Low-dimensional Models in Spatio-Temporal Wind Speed Forecasting Mar 4, 2015 Compressive Sensing Time Series
— Unverified Telling cause from effect in deterministic linear dynamical systems Mar 4, 2015 Causal Discovery Causal Inference
— Unverified Signal Processing on Graphs: Causal Modeling of Unstructured Data Feb 28, 2015 Time Series Time Series Analysis
— Unverified Iteratively reweighted adaptive lasso for conditional heteroscedastic time series with applications to AR-ARCH type processes Feb 23, 2015 Time Series Time Series Analysis
— Unverified Contour map of estimation error for Expected Shortfall Feb 22, 2015 Time Series Time Series Analysis
— Unverified Real time clustering of time series using triangular potentials Feb 18, 2015 Clustering Time Series
— Unverified Temporal Embedding in Convolutional Neural Networks for Robust Learning of Abstract Snippets Feb 18, 2015 Prediction Time Series
— Unverified Generalized Gradient Learning on Time Series under Elastic Transformations Feb 17, 2015 Dynamic Time Warping Time Series
— Unverified Exploring Transfer Function Nonlinearity in Echo State Networks Feb 16, 2015 Time Series Analysis Time Series Prediction
— Unverified Variable and Fixed Interval Exponential Smoothing Feb 11, 2015 Time Series Time Series Analysis
— Unverified Dependent Matérn Processes for Multivariate Time Series Feb 11, 2015 Computational Efficiency Time Series
— Unverified Product Reservoir Computing: Time-Series Computation with Multiplicative Neurons Feb 3, 2015 Time Series Time Series Analysis
— Unverified Detrended Partial-Cross-Correlation Analysis: A New Method for Analyzing Correlations in Complex System Jan 30, 2015 Time Series Analysis
Code Code Available An Ordinal Pattern Approach to Detect and to Model Leverage Effects and Dependence Structures Between Financial Time Series Jan 29, 2015 Time Series Time Series Analysis
— Unverified Interpreting 16S metagenomic data without clustering to achieve sub-OTU resolution Jan 29, 2015 Clustering TAG
— Unverified Particle swarm optimization for time series motif discovery Jan 29, 2015 Time Series Time Series Analysis
— Unverified The Western Africa Ebola virus disease epidemic exhibits both global exponential and local polynomial growth rates Jan 27, 2015 Time Series Analysis
— Unverified The search for candidate relevant subsets of variables in complex systems Jan 27, 2015 Time Series Analysis
— Unverified A novel spectral method for inferring general diploid selection from time series genetic data Jan 26, 2015 Time Series Time Series Analysis
— Unverified Data manipulation detection via permutation information theory quantifiers Jan 16, 2015 Time Series Time Series Analysis
— Unverified Spatiotemporal clustering, climate periodicity, and social-ecological risk factors for dengue during an outbreak in Machala, Ecuador, in 2010 Jan 13, 2015 Model Selection Time Series
— Unverified Efficiently Discovering Frequent Motifs in Large-scale Sensor Data Jan 2, 2015 Anomaly Detection Clustering
— Unverified An Empirical Study of the L2-Boost technique with Echo State Networks Jan 2, 2015 Time Series Time Series Analysis
— Unverified Reasoning for Improved Sensor Data Interpretation in a Smart Home Dec 26, 2014 Time Series Time Series Analysis
— Unverified Generative Modeling of Hidden Functional Brain Networks Dec 20, 2014 Functional Connectivity Time Series
— Unverified Variational Recurrent Auto-Encoders Dec 20, 2014 Time Series Time Series Analysis
Code Code Available Reverse Engineering Chemical Reaction Networks from Time Series Data Dec 19, 2014 Time Series Time Series Analysis
— Unverified Pooled Motion Features for First-Person Videos Dec 19, 2014 Activity Recognition Activity Recognition In Videos
Code Code Available ANN Model to Predict Stock Prices at Stock Exchange Markets Dec 17, 2014 Prediction Time Series
— Unverified High Dimensional Forecasting via Interpretable Vector Autoregression Dec 17, 2014 Time Series Time Series Analysis
— Unverified Estimation of Large Covariance and Precision Matrices from Temporally Dependent Observations Dec 16, 2014 Functional Connectivity Time Series
Code Code Available Machine Learning for Neuroimaging with Scikit-Learn Dec 12, 2014 BIG-bench Machine Learning Time Series
Code Code Available Subspace based low rank and joint sparse matrix recovery Dec 5, 2014 Time Series Time Series Analysis
— Unverified Highly comparative fetal heart rate analysis Dec 3, 2014 Time Series Time Series Analysis
— Unverified On-line Summarization of Time-series Documents using a Graph-based Algorithm Dec 1, 2014 Time Series Time Series Analysis
— Unverified Modeling Deep Temporal Dependencies with Recurrent Grammar Cells"" Dec 1, 2014 Time Series Time Series Analysis
— Unverified Analysis of Brain States from Multi-Region LFP Time-Series Dec 1, 2014 Gaussian Processes Time Series
— Unverified Covariance shrinkage for autocorrelated data Dec 1, 2014 EEG Electroencephalogram (EEG)
— Unverified Tree-structured Gaussian Process Approximations Dec 1, 2014 Imputation regression
— Unverified Multi-scale Graphical Models for Spatio-Temporal Processes Dec 1, 2014 Geophysics Time Series
— Unverified Learning convolution filters for inverse covariance estimation of neural network connectivity Dec 1, 2014 CPU Time Series
— Unverified Coresets for k-Segmentation of Streaming Data Dec 1, 2014 Segmentation Time Series
— Unverified How to monitor and mitigate stair-casing in l1 trend filtering Dec 1, 2014 Denoising Time Series
— Unverified An Infra-Structure for Performance Estimation and Experimental Comparison of Predictive Models in R Dec 1, 2014 General Classification regression
Code Code Available Clustering evolving data using kernel-based methods Nov 20, 2014 Clustering Community Detection
— Unverified Causal Inference by Identification of Vector Autoregressive Processes with Hidden Components Nov 14, 2014 Causal Inference Time Series
— Unverified Statistically Significant Detection of Linguistic Change Nov 12, 2014 Change Point Detection Time Series
— Unverified A Short Image Series Based Scheme for Time Series Digital Image Correlation Oct 28, 2014 STS Time Series
— Unverified Fast Function to Function Regression Oct 27, 2014 regression Time Series
— Unverified Multiple Output Regression with Latent Noise Oct 27, 2014 regression Time Series
— Unverified 