Table of Contents

• Effective Monotone Knowledge Integration in Kernel Support Vector MachinesChristopher Bartley, Wei Liu 0006, Mark Reynolds. 3-18 [doi]
• Textual Cues for Online Depression in Community and Personal SettingsThin Nguyen, Svetha Venkatesh, Dinh Q. Phung. 19-34 [doi]
• Confidence-Weighted Bipartite RankingMajdi Khalid, Indrakshi Ray, Hamidreza Chitsaz. 35-49 [doi]
• Mining Distinguishing Customer Focus Sets for Online Shopping Decision SupportLu Liu, Lei Duan, Hao Yang, Jyrki Nummenmaa, Guozhu Dong, Pan Qin. 50-64 [doi]
• Community Detection in Networks with Less Significant Community StructureBa Dung Le, Hung Nguyen, Hong Shen. 65-80 [doi]
• Prediction-Based, Prioritized Market-Share Insight ExtractionRenato Keshet, Alina Maor, George Kour. 81-94 [doi]
• Interrelationships of Service OrchestrationsVictor W. Chu, Raymond K. Wong, Fang Chen, Chi-Hung Chi. 95-110 [doi]
• Outlier Detection on Mixed-Type Data: An Energy-Based ApproachKien Do, Truyen Tran, Dinh Q. Phung, Svetha Venkatesh. 111-125 [doi]
• Low-Rank Feature Reduction and Sample Selection for Multi-output RegressionShichao Zhang 0001, Lifeng Yang, Yonggang Li, Yan Luo, Xiaofeng Zhu. 126-141 [doi]
• Biologically Inspired Pattern Recognition for E-nose SensorsSanad Al-Maskari, Wenping Guo, Xiaoming Zhao. 142-155 [doi]
• Addressing Class Imbalance and Cost Sensitivity in Software Defect Prediction by Combining Domain Costs and Balancing CostsMichael J. Siers, Md Zahidul Islam. 156-171 [doi]
• Unsupervised Hypergraph Feature Selection with Low-Rank and Self-Representation ConstraintsWei He, Xiaofeng Zhu, Yonggang Li, Rongyao Hu, Yonghua Zhu, Shichao Zhang. 172-187 [doi]
• Improving Cytogenetic Search with GPUs Using Different String Matching SchemesChantana Chantrapornchai, Chidchanok Choksuchat. 188-202 [doi]
• CEIoT: A Framework for Interlinking Smart Things in the Internet of ThingsAli Shemshadi, Quan Z. Sheng, Yongrui Qin, Ali Alzubaidi. 203-218 [doi]
• Adopting Hybrid Descriptors to Recognise Leaf Images for Automatic Plant Specie IdentificationAli A. Al-kharaz, Xiaohui Tao, Ji Zhang, Raid Lafta. 219-233 [doi]
• Efficient Mining of Pan-Correlation Patterns from Time Course DataQian Liu, Jinyan Li, Limsoon Wong, Kotagiri Ramamohanarao. 234-249 [doi]
• Recognizing Daily Living Activity Using Embedded Sensors in Smartphones: A Data-Driven ApproachWenjie Ruan, Leon Chea, Quan Z. Sheng, Lina Yao. 250-265 [doi]
• Dynamic Reverse Furthest Neighbor Querying Algorithm of Moving ObjectsBohan Li, Chao Zhang, Weitong Chen, Yingbao Yang, Shaohong Feng, Qiqian Zhang, Weiwei Yuan, Dongjing Li. 266-279 [doi]
• Relative Neighborhood Graphs Uncover the Dynamics of Social Media EngagementNatalie Jane de Vries, Ahmed Shamsul Arefin, Luke Mathieson, Benjamin Lucas, Pablo Moscato. 283-297 [doi]
• An Ensemble Approach for Better Truth DiscoveryXiu Susie Fang, Quan Z. Sheng, Xianzhi Wang. 298-311 [doi]
• Single Classifier Selection for Ensemble LearningGuangtao Wang, Xiaomei Yang, Xiaoyan Zhu. 312-328 [doi]
• Community Detection in Dynamic Attributed GraphsGonzalo A. Bello, Steve Harenberg, Abhishek Agrawal, Nagiza F. Samatova. 329-344 [doi]
• Secure Computation of Skyline Query in MapReduceAsif Zaman, Md. Anisuzzaman Siddique, Annisa, Yasuhiko Morimoto. 345-360 [doi]
• Recommending Features of Mobile Applications for DeveloperHong Yu, Yahong Lian, Shuotao Yang, Linlin Tian, Xiaowei Zhao. 361-373 [doi]
• Adaptive Multi-objective Swarm Crossover Optimization for Imbalanced Data ClassificationJinyan Li, Simon Fong, Meng Yuan, Raymond K. Wong. 374-390 [doi]
• Causality-Guided Feature SelectionMandar S. Chaudhary, Doel L. Gonzalez II, Gonzalo A. Bello, Michael P. Angus, Dhara Desai, Steve Harenberg, P. Murali Doraiswamy, Fredrick H. M. Semazzi, Vipin Kumar, Nagiza F. Samatova. 391-405 [doi]
• Temporal Interaction Biased Community Detection in Social NetworksNoha Alduaiji, Jianxin Li, Amitava Datta, Xiaolu Lu, Wei Liu. 406-419 [doi]
• Extracting Key Challenges in Achieving Sobriety Through Shared Subspace LearningHaripriya Harikumar, Thin Nguyen, Santu Rana, Sunil Kumar Gupta, Ramachandra Kaimal, Svetha Venkatesh. 420-433 [doi]
• Unified Weighted Label Propagation Algorithm Using Connection FactorXin Wang, Songlei Jian, Kai Lu, Xiaoping Wang. 434-444 [doi]
• MetricRec: Metric Learning for Cold-Start RecommendationsFurong Peng, Xuan Lu, Jianfeng Lu, Richard Yi Da Xu, Cheng Luo, Chao Ma, Jingyu Yang. 445-458 [doi]
• Time Series Forecasting on Engineering Systems Using Recurrent Neural NetworksDongxu Shao, Tianyou Zhang, Kamal Mannar, Yue Han. 459-471 [doi]
• EDAHT: An Expertise Degree Analysis Model for Mass Comments in the E-Commerce SystemJiang Zhong, You Xiong, Weili Guo, Jingyi Xie. 472-480 [doi]
• A Scalable Document-Based Architecture for Text AnalysisCiprian-Octavian Truica, Jérôme Darmont, Julien Velcin. 481-494 [doi]
• DAPPFC: Density-Based Affinity Propagation for Parameter Free ClusteringHanning Yuan, Shuliang Wang, Yang Yu, Ming Zhong. 495-506 [doi]
• Effective Traffic Flow Forecasting Using Taxi and Weather DataXiujuan Xu, Benzhe Su, Xiaowei Zhao, Zhenzhen Xu, Quan Z. Sheng. 507-519 [doi]
• Understanding Behavioral Differences Between Short and Long-Term Drinking Abstainers from Social MediaHaripriya Harikumar, Thin Nguyen, Sunil Kumar Gupta, Santu Rana, Ramachandra Kaimal, Svetha Venkatesh. 520-533 [doi]
• Discovering Trip Hot Routes Using Large Scale Taxi Trajectory DataLinjiang Zheng, Qisen Feng, Weining Liu, Xin Zhao. 534-546 [doi]
• Discovering Spatially Contiguous Clusters in Multivariate Geostatistical Data Through Spectral ClusteringFrancky Fouedjio. 547-557 [doi]
• On Improving Random Forest for Hard-to-Classify RecordsMd. Nasim Adnan, Md Zahidul Islam. 558-566 [doi]
• Scholarly Output Graph: A Graphical Article-Level Metric Indicating the Impact of a Scholar's PublicationsYu Liu, Dan Lin, Jing Li, Shimin Shan. 567-579 [doi]
• Distributed Lazy Association Classification Algorithm Based on SparkXueming Li, Chaoyang Zhang, Guangwei Chen, Xiaoteng Sun, Qi Zhang, Haomin Yang. 580-590 [doi]
• Event Evolution Model Based on Random Walk Model with Hot Topic ExtractionChunzi Wu, Bin Wu, Bai Wang. 591-603 [doi]
• Knowledge-Guided Maximal Clique EnumerationSteve Harenberg, Ramona G. Seay, Gonzalo A. Bello, Rada Chirkova, P. Murali Doraiswamy, Nagiza F. Samatova. 604-618 [doi]
• Got a Complaint?- Keep Calm and Tweet It!Nitish Mittal, Swati Agarwal 0001, Ashish Sureka. 619-635 [doi]
• Query Classification by Leveraging Explicit Concept InformationFang Wang, Ze Yang, Zhoujun Li, Jianshe Zhou. 636-650 [doi]
• Stabilizing Linear Prediction Models Using AutoencoderShivapratap Gopakumar, Truyen Tran, Dinh Q. Phung, Svetha Venkatesh. 651-663 [doi]
• Mining Source Code Topics Through Topic Model and Words EmbeddingWei Emma Zhang, Quan Z. Sheng, Ermyas Abebe, Muhammad Ali Babar, Andi Zhou. 664-676 [doi]
• IPC Multi-label Classification Based on the Field Functionality of Patent DocumentsSora Lim, Yongjin Kwon. 677-691 [doi]
• Unsupervised Component-Wise EM Learning for Finite Mixtures of Skew t-distributionsSharon X. Lee, Geoffrey J. McLachlan. 692-699 [doi]
• Supervised Feature Selection by Robust Sparse Reduced-Rank RegressionRongyao Hu, Xiaofeng Zhu, Wei He, Jilian Zhang, Shichao Zhang. 700-713 [doi]
• PUEPro: A Computational Pipeline for Prediction of Urine Excretory ProteinsYan Wang, Wei Du, Yanchun Liang, Xin Chen, Chi Zhang, Wei Pang, Ying Xu. 714-725 [doi]
• Partitioning Clustering Based on Support Vector RankingQing Peng, Yan Wang, Ge Ou, Yuan Tian, Lan Huang, Wei Pang. 726-737 [doi]
• Global Recursive Based Node Importance EvaluationLu Zhao, Li Xiong 0002, Shan Xue. 738-750 [doi]
• Extreme User and Political Rumor Detection on TwitterCheng Chang, Yihong Zhang, Claudia Szabo, Quan Z. Sheng. 751-763 [doi]
• Deriving Public Sector Workforce Insights: A Case Study Using Australian Public Sector Employment ProfilesShameek Ghosh, Yi Zheng, Thorsten Lammers, Ying-Ying Chen, Carolyn Fitzmaurice, Scott Johnston, Jinyan Li. 764-774 [doi]
• Real-Time Stream Mining Electric Power Consumption Data Using Hoeffding Tree with Shadow FeaturesSimon Fong, Meng Yuen, Raymond K. Wong, Wei Song, Kyungeun Cho. 775-787 [doi]
• Real-Time Investigation of Flight Delays Based on the Internet of Things DataAbdulwahab Aljubairy, Ali Shemshadi, Quan Z. Sheng. 788-800 [doi]
• IRS-HD: An Intelligent Personalized Recommender System for Heart Disease Patients in a Tele-Health EnvironmentRaid Lafta, Ji Zhang, Xiaohui Tao, Yan Li, Vincent S. Tseng. 803-806 [doi]
• Sentiment Analysis for Depression Detection on Social NetworksXiaohui Tao, Xujuan Zhou, Ji Zhang, Jianming Yong. 807-810 [doi]
• Traffic Flow Visualization Using Taxi GPS DataXiujuan Xu, Zhenzhen Xu, Xiaowei Zhao. 811-814 [doi]