Table of Contents

• A Novel Framework for Online Sales Burst PredictionRui Chen, Jiajun Liu. 3-14 [doi]
• Analyzing Granger Causality in Climate Data with Time Series Classification MethodsChristina Papagiannopoulou, Stijn Decubber, Diego G. Miralles, Matthias Demuzere, Niko E. C. Verhoest, Willem Waegeman. 15-26 [doi]
• Automatic Detection and Recognition of Individuals in Patterned SpeciesGullal Singh Cheema, Saket Anand. 27-38 [doi]
• Boosting Based Multiple Kernel Learning and Transfer Regression for Electricity Load ForecastingDi Wu, Boyu Wang, Doina Precup, Benoit Boulet. 39-51 [doi]
• CREST - Risk Prediction for Clostridium Difficile Infection Using Multimodal Data MiningCansu Sen, Thomas Hartvigsen, Elke A. Rundensteiner, Kajal T. Claypool. 52-63 [doi]
• DC-Prophet: Predicting Catastrophic Machine Failures in DataCentersYou-Luen Lee, Da-Cheng Juan, Xuan-An Tseng, Yu-Ting Chen, Shih-Chieh Chang. 64-76 [doi]
• Disjoint-Support Factors and Seasonality Estimation in E-CommerceAbhay Jha. 77-88 [doi]
• Event Detection and Summarization Using Phrase NetworkSara Melvin, Wenchao Yu, Peng Ju, Sean Young, Wei Wang. 89-101 [doi]
• Generalising Random Forest Parameter Optimisation to Include Stability and CostC. H. Bryan Liu, Benjamin Paul Chamberlain, Duncan A. Little, Ângelo Cardoso. 102-113 [doi]
• Have It Both Ways - From A/B Testing to A&B Testing with Exceptional Model MiningWouter Duivesteijn, Tara Farzami, Thijs Putman, Evertjan Peer, Hilde J. P. Weerts, Jasper N. Adegeest, Gerson Foks, Mykola Pechenizkiy. 114-126 [doi]
• Koopman Spectral Kernels for Comparing Complex Dynamics: Application to Multiagent Sport PlaysKeisuke Fujii, Yuki Inaba, Yoshinobu Kawahara. 127-139 [doi]
• Modeling the Temporal Nature of Human Behavior for Demographics PredictionBjarke Felbo, Pål Sundsøy, Alex Sandy Pentland, Sune Lehmann, Yves-Alexandre de Montjoye. 140-152 [doi]
• MRNet-Product2Vec: A Multi-task Recurrent Neural Network for Product EmbeddingsArijit Biswas, Mukul Bhutani, Subhajit Sanyal. 153-165 [doi]
• Optimal Client Recommendation for Market Makers in Illiquid Financial ProductsDieter Hendricks, Stephen J. Roberts. 166-178 [doi]
• Predicting Self-reported Customer Satisfaction of Interactions with a Corporate Call CenterJoseph Bockhorst, Shi Yu, Luisa Polania, Glenn Fung. 179-190 [doi]
• Probabilistic Inference of Twitter Users' Age Based on What They FollowBenjamin Paul Chamberlain, Clive Humby, Marc Peter Deisenroth. 191-203 [doi]
• Quantifying Heterogeneous Causal Treatment Effects in World Bank Development Finance ProjectsJianing Zhao, Daniel M. Runfola, Peter Kemper. 204-215 [doi]
• RSSI-Based Supervised Learning for Uncooperative Direction-FindingTathagata Mukherjee, Michael Duckett, Piyush Kumar, Jared Devin Paquet, Daniel Rodriguez, Mallory Haulcomb, Kevin George, Eduardo Pasiliao. 216-227 [doi]
• Sequential Keystroke Behavioral Biometrics for Mobile User Identification via Multi-view Deep LearningLichao Sun, Yuqi Wang, Bokai Cao, Philip S. Yu, Witawas Srisa-an, Alex D. Leow. 228-240 [doi]
• Session-Based Fraud Detection in Online E-Commerce Transactions Using Recurrent Neural NetworksShuhao Wang, Cancheng Liu, Xiang Gao, Hongtao Qu, Wei Xu. 241-252 [doi]
• SINAS: Suspect Investigation Using Offenders' Activity SpaceMohammad A. Tayebi, Uwe Glässer, Patricia L. Brantingham, Hamed Yaghoubi Shahir. 253-265 [doi]
• Stance Classification of Tweets Using Skip Char NgramsYaakov HaCohen-Kerner, Ziv Ido, Ronen Ya'akobov. 266-278 [doi]
• Structural Semantic Models for Automatic Analysis of Urban AreasGianni Barlacchi, Alberto Rossi, Bruno Lepri, Alessandro Moschitti. 279-291 [doi]
• Taking It for a Test Drive: A Hybrid Spatio-Temporal Model for Wildlife Poaching Prediction Evaluated Through a Controlled Field TestShahrzad Gholami, Benjamin J. Ford, Fei Fang, Andrew J. Plumptre, Milind Tambe, Margaret Driciru, Fred Wanyama, Aggrey Rwetsiba, Mustapha Nsubaga, Joshua Mabonga. 292-304 [doi]
• Unsupervised Signature Extraction from Forensic LogsStefan Thaler, Vlado Menkovski, Milan Petkovic. 305-316 [doi]
• Urban Water Flow and Water Level Prediction Based on Deep LearningHaytham Assem, Salem Gharbia, Gabor Makrai, Paul Johnston, Laurence W. Gill, Francesco Pilla. 317-329 [doi]
• Using Machine Learning for Labour Market IntelligenceRoberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica. 330-342 [doi]
• Activity-Driven Influence Maximization in Social NetworksRohit Kumar 0002, Muhammad Aamir Saleem, Toon Calders, Xike Xie, Torben Bach Pedersen. 345-348 [doi]
• An AI Planning System for Data CleaningRoberto Boselli, Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica. 349-353 [doi]
• Comparing Hypotheses About Sequential Data: A Bayesian Approach and Its ApplicationsFlorian Lemmerich, Philipp Singer, Martin Becker 0003, Lisette Espin Noboa, Dimitar Dimitrov, Denis Helic, Andreas Hotho, Markus Strohmaier. 354-357 [doi]
• Data-Driven Approaches for Smart ParkingFabian Bock, Sergio Di Martino, Monika Sester. 358-362 [doi]
• Image Representation, Annotation and Retrieval with Predictive Clustering TreesIvica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski. 363-367 [doi]
• Music Generation Using Bayesian NetworksTetsuro Kitahara. 368-372 [doi]
• Phenotype Inference from Text and Genomic DataMaria Brbic, Matija Piskorec, Vedrana Vidulin, Anita Krisko, Tomislav Smuc, Fran Supek. 373-377 [doi]
• Process-Based Modeling and Design of Dynamical SystemsJovan Tanevski, Nikola Simidjievski, Ljupco Todorovski, Saso Dzeroski. 378-382 [doi]
• QuickScorer: Efficient Traversal of Large Ensembles of Decision TreesClaudio Lucchese, Franco Maria Nardini, Salvatore Orlando 0001, Raffaele Perego, Nicola Tonellotto, Rossano Venturini. 383-387 [doi]
• Recent Advances in Kernel-Based Graph ClassificationNils M. Kriege, Christopher Morris 0001. 388-392 [doi]
• ASK-the-Expert: Active Learning Based Knowledge Discovery Using the ExpertKamalika Das, Ilya Avrekh, Bryan L. Matthews, Manali Sharma, Nikunj C. Oza. 395-399 [doi]
• Delve: A Data Set Retrieval and Document Analysis SystemUchenna Akujuobi, Xiangliang Zhang. 400-403 [doi]
• Framework for Exploring and Understanding Multivariate CorrelationsLouis Kirsch, Niklas Riekenbrauck, Daniel Thevessen, Marcus Pappik, Axel Stebner, Julius Kunze, Alexander Meissner, Arvind Kumar Shekar, Emmanuel Müller. 404-408 [doi]
• Lit@EVE: Explainable Recommendation Based on Wikipedia Concept VectorsM. Atif Qureshi, Derek Greene. 409-413 [doi]
• Monitoring Physical Activity and Mental Stress Using Wrist-Worn Device and a SmartphoneBozidara Cvetkovic, Martin Gjoreski, Jure Sorn, Pavel Maslov, Mitja Lustrek. 414-418 [doi]
• Tetrahedron: Barycentric Measure VisualizerDariusz Brzezinski, Jerzy Stefanowski, Robert Susmaga, Izabela Szczech. 419-422 [doi]
• TF Boosted Trees: A Scalable TensorFlow Based Framework for Gradient BoostingNatalia Ponomareva, Soroush Radpour, Gilbert Hendry, Salem Haykal, Thomas Colthurst, Petr Mitrichev, Alexander Grushetsky. 423-427 [doi]
• TrajViz: A Tool for Visualizing Patterns and Anomalies in TrajectoryYifeng Gao, Qingzhe Li, Xiaosheng Li, Jessica Lin 0001, Huzefa Rangwala. 428-431 [doi]
• TrAnET: Tracking and Analyzing the Evolution of Topics in Information NetworksLivio Bioglio, Ruggero G. Pensa, Valentina Rho. 432-436 [doi]
• WHODID: Web-Based Interface for Human-Assisted Factory Operations in Fault Detection, Identification and DiagnosisPierre Blanchart, Cédric Gouy-Pailler. 437-441 [doi]