Estimation and Inference on Heterogeneous Treatment Effects in High-Dimensional Dynamic Panels under Weak Dependence Dec 28, 2017 Causal Inference Model Selection
— Unverified A Composite Quantile Fourier Neural Network for Multi-Step Probabilistic Forecasting of Nonstationary Univariate Time Series Dec 27, 2017 Form Prediction Intervals
— Unverified An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Framework Dec 27, 2017 Stock Price Prediction Time Series
— Unverified Co-Morbidity Exploration on Wearables Activity Data Using Unsupervised Pre-training and Multi-Task Learning Dec 27, 2017 Decision Making Management
— Unverified Variational Bayes Estimation of Discrete-Margined Copula Models with Application to Time Series Dec 26, 2017 Time Series Time Series Analysis
— Unverified An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic Controls Dec 25, 2017 Causal Inference Conformal Prediction
Code Code Available Online Forecasting Matrix Factorization Dec 23, 2017 Missing Values Time Series
— Unverified Towards dense object tracking in a 2D honeybee hive Dec 22, 2017 Object Object Detection
Code Code Available Dropout Feature Ranking for Deep Learning Models Dec 22, 2017 Deep Learning Time Series
Code Code Available DancingLines: An Analytical Scheme to Depict Cross-Platform Event Popularity Dec 22, 2017 Diversity Dynamic Time Warping
— Unverified Multi-task learning of time series and its application to the travel demand Dec 21, 2017 Dynamic Time Warping Multi-Task Learning
— Unverified Estimating activity cycles with probabilistic methods II. The Mount Wilson Ca H&K data Dec 21, 2017 Gaussian Processes Time Series
— Unverified Multi-dimensional Graph Fourier Transform Dec 21, 2017 Time Series Analysis
— Unverified Estimating activity cycles with probabilistic methods I. Bayesian Generalised Lomb-Scargle Periodogram with Trend Dec 21, 2017 Period Estimation Time Series Analysis
Code Code Available Lost in Time: Temporal Analytics for Long-Term Video Surveillance Dec 20, 2017 Descriptive object-detection
— Unverified Contemporary machine learning: a guide for practitioners in the physical sciences Dec 20, 2017 BIG-bench Machine Learning Time Series
— Unverified Multi-shot Pedestrian Re-identification via Sequential Decision Making Dec 19, 2017 Decision Making Reinforcement Learning
— Unverified A Shapelet Transform for Multivariate Time Series Classification Dec 18, 2017 Classification General Classification
— Unverified Squeezed Convolutional Variational AutoEncoder for Unsupervised Anomaly Detection in Edge Device Industrial Internet of Things Dec 18, 2017 Anomaly Detection Edge-computing
— Unverified Accurate Inference for Adaptive Linear Models Dec 18, 2017 Time Series Time Series Analysis
Code Code Available Dynamic Weight Alignment for Temporal Convolutional Neural Networks Dec 18, 2017 Dynamic Time Warping Time Series Analysis
— Unverified Dynamic Boltzmann Machines for Second Order Moments and Generalized Gaussian Distributions Dec 17, 2017 Time Series Time Series Analysis
— Unverified Experimental design trade-offs for gene regulatory network inference: an in silico study of the yeast Saccharomyces cerevisiae cell cycle Dec 14, 2017 Experimental Design Time Series
— Unverified Spatial-temporal wind field prediction by Artificial Neural Networks Dec 13, 2017 Prediction Time Series
— Unverified Causal Patterns: Extraction of multiple causal relationships by Mixture of Probabilistic Partial Canonical Correlation Analysis Dec 12, 2017 Time Series Time Series Analysis
Code Code Available Temporal Stability in Predictive Process Monitoring Dec 12, 2017 Binary Classification Predictive Process Monitoring
Code Code Available Long-Range Correlation Underlying Childhood Language and Generative Models Dec 11, 2017 Time Series Time Series Analysis
— Unverified RNN-based counterfactual prediction, with an application to homestead policy and public schooling Dec 10, 2017 Causal Inference counterfactual
Code Code Available Comparative analysis of criteria for filtering time series of word usage frequencies Dec 10, 2017 Stochastic Optimization Time Series
— Unverified Learning User Intent from Action Sequences on Interactive Systems Dec 4, 2017 Intent Recognition Marketing
— Unverified Temporal Attention augmented Bilinear Network for Financial Time-Series Data Analysis Dec 4, 2017 Time Series Time Series Analysis
Code Code Available TrueSkill Through Time: Revisiting the History of Chess Dec 3, 2017 Time Series Time Series Analysis
Code Code Available YASS: Yet Another Spike Sorter Dec 1, 2017 Clustering CPU
Code Code Available Random Projection Filter Bank for Time Series Data Dec 1, 2017 Time Series Time Series Analysis
— Unverified Dynamic-Depth Context Tree Weighting Dec 1, 2017 Reinforcement Learning Reinforcement Learning (RL)
— Unverified Practical Data-Dependent Metric Compression with Provable Guarantees Dec 1, 2017 Quantization Time Series
— Unverified Subset Selection and Summarization in Sequential Data Dec 1, 2017 Diversity Time Series
— Unverified Generative Adversarial Networks for Electronic Health Records: A Framework for Exploring and Evaluating Methods for Predicting Drug-Induced Laboratory Test Trajectories Dec 1, 2017 Predicting Drug-Induced Laboratory Test Effects Representation Learning
— Unverified Discriminative State Space Models Dec 1, 2017 State Space Models Time Series
— Unverified Preventing Gradient Explosions in Gated Recurrent Units Dec 1, 2017 Language Modeling Language Modelling
— Unverified Multivariate Time Series Classification with WEASEL+MUSE Nov 30, 2017 Classification feature selection
Code Code Available A Neural Stochastic Volatility Model Nov 30, 2017 model Time Series
— Unverified A Multi-Horizon Quantile Recurrent Forecaster Nov 29, 2017 quantile regression regression
Code Code Available Role of Deep LSTM Neural Networks And WiFi Networks in Support of Occupancy Prediction in Smart Buildings Nov 28, 2017 Time Series Time Series Analysis
— Unverified OSTSC: Over Sampling for Time Series Classification in R Nov 27, 2017 Classification General Classification
— Unverified Forecasting of a Hierarchical Functional Time Series on Example of Macromodel for Day and Night Air Pollution in Silesia Region: A Critical Overview Nov 25, 2017 Time Series Time Series Analysis
— Unverified Warped-Linear Models for Time Series Classification Nov 24, 2017 Classification Dynamic Time Warping
— Unverified Random matrix approach to estimation of high-dimensional factor models Nov 23, 2017 Dimensionality Reduction Time Series
— Unverified Variational Encoding of Complex Dynamics Nov 23, 2017 Protein Folding Time Series
Code Code Available An Efficient ADMM Algorithm for Structural Break Detection in Multivariate Time Series Nov 22, 2017 Time Series Time Series Analysis
— Unverified 