Data-Folding and Hyperspace Coding for Multi-Dimensonal Time-Series Data Imaging Mar 10, 2022 Action Recognition Classification
— Unverified DeepHeteroIoT: Deep Local and Global Learning over Heterogeneous IoT Sensor Data Mar 29, 2024 Time Series Time Series Classification
— Unverified Deep Learning Architectures for FSCV, a Comparison Dec 5, 2022 Deep Learning Time Series
— Unverified Deep Learning for Disease Outbreak Prediction: A Robust Early Warning Signal for Transcritical Bifurcations Jan 14, 2025 Time Series Classification
— Unverified Deep learning for ψ-weakly dependent processes Feb 1, 2023 Deep Learning Time Series
— Unverified Deep Learning for Time Series Classification of Parkinson's Disease Eye Tracking Data Nov 28, 2023 Time Series Time Series Classification
— Unverified Deep Neural Networks for Approximating Stream Reasoning with C-SPARQL Jun 15, 2021 Time Series Time Series Analysis
— Unverified Deep Symbolic Representation Learning for Heterogeneous Time-series Classification Dec 5, 2016 Classification General Classification
— Unverified Deep Transformer Networks for Time Series Classification: The NPP Safety Case Apr 9, 2021 General Classification Time Series
— Unverified Dense Bag-of-Temporal-SIFT-Words for Time Series Classification Jan 8, 2016 Classification General Classification
— Unverified Depth Evaluation for Metal Surface Defects by Eddy Current Testing using Deep Residual Convolutional Neural Networks Mar 8, 2021 Time Series Time Series Analysis
— Unverified Detecting Driver's Distraction using Long-term Recurrent Convolutional Network Apr 14, 2020 Brain Computer Interface EEG
— Unverified Diffeomorphic Transformations for Time Series Analysis: An Efficient Approach to Nonlinear Warping Sep 25, 2023 Clustering Dynamic Time Warping
— Unverified Differentiable Multiple Shooting Layers Jun 7, 2021 Time Series Time Series Analysis
— Unverified DIVERSIFY to Generalize: Learning Generalized Representations for Time Series Classification Sep 29, 2021 Activity Recognition Classification
— Unverified Domain Generalization via Selective Consistency Regularization for Time Series Classification Jun 16, 2022 Classification Domain Generalization
— Unverified DOMINO: Domain-invariant Hyperdimensional Classification for Multi-Sensor Time Series Data Aug 7, 2023 Domain Generalization Time Series
— Unverified Downsampling and geometric feature methods for EEG classification tasks with CNNs Oct 10, 2020 Benchmarking EEG
— Unverified Driver Identification Using Automobile Sensor Data from a Single Turn Jun 9, 2017 Driver Identification Navigate
— Unverified DTCM: Deep Transformer Capsule Mutual Distillation for Multivariate Time Series Classification Feb 26, 2024 Knowledge Distillation Relation Network
— Unverified DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn Sep 20, 2018 Deep Learning Earth Observation
— Unverified Dynamic Time Warp Convolutional Networks Nov 5, 2019 Temporal Sequences Time Series
— Unverified Earliness-Aware Deep Convolutional Networks for Early Time Series Classification Nov 14, 2016 Classification Early Classification
— Unverified Early and Revocable Time Series Classification Sep 21, 2021 Classification Decision Making
— Unverified Early Churn Prediction from Large Scale User-Product Interaction Time Series Sep 25, 2023 Feature Engineering Prediction
— Unverified Early detection of disease outbreaks and non-outbreaks using incidence data Apr 13, 2024 Time Series Time Series Classification
— Unverified Early Recognition of Ball Catching Success in Clinical Trials with RNN-Based Predictive Classification Jul 6, 2021 Classification Decision Making
— Unverified Early Time-Series Classification Algorithms: An Empirical Comparison Mar 3, 2022 Classification Time Series
— Unverified ECRTime: Ensemble Integration of Classification and Retrieval for Time Series Classification Jul 20, 2024 Classification Deep Learning
— Unverified Efficient High-Resolution Time Series Classification via Attention Kronecker Decomposition Mar 7, 2024 Time Series Time Series Classification
— Unverified Ego-Network Transformer for Subsequence Classification in Time Series Data Nov 5, 2023 Time Series Time Series Classification
— Unverified Embarrassingly Simple MixUp for Time-series Apr 9, 2023 Data Augmentation Time Series
— Unverified Enabling Tensor Decomposition for Time-Series Classification via A Simple Pseudo-Laplacian Contrast Sep 23, 2024 Data Augmentation Imputation
— Unverified Energy-Efficient Transformer Inference: Optimization Strategies for Time Series Classification Feb 23, 2025 Classification Inference Optimization
— Unverified Enhancing Sequential Model Performance with Squared Sigmoid TanH (SST) Activation Under Data Constraints Feb 14, 2024 Sign Language Recognition Time Series
— Unverified Enhancing Transformer Efficiency for Multivariate Time Series Classification Mar 28, 2022 Classification Time Series
— Unverified Epileptic Seizure Prediction: A Semi-Dilated Convolutional Neural Network Architecture Jul 22, 2020 EEG Electroencephalogram (EEG)
— Unverified Evaluating ROCKET and Catch22 features for calf behaviour classification from accelerometer data using Machine Learning models Apr 28, 2024 Time Series Time Series Classification
— Unverified Evaluating Simplification Algorithms for Interpretability of Time Series Classification May 13, 2025 Time Series Time Series Classification
— Unverified Evaluating the Explainable AI Method Grad-CAM for Breath Classification on Newborn Time Series Data May 13, 2024 Decision Making Explainable artificial intelligence
— Unverified Evaluation of Local Explanation Methods for Multivariate Time Series Forecasting Sep 18, 2020 BIG-bench Machine Learning Multivariate Time Series Forecasting
— Unverified Examining the Effect of Pre-training on Time Series Classification Sep 11, 2023 Time Series Time Series Classification
— Unverified Excess risk bound for deep learning under weak dependence Feb 15, 2023 Deep Learning Time Series
— Unverified EXIT: Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting Apr 19, 2022 BIG-bench Machine Learning Decoder
— Unverified Explainable AI for Time Series via Virtual Inspection Layers Mar 11, 2023 Explainable artificial intelligence Explainable Artificial Intelligence (XAI)
— Unverified Explainable and Class-Revealing Signal Feature Extraction via Scattering Transform and Constrained Zeroth-Order Optimization Feb 8, 2025 Classification regression
— Unverified Exploring Facial Biomarkers for Depression through Temporal Analysis of Action Units Jul 18, 2024 Diagnostic Time Series
— Unverified Exploring time-series motifs through DTW-SOM Apr 17, 2020 Anomaly Detection Clustering
— Unverified Extreme-SAX: Extreme Points Based Symbolic Representation for Time Series Classification Oct 2, 2020 Dimensionality Reduction General Classification
— Unverified Fast Classification of Large Time Series Datasets Dec 10, 2023 Classification Time Series
— Unverified 