This book constitutes the thoroughly refereed proceedings of the 8th International Conference on Data Management Technologies and Applications, DATA 2019, held in Prague, Czech Republic, in July 2019. The 8 revised full papers were carefully reviewed and selected from 90 submissions. The papers deal with the following topics: decision support systems, data analytics, data and information quality, digital rights management, big data, knowledge management, ontology engineering, digital libraries, mobile databases, object-oriented database systems, and data integrity.
Explainable and Transferrable Text Categorization.- Dealing with Critical Issues in Emails: A Comparison of Approaches
for Sentiment Analysis.- Industry 4.0: Sensor Data Analysis using Machine Learning.- Scalable Architecture, Storage and Visualization Approaches for Time Series Analysis Systems .- Optimizing Steering of Roaming Traffic with A-number Billing under a Rolling Horizon Policy.- A Web-based Decision Support System for Quality Prediction in Manufacturing using Ensemble of Regressor Chains.- Farm Area Segmentation in Satellite Images using DeepLabv3+ Neural Networks.- About the Fairness of Database Performance Comparisons.
Explainable and Transferrable Text Categorization.- Dealing with Critical Issues in Emails: A Comparison of Approachesfor Sentiment Analysis.- Industry 4.0: Sensor Data Analysis using Machine Learning.- Scalable Architecture, Storage and Visualization Approaches for Time Series Analysis Systems .- Optimizing Steering of Roaming Traffic with A-number Billing under a Rolling Horizon Policy.- A Web-based Decision Support System for Quality Prediction in Manufacturing using Ensemble of Regressor Chains.- Farm Area Segmentation in Satellite Images using DeepLabv3+ Neural Networks.- About the Fairness of Database Performance Comparisons.
Inhaltsverzeichnis
Explainable and Transferrable Text Categorization.- Dealing with Critical Issues in Emails: A Comparison of Approachesfor Sentiment Analysis.- Industry 4.0: Sensor Data Analysis using Machine Learning.- Scalable Architecture, Storage and Visualization Approaches for Time Series Analysis Systems .- Optimizing Steering of Roaming Traffic with A-number Billing under a Rolling Horizon Policy.- A Web-based Decision Support System for Quality Prediction in Manufacturing using Ensemble of Regressor Chains.- Farm Area Segmentation in Satellite Images using DeepLabv3+ Neural Networks.- About the Fairness of Database Performance Comparisons.
Klappentext
This book constitutes the thoroughly refereed proceedings of the 8th International Conference on Data Management Technologies and Applications, DATA 2019, held in Prague, Czech Republic, in July 2019. The 8 revised full papers were carefully reviewed and selected from 90 submissions. The papers deal with the following topics: decision support systems, data analytics, data and information quality, digital rights management, big data, knowledge management, ontology engineering, digital libraries, mobile databases, object-oriented database systems, and data integrity.
