Advanced Data Mining and Applications

Prediction-Based, Prioritized Market-Share Insight Extraction

Seiten 81-94

Keshet, Renato (et al.)

Interrelationships of Service Orchestrations

Seiten 95-110

Chu, Victor W. (et al.)

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

Seiten 111-125

Do, Kien (et al.)

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

Seiten 126-141

Zhang, Shichao (et al.)

Biologically Inspired Pattern Recognition for E-nose Sensors

Seiten 142-155

Al-Maskari, Sanad (et al.)

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

Seiten 156-171

Siers, Michael J. (et al.)

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

Seiten 172-187

He, Wei (et al.)

Improving Cytogenetic Search with GPUs Using Different String Matching Schemes

Seiten 188-202

Chantrapornchai, Chantana (et al.)

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

Seiten 203-218

Shemshadi, Ali (et al.)

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

Seiten 219-233

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

Efficient Mining of Pan-Correlation Patterns from Time Course Data

Seiten 234-249

Liu, Qian (et al.)

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

Seiten 250-265

Ruan, Wenjie (et al.)

Dynamic Reverse Furthest Neighbor Querying Algorithm of Moving Objects

Seiten 266-279

Li, Bohan (et al.)

Relative Neighborhood Graphs Uncover the Dynamics of Social Media Engagement

Seiten 283-297

Vries, Natalie Jane (et al.)

An Ensemble Approach for Better Truth Discovery

Seiten 298-311

Fang, Xiu Susie (et al.)

Single Classifier Selection for Ensemble Learning

Seiten 312-328

Wang, Guangtao (et al.)

Community Detection in Dynamic Attributed Graphs

Seiten 329-344

Bello, Gonzalo A. (et al.)

Secure Computation of Skyline Query in MapReduce

Seiten 345-360

Zaman, Asif (et al.)

Recommending Features of Mobile Applications for Developer

Seiten 361-373

Yu, Hong (et al.)

Adaptive Multi-objective Swarm Crossover Optimization for Imbalanced Data Classification

Seiten 374-390

Li, Jinyan (et al.)

Causality-Guided Feature Selection

Seiten 391-405

Chaudhary, Mandar S. (et al.)

Temporal Interaction Biased Community Detection in Social Networks

Seiten 406-419

Alduaiji, Noha (et al.)

Extracting Key Challenges in Achieving Sobriety Through Shared Subspace Learning

Seiten 420-433

Harikumar, Haripriya (et al.)

Unified Weighted Label Propagation Algorithm Using Connection Factor

Seiten 434-444

Wang, Xin (et al.)

MetricRec: Metric Learning for Cold-Start Recommendations

Seiten 445-458

Peng, Furong (et al.)

Time Series Forecasting on Engineering Systems Using Recurrent Neural Networks

Seiten 459-471

Shao, Dongxu (et al.)

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

Seiten 472-480

Zhong, Jiang (et al.)

A Scalable Document-Based Architecture for Text Analysis

Seiten 481-494

Truică, Ciprian-Octavian (et al.)

DAPPFC: Density-Based Affinity Propagation for Parameter Free Clustering

Seiten 495-506

Yuan, Hanning (et al.)

Effective Traffic Flow Forecasting Using Taxi and Weather Data

Seiten 507-519

Xu, Xiujuan (et al.)

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

Seiten 520-533

Harikumar, Haripriya (et al.)

Discovering Trip Hot Routes Using Large Scale Taxi Trajectory Data

Seiten 534-546

Zheng, Linjiang (et al.)

Discovering Spatially Contiguous Clusters in Multivariate Geostatistical Data Through Spectral Clustering

Seiten 547-557

Fouedjio, Francky

On Improving Random Forest for Hard-to-Classify Records

Seiten 558-566

Adnan, Md Nasim (et al.)

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

Seiten 567-579

Liu, Yu (et al.)

Distributed Lazy Association Classification Algorithm Based on Spark

Seiten 580-590

Li, Xueming (et al.)

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

Seiten 591-603

Wu, Chunzi (et al.)

Knowledge-Guided Maximal Clique Enumeration

Seiten 604-618

Harenberg, Steve (et al.)

Got a Complaint?- Keep Calm and Tweet It!

Seiten 619-635

Mittal, Nitish (et al.)

Query Classification by Leveraging Explicit Concept Information

Seiten 636-650

Wang, Fang (et al.)

Stabilizing Linear Prediction Models Using Autoencoder

Seiten 651-663

Gopakumar, Shivapratap (et al.)

Mining Source Code Topics Through Topic Model and Words Embedding

Seiten 664-676

Zhang, Wei Emma (et al.)

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

Seiten 677-691

Lim, Sora (et al.)

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

Seiten 692-699

Lee, Sharon X. (et al.)

Supervised Feature Selection by Robust Sparse Reduced-Rank Regression

Seiten 700-713

Hu, Rongyao (et al.)

PUEPro: A Computational Pipeline for Prediction of Urine Excretory Proteins

Seiten 714-725

Wang, Yan (et al.)

Partitioning Clustering Based on Support Vector Ranking

Seiten 726-737

Peng, Qing (et al.)

Global Recursive Based Node Importance Evaluation

Seiten 738-750

Zhao, Lu (et al.)

Extreme User and Political Rumor Detection on Twitter

Seiten 751-763

Chang, Cheng (et al.)

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

Seiten 764-774

Ghosh, Shameek (et al.)

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

Seiten 775-787

Fong, Simon (et al.)

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

Seiten 788-800

Aljubairy, Abdulwahab (et al.)

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

Seiten 803-806

Lafta, Raid (et al.)

Sentiment Analysis for Depression Detection on Social Networks

Seiten 807-810

Tao, Xiaohui (et al.)

Traffic Flow Visualization Using Taxi GPS Data

Seiten 811-814

Xu, Xiujuan (et al.)

Erratum to: Advanced Data Mining and Applications

Seiten E1-E1

Li, Jinyan (et al.)