Developing a heterogeneous ensemble learning framework to evaluate Alkali-silica reaction damage in concrete using acoustic emission signals

Detection of impact on aircraft composite structure using machine learning techniques

(2021) Li Ai et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Real-time railroad track components inspection based on the improved YOLOv4 framework

(2021) Feng Guo et al.   AUTOMATION IN CONSTRUCTION

Detection of ventricular fibrillation rhythm by using boosted support vector machine with an optimal variable combination

(2021) D. Panigrahy et al.   COMPUTERS & ELECTRICAL ENGINEERING

Source localization on large-scale canisters for used nuclear fuel storage using optimal number of acoustic emission sensors

(2021) Li Ai et al.   NUCLEAR ENGINEERING AND DESIGN

An adaptive localization method of simultaneous two acoustic emission sources based on energy filtering algorithm for coupled array signal

(2021) Junfei Tai et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Evaluation of ASR in concrete using acoustic emission and deep learning

(2021) Li Ai et al.   NUCLEAR ENGINEERING AND DESIGN

Acoustic emission wave classification for rail crack monitoring based on synchrosqueezed wavelet transform and multi-branch convolutional neural network

(2020) Dan Li et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Detection and Identification of Demagnetization and Bearing Faults in PMSM Using Transfer Learning-Based VGG

(2020) Zia Ullah et al.   Energies

Vibration signal denoising for structural health monitoring by residual convolutional neural networks

(2020) Gao Fan et al.   MEASUREMENT

Automatic railroad track components inspection using real‐time instance segmentation

(2020) Feng Guo et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Temporal Evaluation of ASR Cracking in Concrete Specimens Using Acoustic Emission

(2020) Vafa Soltangharaei et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

AdaBoost-CNN: An adaptive boosting algorithm for convolutional neural networks to classify multi-class imbalanced datasets using transfer learning

(2020) Aboozar Taherkhani et al.   NEUROCOMPUTING

An acoustic-homologous transfer learning approach for acoustic emission–based rail condition evaluation

(2020) Si-Xin Chen et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Hybrid electric buses fuel consumption prediction based on real-world driving data

(2020) Ruixiao Sun et al.   TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT

Crack detection and localization in a fluid pipeline based on acoustic emission signals

(2020) Thang Bui Quy et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Machine learning based anomaly detection and classification of acoustic emission events for wear monitoring in sliding bearing systems

(2020) F. König et al.   TRIBOLOGY INTERNATIONAL

An adaptive extraction method for rail crack acoustic emission signal under strong wheel-rail rolling noise of high-speed railway

(2020) Qiushi Hao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A generalizable deep learning framework for localizing and characterizing acoustic emission sources in riveted metallic panels

(2019) Arvin Ebrahimkhanlou et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Continuous expansion measurement in accelerated concrete prism testing for verifying ASR-expansion models

(2018) Wilma Wallau et al.   MATERIALS AND STRUCTURES

Remote Monitoring and Evaluation of Damage at a Decommissioned Nuclear Facility Using Acoustic Emission

(2018) Marwa Abdelrahman et al.   Applied Sciences-Basel

Damage Mechanism Evaluation of Large-Scale Concrete Structures Affected by Alkali-Silica Reaction Using Acoustic Emission

(2018) Vafa Soltangharaei et al.   Applied Sciences-Basel

The online performance estimation framework: heterogeneous ensemble learning for data streams

(2017) Jan N. van Rijn et al.   MACHINE LEARNING

Learning Pooling for Convolutional Neural Network

(2017) Manli Sun et al.   NEUROCOMPUTING

Rail crack monitoring based on Tsallis synchrosqueezed wavelet entropy of acoustic emission signals: A field study

(2017) Dan Li et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Acoustic emission source localization in thin metallic plates: A single-sensor approach based on multimodal edge reflections

(2017) A. Ebrahimkhanlou et al.   ULTRASONICS

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Alkali–silica reaction: Current understanding of the reaction mechanisms and the knowledge gaps

(2015) Farshad Rajabipour et al.   CEMENT AND CONCRETE RESEARCH

Feasibility and limitations of damage identification in composite materials using acoustic emission

(2015) Emmanuel Maillet et al.   COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING

Classification of alkali–silica reaction damage using acoustic emission: A proof-of-concept study

(2015) Marwa Abdelrahman et al.   CONSTRUCTION AND BUILDING MATERIALS

Machine learning: Trends, perspectives, and prospects

(2015) M. I. Jordan et al.   SCIENCE

Fracture mode identification in cementitious materials using supervised pattern recognition of acoustic emission features

(2014) Alireza Farhidzadeh et al.   CONSTRUCTION AND BUILDING MATERIALS

Generalized Morse Wavelets as a Superfamily of Analytic Wavelets

(2012) J. M. Lilly et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

The effect of supplementary cementing materials on alkali-silica reaction: A review

(2010) Michael Thomas   CEMENT AND CONCRETE RESEARCH

Higher-Order Properties of Analytic Wavelets

(2008) J.M. Lilly et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING