Abstract is missing.
- LSHDB: a parallel and distributed engine for record linkage and similarity searchDimitrios Karapiperis, Aris Gkoulalas-Divanis, Vassilios S. Verykios. [doi]
- Database Integrated Analytics Using R: Initial Experiences with SQL-Server + RJosep Lluis Berral, Nicolás Poggi. 1-7 [doi]
- Parallelized Frequent Item Set Mining Using a Tall and Skinny MatrixD. Pooja Janakiram. 8-13 [doi]
- A Probabilistic View of Neighborhood-Based Recommendation MethodsJun Wang, Qiang Tang. 14-20 [doi]
- Discovering Multi-type Correlated Events with Time Series for Exception Detection of Complex SystemsPeng Xun, Pei-Dong Zhu, Cun-Lu Li, Hao-Yang Zhu. 21-28 [doi]
- Detecting Performance Degradation of Software-Intensive Systems in the Presence of Trends and Long-Range DependenceAlexey Artemov, Evgeny Burnaev. 29-36 [doi]
- Scalable Online-Offline Stream Clustering in Apache SparkOmar Backhoff, Eirini Ntoutsi. 37-44 [doi]
- Distributed Mining and Modeling of Dynamic Lead-Lag Relations in Evolving EntitiesTian Guo, Jean-Paul Calbimonte, Karl Aberer. 45-52 [doi]
- Event Detection for Urban Dynamic Data StreamsSeptimiu Nechifor, Ioana Stefan, Marten Fischer, Dan Puiu. 53-60 [doi]
- Segmenting Sequences of Node-Labeled GraphsSorour E. Amiri, Liangzhe Chen, B. Aditya Prakash. 61-68 [doi]
- Inference of Partial Canonical Correlation Networks with Application to Stock Market Portfolio SelectionGregory Breard, Natallia Katenka. 69-76 [doi]
- Overlapping Community Detection by Local Decentralised Vertex-Centred ProcessMaël Canu, Marie-Jeanne Lesot, Adrien Revault d'Allonnes. 77-84 [doi]
- Query-Based Evolutionary Graph Cuboid Outlier DetectionAyushi Dalmia, Manish Gupta 0001, Vasudeva Varma. 85-92 [doi]
- Vertex Centric Asynchronous Belief Propagation Algorithm for Large-Scale GraphsGabriel P. Gimenes, Hugo Gualdron, Jose F. Rodrigues. 93-98 [doi]
- Text Network Exploration via Heterogeneous Web of TopicsJunxian He, Ying Huang, Changfeng Liu, Jiaming Shen, Yuting Jia, Xinbing Wang. 99-106 [doi]
- Classification of Normal and Pathological Brain Networks Based on Similarity in Graph PartitionsAnvar Kurmukov, Yulia Dodonova, Leonid Zhukov. 107-112 [doi]
- Finding Heaviest k-Subgraphs and Events in Social MediaMatthaios Letsios, Oana Denisa Balalau, Maximilien Danisch, Emmanuel Orsini, Mauro Sozio. 113-120 [doi]
- Knowledge Graph Constraints for Multi-label Graph ClassificationMartin Ringsquandl, Steffen Lamparter, Ingo Thon, Raffaello Lepratti, Peer Kröger. 121-127 [doi]
- Predicting User Roles in Social Networks Using Transfer Learning with Feature TransformationJun Sun, Jérôme Kunegis, Steffen Staab. 128-135 [doi]
- From Training to Match Performance: A Predictive and Explanatory Study on Novel Tracking DataJavier Fernández, Daniel Medina, Antonio Gómez, Marta Arias, Ricard Gavaldà. 136-143 [doi]
- Competition-Wide Evaluation of Individual and Team Movements in SoccerLászló Gyarmati, Mohamed Hefeeda. 144-151 [doi]
- Football Market Strategies: Think Locally, Trade GloballyGiulio Rossetti, Vincenzo Caproni. 152-159 [doi]
- Characterization of In-season Elite Football Trainings by GPS Features: The Identity Card of a Short-Term Football Training CycleAlessio Rossi, Enrico Perri, Athos Trecroci, Marco Savino, Giampietro Alberti, Marcello Fedon Iaia. 160-166 [doi]
- Towards Data-Driven Football Player AssessmentRade Stanojevic, László Gyarmati. 167-172 [doi]
- Stick Must Fall: Using Machine Learning to Predict Human Error in Virtual Balancing TaskIrina Zgonnikova, Arkady Zgonnikov, Shigeru Kanemoto. 173-177 [doi]
- Towards Information Profiling: Data Lake Content Metadata ManagementAyman Alserafi, Alberto Abelló, Oscar Romero 0001, Toon Calders. 178-185 [doi]
- Historical Data Integration a Study of WWI Canadian SoldiersLuiza Antonie, Harshavardhan Gadgil, Gary William Grewal, Kris Inwood. 186-193 [doi]
- Holistic Entity Clustering for Linked DataMarkus Nentwig, Anika Groß, Erhard Rahm. 194-201 [doi]
- Cluster-Based Sorted Neighborhood for Efficient Duplicate DetectionAhmad Samiei, Felix Naumann. 202-209 [doi]
- Integrated Analysis of Research Publications and Patents for Strategic Decision MakingNidhi Saraswat, Lipika Dey, Ishan Verma, Hemant Gupta. 210-217 [doi]
- Randomized Response and Balanced Bloom Filters for Privacy Preserving Record LinkageRainer Schnell, Christian Borgs. 218-224 [doi]
- A Probabilistic Address Parser Using Conditional Random Fields and Stochastic Regular GrammarMinlue Wang, Valeriia Haberland, Amos Yeo, Andrew O. Martin, John Howroyd, J. Mark Bishop. 225-232 [doi]
- Construction of a Semi-Naive Model to Predict Early Readmission of COPD Patients by Using Quality Care InformationPablo Bermejo, José A. Gámez, José Miguel Puerta, Marco A. Esquivias, Pedro J. Tárraga. 233-240 [doi]
- Medical Image Denoising Using Convolutional Denoising AutoencodersLovedeep Gondara. 241-246 [doi]
- Machine Learning for Modeling the Biomechanical Behavior of Human Soft TissueJosé David Martín-Guerrero, María J. Rupérez-Moreno, Francisco Martínez-Martínez, Delia Lorente-Garrido, Antonio J. Serrano-López, Carlos Monserrat, Sandra Martínez-Sanchis, Marcelino Martínez-Sober. 247-253 [doi]
- Applying Conditional Independence Maps to Improve Sepsis PrognosisCarles Morales, Vicent J. Ribas, Alfredo Vellido. 254-260 [doi]
- Ligand-Based Virtual Screening with Co-regularised Support Vector RegressionKatrin Ullrich, Michael Kamp, Thomas Gärtner, Martin Vogt, Stefan Wrobel. 261-268 [doi]
- Uncertainty Aware Clustering for Behaviour in Enterprise NetworksMaha Bakoben, Niall M. Adams, Anthony Bellotti. 269-272 [doi]
- One-Class SVM with Privileged Information and Its Application to Malware DetectionEvgeny Burnaev, Dmitry Smolyakov. 273-280 [doi]
- Adaptive Threshold Selection for Trust-Based Detection SystemsYounghun Chae, Natallia Katenka, Lisa Cingiser DiPippo. 281-287 [doi]
- The Time-Varying Dependency Patterns of NetFlow StatisticsAlexander J. Gibberd, Marina Evangelou, James D. B. Nelson. 288-294 [doi]
- Learning a Secure Classifier against Evasion AttackZeinab Khorshidpour, Sattar Hashemi, Ali Hamzeh. 295-302 [doi]
- Detection of Cyber-Physical Faults and Intrusions from Physical CorrelationsAndrey Y. Lokhov, Nathan Lemons, Thomas C. McAndrew, Aric A. Hagberg, Scott Backhaus. 303-310 [doi]
- Correlation-Based Streaming Anomaly Detection in Cyber-SecurityJordan Noble, Niall M. Adams. 311-318 [doi]
- Smart Phone User Behaviour Characterization Based on Autoencoders and Self Organizing MapsDeepthi Rajashekar, A. Nur Zincir-Heywood, Malcolm I. Heywood. 319-326 [doi]
- EdgeCentric: Anomaly Detection in Edge-Attributed NetworksNeil Shah, Alex Beutel, Bryan Hooi, Leman Akoglu, Stephan Günnemann, Disha Makhija, Mohit Kumar, Christos Faloutsos. 327-334 [doi]
- Authenticating Web User's Identity through Browsing Sequences ModelingPeihai Zhao, ChunGang Yan, Changjun Jiang. 335-342 [doi]
- Using Machine Learning to Accelerate Data WranglingShilpi Ahuja, Mary Roth, Rashmi Gangadharaiah, Peter M. Schwarz, Rafael Bastidas. 343-349 [doi]
- Mining the Dark Web: Drugs and Fake IdsAndres Baravalle, Mauro Sanchez Lopez, Sin Wee Lee. 350-356 [doi]
- Toward Representation Independent Analytics over Structured DataYodsawalai Chodpathumwan, Jose Picado, Arash Termehchy, Alan Fern, Yizhou Sun. 357-360 [doi]
- Mining Vessel Tracking Data for Maritime Domain ApplicationsAlfredo Alessandrini, Marlene Alvarez, Harm Greidanus, Vincenzo Gammieri, Virginia Fernandez Arguedas, Fabio Mazzarella, Carlos Santamaria, Mattia Stasolla, Dario Tarchi, Michele Vespe. 361-367 [doi]
- On the Interest of Data Mining for an Integrity Assessment of AIS MessagesClément Iphar, Aldo Napoli, Cyril Ray. 368-373 [doi]
- Scalable and Distributed Sea Port Operational Areas Estimation from AIS DataLeonardo M. Millefiori, Dimitrios Zissis, Luca Cazzanti, Gianfranco Arcieri. 374-381 [doi]
- Application of Fuzzy C-Means for Proactive Clustering of Electrical Power SystemsM. Abdallatif, S. Schramm, J. Götze. 382-389 [doi]
- Online Outlier Detection of Energy Data Streams Using Incremental and Kernel PCA AlgorithmsJeremiah D. Deng. 390-397 [doi]
- Adaptive Time Series Forecasting of Energy Consumption Using Optimized Cluster AnalysisPeter Laurinec, Marek Lóderer, Petra Vrablecová, Mária Lucká, Viera Rozinajová, Anna Bou Ezzeddine. 398-405 [doi]
- Structural Combination of Neural Network ModelsJuan Rendón, Lilian M. de Menezes. 406-413 [doi]
- Incremental Time Series Prediction Using Error-Driven Informed AdaptationPetra Vrablecová, Viera Rozinajová, Anna Bou Ezzeddine. 414-421 [doi]
- Analysing Political Opinions Using Redescription MiningEsther Galbrun, Pauli Miettinen. 422-427 [doi]
- Leave or Remain? Deciphering Brexit Deliberations on TwitterApalak Khatua, Aparup Khatua. 428-433 [doi]
- Change-Point Analysis of the Public Mood in UK Twitter during the Brexit ReferendumThomas Lansdall-Welfare, Fabon Dzogang, Nello Cristianini. 434-439 [doi]
- Structural Patterns in the Rise of Germany's New Right on FacebookSebastian Schelter, Felix Bießmann, Malisa Zobel, Nedelina Teneva. 440-445 [doi]
- Weakly Supervised Hand Pose Recovery with Domain Adaptation by Low-Rank AlignmentChaoqun Hong, Jun Yu, Rongsheng Xie, Dapeng Tao. 446-453 [doi]
- Link Prediction in the Twitter Mention Network: Impacts of Local Structure and Similarity of InterestHadrien Hours, Eric Fleury, Márton Karsai. 454-461 [doi]
- Gender Classification by Deep Learning on Millions of Weakly Labelled ImagesSen Jia, Thomas Lansdall-Welfare, Nello Cristianini. 462-467 [doi]
- Real-Time Top-View People Counting Based on a Kinect and NVIDIA Jetson TK1 Integrated PlatformGuangqin Li, Peng Ren, Xinrong Lyu, He Zhang. 468-473 [doi]
- Online Semi-Supervised Multi-task Distance Metric LearningYa Li, Dacheng Tao. 474-479 [doi]
- Local Structure Preserving Using Manifold Regularization and Pairwise Constraints for Action RecognitionXueqi Ma, Zhengyang Cao, Weifeng Liu. 480-486 [doi]
- Stereotypical Motor Movement Detection in Dynamic Feature SpaceNastaran Mohammadian Rad, Seyed Mostafa Kia, Calogero Zarbo, Giuseppe Jurman, Paola Venuti, Cesare Furlanello. 487-494 [doi]
- Robust Automated Human Activity Recognition and Its Application to Sleep ResearchAarti Sathyanarayana, Ferda Ofli, Luis Fernández-Luque, Jaideep Srivastava, Ahmed K. Elmagarmid, Teresa Arora, Shahrad Taheri. 495-502 [doi]
- Sequence-to-Sequence Model with Attention for Time Series ClassificationYujin Tang, Jianfeng Xu, Kazunori Matsumoto, Chihiro Ono. 503-510 [doi]
- Risk-Aware Dynamic Reserve Prices of Programmatic Guarantee in Display AdvertisingBowei Chen. 511-518 [doi]
- A Novel Method for Assessing Event Impacts on Event-Driven Time SeriesLianhua Chi, Saket Sathe, Bo Han, Yun Wang. 519-526 [doi]
- Temporal Data Mining on the Stay Time of Outpatients and Treatment ProcessesShoji Hirano. 527-530 [doi]
- A Deep Learning Approach for the Prediction of Retail Store SalesYuta Kaneko, Katsutoshi Yada. 531-537 [doi]
- Website Classification Using Latent Dirichlet Allocation and Its Application for Internet AdvertisingSotaro Katsumata, Eiji Motohashi, Akihiro Nishimoto, Eiji Toyosawa. 538-544 [doi]
- Personal Identification with Face and Voice Features Extracted through Kinect SensorEisuke Kita, Yi Zuo, Fumiya Saito, Xuanang Feng. 545-551 [doi]
- Data Mining Based Product Marketing Technique for Banking ProductsMerve Mitik, Ozan Korkmaz, Pinar Karagoz, Ismail Hakki Toroslu, Ferhat Yucel. 552-559 [doi]
- Interactive Independent Topic Analysis for ServiceTakahiro Nishigaki, Katsumi Nitta, Takashi Onoda. 560-567 [doi]
- Activity Detection from Email Meta-Data ClusteringMayur Patidar, Shaurya Rohatgi, Ashish Chaudhary, Mahesh P. Singh, Puneet Agarwal, Gautam Shroff. 568-575 [doi]
- Feature Selection in Environments with Limited Voluntary Information SharingNicholay Topin, Karan K. Budhraja, Tim Oates. 576-583 [doi]
- Domain Driven Forecasting: Applying Theory Into PracticePraveen Venkateswaran, Vikrant Shimpi, Maitreya Natu, Vaishali P. Sadaphal. 584-591 [doi]
- Multiscale Analysis of Supply Network at Central Region in JapanYi Zuo, Yuya Kajikawa. 592-599 [doi]
- Visual Context Learning with Big Data AnalyticsMayanka Chandrashekar, Yugyung Lee. 600-607 [doi]
- Finding Large Matchings in Semi-StreamingHossein Esfandiari, MohammadTaghi Hajiaghayi, Morteza Monemizadeh. 608-614 [doi]
- Effective and Unsupervised Fractal-Based Feature Selection for Very Large Datasets: Removing Linear and Non-linear Attribute CorrelationsAntonio C. Fraideinberze, Jose F. Rodrigues Jr., Robson L. F. Cordeiro. 615-622 [doi]
- Tovel: Distributed Graph Clustering for Word Sense DisambiguationAlessio Guerrieri, Fatemeh Rahimian, Sarunas Girdzijauskas, Alberto Montresor. 623-630 [doi]
- Will I Get in? Modeling the Graduate Admission Process for American UniversitiesNarender Gupta, Aman Sawhney, Dan Roth. 631-638 [doi]
- Selecting the Top-k Discriminative Features Using Principal Component AnalysisAminata Kane, Nematollaah Shiri. 639-646 [doi]
- Score Look-Alike AudiencesQiang Ma, Eeshan Wagh, Jiayi Wen, Zhen Xia, Robert Ormándi, Datong Chen. 647-654 [doi]
- Designing Sketches for Similarity FilteringVladimir Mic, David Novak, Pavel Zezula. 655-662 [doi]
- Tracking Language Mobility in the Twitter LandscapeIzabela Moise, Edward Gaere, Ruben Merz, Stefan Koch, Evangelos Pournaras. 663-670 [doi]
- Relative Label Encoding for the Prediction of Airline Passenger NationalityAlejandro Mottini, Rodrigo Acuna-Agost. 671-676 [doi]
- WEFEST: Word Embedding Feature Extension for Short Text ClassificationLei Sang, Fei Xie, Xiaojian Liu, Xindong Wu. 677-683 [doi]
- Knowledge Representation Learning via Dynamic Relation SpacesZhen Tan, Xiang Zhao, Yang Fang, Weidong Xiao, Jiuyang Tang. 684-691 [doi]
- Steady PatternsWilly Ugarte, Alexandre Termier, Miguel Santana. 692-699 [doi]
- Mining Effective Subsequences with Application in Marketing AttributionZi Yin, Ying Li, Pietro Mazzoleni, Yuanyuan Shen. 700-707 [doi]
- Random Projection Clustering on Streaming DataLee A. Carraher, Philip A. Wilsey, Anindya Moitra, Sayantan Dey. 708-715 [doi]
- An Empirical Analysis of Hubness in Unsupervised Distance-Based Outlier DetectionArthur Flexer. 716-723 [doi]
- Topic Extraction Method from Millions of Tweets Based on Fast Feature Selection Technique CWCTakako Hashimoto, Dave Shepard, Tetsuji Kuboyama, Kilho Shin. 724-731 [doi]
- Regression on High-Dimensional InputsAlexander P. Kuleshov, Alexander V. Bernstein. 732-739 [doi]
- Clustering Based on MultiView Diffusion MapsOfir Lindenbaum, Arie Yeredor, Amir Averbuch. 740-747 [doi]
- Aggregating Tree for Searching in Billion Scale High Dimensional DataShicong Liu, Junru Shao, Hongtao Lu. 748-755 [doi]
- Semi-Supervised Similarity Preserving Co-SelectionRaywat Makkhongkaew, Khalid Benabdeslem. 756-761 [doi]
- Robust Local Scaling Using Conditional Quantiles of Graph SimilaritiesJayaraman J. Thiagarajan, Prasanna Sattigeri, Karthikeyan Natesan Ramamurthy, Bhavya Kailkhura. 762-769 [doi]
- Modelling Sentence Generation from Sum of Word Embedding Vectors as a Mixed Integer Programming ProblemLyndon White, Roberto Togneri, Wei Liu 0006, Mohammed Bennamoun. 770-777 [doi]
- Method for Extraction of Purchase Behavior and Product Character Using Dynamic Topic ModelMamoru Emoto. 778-782 [doi]
- Inferring Variable Labels Considering Co-occurrence of Variable Labels in Data JacketsTeruaki Hayashi. 783-787 [doi]
- The Prominent Role of Probe Data and Big Data in Modern TechnologyHideki Isetani. 788-791 [doi]
- ID-Link, an Enabler for Medical Data MarketplaceRyuji Ito. 792-797 [doi]
- Predicting the Outcome of Startups: Less Failure, More SuccessAmar Krishna, Ankit Agrawal, Alok N. Choudhary. 798-805 [doi]
- Aware Environment for Workshop with Game StormingNoriyuki Kushiro, Tatsuya Ehira, Rei Kaihara. 806-812 [doi]
- BRPS: A Big Data Placement Strategy for Data Intensive ApplicationsLihui Liu, Junping Song, Haibo Wang, Pin Lv. 813-820 [doi]
- Data Exchange Platform to Fight Insurance Fraud on BlockchainIndranil Nath. 821-825 [doi]
- Visualization Method Based on Contour MapRui Yang, Yukio Ohsawa. 826-830 [doi]
- MoCham: Robust Hierarchical Clustering Based on Multi-objective OptimizationTomás Barton, Tomas Bruna, Pavel Kordík. 831-838 [doi]
- Structural Nonparallel Support Vector Machine Based on LSH for Large-Scale PredictionDandan Chen. 839-846 [doi]
- Laplacian SVM for Learning from Label ProportionsLimeng Cui, Zhensong Chen, Fan Meng, Yong Shi. 847-852 [doi]
- Incorporate Hashing with Multi-view LearningJingjing Tang, Dewei Li. 853-859 [doi]
- Model-Based Approaches for Independence-Enhanced RecommendationToshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Issei Sato. 860-867 [doi]
- Classification Rule Mining Supported by Ontology for Discrimination DiscoveryBinh Thanh Luong, Salvatore Ruggieri, Franco Turini. 868-875 [doi]
- Faster Univariate Microaggregation for Power Law Distributions: k-Degree-Anonymity for Big GraphsJulián Salas. 876-881 [doi]
- Scalable Privacy-Preserving Linking of Multiple Databases Using Counting Bloom FiltersDinusha Vatsalan, Peter Christen, Erhard Rahm. 882-889 [doi]
- Research on Sentiment Analysis: The First DecadeOskar Ahlgren. 890-899 [doi]
- Mining the Opinionated Web: Classification and Detection of Aspect Contexts for Aspect Based Sentiment AnalysisOscar Araque, Ganggao Zhu, Manuel García-Amado, Carlos Angel Iglesias. 900-907 [doi]
- What Drives Consumer Choices? Mining Aspects and Opinions on Large Scale Review Data Using Distributed Representation of WordsKasturi Bhattacharjee, Linda R. Petzold. 908-915 [doi]
- Bayesian Deep Convolution Belief Networks for Subjectivity DetectionIti Chaturvedi, Erik Cambria, Soujanya Poria, Rajiv Bajpai. 916-923 [doi]
- Sentiment Lexica from Paired ComparisonsChristoph Dalitz, Katrin E. Bednarek. 924-930 [doi]
- Seasonal Fluctuations in Collective Mood Revealed by Wikipedia Searches and Twitter PostsFabon Dzogang, Thomas Lansdall-Welfare, Nello Cristianini. 931-937 [doi]
- The Truth and Nothing But the Truth: Multimodal Analysis for Deception DetectionMimansa Jaiswal, Sairam Tabibu, Rajiv Bajpai. 938-943 [doi]
- Scalable and Real-Time Sentiment Analysis of Twitter DataMaria Karanasou, Anneta Ampla, Christos Doulkeridis, Maria Halkidi. 944-951 [doi]
- Multi-sentiment Modeling with Scalable Systematic Labeled Data Generation via Word2Vec ClusteringDhruv Mayank, Kanchana Padmanabhan, Koushik Pal. 952-959 [doi]
- SmartVideoRanking: Video Search by Mining Emotions from Time-Synchronized CommentsKosetsu Tsukuda, Masahiro Hamasaki, Masataka Goto. 960-969 [doi]
- Modeling Satire in English Text for Automatic DetectionAishwarya N. Reganti, Tushar Maheshwari, Upendra Kumar, Amitava Das, Rajiv Bajpai. 970-977 [doi]
- Lexicon Knowledge Extraction with Sentiment Polarity ComputationZhaoxia Wang, Victor Joo Chuan Tong, Pingcheng Ruan, Fang Li. 978-983 [doi]
- Exploiting a Determinant-Based Metric to Evaluate a Word-Embeddings Matrix of ItemsLudovico Boratto, Salvatore Carta, Gianni Fenu, Roberto Saia. 984-991 [doi]
- Semantic Enabled Recommender System for Micro-Blog UsersStefano Faralli, Giorgia Di Tommaso, Paola Velardi. 992-998 [doi]
- SemStim: Exploiting Knowledge Graphs for Cross-Domain RecommendationBenjamin Heitmann, Conor Hayes. 999-1006 [doi]
- Context-Specific Recommendation System for Predicting Similar PubMed ArticlesShahin Mohammadi, Sudhir B. Kylasa, Giorgios Kollias, Ananth Grama. 1007-1014 [doi]
- SeBPR: Semantics Enhanced Bayesian Personalized Ranking with Comparable Item PairsPenghua Yu, Lanfen Lin. 1015-1022 [doi]
- Learning from User Workflows for the Characterization and Prediction of Software CrashesChloé Adam, Antoine Aliotti, Paul-Henry Cournède. 1023-1030 [doi]
- Microblog Sentiment Topic ModelAman Ahuja, Wei Wei, Kathleen M. Carley. 1031-1038 [doi]
- Graph-Based Term Weighting Scheme for Topic ModelingGiannis Bekoulis, François Rousseau. 1039-1044 [doi]
- Ensemble of Heterogeneous Classifiers for Improving Automated Tweet ClassificationRenhao Cui, Gagan Agrawal, Rajiv Ramnath, Vinh Ngoc Khuc. 1045-1052 [doi]
- Identifying Warning Behaviors of Violent Lone Offenders in Written CommunicationLisa Kaati, Amendra Shrestha, Tony Sardella. 1053-1060 [doi]
- Investors Attention and the Effects on Stock Market: An Empirical Study Based on Stock ForumWen Long, Lijing Guan, Lingxiao Cui. 1061-1065 [doi]
- Time-Based Ensembles for Prediction of Rare Events in News StreamNuno Moniz, Luís Torgo, Magdalini Eirinaki. 1066-1073 [doi]
- Fraud Detection in Voice-Based Identity Authentication Applications and ServicesSaeid Safavi, Hock Gan, Iosif Mporas, Reza Sotudeh. 1074-1081 [doi]
- Discovering Spatial Regions of High CorrelationPrerna Agarwal, Richa Verma, Venkata M. V. Gunturi. 1082-1089 [doi]
- A Graph-Based Approach to Spatiotemporal Event Sequence MiningBerkay Aydin, Rafal A. Angryk. 1090-1097 [doi]
- Hierarchical Aggregation Approach for Distributed Clustering of Spatial DatasetsMalika Bendechache, Nhien-An Le-Khac, M. Tahar Kechadi. 1098-1103 [doi]
- Markov Switching Copula Models for Longitudinal DataAlfredo Cuesta-Infante, Kalyan Veeramachaneni. 1104-1109 [doi]
- Location Recommendations for New Businesses Using Check-in DataBahaeddin Eravci, Neslihan Bulut, Çagri Etemoglu, Hakan Ferhatosmanoglu. 1110-1117 [doi]
- Generating Time-Varying Road Network Data Using Sparse TrajectoriesElif Eser, Furkan Kocayusufoglu, Bahaeddin Eravci, Hakan Ferhatosmanoglu, JosepLarriba-Pey Larriba-Pey. 1118-1124 [doi]
- A Pattern Growth-Based Approach for Mining Spatiotemporal Co-occurrence PatternsShah Muhammad Hamdi, Berkay Aydin, Rafal A. Angryk. 1125-1132 [doi]
- Correlating Social Interconnections of Users with Spatio-Temporal Check-Ins BehaviorSonia Khetarpaul, S. K. Gupta, L. Venkata Subramaniam. 1133-1138 [doi]
- Flexible Similarity Search for Enriched TrajectoriesHideaki Ohashi, Toshiyuki Shimizu, Masatoshi Yoshikawa. 1139-1144 [doi]
- TrendTracker: Modelling the Motion of Trends in Space and TimeKlaus Arthur Schmid, Christian Frey, Fengchao Peng, Michael Weiler, Andreas Züfle, Lei Chen, Matthias Renz. 1145-1152 [doi]
- A Genetic Algorithm to Discover Flexible Motifs with SupportJoan Serrà, Aleksandar Matic, Josep Lluís Arcos, Alexandros Karatzoglou. 1153-1158 [doi]
- Vehicle Classification from Low Frequency GPS DataMatteo Simoncini, Francesco Sambo, Leonardo Taccari, Luca Bravi, Samuele Salti, Alessandro Lori. 1159-1166 [doi]
- Hierarchical Temporal Memory Method for Time-Series-Based Anomaly DetectionJia Wu, Weiru Zeng, Zhe Chen, Xue-Fei Tang. 1167-1172 [doi]
- Spatio-Temporal Site RecommendationGuolei Yang, Andreas Züfle. 1173-1178 [doi]
- Sacrificing Overall Classification Quality to Improve Classification Accuracy of Well-Sought ClassesKevin Michael Amaral, Ping Chen, Wei Ding 0003, Rajani Sadasivam. 1179-1182 [doi]
- Towards Visualizing Hidden StructuresRemy Dautriche, Alexandre Termier, Renaud Blanch, Miguel Santana. 1183-1190 [doi]
- Regression Techniques for Modelling Conception in Seasonally Calving Dairy CowsCaroline Fenlon, Luke O'Grady, Michael Doherty, Stephen Butler, Laurence Shalloo, John Dunnion. 1191-1196 [doi]
- A Semi-Supervised Ensemble Approach for Multi-label LearningOuadie Gharroudi, Haytham Elghazel, Alexandre Aussem. 1197-1204 [doi]
- A Novel Bayesian Ensemble Pruning MethodZhengshen Jiang, Hongzhi Liu, Bin Fu, Zhonghai Wu. 1205-1212 [doi]
- Improving the Prediction Cost of Drift Handling Algorithms by AbstainingPierre-Xavier Loeffel, Vincent Lemaire, Christophe Marsala, Marcin Detyniecki. 1213-1222 [doi]
- Infer Mobility Patterns and Social Dynamics for Modelling Human BehaviourLuca Luceri. 1223-1224 [doi]
- Subspace Clustering Ensembles through Tensor DecompositionDominik Mautz, Christian Böhm, Claudia Plant. 1225-1234 [doi]
- Applying Deep Learning to Stereotypical Motor Movement Detection in Autism Spectrum DisordersNastaran Mohammadian Rad, Cesare Furlanello. 1235-1242 [doi]
- Similarity Tree Pruning: A Novel Dynamic Ensemble Selection ApproachAnil Narassiguin, Haytham Elghazel, Alex Aussem. 1243-1250 [doi]
- Clustering with the Levy Walk: "Hunting" for ClustersBenjamin Schelling, Claudia Plant. 1251-1260 [doi]
- Centrality-Based Approach for Supervised Term WeightingNiloofer Shanavas, Hui Wang, Zhiwei Lin, Glenn I. Hawe. 1261-1268 [doi]
- A Novel Pre-Classification Based kNN AlgorithmHuahua Xie, Dong Liang, Zhaojing Zhang, Hao Jin, Chen Lu, Yi Lin. 1269-1275 [doi]
- A Formation Energy Predictor for Crystalline Materials Using Ensemble Data MiningAnkit Agrawal, Bryce Meredig, Chris Wolverton, Alok N. Choudhary. 1276-1279 [doi]
- Five Year Life Expectancy Calculator for Older AdultsAnkit Agrawal, Jason Scott Mathias, David Baker, Alok N. Choudhary. 1280-1283 [doi]
- Financial Data Analysis with PGMs Using AMIDSTRafael Cabañas, Ana M. Martínez, Andrés R. Masegosa, Darío Ramos-López, Antonio Salmerón, Thomas D. Nielsen, Helge Langseth, Anders L. Madsen. 1284-1287 [doi]
- TENET: A Machine Learning-Based System for Target Characterization in Signaling NetworksHuey-Eng Chua, Sourav S. Bhowmick, Lisa Tucker-Kellogg, C. Forbes Dewey Jr.. 1288-1291 [doi]
- PaTSI: Pattern Mining of Time Series of Satellite Images in KnimeMaxime Collin, Frédéric Flouvat, Nazha Selmaoui-Folcher. 1292-1295 [doi]
- airVLC: An Application for Visualizing Wind-Sensitive Interpolation of Urban Air Pollution ForecastsLidia Contreras Ochando, César Ferri. 1296-1299 [doi]
- Explode: An Extensible Platform for Differentially Private Data AnalysisEmir Esmerdag, Mehmet Emre Gursoy, Ali Inan, Yücel Saygin. 1300-1303 [doi]
- Cognito: Automated Feature Engineering for Supervised LearningUdayan Khurana, Deepak S. Turaga, Horst Samulowitz, Srinivasan Parthasrathy. 1304-1307 [doi]
- Risk Mining: Company-Risk Identification from Unstructured SourcesTimothy Nugent, Jochen L. Leidner. 1308-1311 [doi]
- MobInsight: Understanding Urban Mobility with Crowd-Powered Neighborhood CharacterizationsSouneil Park, Marc Bourqui, Enrique Frías-Martínez. 1312-1315 [doi]
- Graph Mining for Complex Data AnalyticsAndré Petermann, Martin Junghanns, Stephan Kemper, Kevin Gómez, Niklas Teichmann, Erhard Rahm. 1316-1319 [doi]
- FacetsViewer: A Tool for Multi-faceted Decomposition of Complex NetworksBoon-Siew Seah, Sourav S. Bhowmick, Huey-Eng Chua, Mengxuan Chen, C. Forbes Dewey Jr.. 1320-1323 [doi]
- SpreadViz: Analytics and Visualization of Spreading Processes in Social NetworksKonstantinos Skianis, Maria-Evgenia G. Rossi, Fragkiskos D. Malliaros, Michalis Vazirgiannis. 1324-1327 [doi]
- DFA-G: A Unified Programming Model for Vertex-Centric Parallel Graph ProcessingBo Suo, Jing Su, Qun Chen, Zhanhuai Li, Wei Pan. 1328-1331 [doi]
- Informed Design Platform: Interpreting "Big Data" to Adaptive Place DesignsLinlin You, Bige Tunçer. 1332-1335 [doi]