Big Data Analytics and Knowledge Discovery

Chapter 1 An Integration of TextGCN and Autoencoder into Aspect-Based Sentiment Analysis

Chapter 3 Text-Based Causal Inference on Irony and Sarcasm Detection

Chapter 4 Sarcastic RoBERTa: A RoBERTa-Based Deep Neural Network Detecting Sarcasm on Twitter

Chapter 5 A Fast NDFA-Based Approach to Approximate Pattern-Matching for Plagiarism Detection in Blockchain-Driven NFTs

Chapter 6 On Decisive Skyline Queries

Chapter 7 Safeness: Suffix Arrays Driven Materialized View Selection Framework for Large-Scale Workloads

Chapter 8 A Process Warehouse for Process Variants Analysis

Chapter 9 Unsupervised Features Ranking via Coalitional Game Theory for Categorical Data

Chapter 10 Multi-label Online Streaming Feature Selection Algorithms via Extending Alpha-Investing Strategy

Chapter 11 Feature Selection Under Fairness and Performance Constraints

Chapter 12 Interpretable Input-Output Hidden Markov Model-Based Deep Reinforcement Learning for the Predictive Maintenance of Turbofan Engines

Chapter 13 Pathology Data Prioritisation: A Study Using Multi-variate Time Series

Chapter 14 Outlier/Anomaly Detection of Univariate Time Series: A Dataset Collection and Benchmark

Chapter 15 Automatic Machine Learning-Based OLAP Measure Detection for Tabular Data

Chapter 16 Discovering Overlapping Communities Based on Cohesive Subgraph Models over Graph Data

Chapter 17 Discovery of Keys for Graphs

Chapter 18 OPTIMA: Framework Selecting Optimal Virtual Model to Query Large Heterogeneous Data

Chapter 19 Q-VIPER: Quantitative Vertical Bitwise Algorithm to Mine Frequent Patterns

Chapter 20 Enhanced Sliding Window-Based Periodic Pattern Mining from Dynamic Streams

Chapter 21 Explainable Recommendations for Wearable Sensor Data

Chapter 22 SLA-Aware Cloud Query Processing with Reinforcement Learning-Based Multi-objective Re-optimization

Chapter 23 Mahalanobis Distance Based K-Means Clustering

Chapter 24 Grapevine Phenology Prediction: A Comparison of Physical and Machine Learning Models