

(2020) Jinsong Zhu et al.   Alexandria Engineering Journal

Ensemble-learning based neural networks for novelty detection in multi-class systems

(2020) Felix T.S. Chan et al.   APPLIED SOFT COMPUTING

An effective feature engineering for DNN using hybrid PCA-GWO for intrusion detection in IoMT architecture

(2020) Swarna Priya R.M. et al.   COMPUTER COMMUNICATIONS

Decision fusion scheme for bearing defects diagnosis in induction motors

(2020) Hamed Agahi et al.   ELECTRICAL ENGINEERING

A double decomposition-based modelling approach to forecast weekly solar radiation

(2020) Ramendra Prasad et al.   RENEWABLE ENERGY

A multi-objective invasive weed optimization algorithm for robust aggregate production planning under uncertain seasonal demand

(2019) Alireza Goli et al.   COMPUTING

Streamflow Forecasting Using Singular Value Decomposition and Support Vector Machine for the Upper Rio Grande River Basin

(2019) Swastik Bhandari et al.   JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION

Rock Image Segmentation of Improved Semi-supervised SVM–FCM Algorithm Based on Chaos

(2019) Haibo Liang et al.   CIRCUITS SYSTEMS AND SIGNAL PROCESSING

Automatic Bridge Crack Detection Using a Convolutional Neural Network

(2019) Hongyan Xu et al.   Applied Sciences-Basel

Discrete-time fault tolerant control for semi-Markov jump systems with finite sojourn-time

(2019) Yueyuan Zhang et al.   JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS

Developing a Novel Machine Learning-Based Classification Scheme for Predicting SPCs in Breast Cancer Survivors

(2019) Chi-Chang Chang et al.   Frontiers in Genetics

SVD-based image compression, encryption, and identity authentication algorithm on cloud

(2019) Changzhi Yu et al.   IET Image Processing

Spatial Dependency of Urban Sprawl and the Underlying Road Network Structure

(2019) Xianyuan Zhan et al.   JOURNAL OF URBAN PLANNING AND DEVELOPMENT

Multi-Objective Individualized-Instruction Teaching-Learning-Based Optimization Algorithm

(2018) Dong Yu et al.   APPLIED SOFT COMPUTING

New Crack Detection Method for Bridge Inspection Using UAV Incorporating Image Processing

(2018) Bin Lei et al.   JOURNAL OF AEROSPACE ENGINEERING

Reliability Analysis of Ground-Penetrating Radar for the Detection of Subsurface Delamination

(2018) Ali A. Sultan et al.   Journal of Bridge Engineering

Comparing the performance of meta-classifiers—a case study on selected imbalanced data sets relevant for prediction of liver toxicity

(2018) Sankalp Jain et al.   JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN

An accelerometer-based leak detection system

(2018) Samer El-Zahab et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Application of Crack Identification Techniques for an Aging Concrete Bridge Inspection Using an Unmanned Aerial Vehicle

(2018) In-Ho Kim et al.   SENSORS

Detection of Surface Crack in Building Structures Using Image Processing Technique with an Improved Otsu Method for Image Thresholding

(2018) Nhat-Duc Hoang   Advances in Civil Engineering

A Two-Stage Crack Detection Method for Concrete Bridges Using Convolutional Neural Networks

(2018) Yundong LI et al.   IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS

Autonomous concrete crack detection using deep fully convolutional neural network

(2018) Cao Vu Dung et al.   AUTOMATION IN CONSTRUCTION

Segmentation and characterization of acoustic event spectrograms using singular value decomposition

(2018) Manjunath Mulimani et al.   EXPERT SYSTEMS WITH APPLICATIONS

Trees vs Neurons: Comparison between random forest and ANN for high-resolution prediction of building energy consumption

(2017) Muhammad Waseem Ahmad et al.   ENERGY AND BUILDINGS

Automatic land cover classification of geo-tagged field photos by deep learning

(2017) Guang Xu et al.   ENVIRONMENTAL MODELLING & SOFTWARE

A hybrid recommender system using artificial neural networks

(2017) Tulasi K. Paradarami et al.   EXPERT SYSTEMS WITH APPLICATIONS

Improving microseismic event and quarry blast classification using Artificial Neural Networks based on Principal Component Analysis

(2017) Xueyi Shang et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

A systematic approach in appliance disaggregation using k-nearest neighbours and naive Bayes classifiers for energy efficiency

(2017) Chuan Choong Yang et al.   Energy Efficiency

SLIDE: automatic spine level identification system using a deep convolutional neural network

(2017) Jorden Hetherington et al.   International Journal of Computer Assisted Radiology and Surgery

SVM-PSO based rotation-invariant image texture classification in SVD and DWT domains

(2016) Bae-Muu Chang et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Solving metameric variable-length optimization problems using genetic algorithms

(2016) Matthew L. Ryerkerk et al.   Genetic Programming and Evolvable Machines

Pre-processing of data-driven river flow forecasting models by singular value decomposition (SVD) technique

(2016) Nastaran Chitsaz et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Robust Bayesian Inference for Gas Identification in Electronic Nose Applications by Using Random Matrix Theory

(2016) Muhammad Hassan et al.   IEEE SENSORS JOURNAL

An Efficient SVD-Based Method for Image Denoising

(2016) Qiang Guo et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Classification of Rockburst in Underground Projects: Comparison of Ten Supervised Learning Methods

(2016) Jian Zhou et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Weed Optimization Algorithm for Optimal Reservoir Operation

(2016) Hamid-Reza Asgari et al.   JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING

Using a Simple Soil Spring Model and Support Vector Machine to Determine Bridge Scour Depth and Bridge Safety

(2016) Chung-Wei Feng et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Optimal Operation of Hydropower Reservoir Systems Using Weed Optimization Algorithm

(2016) Mohammad Azizipour et al.   WATER RESOURCES MANAGEMENT

Weed Optimization Algorithm for Optimal Reservoir Operation

(2016) Hamid-Reza Asgari et al.   JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING

A short-term load forecasting model of natural gas based on optimized genetic algorithm and improved BP neural network

(2014) Feng Yu et al.   APPLIED ENERGY

Forecasting wind speed using empirical mode decomposition and Elman neural network

(2014) Jujie Wang et al.   APPLIED SOFT COMPUTING

Fast decorrelated neural network ensembles with random weights

(2014) Monther Alhamdoosh et al.   INFORMATION SCIENCES

Invasive weed optimization algorithm for optimization no-idle flow shop scheduling problem

(2014) Yongquan Zhou et al.   NEUROCOMPUTING

Indian summer monsoon rainfall prediction using artificial neural network

(2013) Pritpal Singh et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Invasive weed optimization for model order reduction of linear MIMO systems

(2012) Dia I. Abu-Al-Nadi et al.   APPLIED MATHEMATICAL MODELLING

Alleviating the problem of local minima in Backpropagation through competitive learning

(2012) Qun Dai et al.   NEUROCOMPUTING

Nondestructive Detection of Delamination in Concrete Slabs

(2012) Parisa Shokouhi et al.   TRANSPORTATION RESEARCH RECORD

Noise-induced contrast enhancement using stochastic resonance on singular values

(2012) Rajib Kumar Jha et al.   Signal Image and Video Processing

Evolutionarily optimized features in functional link neural network for classification

(2009) Satchidananda Dehuri et al.   EXPERT SYSTEMS WITH APPLICATIONS