Advanced Data Mining and Applications

Prediction-Based, Prioritized Market-Share Insight Extraction

Pages 81-94

Keshet, Renato (et al.)

Interrelationships of Service Orchestrations

Pages 95-110

Chu, Victor W. (et al.)

Outlier Detection on Mixed-Type Data: An Energy-Based Approach

Pages 111-125

Do, Kien (et al.)

Low-Rank Feature Reduction and Sample Selection for Multi-output Regression

Pages 126-141

Zhang, Shichao (et al.)

Biologically Inspired Pattern Recognition for E-nose Sensors

Pages 142-155

Al-Maskari, Sanad (et al.)

Addressing Class Imbalance and Cost Sensitivity in Software Defect Prediction by Combining Domain Costs and Balancing Costs

Pages 156-171

Siers, Michael J. (et al.)

Unsupervised Hypergraph Feature Selection with Low-Rank and Self-Representation Constraints

Pages 172-187

He, Wei (et al.)

Improving Cytogenetic Search with GPUs Using Different String Matching Schemes

Pages 188-202

Chantrapornchai, Chantana (et al.)

CEIoT: A Framework for Interlinking Smart Things in the Internet of Things

Pages 203-218

Shemshadi, Ali (et al.)

Adopting Hybrid Descriptors to Recognise Leaf Images for Automatic Plant Specie Identification

Pages 219-233

Al-kharaz, Ali A. (et al.)

Efficient Mining of Pan-Correlation Patterns from Time Course Data

Pages 234-249

Liu, Qian (et al.)

Recognizing Daily Living Activity Using Embedded Sensors in Smartphones: A Data-Driven Approach

Pages 250-265

Ruan, Wenjie (et al.)

Dynamic Reverse Furthest Neighbor Querying Algorithm of Moving Objects

Pages 266-279

Li, Bohan (et al.)

Relative Neighborhood Graphs Uncover the Dynamics of Social Media Engagement

Pages 283-297

Vries, Natalie Jane (et al.)

An Ensemble Approach for Better Truth Discovery

Pages 298-311

Fang, Xiu Susie (et al.)

Single Classifier Selection for Ensemble Learning

Pages 312-328

Wang, Guangtao (et al.)

Community Detection in Dynamic Attributed Graphs

Pages 329-344

Bello, Gonzalo A. (et al.)

Secure Computation of Skyline Query in MapReduce

Pages 345-360

Zaman, Asif (et al.)

Recommending Features of Mobile Applications for Developer

Pages 361-373

Yu, Hong (et al.)

Adaptive Multi-objective Swarm Crossover Optimization for Imbalanced Data Classification

Pages 374-390

Li, Jinyan (et al.)

Causality-Guided Feature Selection

Pages 391-405

Chaudhary, Mandar S. (et al.)

Temporal Interaction Biased Community Detection in Social Networks

Pages 406-419

Alduaiji, Noha (et al.)

Extracting Key Challenges in Achieving Sobriety Through Shared Subspace Learning

Pages 420-433

Harikumar, Haripriya (et al.)

Unified Weighted Label Propagation Algorithm Using Connection Factor

Pages 434-444

Wang, Xin (et al.)

MetricRec: Metric Learning for Cold-Start Recommendations

Pages 445-458

Peng, Furong (et al.)

Time Series Forecasting on Engineering Systems Using Recurrent Neural Networks

Pages 459-471

Shao, Dongxu (et al.)

EDAHT: An Expertise Degree Analysis Model for Mass Comments in the E-Commerce System

Pages 472-480

Zhong, Jiang (et al.)

A Scalable Document-Based Architecture for Text Analysis

Pages 481-494

Truică, Ciprian-Octavian (et al.)

DAPPFC: Density-Based Affinity Propagation for Parameter Free Clustering

Pages 495-506

Yuan, Hanning (et al.)

Effective Traffic Flow Forecasting Using Taxi and Weather Data

Pages 507-519

Xu, Xiujuan (et al.)

Understanding Behavioral Differences Between Short and Long-Term Drinking Abstainers from Social Media

Pages 520-533

Harikumar, Haripriya (et al.)

Discovering Trip Hot Routes Using Large Scale Taxi Trajectory Data

Pages 534-546

Zheng, Linjiang (et al.)

Discovering Spatially Contiguous Clusters in Multivariate Geostatistical Data Through Spectral Clustering

Pages 547-557

Fouedjio, Francky

On Improving Random Forest for Hard-to-Classify Records

Pages 558-566

Adnan, Md Nasim (et al.)

Scholarly Output Graph: A Graphical Article-Level Metric Indicating the Impact of a Scholar’s Publications

Pages 567-579

Liu, Yu (et al.)

Distributed Lazy Association Classification Algorithm Based on Spark

Pages 580-590

Li, Xueming (et al.)

Event Evolution Model Based on Random Walk Model with Hot Topic Extraction

Pages 591-603

Wu, Chunzi (et al.)

Knowledge-Guided Maximal Clique Enumeration

Pages 604-618

Harenberg, Steve (et al.)

Got a Complaint?- Keep Calm and Tweet It!

Pages 619-635

Mittal, Nitish (et al.)

Query Classification by Leveraging Explicit Concept Information

Pages 636-650

Wang, Fang (et al.)

Stabilizing Linear Prediction Models Using Autoencoder

Pages 651-663

Gopakumar, Shivapratap (et al.)

Mining Source Code Topics Through Topic Model and Words Embedding

Pages 664-676

Zhang, Wei Emma (et al.)

IPC Multi-label Classification Based on the Field Functionality of Patent Documents

Pages 677-691

Lim, Sora (et al.)

Unsupervised Component-Wise EM Learning for Finite Mixtures of Skew t-distributions

Pages 692-699

Lee, Sharon X. (et al.)

Supervised Feature Selection by Robust Sparse Reduced-Rank Regression

Pages 700-713

Hu, Rongyao (et al.)

PUEPro: A Computational Pipeline for Prediction of Urine Excretory Proteins

Pages 714-725

Wang, Yan (et al.)

Partitioning Clustering Based on Support Vector Ranking

Pages 726-737

Peng, Qing (et al.)

Global Recursive Based Node Importance Evaluation

Pages 738-750

Zhao, Lu (et al.)

Extreme User and Political Rumor Detection on Twitter

Pages 751-763

Chang, Cheng (et al.)

Deriving Public Sector Workforce Insights: A Case Study Using Australian Public Sector Employment Profiles

Pages 764-774

Ghosh, Shameek (et al.)

Real-Time Stream Mining Electric Power Consumption Data Using Hoeffding Tree with Shadow Features

Pages 775-787

Fong, Simon (et al.)

Real-Time Investigation of Flight Delays Based on the Internet of Things Data

Pages 788-800

Aljubairy, Abdulwahab (et al.)

IRS-HD: An Intelligent Personalized Recommender System for Heart Disease Patients in a Tele-Health Environment

Pages 803-806

Lafta, Raid (et al.)

Sentiment Analysis for Depression Detection on Social Networks

Pages 807-810

Tao, Xiaohui (et al.)

Traffic Flow Visualization Using Taxi GPS Data

Pages 811-814

Xu, Xiujuan (et al.)

Erratum to: Advanced Data Mining and Applications

Pages E1-E1

Li, Jinyan (et al.)