Automatic Recognition of Asphalt Pavement Cracks Based on Image Processing and Machine Learning Approaches: A Comparative Study on Classifier Performance

Enhancing the accuracy of rainfall-induced landslide prediction along mountain roads with a GIS-based random forest classifier

(2018) Viet-Hung Dang et al.   Bulletin of Engineering Geology and the Environment

A novel hybrid intelligent model of support vector machines and the MultiBoost ensemble for landslide susceptibility modeling

(2018) Binh Thai Pham et al.   Bulletin of Engineering Geology and the Environment

A novel method for asphalt pavement crack classification based on image processing and machine learning

(2018) Nhat-Duc Hoang et al.   ENGINEERING WITH COMPUTERS

Unified Approach to Pavement Crack and Sealed Crack Detection Using Preclassification Based on Transfer Learning

(2018) Kaige Zhang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Automatic Pixel-Level Pavement Crack Detection Using Information of Multi-Scale Neighborhoods

(2018) Dihao Ai et al.   IEEE Access

An Artificial Intelligence Method for Asphalt Pavement Pothole Detection Using Least Squares Support Vector Machine and Neural Network with Steerable Filter-Based Feature Extraction

(2018) Nhat-Duc Hoang   Advances in Civil Engineering

Optimizing the Prediction Accuracy of Friction Capacity of Driven Piles in Cohesive Soil Using a Novel Self-Tuning Least Squares Support Vector Machine

(2018) Doddy Prayogo et al.   Advances in Civil Engineering

Prediction of the Strength Properties of Carbon Fiber-Reinforced Lightweight Concrete Exposed to the High Temperature Using Artificial Neural Network and Support Vector Machine

(2018) Harun Tanyildizi   Advances in Civil Engineering

Automatic Pavement-Crack Detection and Segmentation Based on Steerable Matched Filtering and an Active Contour Model

(2017) Shuai Li et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Predicting Safety Risks in Deep Foundation Pits in Subway Infrastructure Projects: Support Vector Machine Approach

(2017) Ying Zhou et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Efficient pavement crack detection and classification

(2017) A. Cubero-Fernandez et al.   EURASIP Journal on Image and Video Processing

Hybrid Metaheuristic-Neural Assessment of the Adhesion in Existing Cement Composites

(2017) Łukasz Sadowski et al.   Coatings

Wavelet-morphology based detection of incipient linear cracks in asphalt pavements from RGB camera imagery and classification using circular Radon transform

(2016) Yashon O. Ouma et al.   ADVANCED ENGINEERING INFORMATICS

Image Based Techniques for Crack Detection, Classification and Quantification in Asphalt Pavement: A Review

(2016) H. Zakeri et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Predicting earthquake-induced soil liquefaction based on a hybridization of kernel Fisher discriminant analysis and a least squares support vector machine: a multi-dataset study

(2016) Nhat-Duc Hoang et al.   Bulletin of Engineering Geology and the Environment

Slope Collapse Prediction Using Bayesian Framework with K-Nearest Neighbor Density Estimation: Case Study in Taiwan

(2016) Min-Yuan Cheng et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Artificial neural network for modeling nitrate pollution of groundwater in marginal area of Zayandeh-rood River, Isfahan, Iran

(2016) Kaveh Ostad-Ali-Askari et al.   KSCE Journal of Civil Engineering

Spatial prediction of rainfall-induced landslides for the Lao Cai area (Vietnam) using a hybrid intelligent approach of least squares support vector machines inference model and artificial bee colony optimization

(2016) Dieu Tien Bui et al.   Landslides

Rotation forest fuzzy rule-based classifier ensemble for spatial prediction of landslides using GIS

(2016) Binh Thai Pham et al.   NATURAL HAZARDS

Training radial basis function networks using biogeography-based optimizer

(2016) Ibrahim Aljarah et al.   NEURAL COMPUTING & APPLICATIONS

Comparison of Supervised Classification Techniques for Vision-Based Pavement Crack Detection

(2016) Soroush Mokhtari et al.   TRANSPORTATION RESEARCH RECORD

Multiclass From Binary: Expanding One-Versus-All, One-Versus-One and ECOC-Based Approaches

(2013) Anderson Rocha et al.   IEEE Transactions on Neural Networks and Learning Systems

Adaptive Road Crack Detection System by Pavement Classification

(2011) Miguel Gavilán et al.   SENSORS

Beamlet Transform-Based Technique for Pavement Crack Detection and Classification

(2010) L. Ying et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Does median filtering truly preserve edges better than linear filtering?

(2009) Ery Arias-Castro et al.   ANNALS OF STATISTICS

Evaluating Pavement Cracks with Bidimensional Empirical Mode Decomposition

(2008) Albert Ayenu-Prah et al.   EURASIP Journal on Advances in Signal Processing