Table of Contents

• Automatic Visual Analysis of Real-World Events Covered By Social Media Using Convolutional Neural NetworksHenning Hamer, Andreas Merentitis, Nikolaos Frangiadakis, Sergey Shukanov. 1-6 [doi]
• Event Detection from Millions of Tweets Related to the Great East Japan Earthquake Using Feature Selection TechniqueTakako Hashimoto, Dave Shepard, Tetsuji Kuboyama, Kilho Shin. 7-12 [doi]
• Fast Community Discovery and Its Evolution Tracking in Time-Evolving Social NetworksYao Liu, Hong Gao, Xiaohui Kang, Qiao Liu, Ruijin Wang, Zhiguang Qin. 13-20 [doi]
• Correlation of Brand Mentions in Social Media and Web Searching Before and After Real Life Events: Phase Analysis of Social Media and Search Data for Super Bowl 2015 CommercialsPartha Mukherjee, Bernard J. Jansen. 21-26 [doi]
• Newsworthy Rumor Events: A Case Study of TwitterArmineh Nourbakhsh, Xiaomo Liu, Sameena Shah, Rui Fang, Mohammad Mahdi Ghassemi, Quanzhi Li. 27-32 [doi]
• Toponym Recognition in Social Media for Estimating the Location of EventsMeryem Sagcan, Pinar Karagoz. 33-39 [doi]
• Outlier Detection and Trend Detection: Two Sides of the Same CoinErich Schubert, Michael Weiler, Arthur Zimek. 40-46 [doi]
• A Human-Machine Collaborative System for Identifying Rumors on TwitterSoroush Vosoughi, Deb Roy. 47-50 [doi]
• Examining Botnet Behaviors for Propaganda Dissemination: A Case Study of ISIL's Beheading Videos-Based PropagandaSamer Al-khateeb, Nitin Agarwal. 51-57 [doi]
• Twitter Fingerprints as Active AuthenticatorsAlex Brown, Myriam Abramson. 58-63 [doi]
• Exploiting Class Bias for Discovery of Topical Experts in Social MediaIuliia Chepurna, Masoud Makrehchi. 64-71 [doi]
• Population Behavior Analysis of Chinese University Students via Digital Campus CardsShilin Fan, Ping Li, Ting Liu, Yan Chen. 72-77 [doi]
• Identifying Behavioral Characteristics in EGM Gambling Data Using Session ClusteringMaria Gabriella Mosquera, Vlado Keelj. 78-85 [doi]
• Generalized Learning of Neural Network Based Semantic Similarity Models and Its Application in Movie SearchXugang Ye, Zijie Qi, Xinying Song, Xiaodong He, Dan Massey. 86-93 [doi]
• Cross-Dataset Validation of Feature Sets in Musical Instrument ClassificationPatrick J. Donnelly, John W. Sheppard. 94-101 [doi]
• Fast Keypoint Reduction for Image Retrieval by Accelerated Diverse Density ComputationToshikazu Wada, Yuichi Mukai. 102-107 [doi]
• To Love or to Loathe: How is the World Reacting to China's Rise?Yu Wang, Jianbo Yuan, Jiebo Luo. 108-115 [doi]
• Robust Local Outlier DetectionHaizhou Du, Shengjie Zhao, Daqiang Zhang. 116-123 [doi]
• Understanding the Impact of Socio-Economic and Environmental Factors for Disease Outbreak in Developing CountriesZaheer Babar, Abdul Mannan, Faisal Kamiran, Asim Karim. 124-131 [doi]
• An Enumerative Biclustering Algorithm for DNA Microarray DataHaifa Ben Saber, Mourad Elloumi. 132-138 [doi]
• Human Activity Recognition: From Controlled Lab Experiments to Competitive Live EvaluationHristijan Gjoreski, Matjaz Gams, Mitja Lustrek. 139-145 [doi]
• Toward Comprehensive Attribution of Healthcare Cost ChangesDmitriy A. Katz-Rogozhnikov, Dennis Wei, Gigi Y. Yuen-Reed, Karthikeyan Natesan Ramamurthy, Aleksandra Mojsilovic. 146-155 [doi]
• Predicting Clinical Phenotype Using OTU-Based Metagenome RepresentationNathan Lapierre, Huzefa Rangwala. 156-163 [doi]
• Activity Recognition Using Wrist-Worn Sensors for Human Performance EvaluationMinh Nguyen, Liyue Fan, Cyrus Shahabi. 164-169 [doi]
• Identifying Medical Terms Related to Specific DiseasesMihir Shekhar, Veera Raghavendra Chikka, Lini T. Thomas, Sunil Mandhan, Kamalakar Karlapalem. 170-177 [doi]
• Hierarchical Prescription Pattern Analysis with Symptom LabelsSu-Jin Shin, Je-Yong Oh, Sungrae Park, Minki Kim, Il-Chul Moon. 178-187 [doi]
• Exploiting Social Media with Tensor Decomposition for PharmacovigilanceChristopher C. Yang, Haodong Yang. 188-195 [doi]
• Mining a Weighted Heterogeneous Network Extracted from Healthcare-Specific Social Media for Identifying Interactions between DrugsHaodong Yang, Christopher C. Yang. 196-203 [doi]
• Methodology for Large-Scale Entity Resolution without Pairwise MatchingCheng Chen, Daniel Pullen, Reed H. Petty, John R. Talburt. 204-210 [doi]
• Context-Aware Approximate String Matching for Large-Scale Real-Time Entity ResolutionPeter Christen, Ross W. Gayler. 211-217 [doi]
• Unsupervised Measuring of Entity Resolution ConsistencyJeffrey Fisher, Qing Wang. 218-221 [doi]
• Terra Populus: Integrated Data on Population and EnvironmentSteven Ruggles, Tracy A. Kugler, Catherine A. Fitch, David C. Van Riper. 222-231 [doi]
• Building a National Perinatal Data Base without the Use of Unique Personal IdentifiersRainer Schnell, Christian Borgs. 232-239 [doi]
• Multiresolution Mutual Information Method for Social Network Entity ResolutionCong Shi, Rong Duan. 240-247 [doi]
• Named Entity Disambiguation Leveraging Multi-aspect InformationQuanlong Zhang, Feng Li, Fang Wang, Zhoujun Li. 248-255 [doi]
• Temporal Models for Predicting Student Dropout in Massive Open Online CoursesMi Fei, Dit-Yan Yeung. 256-263 [doi]
• Identifying Students' Mechanistic Explanations in Textual Responses to Science Questions with Association Rule MiningYu Guo, Wanli Xing, Hee-Sun Lee. 264-268 [doi]
• Education, Learning and Information TheoryBryan Hooi, Hyun Ah Song, Evangelos E. Papalexakis, Rakesh Agrawal, Christos Faloutsos. 269-272 [doi]
• Including Content-Based Methods in Peer-Assessment of Open-Response QuestionsOscar Luaces, Jorge Díez, Amparo Alonso-Betanzos, Alicia Troncoso, Antonio Bahamonde. 273-279 [doi]
• Using and Improving Coding Guides for and by Automatic Coding of PISA Short Text ResponsesFabian Zehner, Frank Goldhammer, Christine Salzer. 280-287 [doi]
• Adversarial Feature SelectionKaran Kumar Budhraja, Tim Oates. 288-294 [doi]
• Exploiting User Feedback for Expert Finding in Community Question AnsweringXiang Cheng, Shuguang Zhu, Gang Chen, Sen Su. 295-302 [doi]
• J-Distance Discord: An Improved Time Series Discord Definition and Discovery MethodTian Huang, Yongxin Zhu, Yafei Wu, Weiwei Shi. 303-310 [doi]
• A Stochastic Game Theoretic Model for Expanding ATM ServicesRaja Rathnam Naidu Kanapaka, Raghu-Kisore Neelisetti. 311-318 [doi]
• Applying Data Mining Techniques to Direct Marketing: Challenges and SolutionsYing Li, Pavankumar Murali, Nan Shao, Anshul Sheopuri. 319-327 [doi]
• Why do Retailers End Price Promotions: A Study on Duration and Profit Effects of PromotionZhen Li, Katsutoshi Yada. 328-335 [doi]
• The Change of the Structure of Patient Satisfaction by Waiting Time, Length of Stay and Hospital Rebuilding in JapanMasumi Okuda, Akira Yasuda, Shusaku Tsumoto. 336-344 [doi]
• Identifying Employees for Re-skilling Using an Analytics-Based ApproachKarthikeyan Natesan Ramamurthy, Moninder Singh, Michael Davis, J. Alex Kevern, Uri Klein, Michael Peran. 345-354 [doi]
• Adslot Mining for Online Display AdsKazuki Taniguchi, Yuki Harada, Nguyen Tuan Duc. 355-364 [doi]
• Rule Mining Based on Nonmonotonic Rule Layers and Its Application to MedicineShusaku Tsumoto, Shoji Hirano. 365-372 [doi]
• Research Paper Recommendation Based on the Knowledge GapWeidong Zhao, Ran Wu, Weihui Dai, Yonghui Dai. 373-380 [doi]
• Emergence of Regularities in the Stochastic Behavior of HumanMarc Le Goc, Fabien Barthelot, Eric Pascual. 381-388 [doi]
• A Generic Energy Disaggregation Approach: What and When Electrical Appliances are UsedTengfei Liu, Xianghua Ding, Ning Gu. 389-397 [doi]
• Trajectory-Based Task Allocation for Reliable Mobile Crowd Sensing SystemsPetar Mrazovic, Mihhail Matskin, Nima Dokoohaki. 398-406 [doi]
• Estimating Taxi Demand-Supply Level Using Taxi Trajectory Data StreamDongxu Shao, Wei Wu, Shili Xiang, Yu Lu. 407-413 [doi]
• Valuating Queries for Data Trading in Modern CitiesRuiming Tang, Huayu Wu, Xiuqiang He, Stéphane Bressan. 414-421 [doi]
• Next Generation of Journey Planner in a Smart CityLiang Yu, Dongxu Shao, Huayu Wu. 422-429 [doi]
• Learning Optimization Friendly Comfort Model for HVAC Model Predictive ControlYuxun Zhou, Dan Li, Costas J. Spanos. 430-439 [doi]
• Affine and Regional Dynamic Time WarpingTsu-Wei Chen, Meena Abdelmaseeh, Daniel W. Stashuk. 440-448 [doi]
• Laplacian SVM Based Feature Selection Improves Medical Event Reports ClassificationSamah Jamal Fodeh, Andrea L. Benin, Perry L. Miller, Kyle Lee, Michele Koss, Cynthia Brandt. 449-454 [doi]
• Extensible Query Framework for Unstructured Medical Data - A Big Data ApproachSarmad Istephan, Mohammad-Reza Siadat. 455-462 [doi]
• Applying Association Rule Mining to Semantic Data in the Lung Image Database ConsortiumBrendan Kennedy, Miguel Carrazza, Alex Rasin, Jacob D. Furst, Daniela Stan Raicu. 463-471 [doi]
• A Content Analysis of Patient-Reported Medication Outcomes on Social MediaBoshu Ru, Kimberly Harris, Lixia Yao. 472-479 [doi]
• Improving Mortality Prediction in Cardiovascular Risk Patients by Balancing ClassesEmilio Soria-Olivas, José David Martín-Guerrero, Josep Redon, Maria Tellez-Plaza, Joan Vila-Francés. 480-484 [doi]
• Link Prediction in Large Networks by Comparing the Global View of Nodes in the NetworkMustafa Coskun, Mehmet Koyutürk. 485-492 [doi]
• StructMatrix: Large-Scale Visualization of Graphs by Means of Structure Detection and Dense MatricesHugo Gualdron, Robson Leonardo Ferreira Cordeiro, Jose F. Rodrigues. 493-500 [doi]
• Redundancy Reduction in Wireless Sensor Networks via Centrality MetricsDecebal Constantin Mocanu, Maria Torres Vega, Antonio Liotta. 501-507 [doi]
• Mining Unstable Communities from Network EnsemblesAhsanur Rahman, Steve Jan, Hyunju Kim, B. Aditya Prakash, T. M. Murali. 508-515 [doi]
• Detecting Anomalies in Time-Varying Networks Using Tensor DecompositionAnna Sapienza, André Panisson, Joseph Wu, Laetitia Gauvin, Ciro Cattuto. 516-523 [doi]
• Dispersion Based Similarity for Mining Similar Papers in Citation NetworkSaksham Singhal, Vikram Pudi. 524-531 [doi]
• Efficient and Time Scale-Invariant Detection of Correlated Activity in Communication NetworksBrian Thompson, James Abello. 532-539 [doi]
• Email Engagement Segmentation Using Bipartite Graph Co-clusteringKetong Wang, Aaron Beach. 540-546 [doi]
• Finding Hierarchical Communities in Complex Networks Using Influence-Guided Label PropagationWenjun Wang, W. Nick Street. 547-556 [doi]
• A Study of Feature Selection of Magnetogram Complexity Features in an Imbalanced Solar Flare Prediction Data-SetAmani Al-Ghraibah, Laura E. Boucheron, R. T. James McAteer. 557-564 [doi]
• FPGA-Accelerated Hadoop Cluster for Deep Learning ComputationsAbdulrahman Alhamali, Nibal Salha, Raghid Morcel, Mazen Ezzeddine, Omar Hamdan, Haitham Akkary, Hazem M. Hajj. 565-574 [doi]
• Spatiotemporal Frequent Pattern Mining on Solar Data: Current Algorithms and Future DirectionsBerkay Aydin, Rafal A. Angryk. 575-581 [doi]
• Unsupervised Learning Techniques for Detection of Regions of Interest in Solar ImagesJuan M. Banda, Rafal A. Angryk. 582-588 [doi]
• Citation Prediction Using Diverse FeaturesHarish S. Bhat, Li-Hsuan Huang, Sebastian Rodriguez, Rick Dale, Evan Heit. 589-596 [doi]
• Mining Massive Vector Data on Single Instruction Multiple Data MicroarchitecturesChristian Böhm, Claudia Plant. 597-606 [doi]
• Stream Clustering: Efficient Kernel-Based Approximation Using Importance SamplingRadha Chitta, Rong Jin, Anil K. Jain. 607-614 [doi]
• Order Selection of Autoregressive Processes Using Bridge CriterionJie Ding, Mohammad Noshad, Vahid Tarokh. 615-622 [doi]
• LeSiNN: Detecting Anomalies by Identifying Least Similar Nearest NeighboursGuansong Pang, Kai Ming Ting, David Albrecht. 623-630 [doi]
• A Deep Embedding Model for Co-occurrence LearningYelong Shen, Ruoming Jin, Jianshu Chen, Xiaodong He, Jianfeng Gao, Li Deng. 631-638 [doi]
• Positive-Unlabeled Learning in the Face of Labeling BiasNoah Youngs, Dennis Shasha, Richard Bonneau. 639-645 [doi]
• Visual Opinion Analysis of Threaded DiscussionsYang Chen. 646-651 [doi]
• Block-Organized Topology Visualization for Visual Exploration of Signed NetworksXianlin Hu, Leting Wu, Aidong Lu, Xintao Wu. 652-659 [doi]
• Fun in the Philippines: Automatic Identification and Sentiment Analysis of Tourism-Related TweetsJulia Camille L. Menchavez, Kurt Junshean P. Espinosa. 660-667 [doi]
• Multi-sensor Visual Analytics Supported by Machine-Learning ModelsGeetika Sharma, Gautam Shroff, Aditeya Pandey, Brijendra Singh, Gunjan Sehgal, Kaushal Paneri, Puneet Agarwal. 668-674 [doi]
• OLAP Visual Analytics on Large Software Call Graphs with Hierarchical ChordMapLe Wang, Jiangtao Gong, Lei Shi. 675-679 [doi]
• The Role of Context in Abductive Reasoning and Context Retrieval from Clauses - Towards IMDJAkinori Abe. 680-686 [doi]
• Proposal of LDA-Based Sentiment Visualization of Hotel ReviewsYu-Sheng Chen, Lieu-Hen Chen, Yasufumi Takama. 687-693 [doi]
• Extraction of Preference of Recipe Providers and Users on Recipe-Sharing WebsitesMamoru Emoto. 694-697 [doi]
• Estimating Contextual Relationships of Stakeholders in Scenarios Using DBpediaTeruaki Hayashi. 698-705 [doi]
• Auctioning Data for LearningIordanis Koutsopoulos, Aristides Gionis, Maria Halkidi. 706-713 [doi]
• Extended Goal Graph: A Support Tool for Discovering Conflicts among Stakeholders and Promoting Requirements Elicitation with Goal OrientationNoriyuki Kushiro, Takuro Shimizu. 714-721 [doi]
• Shikake Data Market for Collaborative Shikake CreationNaohiro Matsumura, Hideaki Takeda. 722-727 [doi]
• Knowledge-Based Circulation Growth Model: Applying a Data Marketplace to Concept DesignJun Nakamura, Masahiko Teramoto. 728-733 [doi]
• Tangled String Diverted for Evaluating Stock Risks: A by Product of Innovators Marketplace on Data JacketsYukio Ohsawa. 734-741 [doi]
• Application of Applied KOTO-FRAME to the Five-Story Pagoda Aseismatic MechanismMasahiko Teramoto, Jun Nakamura. 742-748 [doi]
• Data Jacket Retrieval Based on Explicit Semantic AnalysisQuexuan Zhang. 749-752 [doi]
• Scattering Decomposition for Massive Signal Classification: From Theory to Fast Algorithm and Implementation with Validation on International Bioacoustic BenchmarkRandall Balestriero, Hervé Glotin. 753-761 [doi]
• Compact Features for Birdcall Retrieval from Environmental Acoustic RecordingsXueyan Dong, Michael W. Towsey, Jinglan Zhang, Paul Roe. 762-767 [doi]
• Data Mining Sound Archives: A New Scalable Algorithm for Parallel-Distributing ProcessingPeter J. Dugan, Holger Klinck, John A. Zollweg, Christopher W. Clark. 768-772 [doi]
• JMesh - A Scalable Web-Based Platform for Visualization and Mining of Passive Acoustic DataXavier Mouy, Pierre-Alain Mouy, David Hannay, Tom Dakin. 773-779 [doi]
• Sparse Coding for Efficient Bioacoustic Data Mining: Preliminary Application to Analysis of Whale SongsJoseph Razik, Hervé Glotin, Maia Hoeberechts, Yann Doh, Sébastien Paris. 780-787 [doi]
• The Navigation and Visualisation of Environmental Audio Using Zooming SpectrogramsMichael W. Towsey, Anthony M. Truskinger, Paul Roe. 788-797 [doi]
• Computer-Assisted Sampling of Acoustic Data for More Efficient Determination of Bird Species RichnessLiang Zhang, Michael W. Towsey, Jinglan Zhang, Paul Roe. 798-805 [doi]
• Large Data Clustering Using Quadratic Programming: A Comprehensive Quantitative AnalysisAlireza Chakeri, Lawrence O. Hall. 806-813 [doi]
• Paradigmatic Clustering for NLPJulio Santisteban, Javier Tejada-Cárcamo. 814-820 [doi]
• A Dirichlet Energy Criterion for Graph-Based Image SegmentationDominique Zosso, Braxton Osting, Stanley J. Osher. 821-830 [doi]
• Finding Subspace Clusters Using Ranked NeighborhoodsEmin Aksehirli, Siegfried Nijssen, Matthijs van Leeuwen, Bart Goethals. 831-838 [doi]
• PaMPa-HD: A Parallel MapReduce-Based Frequent Pattern Miner for High-Dimensional DataDaniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Pietro Michiardi, Fabio Pulvirenti. 839-846 [doi]
• HARAM: A Hierarchical ARAM Neural Network for Large-Scale Text ClassificationFernando Benites, Elena P. Sapozhnikova. 847-854 [doi]
• New Quality Indexes for Optimal Clustering Model Identification with High Dimensional DataJean-Charles Lamirel, Pascal Cuxac. 855-862 [doi]
• Pruned Simple Model Sets for Fast Exact Recovery of ImageBasarab Matei, Younès Bennani. 863-870 [doi]
• Fast LMNN Algorithm through Random SamplingKaiyuan Wu, Zhiming Zheng. 871-876 [doi]
• Temporal Topic Inference for Trend PredictionSomayyeh Aghababaei, Masoud Makrehchi. 877-884 [doi]
• Topic Detection Based on User IntentionLu Deng, Yong Quan, Jing Xu, Jiuming Huang, Bin Zhou. 885-891 [doi]
• Ranking-Based Multi-source Rating Aggregation with Social ContextsLei Li, Qin Liang, Guanfeng Liu. 892-899 [doi]
• Dynamic Community Detection Algorithm Based on Incremental IdentificationXiaoming Li, Bin Wu, Qian Guo, Xuelin Zeng, Chuan Shi. 900-907 [doi]
• Analyzing the Transferability of Collective Inference Models Across NetworksRansen Niu, Sebastián Moreno, Jennifer Neville. 908-916 [doi]
• Discovering Functional Communities in Social MediaBrian Thompson, Linda Ness, David Shallcross, Devasis Bassu. 917-924 [doi]
• Joint Recovery and Representation Learning for Robust Correlation Estimation Based on Partially Observed DataShupeng Wang, Xiaoyu Zhang, Xiao-chun Yun, Guangjun Wu. 925-931 [doi]
• Two Phase Based Spammer Detection in WeiboXinhu Zheng, Jiamiao Wang, Fei Jie, Lei Li. 932-939 [doi]
• Core Network Based Multi-label Classification in Large-Scale Social Network EnvironmentsZan Zhang, Hao Wang, Lei Li, Guanfeng Liu. 940-947 [doi]
• Comparing SVD and SDAE for Analysis of Islamist Forum PostingsN. Alsadhan, David B. Skillicorn. 948-953 [doi]
• Detecting Multipliers of Jihadism on TwitterLisa Kaati, Enghin Omer, Nico Prucha, Amendra Shrestha. 954-960 [doi]
• Text Classification Models for Web Content Filtering and Online SafetyShuhua Liu, Thomas Forss. 961-968 [doi]
• Identifying Key-Players in Online Activist Groups on the Facebook Social NetworkMariam Nouh, Jason R. C. Nurse. 969-978 [doi]
• Sentiment-Based Identification of Radical Authors (SIRA)Ryan Scrivens, Garth Davies, Richard Frank, Joseph Mei. 979-986 [doi]
• A Hybrid Learning from Multi-behavior for Malicious Domain Detection on Enterprise NetworkLiang Shi, Derek Lin, Chunsheng Victor Fang, Yan Zhai. 987-996 [doi]
• A Decision Support System for Crowd Control Using Agent-Based Modeling and SimulationAndrew J. Park, Herbert H. Tsang, Shawn Buckley, Hector C. Alzate Ramirez, Valerie Spicer. 997-1000 [doi]
• Defending Suspected Users by Exploiting Specific Distance Metric in Collaborative Filtering Recommender SystemsZhihai Yang, Zhongmin Cai. 1001-1006 [doi]
• Signed Directed Social Network Analysis Applied to Group ConflictQ. Zheng, David B. Skillicorn, O. Walther. 1007-1014 [doi]
• Constructing Topic Hierarchies from Social Media DataYuhao Zhang, Wenji Mao, Daniel Dajun Zeng. 1015-1018 [doi]
• Mining Spatial-Temporal Semantic Trajectory Patterns from Raw TrajectoriesChien-Cheng Chen, Chia-Hsiang Kuo, Wen-Chih Peng. 1019-1024 [doi]
• How to Find Appropriate Automobile Exhibition Halls: Towards a Personalized Recommendation Service for Auto ShowDanhuai Guo, Yingqiu Zhu, Wei Xu, Yong Ge, Yuanchun Zhou, Jianhui Li. 1025-1030 [doi]
• A Method of Purchase Prediction Based on User Behavior LogDancheng Li, Guangming Zhao, Zhi Wang, Wenjia Ma, Ying Liu. 1031-1039 [doi]
• Impulse-Response Model for Human Behaviors SequencesHouyi Li, Banghe Han, Ying Li, Junming Li. 1040-1047 [doi]
• Multi-Classes Feature Engineering with Sliding Window for Purchase Prediction in Mobile CommerceQiang Li, Maojie Gu, Keren Zhou, Xiaoming Sun. 1048-1054 [doi]
• Deep Convolutional Neural Network and Multi-view Stacking Ensemble in Ali Mobile Recommendation Algorithm Competition: The Solution to the Winning of Ali Mobile Recommendation AlgorithmXiang Li, Suchi Qian, Furong Peng, Jian Yang, Xiaolin Hu, Rui Xia. 1055-1062 [doi]
• Lifting the Predictability of Human Mobility on Activity TrajectoriesXianming Li, Defu Lian, Xing Xie, Guangzhong Sun. 1063-1069 [doi]
• The Hierarchical Model to Ali Mobile Recommendation CompetitionSuchi Qian, Furong Peng, Xiang Li, Jianfeng Lu. 1070-1077 [doi]
• Investigation of Simulated Annealing Cooling Schedule for Mobile RecommendationsZeyang Ye, Keli Xiao, Yuefan Deng. 1078-1084 [doi]
• Purchase Behavior Prediction in M-Commerce with an Optimized Sampling MethodsZhihao Yi, Danning Wang, Kai Hu, Qiang Li. 1085-1092 [doi]
• Profit Maximization Analysis Based on Data Mining and the Exponential Retention Model Assumption with Respect to Customer Churn ProblemsZhaojing Zhang, Regina Wang, Weihong Zheng, Shizhan Lan, Dong Liang, Hao Jin. 1093-1097 [doi]
• Observing Behaviors of Information Diffusion Models for Diverse Topics of Posts on VKAisylu Khairullina, Jooyoung Lee, Gwan Jang, Sung-Hyon Myaeng. 1098-1102 [doi]
• Principal Component Analysis and Clustering Based Indoor LocalizaionDong Liang, Jingkang Yang, Rui Xuan, Zhaojing Zhang, Zhifang Yang, Kexin Shi. 1103-1108 [doi]
• Trip Fare Estimation Study from Taxi Routing Behaviors and Localizing TracesCe Liu, Qiang Qu. 1109-1116 [doi]
• Beyond Sights: Large Scale Study of Tourists' Behavior Using Foursquare DataAna Paula Gomes Ferreira, Thiago Henrique Silva, Antonio Alfredo Ferreira Loureiro. 1117-1124 [doi]
• Hospitality Exchange Services as a Source of Spatial and Social Data?Rustam Tagiew, Dmitry I. Ignatov, Radhakrishnan DelhiBabu. 1125-1130 [doi]
• Location Prediction via Social Contents and Behaviors: Location-Aware Behavioral LDAAnna Tigunova, Jooyoung Lee, Sadegh Nobari. 1131-1135 [doi]
• Automatic City Region Analysis for Urban RoutingKai Zhao, Mohan Prasath Chinnasamy, Sasu Tarkoma. 1136-1142 [doi]
• Similarity Learning for Product Recommendation and Scoring Using Multi-channel DataIftikhar Ahamath Burhanuddin, Payal Bajaj, Sumit Shekhar, Dipayan Mukherjee, Ashish Raj, Aravind Sankar. 1143-1152 [doi]
• Optimized Swarm Search-Based Feature Selection for Text Mining in Sentiment AnalysisSimon Fong, Elisa Gao, Raymond K. Wong. 1153-1162 [doi]
• Locality Sensitive Proximal Classifier with Consistency for Small Sample Size ProblemYuan-Hai Shao, Zhen Wang, Chun-Na Li, Nai-Yang Deng. 1163-1170 [doi]
• Alternating Direction Method of Multipliers for Nonparallel Support Vector MachinesXin Shen, Lingfeng Niu, Yingjie Tian, Yong Shi. 1171-1176 [doi]
• Large-Scale Linear Support Vector Ordinal Regression SolverYong Shi, Huadong Wang, Lingfeng Niu. 1177-1184 [doi]
• Pedestrian Detection Using Privileged InformationZhiquan Qi, Yingjie Tian, Lingfeng Niu, Fan Meng, Limeng Cui, Yong Shi. 1185-1188 [doi]
• Matrix Factorization with Column L0-Norm Constraint for Robust Multi-subspace AnalysisBinghui Wang, Risheng Liu, Chuang Lin, Xin Fan. 1189-1195 [doi]
• Adapting New Categories for Food Recognition with Deep RepresentationShuang Ao, Charles X. Ling. 1196-1203 [doi]
• CroRank: Cross Domain Personalized Transfer Ranking for Collaborative FilteringYunhui Guo, Xin Wang, Congfu Xu. 1204-1212 [doi]
• Incremental Discriminant Learning for Heterogeneous Domain AdaptationPeng Han, Xinxiao Wu. 1213-1220 [doi]
• Finding Event Videos via Image Search EngineHan Wang, Xinxiao Wu. 1221-1228 [doi]
• Learning Semantic Similarity for Very Short TextsCedric De Boom, Steven Van Canneyt, Steven Bohez, Thomas Demeester, Bart Dhoedt. 1229-1234 [doi]
• Cross-Domain Recommendation via Tag Matrix TransferZhou Fang, Sheng Gao, Bo Li, Juncen Li, Jianxin Liao. 1235-1240 [doi]
• Music Mood Classification via Deep Belief NetworkJuncen Li, Sheng Gao, Ning Han, Zhou Fang, Jianxin Liao. 1241-1245 [doi]
• Matrix Plane Model: A Novel Measure of Word Co-occurrence and Application on Semantic RelatednessJi Qi, Yukio Ohsawa. 1246-1253 [doi]
• A Unified Framework for Painting ClassificationBabak Saleh, Ahmed M. Elgammal. 1254-1261 [doi]
• Mining Individual Mobile User Behavior on Location and InterestsJunjie Yan, Yuanyuan Qiao, Jie Yang, Sheng Gao. 1262-1269 [doi]
• Sentiment Polarity Classification Using Structural FeaturesDaniel Ansari. 1270-1273 [doi]
• OntoSeg: A Novel Approach to Text Segmentation Using Ontological SimilarityMostafa Bayomi, Killian Levacher, M. Rami Ghorab, Séamus Lawless. 1274-1283 [doi]
• Exploiting the Focus of the Document for Enhanced Entities' Sentiment Relevance DetectionZvi Ben-Ami, Ronen Feldman, Benjamin Rosenfeld. 1284-1293 [doi]
• Improving Out-of-Domain Sentiment Polarity Classification Using ArgumentationLucas Carstens, Francesca Toni. 1294-1301 [doi]
• Lexical Resource for Medical Events: A Polarity Based ApproachAnupam Mondal, Iti Chaturvedi, Dipankar Das, Rajiv Bajpai, Sivaji Bandyopadhyay. 1302-1309 [doi]
• Production Estimation for Shale Wells with Sentiment-Based Features from Geology ReportsBin Tong, Hiroaki Ozaki, Makoto Iwayama, Yoshiyuki Kobayashi, Sahu Anshuman, Vennelakanti Ravigopal. 1310-1317 [doi]
• An Ensemble Sentiment Classification System of Twitter Data for Airline Services AnalysisYun Wan, Qigang Gao. 1318-1325 [doi]
• Towards Domain-Independent Opinion Target ExtractionAleksander Wawer. 1326-1331 [doi]
• A Multiple Classifier System for Classifying Life Events on Social MediaPaulo Rodrigo Cavalin, Luis Gregorio Moyano, Pedro P. Miranda. 1332-1335 [doi]
• A Two-Stage Learning Method for Response PredictionKuan-Hsi Chen, Zih-Yun Ting, Jia-Ying Shen, Yuh-Jyh Hu, Tyne Liang. 1336-1341 [doi]
• Inferring User Interests on Social Media from Text and ImagesYagmur Gizem Cinar, Susana Zoghbi, Marie-Francine Moens. 1342-1347 [doi]
• Buzzer Detection and Sentiment Analysis for Predicting Presidential Election Results in a Twitter NationMochamad Ibrahim, Omar Abdillah, Alfan Farizki Wicaksono, Mirna Adriani. 1348-1353 [doi]
• OLLDA: A Supervised and Dynamic Topic Mining Framework in TwitterShatha Jaradat, Nima Dokoohaki, Mihhail Matskin. 1354-1359 [doi]
• Towards a Context-Aware Music Recommendation Approach: What is Hidden in the Playlist Name?Martin Pichl, Eva Zangerle, Günther Specht. 1360-1365 [doi]
• Towards Personalizing Classical Music RecommendationsMarkus Schedl. 1366-1367 [doi]
• A Novel Approach for Generating Personalized Mention List on Micro-Blogging SystemGe Zhou, Lu Yu, Chu-Xu Zhang, Chuang Liu, Zi-Ke Zhang, Jianlin Zhang. 1368-1374 [doi]
• Grandmaster: Interactive Text-Based Analytics of Social MediaNathan Fabian, Warren Davis, Elaine M. Raybourn, Kiran Lakkaraju, Jonathan Whetzel. 1375-1381 [doi]
• Home Location Inference from Sparse and Noisy Data: Models and ApplicationsTianran Hu, Jiebo Luo, Henry A. Kautz, Adam Sadilek. 1382-1387 [doi]
• Distributed Representations for Content-Based and Personalized Tag RecommendationSaurabh Kataria, Arvind Agarwal. 1388-1395 [doi]
• Optimizing the Popularity of Twitter Messages through User CategoriesRupert Lemahieu, Steven Van Canneyt, Cedric De Boom, Bart Dhoedt. 1396-1401 [doi]
• Towards Automatic Pharmacovigilance: Analysing Patient Reviews and Sentiment on Oncological DrugsArpit Mishra, Ankit Malviya, Sanchit Aggarwal. 1402-1409 [doi]
• Beyond Classification: Latent User Interests Profiling from Visual Contents AnalysisLongqi Yang, Cheng-Kang Hsieh, Deborah Estrin. 1410-1416 [doi]
• Classification of Temporal and Sequential Data Using Bag-of-Subsequences FeaturesShin Ando, Yutaro Suka. 1417-1424 [doi]
• Efficient Distance-Based Gestural Pattern Mining in Spatiotemporal 3D Motion Capture DatabasesChristian Beecks, Marwan Hassani, Florian Obeloer, Thomas Seidl 0001. 1425-1432 [doi]
• Unsupervised Spatial Data Mining for Smart HomesKevin Bouchard, Dany Fortin-Simard, Jeremy Lapalu, Sébastien Gaboury, Abdenour Bouzouane, Bruno Bouchard. 1433-1440 [doi]
• Learning the Number of Autoregressive Mixtures in Time Series Using the Gap StatisticsJie Ding, Mohammad Noshad, Vahid Tarokh. 1441-1446 [doi]
• Geographically Robust Hotspot Detection: A Summary of ResultsEmre Eftelioglu, Xun Tang, Shashi Shekhar. 1447-1456 [doi]
• Extraction of Highly Correlated Temporal Event Cluster Recurrence from Spatiotemporal DataRie Honda, Keita Mori. 1457-1461 [doi]
• Flood Prediction and Mining Influential Spatial Features on Future Flood with Causal DiscoveryPiraporn Jangyodsuk, Dong Jun Seo, Ramez Elmasri, Jean Gao. 1462-1469 [doi]
• Specialist Experts for Prediction with Side InformationYuri Kalnishkan, Dmitry Adamskiy, Alexey V. Chernov, Tim Scarfe. 1470-1477 [doi]
• Characterization and Classification of Vegetation Canopy Structure and Distribution within the Great Smoky Mountains National Park Using LiDARJitendra Kumar, Jon Weiner, William W. Hargrove, Steven P. Norman, Forrest M. Hoffman, Doug Newcomb. 1478-1485 [doi]
• Accurate Classification of Biological Data Using EnsemblesManju Bhardwaj, Debasis Dash, Vasudha Bhatnagar. 1486-1493 [doi]
• Latent Graph Inference and ValidationIvan Brugere. 1494-1495 [doi]
• Prediction of Long-Lead Heavy Precipitation Events Aided by Machine LearningYahui Di. 1496-1497 [doi]
• Selecting Machine Learning Algorithms Using Regression ModelsTri Doan, Jugal Kalita. 1498-1505 [doi]
• Modeling of Geographic Dependencies for Real Estate Ranking on Site SelectionYanjie Fu, Hui Xiong. 1506-1513 [doi]
• Subspace Model Based Discriminative Instances Selection for Weakly Supervised Object DetectionQiaoying Huang, Xiaofeng Zhang, Kui Jia, Xishuang Han, Yunming Ye. 1514-1521 [doi]
• Learning Spatial Decision Trees for Land Cover MappingZhe Jiang. 1522-1529 [doi]
• Building Predictive Models for Noisy and Heterogeneous Data: An Application in Global Monitoring of Inland Water DynamicsAnuj Karpatne, Vipin Kumar. 1530-1531 [doi]
• Enhancing Network Security by Software Vulnerability Detection Using Social Media Analysis Extended AbstractDennis Kergl. 1532-1533 [doi]
• Clustering Evolving Batch System Jobs for Online Anomaly DetectionEileen Kuehn. 1534-1535 [doi]
• Online Change Detection Algorithm for Noisy Time-Series: An Application Tonear-Real Time Burned Area MappingXi C. Chen, Vipin Kumar, James H. Faghmous. 1536-1537 [doi]
• Secure Learning and Mining in Adversarial Environments [Extended Abstract]Bo Li. 1538-1539 [doi]
• Crowdsourcing Based API Search via Leveraging Twitter Lists InformationTingting Liang, Liang Chen, Haochao Ying, Zibin Zheng, Jian Wu. 1540-1547 [doi]
• Understanding Deep Networks with GradientsHenry Z. Lo, Wei Ding 0003. 1548-1555 [doi]
• Probabilistic Models for Fine-Grained Truth Discovery from Crowdsourced DataFenglong Ma, Jing Gao. 1556-1557 [doi]
• Revenue-Optimized Webpage RecommendationChong Wang, Achir Kalra, Cristian Borcea, Yi Chen. 1558-1559 [doi]
• Contrast Pattern Based Methods for Visualizing and Predicting Spatiotemporal EventsDawei Wang. 1560-1567 [doi]
• Enhancing Stock Price Prediction with a Hybrid Approach Based Extreme Learning MachineFeng Wang, YongQuan Zhang, Hang Xiao, Li Kuang, Yi Lai. 1568-1575 [doi]
• Deep Learning for Image Retrieval: What Works and What Doesn'tHuafeng Wang, Yehe Cai, Yanxiang Zhang, Haixia Pan, Weifeng Lv, Hao Han. 1576-1583 [doi]
• Sentiment Analysis for Social Media ImagesYilin Wang, Baoxin Li. 1584-1591 [doi]
• Reporting L Most Favorite Objects in Uncertain Databases with Probabilistic Reverse Top-k QueriesGuoqing Xiao, Kenli Li, Keqin Li. 1592-1599 [doi]
• Multi-source Information Trustworthiness AnalysisHouping Xiao, Jing Gao. 1600-1601 [doi]
• Context Suggestion: Solutions and ChallengesYong Zheng. 1602-1603 [doi]
• IntelligShop: Enabling Intelligent Shopping in Malls through Location-Based Augmented RealityAditi Adhikari, Vincent W. Zheng, Hong Cao, Miao Lin, Yuan Fang, Kevin Chen-Chuan Chang. 1604-1607 [doi]
• StreamDM: Advanced Data Mining in Spark StreamingAlbert Bifet, Silviu Maniu, Jianfeng Qian, Guangjian Tian, Cheng He, Wei Fan. 1608-1611 [doi]
• A Discovery System for Finding High-Value HomesYanjie Fu, Hui Xiong. 1612-1615 [doi]
• Large-Scale Unusual Time Series DetectionRob J. Hyndman, Earo Wang, Nikolay Laptev. 1616-1619 [doi]
• TeGViz: Distributed Tera-Scale Graph Generation and VisualizationByungSoo Jeon, Inah Jeon, U. Kang. 1620-1623 [doi]
• Near Real-Time Service Monitoring Using High-Dimensional Time SeriesShwetabh Khanduja, Vinod Nair, S. Sundararajan, Ameya Raul, Ajesh Babu Shaj, S. Sathiya Keerthi. 1624-1627 [doi]
• Trend-MC: A Melody Composer by Constructing from Frequent Trend-Based PatternsCheng Long, Raymond Chi-Wing Wong, Raymond Ka Wai Sze. 1628-1631 [doi]
• Social Answer: A System for Finding Appropriate Sites for Questions in Social MediaHarsh Dani, Fred Morstatter, Xia Hu, Zhen Yang, Huan Liu. 1632-1635 [doi]
• TextServer: Cloud-Based Multilingual Natural Language ProcessingLluís Padro, Jordi Turmo. 1636-1639 [doi]
• MERLIN - A Tool for Multi-party Privacy-Preserving Record LinkageThilina Ranbaduge, Dinusha Vatsalan, Peter Christen. 1640-1643 [doi]
• Automatically Generate a Flat Mining Table with DatacondaMichele Samorani. 1644-1647 [doi]
• Real-Time Crisis Mapping Using Language DistributionJustin Sampson, Fred Morstatter, Reza Zafarani, Huan Liu. 1648-1651 [doi]
• Influence Visualization of Scientific Paper through Flow-Based Citation Network SummarizationYue Su, Sibai Sun, Yuan Xuan, Lei Shi. 1652-1655 [doi]
• UP-Miner: A Utility Pattern Mining ToolboxVincent S. Tseng, Cheng-Wei Wu, Jun-Han Lin, Philippe Fournier-Viger. 1656-1659 [doi]
• Cross-Site Virtual Social Network ConstructionChenhao Xie, Deqing Yang, Jingrui He, Yanghua Xiao. 1660-1663 [doi]
• Discovering Anomalies and Root Causes in Applications via Relevant Fields AnalysisYuchen Zhao, Arjun Iyer, Ariel Smoliar. 1664-1667 [doi]
• CARSKit: A Java-Based Context-Aware Recommendation EngineYong Zheng, Bamshad Mobasher, Robin D. Burke. 1668-1671 [doi]
• Mining Predictive Redescriptions with TreesTetiana Zinchenko, Esther Galbrun, Pauli Miettinen. 1672-1675 [doi]
• Machine Learning Approach to Identify Users Across Their Digital DevicesThakur Raj Anand, Oleksii Renov. 1676-1680 [doi]
• Recovering Cross-Device Connections via Mining IP Footprints with Ensemble LearningXuezhi Cao, Weiyue Huang, Yong Yu. 1681-1686 [doi]
• Cross-Device Consumer IdentificationGirma Kejela, Chunming Rong. 1687-1689 [doi]
• Connecting Devices to Cookies via Filtering, Feature Engineering, and BoostingMichael Sungjun Kim, Jiwei Liu, Xiaozhou Wang, Wei Yang. 1690-1694 [doi]
• Multi-layer Classification: ICDM 2015 Drawbridge Cross-Device Connections CompetitionMark Landry, Sudalai Rajkumar S, Robert Chong. 1695-1698 [doi]
• Cross-Device Tracking: Matching Devices and CookiesRoberto Díaz-Morales. 1699-1704 [doi]
• AFFM: Auto Feature Engineering in Field-Aware Factorization Machines for Predictive AnalyticsLars Ropeid Selsaas, Bikash Agrawal, Chunming Rong, Tomasz Wiktorski. 1705-1709 [doi]
• Learning to Rank for Cross-Device IdentificationJeremy Walthers. 1710-1712 [doi]