| Investigating echo state networks dynamics by means of recurrence analysis | Jan 26, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Stochastic density effects on adult fish survival and implications for population fluctuations | Jan 22, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Orthogonal Echo State Networks and stochastic evaluations of likelihoods | Jan 22, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Model-Coupled Autoencoder for Time Series Visualisation | Jan 21, 2016 | Dimensionality Reductionmodel | —Unverified | 0 |
| Sub-Optimal Multi-Phase Path Planning: A Method for Solving Rubik's Revenge | Jan 20, 2016 | Rubik's CubeTime Series | —Unverified | 0 |
| Bayesian inference of natural selection from allele frequency time series | Jan 20, 2016 | Bayesian InferenceTime Series | —Unverified | 0 |
| A comparison among some Hurst exponent approaches to predict nascent bubbles in 500 company stocks | Jan 16, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Do Mature Economies Grow Exponentially? | Jan 15, 2016 | ArticlesTime Series | —Unverified | 0 |
| Improved graph-based SFA: Information preservation complements the slowness principle | Jan 15, 2016 | MORPHTime Series | —Unverified | 0 |
| Generation of a Supervised Classification Algorithm for Time-Series Variable Stars with an Application to the LINEAR Dataset | Jan 14, 2016 | AstronomyGeneral Classification | —Unverified | 0 |
| Bursty and persistent properties of large-scale brain networks revealed with a point-based method for dynamic functional connectivity | Jan 13, 2016 | Functional ConnectivitySensitivity | —Unverified | 0 |
| Decomposition of Time Series Data of Stock Markets and its Implications for Prediction: An Application for the Indian Auto Sector | Jan 11, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| On Clustering Time Series Using Euclidean Distance and Pearson Correlation | Jan 10, 2016 | ClusteringGeneral Classification | —Unverified | 0 |
| Dense Bag-of-Temporal-SIFT-Words for Time Series Classification | Jan 8, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Utilizing Temporal Information for Taxonomy Construction | Jan 1, 2016 | Question AnsweringTime Series | —Unverified | 0 |
| Feedforward Sequential Memory Networks: A New Structure to Learn Long-term Dependency | Dec 28, 2015 | Language Modellingspeech-recognition | —Unverified | 0 |
| Statistical and Computational Guarantees for the Baum-Welch Algorithm | Dec 27, 2015 | Econometricsspeech-recognition | —Unverified | 0 |
| Choosing Wavelet Methods, Filters, and Lengths for Functional Brain Network Construction | Dec 23, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Multivariate Time Series Classification Using Dynamic Time Warping Template Selection for Human Activity Recognition | Dec 21, 2015 | Activity RecognitionDynamic Time Warping | —Unverified | 0 |
| Regularized Estimation of Piecewise Constant Gaussian Graphical Models: The Group-Fused Graphical Lasso | Dec 19, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multiclass Classification of Cervical Cancer Tissues by Hidden Markov Model | Dec 18, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Probabilistic Programming with Gaussian Process Memoization | Dec 17, 2015 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Time-dependent scaling patterns in high frequency financial data | Dec 16, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Anomalous volatility scaling in high frequency financial data | Dec 16, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Distilling Knowledge from Deep Networks with Applications to Healthcare Domain | Dec 11, 2015 | Computational PhenotypingDecision Making | —Unverified | 0 |
| Temporal Subspace Clustering for Human Motion Segmentation | Dec 1, 2015 | ClusteringMotion Segmentation | —Unverified | 0 |
| GP Kernels for Cross-Spectrum Analysis | Dec 1, 2015 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Sequential visibility-graph motifs | Dec 1, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Rate-Agnostic (Causal) Structure Learning | Dec 1, 2015 | AllTime Series | —Unverified | 0 |
| Minimax Time Series Prediction | Dec 1, 2015 | PredictionTime Series | —Unverified | 0 |
| Bidirectional Recurrent Neural Networks as Generative Models | Dec 1, 2015 | Bayesian InferenceTime Series | —Unverified | 0 |
| Learning Theory and Algorithms for Forecasting Non-stationary Time Series | Dec 1, 2015 | Learning TheoryTime Series | —Unverified | 0 |
| Learning Stationary Time Series using Gaussian Processes with Nonparametric Kernels | Dec 1, 2015 | DenoisingGaussian Processes | —Unverified | 0 |
| Recognizing Temporal Linguistic Expression Pattern of Individual with Suicide Risk on Social Media | Nov 30, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| The Automatic Statistician: A Relational Perspective | Nov 26, 2015 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Black box variational inference for state space models | Nov 23, 2015 | State Space ModelsTime Series | CodeCode Available | 0 |
| Learning Representations Using Complex-Valued Nets | Nov 19, 2015 | Representation LearningTime Series | —Unverified | 0 |
| Learning Representations from EEG with Deep Recurrent-Convolutional Neural Networks | Nov 19, 2015 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Graph-based denoising for time-varying point clouds | Nov 16, 2015 | DenoisingTime Series | —Unverified | 0 |
| Probabilistic Segmentation via Total Variation Regularization | Nov 16, 2015 | Density EstimationSegmentation | —Unverified | 0 |
| A genetic algorithm to discover flexible motifs with support | Nov 16, 2015 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Signal Fluctuation Sensitivity: an improved metric for optimizing detection of resting-state fMRI networks | Nov 13, 2015 | SensitivityTime Series | —Unverified | 0 |
| Seeing the Unseen Network: Inferring Hidden Social Ties from Respondent-Driven Sampling | Nov 13, 2015 | Stochastic OptimizationTime Series | —Unverified | 0 |
| Granger Causality in Multi-variate Time Series using a Time Ordered Restricted Vector Autoregressive Model | Nov 11, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Learning to Diagnose with LSTM Recurrent Neural Networks | Nov 11, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Instantaneous Modelling and Reverse Engineering of DataConsistent Prime Models in Seconds! | Nov 11, 2015 | parameter estimationTime Series | —Unverified | 0 |
| A Winner-Take-All Approach to Emotional Neural Networks with Universal Approximation Property | Nov 8, 2015 | AllGeneral Classification | —Unverified | 0 |
| Prediction of Dynamical time Series Using Kernel Based Regression and Smooth Splines | Oct 31, 2015 | Denoisingregression | —Unverified | 0 |
| Linear-time Detection of Non-linear Changes in Massively High Dimensional Time Series | Oct 28, 2015 | Change DetectionTime Series | —Unverified | 0 |
| Blitzkriging: Kronecker-structured Stochastic Gaussian Processes | Oct 27, 2015 | Gaussian ProcessesGeneral Classification | —Unverified | 0 |