| Searching for Biophysically Realistic Parameters for Dynamic Neuron Models by Genetic Algorithms from Calcium Imaging Recording | Nov 4, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Channel masking for multivariate time series shapelets | Nov 2, 2017 | General ClassificationTime Series | —Unverified | 0 |
| Long-term Forecasting using Higher Order Tensor RNNs | Oct 31, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Using the quantization error from Self-Organized Map (SOM) output for detecting critical variability in large bodies of image time series in less than a minute | Oct 29, 2017 | QuantizationTime Series | —Unverified | 0 |
| It's Time to Consider "Time" when Evaluating Recommender-System Algorithms [Proposal] | Oct 29, 2017 | PositionRecommendation Systems | —Unverified | 0 |
| Transform-Invariant Non-Parametric Clustering of Covariance Matrices and its Application to Unsupervised Joint Segmentation and Action Discovery | Oct 27, 2017 | ClusteringTime Series | CodeCode Available | 0 |
| Fine-grained Pattern Matching Over Streaming Time Series | Oct 27, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Elucidation of time-dependent systems biology cell response patterns with time course network enrichment | Oct 27, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Segment Parameter Labelling in MCMC Mean-Shift Change Detection | Oct 26, 2017 | Change DetectionChange Point Detection | —Unverified | 0 |
| Fast and Scalable Distributed Deep Convolutional Autoencoder for fMRI Big Data Analytics | Oct 24, 2017 | blind source separationDictionary Learning | —Unverified | 0 |
| Exact Mean Computation in Dynamic Time Warping Spaces | Oct 24, 2017 | BenchmarkingDynamic Time Warping | —Unverified | 0 |
| Calibration of Machine Learning Classifiers for Probability of Default Modelling | Oct 24, 2017 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Benchmark of Deep Learning Models on Large Healthcare MIMIC Datasets | Oct 23, 2017 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| A Unified Framework for Long Range and Cold Start Forecasting of Seasonal Profiles in Time Series | Oct 23, 2017 | Recommendation SystemsTime Series | —Unverified | 0 |
| Learning compressed representations of blood samples time series with missing data | Oct 20, 2017 | General ClassificationMissing Values | CodeCode Available | 0 |
| The Origins of Computational Mechanics: A Brief Intellectual History and Several Clarifications | Oct 18, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Temporally-Reweighted Chinese Restaurant Process Mixtures for Clustering, Imputing, and Forecasting Multivariate Time Series | Oct 18, 2017 | ClusteringImputation | CodeCode Available | 0 |
| Replacement AutoEncoder: A Privacy-Preserving Algorithm for Sensory Data Analysis | Oct 18, 2017 | Activity RecognitionPrivacy Preserving | CodeCode Available | 0 |
| Robust Maximum Likelihood Estimation of Sparse Vector Error Correction Model | Oct 16, 2017 | Dimensionality ReductionEconometrics | —Unverified | 0 |
| Time Series Prediction : Predicting Stock Price | Oct 16, 2017 | PredictionTime Series | —Unverified | 0 |
| Potential Conditional Mutual Information: Estimators, Properties and Applications | Oct 13, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Explaining Aviation Safety Incidents Using Deep Temporal Multiple Instance Learning | Oct 12, 2017 | Multiple Instance LearningTime Series | —Unverified | 0 |
| Deep Learning in Multiple Multistep Time Series Prediction | Oct 12, 2017 | Deep LearningPrediction | —Unverified | 0 |
| Forecasting Across Time Series Databases using Recurrent Neural Networks on Groups of Similar Series: A Clustering Approach | Oct 9, 2017 | BenchmarkingClustering | CodeCode Available | 0 |
| Neuro Fuzzy Modelling for Prediction of Consumer Price Index | Oct 9, 2017 | PredictionTime Series | —Unverified | 0 |
| Bayesian Alignments of Warped Multi-Output Gaussian Processes | Oct 8, 2017 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Solving differential equations with unknown constitutive relations as recurrent neural networks | Oct 6, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Discovering Playing Patterns: Time Series Clustering of Free-To-Play Game Data | Oct 6, 2017 | ClusteringGeneral Classification | —Unverified | 0 |
| Forecasting Player Behavioral Data and Simulating in-Game Events | Oct 5, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multifractal analysis of the time series of daily means of wind speed in complex regions | Oct 4, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Indexing the Event Calculus with Kd-trees to Monitor Diabetes | Oct 3, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Classification of Time-Series Images Using Deep Convolutional Neural Networks | Oct 2, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Learning Predictive Leading Indicators for Forecasting Time Series Systems with Unknown Clusters of Forecast Tasks | Oct 2, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| DeepTFP: Mobile Time Series Data Analytics based Traffic Flow Prediction | Oct 1, 2017 | PredictionTime Series | CodeCode Available | 0 |
| Wikipedia graph mining: dynamic structure of collective memory | Oct 1, 2017 | ArticlesEvent Extraction | CodeCode Available | 0 |
| Comparison of PCA with ICA from data distribution perspective | Sep 29, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Model-free prediction of noisy chaotic time series by deep learning | Sep 29, 2017 | PredictionTime Series | —Unverified | 0 |
| Learning the Exact Topology of Undirected Consensus Networks | Sep 29, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Symbolic Analysis-based Reduced Order Markov Modeling of Time Series Data | Sep 26, 2017 | Bayesian InferenceClustering | —Unverified | 0 |
| House Price Prediction Using LSTM | Sep 25, 2017 | PredictionTime Series | —Unverified | 0 |
| Feature-based time-series analysis | Sep 23, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| When Traffic Flow Prediction Meets Wireless Big Data Analytics | Sep 23, 2017 | PredictionTime Series | —Unverified | 0 |
| Cross-modal Recurrent Models for Weight Objective Prediction from Multimodal Time-series Data | Sep 23, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Nonnegative matrix factorization with side information for time series recovery and prediction | Sep 19, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep-Learnt Classification of Light Curves | Sep 19, 2017 | AstronomyClassification | CodeCode Available | 0 |
| Kinetic theory and Brazilian income distribution | Sep 19, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A textual transform of multivariate time-series for prognostics | Sep 19, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Social Style Characterization from Egocentric Photo-streams | Sep 18, 2017 | DiversityTime Series | —Unverified | 0 |
| A new approach to the modeling of financial volumes | Sep 18, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Granger Mediation Analysis of Multiple Time Series with an Application to fMRI | Sep 15, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |