Advances in Data Mining. Applications and Theoretical Aspects

Chapter 1 Induction of Model Trees for Predicting BOD in River Water: A Data Mining Perspective

Chapter 2 Efficient Mining of High Average-Utility Itemsets with Multiple Minimum Thresholds

Chapter 3 Data Mining in Medicine: Relationship of Scoliotic Spine Curvature to the Movement Sequence of Lateral Bending Positions

Chapter 4 A Data Mining-Based Approach for Exploiting the Characteristics of University Lecturers

Chapter 5 Incremental Response Modeling Based on Segmentation Approach Using Uplift Decision Trees

Chapter 6 PHM: Mining Periodic High-Utility Itemsets

Chapter 7 Comparative Analysis of Levenberg-Marquardt and Bayesian Regularization Backpropagation Algorithms in Photovoltaic Power Estimation Using Artificial Neural Network

Chapter 8 Data Mining on Divers Alert Network DSL Database: Classification of Divers

Chapter 10 Innovations in News Media: Crisis Classification System

Chapter 11 Development of Issue Sets from Social Big Data: A Case Study of Green Energy and Low-Carbon

Chapter 12 Early Prediction of Extreme Rainfall Events: A Deep Learning Approach

Chapter 13 Identifying and Characterizing Truck Stops from GPS Data

Chapter 14 A Fuzzy Rule-Based Learning Algorithm for Customer Churn Prediction

Chapter 15 DDoS Attacks Detection in Cloud Computing Using Data Mining Techniques

Chapter 16 Coordinate Refinement on All Atoms of the Protein Backbone with Support Vector Regression

Chapter 17 The Computational Wine Wheel 2.0 and the TriMax Triclustering in Wineinformatics

Chapter 18 Understanding the Wine Judges and Evaluating the Consistency Through White-Box Classification Algorithms

Chapter 19 A Novel Sparsity Based Classification Framework to Exploit Clusters in Data

Chapter 20 Mining Event Sequences from Social Media for Election Prediction

Chapter 21 Multi-exponential Lifetime Extraction in Time-Logarithmic Scale

Chapter 22 Fuel Pipeline Thermal Conductivity in Automatic Wet Stock Reconciliation Systems

Chapter 23 A Novel Multivariate Mapping Method for Analyzing High-Dimensional Numerical Datasets

Chapter 24 Association Rule Hiding for Privacy Preserving Data Mining

Chapter 25 Extending Process Monitoring to Simultaneous False Alarm Rejection and Fault Identification (FARFI)

Chapter 26 Parallel and Distributed Data Mining in Cloud

Chapter 27 The WoMan Formalism for Expressing Process Models

Chapter 28 Duration-Aware Alignment of Process Traces

Chapter 29 A Matching Approach Based on Term Clusters for eRecruitment

Chapter 30 Splitting Algorithm for Detecting Structural Changes in Predictive Relationships

Chapter 31 Early Predictive System for Diabetes Mellitus Disease

Chapter 32 Data Quality Visualization for Preprocessing

Chapter 33 List Price Optimization Using Customized Decision Trees