Prediction model of rock mass class using classification and regression tree integrated AdaBoost algorithm based on TBM driving data

Quansheng Liu, Xinyu Wang, Xing Huang, +1

Tunnelling and Underground Space Technology

Prediction ModelEngineeringData ScienceCivil EngineeringAdaboost Algorithm +1

Strength of Stacking Technique of Ensemble Learning in Rockburst Prediction with Imbalanced Data: Comparison of Eight Single and Ensemble Models

Xin Yin, Quansheng Liu, Yucong Pan, +3

Natural Resources Research

EngineeringMachine LearningEnsemble MethodsData ScienceData Mining +14

The bearing capacity and failure mechanism of a vertically loaded strip footing placed on the top of slopes

Haizuo Zhou, Gang Zheng, Xin Yin, +2

Computers and Geotechnics

Geotechnical EngineeringLoaded Strip FootingEarthquake EngineeringEngineeringSlope Stability +11

Real-time prediction of rockburst intensity using an integrated CNN-Adam-BO algorithm based on microseismic data and its engineering application

Xin Yin, Quansheng Liu, Xing Huang, +1

Tunnelling and Underground Space Technology

Real-time PredictionImage AnalysisEngineeringSeismic WaveSeismology +11

Perception model of surrounding rock geological conditions based on TBM operational big data and combined unsupervised-supervised learning

Xin Yin, Quansheng Liu, Xing Huang, +1

Tunnelling and Underground Space Technology

Image AnalysisMachine LearningData ScienceRock Geological ConditionsPattern Recognition +8

An adhesive wear model of fractal surfaces in normal contact

Xin Yin, K. Komvopoulos

International Journal of Solids and Structures

Materials ScienceEngineeringWear TestingMechanicsContact Mechanic +8

Chaotic time series prediction of E-nose sensor drift in embedded phase space

Lei Zhang, Fengchun Tian, Shouqiong Liu, +3

Sensors and Actuators B Chemical

EngineeringSensor Signal ProcessingChaos TheoryHigh-dimensional ChaosSystems Engineering +6

A novel classifier ensemble for recognition of multiple indoor air contaminants by an electronic nose

Lijun Dang, Fengchun Tian, Lei Zhang, +4

Sensors and Actuators A Physical

Air SamplingEnvironmental MonitoringMachine LearningData ScienceData Mining +10

A real-time prediction method for tunnel boring machine cutter-head torque using bidirectional long short-term memory networks optimized by multi-algorithm

Xing Huang, Quan-tai Zhang, Quansheng Liu, +4

Journal of Rock Mechanics and Geotechnical Engineering

Temperature Modulated Gas Sensing E-Nose System for Low-Cost and Fast Detection

Xin Yin, Lei Zhang, Fengchun Tian, +1

IEEE Sensors Journal