Deep Mixed Effect Model using Gaussian Processes: A Personalized and Reliable Prediction for Healthcare Jun 5, 2018 Gaussian Processes Time Series
Code Code Available History Playground: A Tool for Discovering Temporal Trends in Massive Textual Corpora Jun 4, 2018 Change Point Detection Time Series
— Unverified Hierarchical Attention-Based Recurrent Highway Networks for Time Series Prediction Jun 2, 2018 Prediction Time Series
Code Code Available Quantifying the dynamics of topical fluctuations in language Jun 2, 2018 Time Series Time Series Analysis
Code Code Available Jerk-Aware Video Acceleration Magnification Jun 1, 2018 Time Series Time Series Analysis
— Unverified Deep Neural Models of Semantic Shift Jun 1, 2018 Time Series Time Series Analysis
— Unverified RiskFinder: A Sentence-level Risk Detector for Financial Reports Jun 1, 2018 Sentence Sentence Embedding
— Unverified Sea surface temperature prediction and reconstruction using patch-level neural network representations Jun 1, 2018 Numerical Integration Time Series
— Unverified Root-cause Analysis for Time-series Anomalies via Spatiotemporal Graphical Modeling in Distributed Complex Systems May 31, 2018 Anomaly Detection Time Series
— Unverified Metric on Nonlinear Dynamical Systems with Perron-Frobenius Operators May 31, 2018 Time Series Time Series Analysis
Code Code Available Predicting County Level Corn Yields Using Deep Long Short Term Memory Models May 30, 2018 Prediction Time Series
— Unverified Unsupervised detection of diachronic word sense evolution May 29, 2018 Time Series Time Series Analysis
— Unverified Currency exchange prediction using machine learning, genetic algorithms and technical analysis May 29, 2018 BIG-bench Machine Learning feature selection
— Unverified BRITS: Bidirectional Recurrent Imputation for Time Series May 27, 2018 General Classification Imputation
Code Code Available Adversarial Constraint Learning for Structured Prediction May 27, 2018 Pose Estimation Prediction
Code Code Available Statistical properties and multifractality of Bitcoin May 26, 2018 Time Series Time Series Analysis
— Unverified Learning Nonlinear Brain Dynamics: van der Pol Meets LSTM May 24, 2018 Data Augmentation parameter estimation
— Unverified Structure Learning from Time Series with False Discovery Control May 24, 2018 Time Series Time Series Analysis
— Unverified Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals May 24, 2018 EEG Electroencephalogram (EEG)
Code Code Available Dynamic Advisor-Based Ensemble (dynABE): Case study in stock trend prediction of critical metal companies May 24, 2018 Stock Prediction Stock Trend Prediction
— Unverified Model Selection in Time Series Analysis: Using Information Criteria as an Alternative to Hypothesis Testing May 23, 2018 Model Selection Relation
— Unverified Optimal Transport for structured data with application on graphs May 23, 2018 Clustering Graph Classification
Code Code Available Machine-learning inference of fluid variables from data using reservoir computing May 23, 2018 BIG-bench Machine Learning Time Series
— Unverified Approximate Newton-based statistical inference using only stochastic gradients May 23, 2018 Time Series Time Series Analysis
— Unverified Multi-Statistic Approximate Bayesian Computation with Multi-Armed Bandits May 22, 2018 Feature Engineering Multi-Armed Bandits
— Unverified Structured Bayesian Gaussian process latent variable model May 22, 2018 Imputation model
— Unverified Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning May 22, 2018 Contrastive Learning Representation Learning
Code Code Available NEWMA: a new method for scalable model-free online change-point detection May 21, 2018 Change Point Detection Time Series
Code Code Available STS Classification with Dual-stream CNN May 20, 2018 Activity Recognition Classification
— Unverified DLBI: Deep learning guided Bayesian inference for structure reconstruction of super-resolution fluorescence microscopy May 20, 2018 Bayesian Inference Deep Learning
Code Code Available On Attention Models for Human Activity Recognition May 19, 2018 Activity Recognition Human Activity Recognition
— Unverified Deep Generative Markov State Models May 19, 2018 Time Series Time Series Analysis
Code Code Available Multitaper Spectral Estimation HDP-HMMs for EEG Sleep Inference May 18, 2018 EEG Electroencephalogram (EEG)
— Unverified Taxi demand forecasting: A HEDGE based tessellation strategy for improved accuracy May 17, 2018 Demand Forecasting Time Series Analysis
— Unverified Analyzing high-dimensional time-series data using kernel transfer operator eigenfunctions May 16, 2018 Time Series Time Series Analysis
— Unverified A Tempt to Unify Heterogeneous Driving Databases using Traffic Primitives May 13, 2018 Autonomous Vehicles Time Series
— Unverified Improved Predictive Models for Acute Kidney Injury with IDEAs: Intraoperative Data Embedded Analytics May 11, 2018 Time Series Time Series Analysis
— Unverified Robust and Scalable Models of Microbiome Dynamics May 11, 2018 Time Series Analysis
— Unverified Structural Breaks in Time Series May 10, 2018 Time Series Time Series Analysis
— Unverified Density Forecasts in Panel Data Models: A Semiparametric Bayesian Perspective May 10, 2018 Density Estimation Time Series
— Unverified Towards a universal neural network encoder for time series May 10, 2018 Time Series Time Series Analysis
— Unverified An Unsupervised Clustering-Based Short-Term Solar Forecasting Methodology Using Multi-Model Machine Learning Blending May 10, 2018 BIG-bench Machine Learning Clustering
— Unverified Foundations of Sequence-to-Sequence Modeling for Time Series May 9, 2018 Time Series Time Series Analysis
— Unverified Learning representations for multivariate time series with missing data using Temporal Kernelized Autoencoders May 9, 2018 Dimensionality Reduction General Classification
— Unverified Real-time regression analysis with deep convolutional neural networks May 7, 2018 Deep Learning regression
Code Code Available 30m resolution Global Annual Burned Area Mapping based on Landsat images and Google Earth Engine May 7, 2018 Fire Detection Time Series
— Unverified Dynamic and Static Topic Model for Analyzing Time-Series Document Collections May 6, 2018 Articles Time Series
— Unverified Modeling Dengue Vector Population Using Remotely Sensed Data and Machine Learning May 4, 2018 BIG-bench Machine Learning Earth Observation
— Unverified Using Quantum Mechanics to Cluster Time Series May 4, 2018 Clustering Time Series
— Unverified An Evaluation of Classification and Outlier Detection Algorithms May 2, 2018 Classification General Classification
— Unverified 