A Data-Driven Approach for Predicting Vegetation-Related Outages in Power Distribution Systems Jul 17, 2018 BIG-bench Machine Learning Time Series
— Unverified Scene Learning: Deep Convolutional Networks For Wind Power Prediction by Embedding Turbines into Grid Space Jul 16, 2018 Time Series Time Series Analysis
— Unverified Time Series Deinterleaving of DNS Traffic Jul 16, 2018 BIG-bench Machine Learning Time Series
— Unverified Assessment of electrical and infrastructure recovery in Puerto Rico following hurricane Maria using a multisource time series of satellite imagery Jul 16, 2018 Change Detection Time Series
— Unverified Analysis of Advisor Portfolio using Multivariate Time Series and Cosine Similarity Jul 13, 2018 Time Series Time Series Analysis
— Unverified Tracking the Evolution of Words with Time-reflective Text Representations Jul 12, 2018 Articles Time Series Analysis
— Unverified Inferring Multidimensional Rates of Aging from Cross-Sectional Data Jul 12, 2018 Human Aging Time Series
Code Code Available SVD-based Visualisation and Approximation for Time Series Data in Smart Energy Systems Jul 11, 2018 Time Series Time Series Analysis
— Unverified A Stochastic Hybrid Framework for Driver Behavior Modeling Based on Hierarchical Dirichlet Process Jul 11, 2018 Bayesian Inference Time Series
— Unverified Adaptive Learning Method of Recurrent Temporal Deep Belief Network to Analyze Time Series Data Jul 11, 2018 Time Series Time Series Analysis
— Unverified A deep learning architecture to detect events in EEG signals during sleep Jul 11, 2018 EEG Electroencephalogram (EEG)
Code Code Available Shortening Time Required for Adaptive Structural Learning Method of Deep Belief Network with Multi-Modal Data Arrangement Jul 11, 2018 Deep Learning Time Series
— Unverified Knowledge Extracted from Recurrent Deep Belief Network for Real Time Deterministic Control Jul 11, 2018 Deep Learning General Classification
— Unverified A Recurrent Neural Network Survival Model: Predicting Web User Return Time Jul 11, 2018 Survival Analysis Time Series
Code Code Available Exploiting statistical dependencies of time series with hierarchical correlation reconstruction Jul 11, 2018 Time Series Time Series Analysis
— Unverified Recurrent Auto-Encoder Model for Large-Scale Industrial Sensor Signal Analysis Jul 10, 2018 Clustering Decoder
Code Code Available Thresholded ConvNet Ensembles: Neural Networks for Technical Forecasting Jul 9, 2018 Time Series Time Series Analysis
— Unverified Process Monitoring Using Maximum Sequence Divergence Jul 9, 2018 Anomaly Detection Temporal Sequences
— Unverified Learning The Sequential Temporal Information with Recurrent Neural Networks Jul 8, 2018 Image Captioning Language Modeling
— Unverified A Variational Time Series Feature Extractor for Action Prediction Jul 6, 2018 Action Recognition Prediction
Code Code Available Transfer Learning for Clinical Time Series Analysis using Recurrent Neural Networks Jul 4, 2018 Mortality Prediction Time Series
— Unverified Adversarial Robustness Toolbox v1.0.0 Jul 3, 2018 Adversarial Robustness BIG-bench Machine Learning
Code Code Available Mining Illegal Insider Trading of Stocks: A Proactive Approach Jul 2, 2018 Time Series Time Series Analysis
— Unverified Dynamic Prediction Length for Time Series with Sequence to Sequence Networks Jul 2, 2018 Prediction Time Series
— Unverified Improving Optimization in Models With Continuous Symmetry Breaking Jul 1, 2018 Representation Learning Time Series
— Unverified Hierarchical Deep Generative Models for Multi-Rate Multivariate Time Series Jul 1, 2018 State Space Models Time Series
— Unverified Deep Bayesian Nonparametric Tracking Jul 1, 2018 Time Series Time Series Analysis
— Unverified Robust and Scalable Models of Microbiome Dynamics Jul 1, 2018 Time Series Analysis
— Unverified Stock Movement Prediction from Tweets and Historical Prices Jul 1, 2018 Feature Engineering Prediction
Code Code Available Accurate Uncertainties for Deep Learning Using Calibrated Regression Jul 1, 2018 Deep Learning Model-based Reinforcement Learning
Code Code Available Sampling and Reconstruction of Signals on Product Graphs Jun 30, 2018 Active Learning Recommendation Systems
Code Code Available An Introduction to Animal Movement Modeling with Hidden Markov Models using Stan for Bayesian Inference Jun 27, 2018 Bayesian Inference Time Series
— Unverified Nonlinearity in stock networks Jun 26, 2018 Time Series Time Series Analysis
— Unverified Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis Jun 23, 2018 Deep Learning General Classification
Code Code Available Focusing on What is Relevant: Time-Series Learning and Understanding using Attention Jun 22, 2018 General Classification Time Series
— Unverified What Makes An Asset Useful? Jun 21, 2018 Time Series Time Series Analysis
— Unverified Complex Gated Recurrent Neural Networks Jun 21, 2018 Human motion prediction motion prediction
Code Code Available A Review of Network Inference Techniques for Neural Activation Time Series Jun 20, 2018 Point Processes Time Series
Code Code Available Kernel Methods for Nonlinear Connectivity Detection Jun 19, 2018 Time Series Time Series Analysis
— Unverified Denoising Time Series Data Using Asymmetric Generative Adversarial Networks Jun 17, 2018 Denoising EEG
— Unverified Multi-variable LSTM neural network for autoregressive exogenous model Jun 17, 2018 Time Series Time Series Analysis
— Unverified Deep Learning with Convolutional Neural Network for Objective Skill Evaluation in Robot-assisted Surgery Jun 15, 2018 Time Series Time Series Analysis
— Unverified Differentiable Compositional Kernel Learning for Gaussian Processes Jun 12, 2018 Bayesian Optimization Gaussian Processes
Code Code Available A review on distance based time series classification Jun 12, 2018 Classification General Classification
— Unverified The Role of Agricultural Sector Productivity in Economic Growth: The Case of Iran's Economic Development Plan Jun 11, 2018 Management Time Series
— Unverified Stationary Geometric Graphical Model Selection Jun 10, 2018 model Model Selection
— Unverified Discovering Signals from Web Sources to Predict Cyber Attacks Jun 8, 2018 Time Series Time Series Analysis
— Unverified SOM-VAE: Interpretable Discrete Representation Learning on Time Series Jun 6, 2018 Clustering Dimensionality Reduction
Code Code Available EigenNetworks Jun 5, 2018 Descriptive Time Series
— Unverified EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals Jun 5, 2018 Data Augmentation EEG
Code Code Available 