Advances in Data Mining. Applications and Theoretical Aspects

Front Matter

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

• J. Alamelu Mangai, Bharat B. Gulyani

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

• Jerry Chun-Wei Lin, Ting Li, Philippe Fournier-Viger, Tzung-Pei Hong, Ja-Hwung Su

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

• Athena Jalalian, Francis E. H. Tay, Gabriel Liu

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

• Thuc-Doan Do, Thuy-Van T. Duong, Ngoc-Phien Nguyen

Incremental Response Modeling Based on Segmentation Approach Using Uplift Decision Trees

• Sankara Prasad Kondareddy, Shruti Agrawal, Shishir Shekhar

PHM: Mining Periodic High-Utility Itemsets

• Philippe Fournier-Viger, Jerry Chun-Wei Lin, Quang-Huy Duong, Thu-Lan Dam

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

• Kian Jazayeri, Moein Jazayeri, Sener Uysal

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

• Tamer Ozyigit, Cuneyt Yavuz, Massimo Pieri, S. Murat Egi, Bahar Egi, Corentin Altepe et al.

Multiple Health Phases Based Remaining Useful Lifetime Prediction on Bearings

• Junjie Chen, Xiaofeng Wang, Wenjing Zhou, Lei Zhang, Fei Liu

Innovations in News Media: Crisis Classification System

• David Kaczynski, Lisa Gandy, Gongzhu Hu

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

• Chun-Che Huang, Yu-Jie Fang, Shian-Hua Lin, Wen-Yau Liang, Shu-Rong Wu

Early Prediction of Extreme Rainfall Events: A Deep Learning Approach

• Sulagna Gope, Sudeshna Sarkar, Pabitra Mitra, Subimal Ghosh

Identifying and Characterizing Truck Stops from GPS Data

• Russel Aziz, Manav Kedia, Soham Dan, Sayantan Basu, Sudeshna Sarkar, Sudeshna Mitra et al.

A Fuzzy Rule-Based Learning Algorithm for Customer Churn Prediction

• Bingquan Huang, Ying Huang, Chongcheng Chen, M. -T. Kechadi

DDoS Attacks Detection in Cloud Computing Using Data Mining Techniques

• Konstantin Borisenko, Andrey Smirnov, Evgenia Novikova, Andrey Shorov

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

• Ding-Yao Huang, Chiou-Yi Hor, Chang-Biau Yang

The Computational Wine Wheel 2.0 and the TriMax Triclustering in Wineinformatics

• Bernard Chen, Christopher Rhodes, Alexander Yu, Valentin Velchev

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

• Bernard Chen, Hai Le, Christopher Rhodes, Dongsheng Che

A Novel Sparsity Based Classification Framework to Exploit Clusters in Data

• Sudarshan Babu