Adaptive-Halting Policy Network for Early Classification Aug 4, 2019 Classification Early Classification
Code Code Available 5 Classification of simulated radio signals using Wide Residual Networks for use in the search for extra-terrestrial intelligence Mar 23, 2018 General Classification Time Series
Code Code Available 5 Feature engineering workflow for activity recognition from synchronized inertial measurement units Dec 18, 2019 Activity Recognition BIG-bench Machine Learning
Code Code Available 5 Feature Selection for Multivariate Time Series via Network Pruning Feb 11, 2021 feature selection Network Pruning
Code Code Available 5 Feature Selection on a Flare Forecasting Testbed: A Comparative Study of 24 Methods Sep 30, 2021 feature selection Time Series
Code Code Available 5 Classification of multivariate weakly-labelled time-series with attention Feb 16, 2021 Classification EEG
Code Code Available 5 Fast Online Deconvolution of Calcium Imaging Data Mar 16, 2017 Time Series Time Series Analysis
Code Code Available 5 Fast fitting of neural ordinary differential equations by Bayesian neural gradient matching to infer ecological interactions from time series data Sep 13, 2022 Time Series Time Series Analysis
Code Code Available 5 Accounting for Temporal Variability in Functional Magnetic Resonance Imaging Improves Prediction of Intelligence Nov 11, 2022 feature selection Functional Connectivity
Code Code Available 5 Fast Gaussian Process Based Gradient Matching for Parameter Identification in Systems of Nonlinear ODEs Apr 12, 2018 regression Time Series
Code Code Available 5 Context-Dependent Semantic Parsing over Temporally Structured Data May 1, 2019 Decoder Semantic Parsing
Code Code Available 5 Applicability and interpretation of the deterministic weighted cepstral distance Mar 8, 2018 BIG-bench Machine Learning Clustering
Code Code Available 5 Faster Retrieval with a Two-Pass Dynamic-Time-Warping Lower Bound Nov 20, 2008 Dynamic Time Warping Retrieval
Code Code Available 5 Context Model for Pedestrian Intention Prediction using Factored Latent-Dynamic Conditional Random Fields Jul 27, 2019 Autonomous Vehicles Prediction
Code Code Available 5 Fast and Robust Video-Based Exercise Classification via Body Pose Tracking and Scalable Multivariate Time Series Classifiers Oct 2, 2022 Pose Estimation Pose Tracking
Code Code Available 5 Contextually Enhanced ES-dRNN with Dynamic Attention for Short-Term Load Forecasting Dec 18, 2022 Load Forecasting Time Series
Code Code Available 5 Continual Learning for Human State Monitoring Jun 29, 2022 Continual Learning Time Series
Code Code Available 5 Fast ES-RNN: A GPU Implementation of the ES-RNN Algorithm Jul 7, 2019 GPU Time Series
Code Code Available 5 Classification and Feature Transformation with Fuzzy Cognitive Maps Mar 8, 2021 Classification Decision Making
Code Code Available 5 Fairness in Forecasting of Observations of Linear Dynamical Systems Sep 12, 2022 Fairness Time Series
Code Code Available 5 Factor-augmented tree ensembles Nov 27, 2021 Ensemble Learning regression
Code Code Available 5 Factor-Driven Two-Regime Regression Sep 10, 2020 regression Time Series
Code Code Available 5 False Negative Reduction in Video Instance Segmentation using Uncertainty Estimates Jun 28, 2021 Depth Estimation Instance Segmentation
Code Code Available 5 Continuous Diagnosis and Prognosis by Controlling the Update Process of Deep Neural Networks Oct 6, 2022 Mortality Prediction Prognosis
Code Code Available 5 Citation Sentiment Changes Analysis Oct 1, 2020 Time Series Time Series Analysis
Code Code Available 5 Continuous Meta-Learning without Tasks Dec 18, 2019 image-classification Image Classification
Code Code Available 5 Extracting Relationships by Multi-Domain Matching Dec 1, 2018 Domain Adaptation Time Series
Code Code Available 5 Continuous-time convolutions model of event sequences Feb 13, 2023 model Time Series
Code Code Available 5 Exploring the Influence of Dimensionality Reduction on Anomaly Detection Performance in Multivariate Time Series Mar 7, 2024 Anomaly Detection Dimensionality Reduction
Code Code Available 5 An Operator Theoretic Approach for Analyzing Sequence Neural Networks Feb 15, 2021 ECG Classification Sentiment Analysis
Code Code Available 5 Explaining Deep Classification of Time-Series Data with Learned Prototypes Apr 18, 2019 Classification Decision Making
Code Code Available 5 ChronoNet: A Deep Recurrent Neural Network for Abnormal EEG Identification Jan 30, 2018 EEG Electroencephalogram (EEG)
Code Code Available 5 A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data Nov 18, 2020 Decision Making ICU Admission
Code Code Available 5 Explainable time series tweaking via irreversible and reversible temporal transformations Sep 13, 2018 General Classification Time Series
Code Code Available 5 Exploring Interpretable LSTM Neural Networks over Multi-Variable Data May 28, 2019 Prediction Time Series
Code Code Available 5 Chemical Integration of ODEs using Idealized Abstract Solutions Jan 23, 2023 Time Series Time Series Analysis
Code Code Available 5 Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flow Nov 8, 2018 Cardiac Segmentation General Classification
Code Code Available 5 Explainable Tensorized Neural Ordinary Differential Equations forArbitrary-step Time Series Prediction Nov 26, 2020 Prediction Time Series
Code Code Available 5 Fast and Accurate Time Series Classification with WEASEL Jan 26, 2017 Classification General Classification
Code Code Available 5 Examining COVID-19 Forecasting using Spatio-Temporal Graph Neural Networks Jul 6, 2020 Graph Neural Network Time Series
Code Code Available 5 Evolutionary scheduling of university activities based on consumption forecasts to minimise electricity costs Feb 25, 2022 Scheduling Time Series
Code Code Available 5 A persistent homology approach to heart rate variability analysis with an application to sleep-wake classification Aug 9, 2019 General Classification Heart Rate Variability
Code Code Available 5 Evolving-Graph Gaussian Processes Jun 29, 2021 Gaussian Processes regression
Code Code Available 5 Exoplanet Detection using Machine Learning Nov 28, 2020 BIG-bench Machine Learning Time Series Analysis
Code Code Available 5 An accuracy-runtime trade-off comparison of scalable Gaussian process approximations for spatial data Jan 20, 2025 Gaussian Processes parameter estimation
Code Code Available 5 EVARS-GPR: EVent-triggered Augmented Refitting of Gaussian Process Regression for Seasonal Data Jul 6, 2021 Change Point Detection Data Augmentation
Code Code Available 5 Evaluating Temporal Observation-Based Causal Discovery Techniques Applied to Road Driver Behaviour Jan 31, 2023 Autonomous Driving Causal Discovery
Code Code Available 5 Memory-Gated Recurrent Networks Dec 24, 2020 Time Series Time Series Analysis
Code Code Available 5 A Joint-Entropy Approach To Time-series Classification Mar 11, 2022 Classification Time Series
Code Code Available 5 Evaluating time series forecasting models: An empirical study on performance estimation methods May 28, 2019 Time Series Time Series Analysis
Code Code Available 5 