Online breakage detection of multitooth tools using classifier ensembles for imbalanced data

Avoiding neural network fine tuning by using ensemble learning: application to ball-end milling operations

(2011) Andres Bustillo et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Modelling of process parameters in laser polishing of steel components using ensembles of regression trees

(2011) Andrés Bustillo et al.   INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING

Class imbalance methods for translation initiation site recognition in DNA sequences

(2011) Nicolás García-Pedrajas et al.   KNOWLEDGE-BASED SYSTEMS

A Virtual Sensor for Online Fault Detection of Multitooth-Tools

(2011) Andres Bustillo et al.   SENSORS

Fuzzy model-based fault detection and diagnosis for a pilot heat exchanger

(2010) Hacene Habbi et al.   INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE

Recurrent ANN for monitoring degraded behaviours in a range of workpiece thicknesses

(2009) E. Portillo et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

RUSBoost: A Hybrid Approach to Alleviating Class Imbalance

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

Industrial application of a multitooth tool breakage detection system using spindle motor electrical power consumption

(2009) Aníbal Reñones et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Experimental analysis of change detection algorithms for multitooth machine tool fault detection

(2009) Aníbal Reñones et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Data Visualization, Data Reduction and Classifier Fusion for Intelligent Fault Diagnosis in Gas Turbine Engines

(2008) William Donat et al.   JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME

Classifier ensembles: Select real-world applications

(2007) Nikunj C. Oza et al.   Information Fusion