| Quantum Gates and Quantum Circuits of Stock Portfolio | Jul 10, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Leading Indicators for Time Series Predictions | Jul 7, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Anomaly Detection and Removal Using Non-Stationary Gaussian Processes | Jul 2, 2015 | Anomaly DetectionEEG | —Unverified | 0 |
| Impact of non-stationarity on estimating and modeling empirical copulas of daily stock returns | Jun 26, 2015 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Joint community and anomaly tracking in dynamic networks | Jun 25, 2015 | Community DetectionTime Series | —Unverified | 0 |
| GEFCOM 2014 - Probabilistic Electricity Price Forecasting | Jun 23, 2015 | regressionTime Series | —Unverified | 0 |
| A Novel Method for Stock Forecasting based on Fuzzy Time Series Combined with the Longest Common/Repeated Sub-sequence | Jun 21, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Optimal model-free prediction from multivariate time series | Jun 18, 2015 | PredictionTime Series | —Unverified | 0 |
| Time Series Classification using the Hidden-Unit Logistic Model | Jun 16, 2015 | Action RecognitionAction Unit Detection | —Unverified | 0 |
| Robust Structured Low-Rank Approximation on the Grassmannian | Jun 12, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Ensemble method for Content Selection for Data-to-text Systems | Jun 9, 2015 | General ClassificationMulti-Label Classification | —Unverified | 0 |
| Empirical Studies on Symbolic Aggregation Approximation Under Statistical Perspectives for Knowledge Discovery in Time Series | Jun 8, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| backShift: Learning causal cyclic graphs from unknown shift interventions | Jun 8, 2015 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Data-Driven Learning of the Number of States in Multi-State Autoregressive Models | Jun 6, 2015 | Model SelectionTime Series | —Unverified | 0 |
| Optimal change point detection in Gaussian processes | Jun 3, 2015 | Change Point DetectionGaussian Processes | —Unverified | 0 |
| Toward a generic representation of random variables for machine learning | Jun 2, 2015 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Imaging Time-Series to Improve Classification and Imputation | Jun 1, 2015 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Efficient combination of pairswise feature networks | May 30, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Times series averaging from a probabilistic interpretation of time-elastic kernel | May 26, 2015 | ClusteringDynamic Time Warping | —Unverified | 0 |
| Affine and Regional Dynamic Time Warpng | May 25, 2015 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Long-range memory and multifractality in gold markets | May 17, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multifractal characterization of gold market: a multifractal detrended fluctuation analysis | May 17, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting Financial Extremes: A Network Degree Measure of Super-exponential Growth | May 15, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Cellular reprogramming dynamics follow a simple one-dimensional reaction coordinate | May 14, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Filter characteristics in image decomposition with singular spectrum analysis | May 7, 2015 | DenoisingImage Denoising | —Unverified | 0 |
