Shapelet Selection based on a Genetic Algorithm for Remaining Useful Life Prediction with Supervised Learning

Editorial - Special Issue on “Application of Big Data Analysis and Advanced Analytics in Sustainable Production Process”

A Time-series Data Generation Method to Predict Remaining Useful Life

Multi-Objective Real-time Scheduling of Tasks in Cloud Manufacturing with Genetic Algorithms

Optimal Replenishment Decision for Retailer with Variable Demand for Deteriorating Products under Trade-Credit Policy

Development of Indicator of Data Sufficiency for Feature-based Early Time Series Classification with Applications of Bearing Fault Diagnosis

Dynamic Estimation Model for Collaboration Potential in Cloud Manufacturing based on Markov Random Fields

Improvement of Productivity through the Reduction of Unexpected Equipment Faults in Die Attach Equipment

Bayesian Network Model to Diagnose WMSDs with Working Characteristics

Efficient Genetic Algorithm for Feature Selection for Early Time Series Classification