Enabling Tensor Decomposition for Time-Series Classification via A Simple Pseudo-Laplacian Contrast Sep 23, 2024 Data Augmentation Imputation
— Unverified 0 Energy-Efficient Transformer Inference: Optimization Strategies for Time Series Classification Feb 23, 2025 Classification Inference Optimization
— Unverified 0 Enhancing Sequential Model Performance with Squared Sigmoid TanH (SST) Activation Under Data Constraints Feb 14, 2024 Sign Language Recognition Time Series
— Unverified 0 Enhancing Transformer Efficiency for Multivariate Time Series Classification Mar 28, 2022 Classification Time Series
— Unverified 0 Epileptic Seizure Prediction: A Semi-Dilated Convolutional Neural Network Architecture Jul 22, 2020 EEG Electroencephalogram (EEG)
— Unverified 0 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 0 Evaluating Simplification Algorithms for Interpretability of Time Series Classification May 13, 2025 Time Series Time Series Classification
— Unverified 0 Evaluating the Explainable AI Method Grad-CAM for Breath Classification on Newborn Time Series Data May 13, 2024 Decision Making Explainable artificial intelligence
— Unverified 0 Evaluation of Local Explanation Methods for Multivariate Time Series Forecasting Sep 18, 2020 BIG-bench Machine Learning Multivariate Time Series Forecasting
— Unverified 0 Examining the Effect of Pre-training on Time Series Classification Sep 11, 2023 Time Series Time Series Classification
— Unverified 0 Excess risk bound for deep learning under weak dependence Feb 15, 2023 Deep Learning Time Series
— Unverified 0 EXIT: Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting Apr 19, 2022 BIG-bench Machine Learning Decoder
— Unverified 0 Explainable AI for Time Series via Virtual Inspection Layers Mar 11, 2023 Explainable artificial intelligence Explainable Artificial Intelligence (XAI)
— Unverified 0 Explainable and Class-Revealing Signal Feature Extraction via Scattering Transform and Constrained Zeroth-Order Optimization Feb 8, 2025 Classification regression
— Unverified 0 Exploring Facial Biomarkers for Depression through Temporal Analysis of Action Units Jul 18, 2024 Diagnostic Time Series
— Unverified 0 Exploring time-series motifs through DTW-SOM Apr 17, 2020 Anomaly Detection Clustering
— Unverified 0 Extreme-SAX: Extreme Points Based Symbolic Representation for Time Series Classification Oct 2, 2020 Dimensionality Reduction General Classification
— Unverified 0 Fast Classification of Large Time Series Datasets Dec 10, 2023 Classification Time Series
— Unverified 0 FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network Jan 8, 2019 Action Classification Language Modelling
— Unverified 0 Features or Shape? Tackling the False Dichotomy of Time Series Classification Dec 20, 2019 Classification General Classification
— Unverified 0 FedST: Secure Federated Shapelet Transformation for Time Series Classification Feb 21, 2023 Classification Federated Learning
— Unverified 0 FEW SHOT CROP MAPPING USING TRANSFORMERS AND TRANSFER LEARNING WITH SENTINEL-2 TIME SERIES: CASE OF KAIROUAN TUNISIA May 30, 2022 Classification Time Series
— Unverified 0 Few-shot Learning using Data Augmentation and Time-Frequency Transformation for Time Series Classification Nov 6, 2023 Data Augmentation Few-Shot Learning
— Unverified 0 Few-shot time-series anomaly detection with unsupervised domain adaptation Nov 1, 2023 Anomaly Detection Domain Adaptation
— Unverified 0 FIC-TSC: Learning Time Series Classification with Fisher Information Constraint May 9, 2025 Classification Time Series
— Unverified 0 Finding the DeepDream for Time Series: Activation Maximization for Univariate Time Series Aug 20, 2024 Decision Making Time Series
— Unverified 0 A Generative Approach to Credit Prediction with Learnable Prompts for Multi-scale Temporal Representation Learning Apr 19, 2024 Prediction Representation Learning
— Unverified 0 Forecasting Loss of Signal in Optical Networks with Machine Learning Jan 8, 2022 BIG-bench Machine Learning Classification on Time Series with Missing Data
— Unverified 0 Forest Proximities for Time Series Oct 4, 2024 Time Series Time Series Classification
— Unverified 0 FormerTime: Hierarchical Multi-Scale Representations for Multivariate Time Series Classification Feb 20, 2023 Time Series Time Series Analysis
— Unverified 0 From BOP to BOSS and Beyond: Time Series Classification with Dictionary Based Classifiers Sep 18, 2018 General Classification image-classification
— Unverified 0 From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? May 29, 2025 Time Series Time Series Analysis
— Unverified 0 From Private to Public: Benchmarking GANs in the Context of Private Time Series Classification Mar 28, 2023 Benchmarking Privacy Preserving
— Unverified 0 Fully convolutional networks for structural health monitoring through multivariate time series classification Feb 12, 2020 General Classification Structural Health Monitoring
— Unverified 0 Fuzzy Cognitive Maps and Hidden Markov Models: Comparative Analysis of Efficiency within the Confines of the Time Series Classification Task Apr 28, 2022 Classification Time Series
— Unverified 0 Gated Recurrent Neural Networks with Weighted Time-Delay Feedback Dec 1, 2022 Activity Recognition Human Activity Recognition
— Unverified 0 Gaussian processes based data augmentation and expected signature for time series classification Oct 16, 2023 Data Augmentation Gaussian Processes
— Unverified 0 Generalizable Low-Resource Activity Recognition with Diverse and Discriminative Representation Learning May 25, 2023 Activity Recognition Contrastive Learning
— Unverified 0 Out-of-Distribution Representation Learning for Time Series Classification Sep 15, 2022 Activity Recognition Classification
— Unverified 0 Generalized Time Warping Invariant Dictionary Learning for Time Series Classification and Clustering Jun 30, 2023 Classification Clustering
— Unverified 0 Generating Hierarchical Structures for Improved Time Series Classification Using Stochastic Splitting Functions Sep 21, 2023 Classification Time Series
— Unverified 0 Generative Pre-Training of Time-Series Data for Unsupervised Fault Detection in Semiconductor Manufacturing Sep 20, 2023 Anomaly Detection Fault Detection
— Unverified 0 Generative Semi-supervised Learning for Multivariate Time Series Imputation May 18, 2021 Generative Adversarial Network Imputation
— Unverified 0 Geometric feature performance under downsampling for EEG classification tasks Feb 15, 2021 Benchmarking Classification
— Unverified 0 GesturePod: Enabling On-device Gesture-based Interaction for White Cane Users Oct 20, 2019 Gesture Recognition Time Series Analysis
— Unverified 0 Graph Neural Alchemist: An innovative fully modular architecture for time series-to-graph classification Oct 12, 2024 Graph Classification Graph Neural Network
— Unverified 0 GraSSNet: Graph Soft Sensing Neural Networks Nov 12, 2021 Time Series Time Series Analysis
— Unverified 0 Hardware-Accelerated Event-Graph Neural Networks for Low-Latency Time-Series Classification on SoC FPGA Mar 9, 2025 Graph Neural Network Time Series
— Unverified 0 Hardware-Friendly Delayed-Feedback Reservoir for Multivariate Time-Series Classification Apr 16, 2025 Edge-computing Time Series
— Unverified 0 HDC-MiniROCKET: Explicit Time Encoding in Time Series Classification with Hyperdimensional Computing Feb 16, 2022 Time Series Time Series Analysis
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