| Deep Learning in Multiple Multistep Time Series Prediction | Oct 12, 2017 | Deep LearningPrediction | —Unverified | 0 |
| Explaining Aviation Safety Incidents Using Deep Temporal Multiple Instance Learning | Oct 12, 2017 | Multiple Instance LearningTime Series | —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 |
| Wikipedia graph mining: dynamic structure of collective memory | Oct 1, 2017 | ArticlesEvent Extraction | CodeCode Available | 0 |
| DeepTFP: Mobile Time Series Data Analytics based Traffic Flow Prediction | Oct 1, 2017 | PredictionTime Series | 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 |
| When Traffic Flow Prediction Meets Wireless Big Data Analytics | Sep 23, 2017 | PredictionTime Series | —Unverified | 0 |
| Feature-based time-series analysis | Sep 23, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Cross-modal Recurrent Models for Weight Objective Prediction from Multimodal Time-series Data | Sep 23, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Kinetic theory and Brazilian income distribution | Sep 19, 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 |
| A textual transform of multivariate time-series for prognostics | Sep 19, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A new approach to the modeling of financial volumes | Sep 18, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Social Style Characterization from Egocentric Photo-streams | Sep 18, 2017 | DiversityTime Series | —Unverified | 0 |
| Granger Mediation Analysis of Multiple Time Series with an Application to fMRI | Sep 15, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Anomaly Detection for a Water Treatment System Using Unsupervised Machine Learning | Sep 15, 2017 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Motif-based Rule Discovery for Predicting Real-valued Time Series | Sep 14, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting | Sep 14, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| On Early-stage Debunking Rumors on Twitter: Leveraging the Wisdom of Weak Learners | Sep 13, 2017 | General ClassificationTime Series | —Unverified | 0 |
| Discovering Potential Correlations via Hypercontractivity | Sep 12, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Cascaded Region-based Densely Connected Network for Event Detection: A Seismic Application | Sep 12, 2017 | 2D Object DetectionAbnormal Event Detection In Video | —Unverified | 0 |
| Support Spinor Machine | Sep 11, 2017 | General ClassificationOne-Class Classification | —Unverified | 0 |
| R2N2: Residual Recurrent Neural Networks for Multivariate Time Series Forecasting | Sep 10, 2017 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| LSTM Fully Convolutional Networks for Time Series Classification | Sep 8, 2017 | General ClassificationOutlier Detection | CodeCode Available | 1 |
| RNN-based Early Cyber-Attack Detection for the Tennessee Eastman Process | Sep 7, 2017 | Cyber Attack DetectionFault Detection | —Unverified | 0 |
| Basic Filters for Convolutional Neural Networks Applied to Music: Training or Design? | Sep 7, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep and Confident Prediction for Time Series at Uber | Sep 6, 2017 | Anomaly DetectionPrediction | CodeCode Available | 1 |
| Boosting the kernelized shapelets: Theory and algorithms for local features | Sep 5, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Tensor Representation in High-Frequency Financial Data for Price Change Prediction | Sep 5, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Towards social pattern characterization in egocentric photo-streams | Sep 5, 2017 | DiversityTime Series | —Unverified | 0 |
| Predicting Remaining Useful Life using Time Series Embeddings based on Recurrent Neural Networks | Sep 4, 2017 | Missing ValuesTime Series | —Unverified | 0 |
| Forecasting Consumer Spending from Purchase Intentions Expressed on Social Media | Sep 1, 2017 | regressionSentiment Analysis | —Unverified | 0 |
| Can Agent-Based Models Probe Market Microstructure? | Aug 31, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A State-Space Approach to Dynamic Nonnegative Matrix Factorization | Aug 31, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Interpretable Categorization of Heterogeneous Time Series Data | Aug 30, 2017 | ClusteringCollision Avoidance | —Unverified | 0 |
| On the Reconstruction Risk of Convolutional Sparse Dictionary Learning | Aug 29, 2017 | Dictionary LearningTime Series | CodeCode Available | 0 |