Joint community and anomaly tracking in dynamic networks Jun 25, 2015 Community Detection Time Series
— Unverified GEFCOM 2014 - Probabilistic Electricity Price Forecasting Jun 23, 2015 regression Time Series
— Unverified Nonparametric Bayesian Double Articulation Analyzer for Direct Language Acquisition from Continuous Speech Signals Jun 22, 2015 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Novel Method for Stock Forecasting based on Fuzzy Time Series Combined with the Longest Common/Repeated Sub-sequence Jun 21, 2015 Time Series Time Series Analysis
— Unverified Optimal model-free prediction from multivariate time series Jun 18, 2015 Prediction Time Series
— Unverified Time Series Classification using the Hidden-Unit Logistic Model Jun 16, 2015 Action Recognition Action Unit Detection
— Unverified Robust Structured Low-Rank Approximation on the Grassmannian Jun 12, 2015 Time Series Time Series Analysis
— Unverified An Ensemble method for Content Selection for Data-to-text Systems Jun 9, 2015 General Classification Multi-Label Classification
— Unverified Empirical Studies on Symbolic Aggregation Approximation Under Statistical Perspectives for Knowledge Discovery in Time Series Jun 8, 2015 Time Series Time Series Analysis
— Unverified backShift: Learning causal cyclic graphs from unknown shift interventions Jun 8, 2015 Time Series Time Series Analysis
Code Code Available Data-Driven Learning of the Number of States in Multi-State Autoregressive Models Jun 6, 2015 Model Selection Time Series
— Unverified Optimal change point detection in Gaussian processes Jun 3, 2015 Change Point Detection Gaussian Processes
— Unverified Toward a generic representation of random variables for machine learning Jun 2, 2015 BIG-bench Machine Learning Clustering
— Unverified Imaging Time-Series to Improve Classification and Imputation Jun 1, 2015 Classification General Classification
Code Code Available Efficient combination of pairswise feature networks May 30, 2015 Time Series Time Series Analysis
— Unverified A Critical Review of Recurrent Neural Networks for Sequence Learning May 29, 2015 Handwriting Recognition Image Captioning
Code Code Available Sufficient Forecasting Using Factor Models May 27, 2015 Dimensionality Reduction regression
— Unverified Times series averaging from a probabilistic interpretation of time-elastic kernel May 26, 2015 Clustering Dynamic Time Warping
— Unverified Approximate Joint Diagonalization and Geometric Mean of Symmetric Positive Definite Matrices May 26, 2015 Time Series Analysis
— Unverified Affine and Regional Dynamic Time Warpng May 25, 2015 Dynamic Time Warping Time Series
— Unverified Regulating Greed Over Time in Multi-Armed Bandits May 21, 2015 Multi-Armed Bandits Time Series Analysis
Code Code Available Long-range memory and multifractality in gold markets May 17, 2015 Time Series Time Series Analysis
— Unverified Multifractal characterization of gold market: a multifractal detrended fluctuation analysis May 17, 2015 Time Series Time Series Analysis
— Unverified Forecasting Financial Extremes: A Network Degree Measure of Super-exponential Growth May 15, 2015 Time Series Time Series Analysis
— Unverified Cellular reprogramming dynamics follow a simple one-dimensional reaction coordinate May 14, 2015 Time Series Time Series Analysis
— Unverified Filter characteristics in image decomposition with singular spectrum analysis May 7, 2015 Denoising Image Denoising
— Unverified Cats & Co: Categorical Time Series Coclustering May 6, 2015 Clustering Model Selection
— Unverified Autoencoding Time Series for Visualisation May 5, 2015 Time Series Time Series Analysis
— Unverified Optimal Time-Series Motifs May 3, 2015 Time Series Time Series Analysis
— Unverified Kernel Spectral Clustering and applications May 3, 2015 Clustering Image Segmentation
— Unverified Market forecasting using Hidden Markov Models Apr 29, 2015 Time Series Time Series Analysis
— Unverified Note on Equivalence Between Recurrent Neural Network Time Series Models and Variational Bayesian Models Apr 29, 2015 Time Series Time Series Analysis
— Unverified Differential Recurrent Neural Networks for Action Recognition Apr 25, 2015 Action Recognition Temporal Action Localization
— Unverified A Bayesian approach for structure learning in oscillating regulatory networks Apr 24, 2015 Time Series Time Series Analysis
— Unverified A new approach for physiological time series Apr 23, 2015 Time Series Time Series Analysis
— Unverified Online Learning Algorithm for Time Series Forecasting Suitable for Low Cost Wireless Sensor Networks Nodes Apr 21, 2015 Time Series Time Series Analysis
— Unverified Forecasting trends with asset prices Apr 20, 2015 Time Series Time Series Analysis
— Unverified Estimating the Algorithmic Complexity of Stock Markets Apr 16, 2015 Time Series Time Series Analysis
— Unverified Detrended partial cross-correlation analysis of two nonstationary time series influenced by common external forces Apr 15, 2015 Time Series Time Series Analysis
— Unverified Bidirectional Recurrent Neural Networks as Generative Models - Reconstructing Gaps in Time Series Apr 7, 2015 Bayesian Inference Time Series
— Unverified Eliciting Disease Data from Wikipedia Articles Apr 2, 2015 Articles TAG
— Unverified Structure Learning of Partitioned Markov Networks Apr 2, 2015 Time Series Time Series Analysis
— Unverified Sparse plus low-rank autoregressive identification in neuroimaging time series Mar 30, 2015 Time Series Time Series Analysis
— Unverified A Bayesian Approach to Sparse plus Low rank Network Identification Mar 25, 2015 Network Identification regression
— Unverified Video-Based Action Recognition Using Rate-Invariant Analysis of Covariance Trajectories Mar 23, 2015 Action Recognition General Classification
— Unverified Fusing Continuous-valued Medical Labels using a Bayesian Model Mar 23, 2015 Time Series Time Series Analysis
— Unverified Asymmetric Distributions from Constrained Mixtures Mar 22, 2015 Time Series Time Series Analysis
— Unverified Ultra-Fast Shapelets for Time Series Classification Mar 17, 2015 Classification General Classification
— Unverified Scalable Discovery of Time-Series Shapelets Mar 11, 2015 Clustering General Classification
— Unverified Ranking and significance of variable-length similarity-based time series motifs Mar 6, 2015 Time Series Time Series Analysis
— Unverified 