Detecting and Explaining Causes From Text For a Time Series Event Jul 27, 2017 Time Series Time Series Analysis
Code Code Available Variational online learning of neural dynamics Jul 27, 2017 Decision Making Experimental Design
Code Code Available Direct Load Control of Thermostatically Controlled Loads Based on Sparse Observations Using Deep Reinforcement Learning Jul 26, 2017 Deep Reinforcement Learning Reinforcement Learning
— Unverified Cell cycle time series gene expression data encoded as cyclic attractors in Hopfield systems Jul 24, 2017 Time Series Time Series Analysis
— Unverified Copy the dynamics using a learning machine Jul 24, 2017 Time Series Time Series Analysis
— Unverified Deep Forecast: Deep Learning-based Spatio-Temporal Forecasting Jul 24, 2017 Deep Learning Spatio-Temporal Forecasting
Code Code Available Time Series Compression Based on Adaptive Piecewise Recurrent Autoencoder Jul 23, 2017 Decoder Time Series
— Unverified Lagrange regularisation approach to compare nested data sets and determine objectively financial bubbles' inceptions Jul 22, 2017 Time Series Time Series Analysis
— Unverified A signature-based machine learning model for bipolar disorder and borderline personality disorder Jul 22, 2017 BIG-bench Machine Learning Time Series
Code Code Available Ultraslow diffusion in language: Dynamics of appearance of already popular adjectives on Japanese blogs Jul 21, 2017 Articles Time Series
— Unverified Prolongation of SMAP to Spatio-temporally Seamless Coverage of Continental US Using a Deep Learning Neural Network Jul 20, 2017 Time Series Time Series Analysis
— Unverified Recovering Latent Signals from a Mixture of Measurements using a Gaussian Process Prior Jul 19, 2017 Bayesian Inference Time Series
— Unverified Correlations and Flow of Information between The New York Times and Stock Markets Jul 18, 2017 Sentiment Analysis Time Series
— Unverified Deep Learning to Attend to Risk in ICU Jul 17, 2017 Decision Making Deep Learning
— Unverified Variational approach for learning Markov processes from time series data Jul 14, 2017 Management Model Selection
— Unverified Improving Sparsity in Kernel Adaptive Filters Using a Unit-Norm Dictionary Jul 13, 2017 Time Series Time Series Analysis
— Unverified Portfolio Risk Assessment using Copula Models Jul 12, 2017 Time Series Time Series Analysis
— Unverified Bayesian Realized-GARCH Models for Financial Tail Risk Forecasting Incorporating Two-sided Weibull Distribution Jul 11, 2017 Time Series Time Series Analysis
— Unverified Distance-to-Mean Continuous Conditional Random Fields to Enhance Prediction Problem in Traffic Flow Data Jul 11, 2017 Time Series Time Series Analysis
— Unverified Initialising Kernel Adaptive Filters via Probabilistic Inference Jul 11, 2017 Time Series Time Series Analysis
— Unverified DeepTrend: A Deep Hierarchical Neural Network for Traffic Flow Prediction Jul 11, 2017 Prediction Time Series
— Unverified Look Who's Talking: Bipartite Networks as Representations of a Topic Model of New Zealand Parliamentary Speeches Jul 11, 2017 Time Series Analysis
— Unverified Composition Properties of Inferential Privacy for Time-Series Data Jul 10, 2017 Time Series Time Series Analysis
— Unverified Semi-Supervised Haptic Material Recognition for Robots using Generative Adversarial Networks Jul 10, 2017 Material Recognition Time Series
Code Code Available Visual Analytics of Movement Pattern Based on Time-Spatial Data: A Neural Net Approach Jul 9, 2017 Clustering Management
— Unverified Tailoring Artificial Neural Networks for Optimal Learning Jul 8, 2017 Time Series Time Series Analysis
Code Code Available Option Pricing and Hedging for Discrete Time Autoregressive Hidden Markov Model Jul 7, 2017 Time Series Time Series Analysis
Code Code Available Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting Jul 6, 2017 Decoder Multivariate Time Series Forecasting
Code Code Available A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series Jul 5, 2017 Classification EEG
Code Code Available Structured Black Box Variational Inference for Latent Time Series Models Jul 4, 2017 Collaborative Filtering Time Series
— Unverified Causal Consistency of Structural Equation Models Jul 4, 2017 Time Series Time Series Analysis
— Unverified Multi-period Time Series Modeling with Sparsity via Bayesian Variational Inference Jul 3, 2017 Time Series Time Series Analysis
— Unverified Automatic Cardiac Disease Assessment on cine-MRI via Time-Series Segmentation and Domain Specific Features Jul 3, 2017 Diagnostic General Classification
Code Code Available Hybrid Neural Networks for Learning the Trend in Time Series Jul 1, 2017 Time Series Time Series Analysis
— Unverified Probabilistic Temporal Subspace Clustering Jul 1, 2017 Clustering Time Series
— Unverified Modeling Sub-Event Dynamics in First-Person Action Recognition Jul 1, 2017 Action Recognition Temporal Action Localization
— Unverified Learning to Generate Market Comments from Stock Prices Jul 1, 2017 Decoder Informativeness
— Unverified Empirical analysis of daily cash flow time series and its implications for forecasting Jun 29, 2017 Management Time Series
— Unverified Energy-Based Sequence GANs for Recommendation and Their Connection to Imitation Learning Jun 28, 2017 Imitation Learning Recommendation Systems
— Unverified Forecasting and Granger Modelling with Non-linear Dynamical Dependencies Jun 27, 2017 Time Series Time Series Analysis
Code Code Available Introducing Data Primitives: Data Formats for the SKED Framework Jun 25, 2017 Time Series Time Series Analysis
— Unverified Compressed Factorization: Fast and Accurate Low-Rank Factorization of Compressively-Sensed Data Jun 25, 2017 EEG Electroencephalogram (EEG)
— Unverified Reservoir Computing on the Hypersphere Jun 24, 2017 Time Series Time Series Analysis
— Unverified TimeNet: Pre-trained deep recurrent neural network for time series classification Jun 23, 2017 Dynamic Time Warping General Classification
Code Code Available Deep Transfer Learning: A new deep learning glitch classification method for advanced LIGO Jun 22, 2017 Clustering General Classification
— Unverified Short-Term Forecasting of Passenger Demand under On-Demand Ride Services: A Spatio-Temporal Deep Learning Approach Jun 20, 2017 Demand Forecasting feature selection
— Unverified Bayesian multi--dipole localization and uncertainty quantification from simultaneous EEG and MEG recordings Jun 19, 2017 EEG Electroencephalogram (EEG)
— Unverified Infinite Mixture Model of Markov Chains Jun 19, 2017 model Prediction
— Unverified Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier Jun 13, 2017 Gaussian Processes Time Series
Code Code Available Analysis of cyclical behavior in time series of stock market returns Jun 12, 2017 Time Series Time Series Analysis
— Unverified 