A 1d convolutional network for leaf and time series classification Jun 28, 2019 General Classification Time Series
Code Code Available TS-CHIEF: A Scalable and Accurate Forest Algorithm for Time Series Classification Jun 25, 2019 Attribute CPU
Code Code Available Gesture Recognition in RGB Videos UsingHuman Body Keypoints and Dynamic Time Warping Jun 25, 2019 Dynamic Time Warping General Classification
Code Code Available Long Short-Term Memory Neural Networks for False Information Attack Detection in Software-Defined In-Vehicle Network Jun 24, 2019 Anomaly Detection Time Series
— Unverified Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Jun 19, 2019 Gaussian Processes General Classification
Code Code Available Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping Jun 13, 2019 3D Action Recognition Action Recognition
Code Code Available Learning Interpretable Shapelets for Time Series Classification through Adversarial Regularization Jun 3, 2019 Classification General Classification
— Unverified Fast classification of small X-ray diffraction datasets using data augmentation and deep neural networks May 17, 2019 BIG-bench Machine Learning Data Augmentation
Code Code Available Time-Series Event Prediction with Evolutionary State Graph May 10, 2019 Graph Neural Network Prediction
Code Code Available Multivariate Time Series Classification using Dilated Convolutional Neural Network May 5, 2019 Activity Recognition Classification
Code Code Available Temporal Attention Augmented Bilinear Network for Financial Time Series Data Analysis May 5, 2019 Time Series Time Series Analysis
Code Code Available Surface Type Classification for Autonomous Robot Indoor Navigation May 1, 2019 BIG-bench Machine Learning Classification
— Unverified ConvTimeNet: A Pre-trained Deep Convolutional Neural Network for Time Series Classification Apr 29, 2019 Computational Efficiency General Classification
— Unverified Wearable-based Parkinson's Disease Severity Monitoring using Deep Learning Apr 24, 2019 Deep Learning General Classification
— Unverified Voltage Quality Time Series Classification using Convolutional Neural Network Mar 30, 2019 Classification Time Series
— Unverified RAPID: Early Classification of Explosive Transients using Deep Learning Mar 29, 2019 Classification Deep Learning
— Unverified Medical Time Series Classification with Hierarchical Attention-based Temporal Convolutional Networks: A Case Study of Myotonic Dystrophy Diagnosis Mar 28, 2019 Computational Efficiency General Classification
— Unverified Adversarial Attacks on Deep Neural Networks for Time Series Classification Mar 17, 2019 Activity Recognition Adversarial Attack
Code Code Available Deep Neural Network Ensembles for Time Series Classification Mar 15, 2019 Attribute Classification
Code Code Available Should we Reload Time Series Classification Performance Evaluation ? (a position paper) Mar 8, 2019 General Classification Position
— Unverified WaveletAE: A Wavelet-enhanced Autoencoder for Wind Turbine Blade Icing Detection Feb 14, 2019 Anomaly Detection General Classification
Code Code Available Sinkhorn Divergence of Topological Signature Estimates for Time Series Classification Feb 14, 2019 Classification Fault Detection
Code Code Available Early Recognition of Sepsis with Gaussian Process Temporal Convolutional Networks and Dynamic Time Warping Feb 5, 2019 Deep Learning Dynamic Time Warping
Code Code Available End-to-End Learned Early Classification of Time Series for In-Season Crop Type Mapping Jan 30, 2019 Classification Crop Classification
Code Code Available FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network Jan 8, 2019 Action Classification Language Modelling
— Unverified Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series Classification Dec 18, 2018 Classification General Classification
Code Code Available Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices Dec 1, 2018 General Classification Multiple Instance Learning
— Unverified Extracting Relationships by Multi-Domain Matching Dec 1, 2018 Domain Adaptation Time Series
Code Code Available Learning filter widths of spectral decompositions with wavelets Dec 1, 2018 Time Series Time Series Analysis
Code Code Available Multiple-Instance Learning by Boosting Infinitely Many Shapelet-based Classifiers Nov 20, 2018 Multiple Instance Learning Time Series
— Unverified Time Series Classification to Improve Poultry Welfare Nov 7, 2018 Classification Dictionary Learning
— Unverified Towards a Near Universal Time Series Data Mining Tool: Introducing the Matrix Profile Nov 5, 2018 Clustering Representation Learning
— Unverified Can automated smoothing significantly improve benchmark time series classification algorithms? Nov 1, 2018 Classification Dynamic Time Warping
— Unverified The UEA multivariate time series classification archive, 2018 Oct 31, 2018 Classification General Classification
Code Code Available Time series clustering based on the characterisation of segment typologies Oct 27, 2018 Clustering Time Series
— Unverified Spikebench: An open benchmark for spike train time-series classification Oct 9, 2018 Feature Engineering Time Series
Code Code Available DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn Sep 20, 2018 Deep Learning Earth Observation
— Unverified From BOP to BOSS and Beyond: Time Series Classification with Dictionary Based Classifiers Sep 18, 2018 General Classification image-classification
— Unverified Explainable time series tweaking via irreversible and reversible temporal transformations Sep 13, 2018 General Classification Time Series
Code Code Available Elastic bands across the path: A new framework and methods to lower bound DTW Aug 29, 2018 Clustering Dynamic Time Warping
Code Code Available Data augmentation using synthetic data for time series classification with deep residual networks Aug 7, 2018 Data Augmentation Dynamic Time Warping
Code Code Available Predicting Learning Status in MOOCs using LSTM Aug 5, 2018 General Classification Prediction
— Unverified Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis Jun 23, 2018 Deep Learning General Classification
Code Code Available A review on distance based time series classification Jun 12, 2018 Classification General Classification
— Unverified Towards a universal neural network encoder for time series May 10, 2018 Time Series Time Series Analysis
— Unverified Learning representations for multivariate time series with missing data using Temporal Kernelized Autoencoders May 9, 2018 Dimensionality Reduction General Classification
— Unverified Bag of Recurrence Patterns Representation for Time-Series Classification Mar 29, 2018 Classification General Classification
— Unverified Precision and Recall for Time Series Mar 8, 2018 Anomaly Detection General Classification
Code Code Available Cost-Sensitive Convolution based Neural Networks for Imbalanced Time-Series Classification Jan 13, 2018 Deep Learning General Classification
— Unverified A Shapelet Transform for Multivariate Time Series Classification Dec 18, 2017 Classification General Classification
— Unverified 