Abstract is missing.
- On the Evaluation of Outlier Detection and One-Class Classification MethodsLorne Swersky, Henrique O. Marques, Jörg Sander, Ricardo J. G. B. Campello, Arthur Zimek. 1-10 [doi]
- Active Semi-Supervised Classification Based on Multiple Clustering HierarchiesAntonio J. L. Batista, Ricardo J. G. B. Campello, Jörg Sander. 11-20 [doi]
- Combining Static and Dynamic Features for Multivariate Sequence ClassificationAnna Leontjeva, Ilya Kuzovkin. 21-30 [doi]
- Correcting Relational Bias to Improve Classification in Sparsely-Labeled NetworksJoshua R. King, Luke K. McDowell. 31-40 [doi]
- Hyperparameter Optimization MachinesMartin Wistuba, Nicolas Schilling, Lars Schmidt-Thieme. 41-50 [doi]
- Temporal Network Change Detection Using Network CentralitiesYoshitaro Yonamoto, Kai Morino, Kenji Yamanishi. 51-60 [doi]
- Harvester: Influence Optimization in Symmetric Interaction NetworksSergei Ivanov 0002, Panagiotis Karras. 61-70 [doi]
- Pattern Matching Trajectories for Investigative Graph SearchesBenjamin W. K. Hung, Anura P. Jayasumana, Vidarshana W. Bandara. 71-79 [doi]
- A Framework for Description and Analysis of Sampling-Based Approximate Triangle Counting AlgorithmsMostafa Haghir Chehreghani. 80-89 [doi]
- Limiting the Diffusion of Information by a Selective PageRank-Preserving ApproachGrigorios Loukides, Robert Gwadera. 90-99 [doi]
- An Exploratory Statistical Cusp Catastrophe ModelDing-Geng Din Chen, Xinguang Jim Chen, Kai Zhang. 100-109 [doi]
- Using Loglinear Model for Discrimination Discovery and PreventionYongkai Wu, Xintao Wu. 110-119 [doi]
- Fraud Detection in Energy Consumption: A Supervised ApproachBernat Coma-Puig, Josep Carmona, Ricard Gavaldà, Santiago Alcoverro, Victor Martin. 120-129 [doi]
- Anomaly Detection in Automobile Control Network Data with Long Short-Term Memory NetworksAdrian Taylor, Sylvain Leblanc, Nathalie Japkowicz. 130-139 [doi]
- Anonymizing NYC Taxi Data: Does It Matter?Marie Douriez, Harish Doraiswamy, Juliana Freire, Cláudio T. Silva. 140-148 [doi]
- Infinite Langevin Mixture Modeling and Feature SelectionOla Amayri, Nizar Bouguila. 149-155 [doi]
- Efficient Identification of Tanimoto Nearest NeighborsDavid C. Anastasiu, George Karypis. 156-165 [doi]
- Parallel Least-Squares Policy IterationJun-Kun Wang, Shou-de Lin. 166-173 [doi]
- Dilation of Chisini-Jensen-Shannon DivergencePiyush Kumar Sharma, Gary Holness. 174-183 [doi]
- Projecting "Better Than Randomly": How to Reduce the Dimensionality of Very Large Datasets in a Way That Outperforms Random ProjectionsMichael Wojnowicz, Di Zhang, Glenn Chisholm, Xuan Zhao, Matt Wolff. 184-193 [doi]
- Task Composition in CrowdsourcingSihem Amer-Yahia, Éric Gaussier, Vincent Leroy, Julien Pilourdault, Ria Mae Borromeo, Motomichi Toyama. 194-203 [doi]
- On the Role of Mentions on Tweet ViralitySoumajit Pramanik, Qinna Wang, Maximilien Danisch, Sumanth Bandi, Anand Kumar, Jean-Loup Guillaume, Bivas Mitra. 204-213 [doi]
- Mining Pre-Exposure Prophylaxis Trends in Social MediaPatrick Breen, Jane Kelly, Timothy Heckman, Shannon Quinn. 214-221 [doi]
- Overlapping Target Event and Story Line Detection of Online Newspaper ArticlesYifang Wei, Lisa Singh, Brian Gallagher, David Buttler. 222-232 [doi]
- Online Collaborative Prediction of Regional Vote ResultsVincent Etter, Mohammad Emtiyaz Khan, Matthias Grossglauser, Patrick Thiran. 233-242 [doi]
- Continuous Monitoring of A/B Tests without Pain: Optional Stopping in Bayesian TestingAlex Deng, Jiannan Lu, Shouyuan Chen. 243-252 [doi]
- Learning Temporal Dependence from Time-Series Data with Latent VariablesHossein Hosseini, Sreeram Kannan, Baosen Zhang, Radha Poovendran. 253-262 [doi]
- Trend Detection Based Regret Minimization for Bandit ProblemsParesh Nakhe, Rebecca Reiffenhäuser. 263-271 [doi]
- A Symbolic Tree Model for Oil and Gas Production Prediction Using Time-Series Production DataBingjie Wei, Helen Pinto, Xin Wang. 272-281 [doi]
- Resampling Strategies for Imbalanced Time SeriesNuno Moniz, Paula Branco, Luis Torgo. 282-291 [doi]
- Performance Improvement of MapReduce Process by Promoting Deep Data LocalitySungchul Lee, Ju-Yeon Jo, Yoohwan Kim. 292-301 [doi]
- Closest Interval Join Using MapReduceQiang Zhang, Andy He, Chris Liu, Eric Lo. 302-311 [doi]
- EM*: An EM Algorithm for Big DataHasan Kurban, Mark Jenne, Mehmet M. Dalkilic. 312-320 [doi]
- Efficient Sampling-Based ADMM for Distributed DataJun-Kun Wang, Shou-de Lin. 321-330 [doi]
- A Parallel Framework for Grid-Based Bottom-Up Subspace ClusteringPoonam Goyal, Sonal Kumari, Shubham Singh, Vivek Kishore, Sundar Balasubramaniam, Navneet Goyal. 331-340 [doi]
- Impact of Query Sample Selection Bias on Information Retrieval System RankingMassimo Melucci. 341-350 [doi]
- Mining Research Problems from Scientific LiteratureChanakya Aalla, Vikram Pudi. 351-360 [doi]
- Perceived, Projected, and True Investment Expertise: Not All Experts Provide Expert RecommendationsAmit Shavit, Sameena Shah. 361-369 [doi]
- A Multi-Granularity Pattern-Based Sequence Classification Framework for Educational DataMohammad Jaber, Peter T. Wood, Panagiotis Papapetrou, Ana González-Marcos. 370-378 [doi]
- Inconsistent Node Flattening for Improving Top-Down Hierarchical ClassificationAzad Naik, Huzefa Rangwala. 379-388 [doi]
- Learning Multifaceted Latent Activities from Heterogeneous Mobile DataThanh Binh Nguyen, Vu Nguyen, Thuong Nguyen, Svetha Venkatesh, Mohan Kumar, Dinh Q. Phung. 389-398 [doi]
- The Synthetic Data VaultNeha Patki, Roy Wedge, Kalyan Veeramachaneni. 399-410 [doi]
- A Decision Tree-Based Approach for Categorizing Spatial Database Query ResultsXiangfu Meng, Xiaoyan Zhang, Jinguang Sun, Lin Li, Changzheng Xing, Chongchun Bi. 411-419 [doi]
- The Semantic Knowledge Graph: A Compact, Auto-Generated Model for Real-Time Traversal and Ranking of any Relationship within a DomainTrey Grainger, Khalifeh AlJadda, Mohammed Korayem, Andries Smith. 420-429 [doi]
- Label, Segment, Featurize: A Cross Domain Framework for Prediction EngineeringJames Max Kanter, Owen Gillespie, Kalyan Veeramachaneni. 430-439 [doi]
- What Would a Data Scientist Ask? Automatically Formulating and Solving Predictive ProblemsBenjamin Schreck, Kalyan Veeramachaneni. 440-451 [doi]
- Detecting Inaccurate Predictions of Pediatric Surgical DurationsZhengyuan Zhou, Daniel Miller, Neal Master, David Scheinker, Nicholas Bambos, Peter W. Glynn. 452-457 [doi]
- Advanced Analytics for Train Delay Prediction Systems by Including Exogenous Weather DataLuca Oneto, Emanuele Fumeo, Giorgio Clerico, Renzo Canepa, Federico Papa, Carlo Dambra, Nadia Mazzino, Davide Anguita. 458-467 [doi]
- Waiting to Be Sold: Prediction of Time-Dependent House Selling ProbabilityMansurul Bhuiyan, Mohammad Al Hasan. 468-477 [doi]
- Customer Simulation for Direct Marketing ExperimentsYegor Tkachenko, Mykel J. Kochenderfer, Krzysztof Kluza. 478-487 [doi]
- Behavior-Oriented Time Segmentation for Mining Individualized Rules of Mobile Phone UsersIqbal H. Sarker, Alan Colman, Muhammad Ashad Kabir, Jun Han. 488-497 [doi]
- Online Experimentation Diagnosis and Troubleshooting Beyond AA ValidationZhenyu Zhao, Miao Chen, Don Matheson, Maria Stone. 498-507 [doi]
- Role Models: Mining Role Transitions Data in IT Project ManagementGirish Keshav Palshikar, Sachin Pawar, Nitin Ramrakhiyani. 508-517 [doi]
- Deconstructing Domain Names to Reveal Latent TopicsCheryl J. Flynn, Kenneth E. Shirley, Wei Wang. 518-527 [doi]
- Reserve Price Optimization at ScaleDaniel Austin, Sam Seljan, Julius Monello, Stephanie Tzeng. 528-536 [doi]
- Uncovering the Bitcoin Blockchain: An Analysis of the Full Users GraphDamiano Di Francesco Maesa, Andrea Marino, Laura Ricci. 537-546 [doi]
- Testing Interestingness Measures in Practice: A Large-Scale Analysis of Buying PatternsMartin Kirchgessner, Vincent Leroy, Sihem Amer-Yahia, Shashwat Mishra. 547-556 [doi]
- Data-Driven Sales Leads Prediction for Everything-as-a-Service in the CloudChul Sung, Bo Zhang, Chunhui Y. Higgins, Yoonsuck Choe. 557-563 [doi]
- Churn Prediction in Mobile Social Games: Towards a Complete Assessment Using Survival EnsemblesAfrica Perianez, Alain Saas, Anna Guitart, Colin Magne. 564-573 [doi]
- Web Behavior Analysis Using Sparse Non-Negative Matrix FactorizationAkihiro Demachi, Shin Matsushima, Kenji Yamanishi. 574-583 [doi]
- Evidence-Based Behavioral Model for Calendar Schedules of Individual Mobile Phone UsersIqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman, Jun Han. 584-593 [doi]
- Disease Detection and Severity Estimation in Cotton Plant from Unconstrained ImagesAditya Parikh, Mehul S. Raval, Chandrasinh Parmar, Sanjay Chaudhary. 594-601 [doi]
- Digital Knowledge Ecosystem for Achieving Sustainable Agriculture Production: A Case Study from Sri LankaAthula Ginige, Anusha Indika Walisadeera, Tamara Ginige, Lasanthi N. C. De Silva, Pasquale Di Giovanni, Maneesh Mathai, Jeevani S. Goonetillake, Gihan N. Wikramanayake, Giuliana Vitiello, Monica Sebillo, Genoveffa Tortora, Deborah Richards, Ramesh Jain. 602-611 [doi]
- Efficient Large Scale Clustering Based on Data PartitioningMalika Bendechache, M. Tahar Kechadi, Nhien-An Le-Khac. 612-621 [doi]
- Traffic Risk Mining Using Partially Ordered Non-Negative Matrix FactorizationTaito Lee, Shin Matsushima, Kenji Yamanishi. 622-631 [doi]
- On the Use of Ontology as A Priori Knowledge into Constrained ClusteringHatim Chahdi, Nistor Grozavu, Isabelle Mougenot, Laure Berti-Equille, Younès Bennani. 632-641 [doi]
- Maritime Pattern Extraction from AIS Data Using a Genetic AlgorithmAndrej Dobrkovic, Maria-Eugenia Iacob, Jos van Hillegersberg. 642-651 [doi]
- Using Players' Gameplay Action-Decision Profiles to Prescribe Training: Reducing Training Costs with Serious Games AnalyticsChristian Sebastian Loh, I-Hung Li. 652-661 [doi]
- What Did I Do Wrong in My MOBA Game? Mining Patterns Discriminating Deviant BehavioursOlivier Cavadenti, Víctor Codocedo, Jean-François Boulicaut, Mehdi Kaytoue. 662-671 [doi]
- On the Tiny Yet Real Happiness Phenomenon in the Mobile Games MarketPo-Heng Chen, Yi-Pei Tu, Kuan-Ta Chen. 672-681 [doi]
- Actitracker: A Smartphone-Based Activity Recognition System for Improving Health and Well-BeingGary M. Weiss, Jeffrey W. Lockhart, Tony T. Pulickal, Paul T. McHugh, Isaac H. Ronan, Jessica L. Timko. 682-688 [doi]
- The Highly Adaptive Lasso EstimatorDavid Benkeser, Mark J. van der Laan. 689-696 [doi]
- Meeting Health Care Research Needs in a Kimball Integrated Data WarehouseRobert Hart, Alex Mu-Hsing Kuo. 697-705 [doi]
- MedCare: Leveraging Medication Similarity for Disease PredictionDipanwita Dasgupta, Nitesh V. Chawla. 706-715 [doi]
- Connecting Opinions to Opinion-Leaders: A Case Study on Brazilian Political ProtestsLeonardo C. da Rocha, Fernando Mourão, Ramon Vieira, Alan Neves, Darlinton Carvalho, Bortik Bandyopadhyay, Srinivasan Parthasarathy, Renato Ferreira. 716-725 [doi]
- Exploiting a Bootstrapping Approach for Automatic Annotation of Emotions in TextsLea Canales, Carlo Strapparava, Ester Boldrini, Patricio Martínez-Barco. 726-734 [doi]
- Senpy: A Pragmatic Linked Sentiment Analysis FrameworkJ. Fernando Sánchez-Rada, Carlos Angel Iglesias, Ignacio Corcuera, Oscar Araque. 735-742 [doi]
- Word Segmentation Algorithms with Lexical Resources for Hashtag ClassificationCredell Simeon, Howard J. Hamilton, Robert J. Hilderman. 743-751 [doi]
- A Distributed Decision Tree Algorithm and Its Implementation on Big Data PlatformsJingxiang Chen, Tao Wang, Ralph Abbey, Joseph Pingenot. 752-761 [doi]
- Analysing the History of Autism Spectrum Disorder Using Topic ModelsAdham Beykikhoshk, Dinh Q. Phung, Ognjen Arandjelovic, Svetha Venkatesh. 762-771 [doi]
- Sparse Linear Discriminant Analysis in Structured Covariates SpaceSandra E. Safo, Qi Long. 772-781 [doi]
- Informative Priors and Bayesian ComputationShirin Golchi. 782-789 [doi]
- Causal Structure Learning with Reduced Partial Correlation ThresholdingArjun Sondhi, Ali Shojaie. 790-797 [doi]
- Nonparametric Adjoint-Based Inference for Stochastic Differential EquationsHarish S. Bhat, R. W. M. A. Madushani. 798-807 [doi]
- The Uniqueness and Greedy Method for Quadratic Compressive SensingJun Fan, Lingchen Kong, Liqun Wang, Naihua Xiu. 808-815 [doi]
- Robust Online Time Series Prediction with Recurrent Neural NetworksTian Guo, Zhao Xu, Xin Yao, Haifeng Chen, Karl Aberer, Koichi Funaya. 816-825 [doi]