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Dynamic Time Warping

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TitleStatusHype
Addressing Prediction Delays in Time Series Forecasting: A Continuous GRU Approach with Derivative RegularizationCode1
Online Signature Recognition: A Biologically Inspired Feature Vector Splitting Approach—0
SM-DTW: Stability Modulated Dynamic Time Warping for signature verification—0
TS3IM: Unveiling Structural Similarity in Time Series through Image Similarity Assessment Insights—0
Deep Representation Learning-Based Dynamic Trajectory Phenotyping for Acute Respiratory Failure in Medical Intensive Care Units—0
Interpretable Vital Sign Forecasting with Model Agnostic Attention Maps—0
A Comprehensive Approach to Carbon Dioxide Emission Analysis in High Human Development Index Countries using Statistical and Machine Learning Techniques—0
Dynamical Mode Recognition of Coupled Flame Oscillators by Supervised and Unsupervised Learning Approaches—0
Multi-Sample Dynamic Time Warping for Few-Shot Keyword Spotting—0
Warped Time Series Anomaly Detection—0
Language Proficiency and F0 Entrainment: A Study of L2 English Imitation in Italian, French, and Slovak Speakers—0
Nearest advocate: a novel event-based time delay estimation algorithm for multi-sensor time-series data synchronizationCode1
Transformer meets wcDTW to improve real-time battery bids: A new approach to scenario selection—0
Improved Long Short-Term Memory-based Wastewater Treatment Simulators for Deep Reinforcement Learning—0
Leveraging Compressed Frame Sizes For Ultra-Fast Video Classification—0
Unsupervised Distance Metric Learning for Anomaly Detection Over Multivariate Time Series—0
Generative Adversarial Network with Soft-Dynamic Time Warping and Parallel Reconstruction for Energy Time Series Anomaly DetectionCode1
Evaluating DTW Measures via a Synthesis Framework for Time-Series Data—0
Meet JEANIE: a Similarity Measure for 3D Skeleton Sequences via Temporal-Viewpoint Alignment—0
Introduction to speech recognition—0
Representation Learning of Multivariate Time Series using Attention and Adversarial TrainingCode1
SpiderMatch: 3D Shape Matching with Global Optimality and Geometric ConsistencyCode2
Online Symbolic Music Alignment with Offline Reinforcement LearningCode1
IR-UWB Radar-Based Contactless Silent Speech Recognition of Vowels, Consonants, Words, and Phrases—0
Towards a geometric understanding of Spatio Temporal Graph Convolution NetworksCode0
Cluster trajectory of SOFA score in predicting mortality in sepsis—0
Comparing Generalization in Learning with Limited Numbers of Exemplars: Transformer vs. RNN in Attractor Dynamics—0
GeoFormer: Predicting Human Mobility using Generative Pre-trained Transformer (GPT)—0
Vital Sign Forecasting for Sepsis Patients in ICUs—0
Sign Languague Recognition without frame-sequencing constraints: A proof of concept on the Argentinian Sign Language—0
Strategizing EV Charging and Renewable Integration in Texas—0
TimewarpVAE: Simultaneous Time-Warping and Representation Learning of TrajectoriesCode0
A New Time Series Similarity Measure and Its Smart Grid Applications—0
mnmDTW: An extension to Dynamic Time Warping for Camera-based Movement Error Localization—0
Multitask Learning for Time Series Data with 2D Convolution—0
Expert enhanced dynamic time warping based anomaly detection—0
ShapeDBA: Generating Effective Time Series Prototypes using ShapeDTW Barycenter AveragingCode0
Position and Orientation-Aware One-Shot Learning for Medical Action Recognition from Signal Data—0
Diffeomorphic Transformations for Time Series Analysis: An Efficient Approach to Nonlinear Warping—0
Clustering of Urban Traffic Patterns by K-Means and Dynamic Time Warping: Case Study—0
Dynamic Time Warping for Lead-Lag Relationships in Lagged Multi-Factor Models—0
Deep Attentive Time WarpingCode1
DTW+S: Shape-based Comparison of Time-series with Ordered Local Trend—0
SymED: Adaptive and Online Symbolic Representation of Data on the Edge—0
Neural approaches to spoken content embedding—0
Match-And-Deform: Time Series Domain Adaptation through Optimal Transport and Temporal AlignmentCode1
PoseSync: Robust pose based video synchronizationCode0
Stabilizing Training with Soft Dynamic Time Warping: A Case Study for Pitch Class Estimation with Weakly Aligned TargetsCode0
WarpEM: Dynamic Time Warping for Accurate Catheter Registration in EM-guided Procedures—0
Fast dynamic time warping and clustering in C++—0
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