Machine Learning and Knowledge Discovery in Databases

Applied Data Science track.- A Novel Framework for Online Sales Burst Prediction.- Analyzing Granger causality in climate data with time series classification methods.- Automatic Detection and Recognition of Individuals in Patterned Species.- Boosting Based Multiple Kernel Learning and Transfer Regression for Electricity Load Forecasting.- CREST - Risk Prediction for Clostridium Difficile Infection Using Multimodal Data Mining.- DC-Prophet: Predicting Catastrophic Machine Failures in DataCenters.- Disjoint-Support Factors and Seasonality Estimation in E-Commerce.- Event Detection and Summarization using Phrase Networks: PhraseNet.- Generalising Random Forest Parameter Optimisation to Include Stability and Cost.- Have It Both Ways - from A/B Testing to A&B Testing with Exceptional Model Mining.- Koopman spectral kernels for comparing complex dynamics: Application to multiagent sport plays.- Modeling the Temporal Nature of Human Behavior for Demographics Prediction.- MRNet-Product2Vec: A Multi-task Recurrent Neural Network for Product Embeddings.- Optimal client recommendation for market makers in illiquid financial products.- Predicting Self-reported Customer Satisfaction of Interactions with a Corporate Call Center.- Probabilistic Inference of Twitter Users' Age based on What They Follow.- Quantifying Heterogeneous Causal Treatment Effects in World Bank Development Finance Projects.- RSSI Based Supervised Learning for Uncooperative Direction-Finding.- Sequential Keystroke Behavioral Biometrics for User Identification via Multi-view Deep Learning.- Session-Based Fraud Detection in Online E-Commerce Transactions Using Recurrent Neural Networks.- SINAS: Suspect Investigation Using Offenders' Activity Space.- Stance Classification of Tweets using Skip Char NGrams.- Structural Semantic Models for Automatic Analysis of Urban Areas.- Taking it for a Test Drive: A Hybrid Spatio-temporal Model for Wildlife Poaching Prediction Evaluated through a Controlled Field Test.-