Advanced Data Mining and Applications: 12th International Conference, ADMA 2016, Gold Coast, QLD, Australia, December 12-15, 2016, Proceedings

Front Matter....Pages I-XVI
Front Matter....Pages 1-1
Effective Monotone Knowledge Integration in Kernel Support Vector Machines....Pages 3-18
Textual Cues for Online Depression in Community and Personal Settings....Pages 19-34
Confidence-Weighted Bipartite Ranking....Pages 35-49
Mining Distinguishing Customer Focus Sets for Online Shopping Decision Support....Pages 50-64
Community Detection in Networks with Less Significant Community Structure....Pages 65-80
Prediction-Based, Prioritized Market-Share Insight Extraction....Pages 81-94
Interrelationships of Service Orchestrations....Pages 95-110
Outlier Detection on Mixed-Type Data: An Energy-Based Approach....Pages 111-125
Low-Rank Feature Reduction and Sample Selection for Multi-output Regression....Pages 126-141
Biologically Inspired Pattern Recognition for E-nose Sensors....Pages 142-155
Addressing Class Imbalance and Cost Sensitivity in Software Defect Prediction by Combining Domain Costs and Balancing Costs....Pages 156-171
Unsupervised Hypergraph Feature Selection with Low-Rank and Self-Representation Constraints....Pages 172-187
Improving Cytogenetic Search with GPUs Using Different String Matching Schemes....Pages 188-202
CEIoT: A Framework for Interlinking Smart Things in the Internet of Things....Pages 203-218
Adopting Hybrid Descriptors to Recognise Leaf Images for Automatic Plant Specie Identification....Pages 219-233
Efficient Mining of Pan-Correlation Patterns from Time Course Data....Pages 234-249
Recognizing Daily Living Activity Using Embedded Sensors in Smartphones: A Data-Driven Approach....Pages 250-265
Dynamic Reverse Furthest Neighbor Querying Algorithm of Moving Objects....Pages 266-279
Front Matter....Pages 281-281
Relative Neighborhood Graphs Uncover the Dynamics of Social Media Engagement....Pages 283-297
An Ensemble Approach for Better Truth Discovery....Pages 298-311
Front Matter....Pages 281-281
Single Classifier Selection for Ensemble Learning....Pages 312-328
Community Detection in Dynamic Attributed Graphs....Pages 329-344
Recommending Features of Mobile Applications for Developer....Pages 345-360
Adaptive Multi-objective Swarm Crossover Optimization for Imbalanced Data Classification....Pages 361-373
Causality-Guided Feature Selection....Pages 374-390
Temporal Interaction Biased Community Detection in Social Networks....Pages 391-405
Extracting Key Challenges in Achieving Sobriety Through Shared Subspace Learning....Pages 406-419
Unified Weighted Label Propagation Algorithm Using Connection Factor....Pages 420-433
MetricRec: Metric Learning for Cold-Start Recommendations....Pages 434-444
Time Series Forecasting on Engineering Systems Using Recurrent Neural Networks....Pages 445-458
EDAHT: An Expertise Degree Analysis Model for Mass Comments in the E-Commerce System....Pages 459-471
A Scalable Document-Based Architecture for Text Analysis....Pages 472-480
DAPPFC: Density-Based Affinity Propagation for Parameter Free Clustering....Pages 481-494
Effective Traffic Flow Forecasting Using Taxi and Weather Data....Pages 495-506
Understanding Behavioral Differences Between Short and Long-Term Drinking Abstainers from Social Media....Pages 507-519
Discovering Trip Hot Routes Using Large Scale Taxi Trajectory Data....Pages 520-533
Discovering Spatially Contiguous Clusters in Multivariate Geostatistical Data Through Spectral Clustering....Pages 534-546
On Improving Random Forest for Hard-to-Classify Records....Pages 547-557
Scholarly Output Graph: A Graphical Article-Level Metric Indicating the Impact of a Scholar’s Publications....Pages 558-566
Front Matter....Pages 567-579
Distributed Lazy Association Classification Algorithm Based on Spark....Pages 281-281
Event Evolution Model Based on Random Walk Model with Hot Topic Extraction....Pages 580-590
Knowledge-Guided Maximal Clique Enumeration....Pages 591-603
Got a Complaint?- Keep Calm and Tweet It!....Pages 604-618
Query Classification by Leveraging Explicit Concept Information....Pages 619-635
Stabilizing Linear Prediction Models Using Autoencoder....Pages 636-650
Mining Source Code Topics Through Topic Model and Words Embedding....Pages 651-663
IPC Multi-label Classification Based on the Field Functionality of Patent Documents....Pages 664-676
Unsupervised Component-Wise EM Learning for Finite Mixtures of Skew t-distributions....Pages 677-691
Supervised Feature Selection by Robust Sparse Reduced-Rank Regression....Pages 692-699
PUEPro: A Computational Pipeline for Prediction of Urine Excretory Proteins....Pages 700-713
Partitioning Clustering Based on Support Vector Ranking....Pages 714-725
Global Recursive Based Node Importance Evaluation....Pages 726-737
Extreme User and Political Rumor Detection on Twitter....Pages 738-750
Deriving Public Sector Workforce Insights: A Case Study Using Australian Public Sector Employment Profiles....Pages 751-763
Real-Time Stream Mining Electric Power Consumption Data Using Hoeffding Tree with Shadow Features....Pages 764-774
Real-Time Investigation of Flight Delays Based on the Internet of Things Data....Pages 775-787
Front Matter....Pages 788-800
IRS-HD: An Intelligent Personalized Recommender System for Heart Disease Patients in a Tele-Health Environment....Pages 801-801
Sentiment Analysis for Depression Detection on Social Networks....Pages 803-806
Traffic Flow Visualization Using Taxi GPS Data....Pages 807-810
Back Matter....Pages 811-814
....Pages 815-817