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Dynamic Time Warping

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TitleStatusHype
Matrix Profile XXII: Exact Discovery of Time Series Motifs under DTWCode0
Eating Habits Discovery in Egocentric Photo-streams—0
Two-stage building energy consumption clustering based on temporal and peak demand patterns—0
Demand Response For Residential Uses: A Data Analytics Approach—0
Improving the Accuracy of Global Forecasting Models using Time Series Data Augmentation—0
Exact, Parallelizable Dynamic Time Warping Alignment with Linear MemoryCode1
Unsupervised Discovery of Recurring Speech Patterns Using Probabilistic Adaptive MetricsCode0
A Hybrid Approach to Audio-to-Score Alignment—0
Benchmarking Multivariate Time Series Classification Algorithms—0
GeoStat Representations of Time Series for Fast Classification—0
Fast DTW and Fuzzy Clustering for Scenario Generation in Power System Planning Problems—0
Multilingual Jointly Trained Acoustic and Written Word EmbeddingsCode1
Aligning Time Series on Incomparable SpacesCode1
Lyric Video Analysis Using Text Detection and Tracking—0
Towards Reliable Real-time Opera Tracking: Combining Alignment with Audio Event Detectors to Increase Robustness—0
Scoring and Assessment in Medical VR Training Simulators with Dynamic Time Series Classification—0
Dynamic Time Warping as a New Evaluation for Dst Forecast with Machine LearningCode0
End-to-End Adversarial Text-to-SpeechCode1
Signing as Input for a Dictionary Query: Matching Signs Based on Joint Positions of the Dominant Hand—0
Corpus Generation for Voice Command in Smart Home and the Effect of Speech Synthesis on End-to-End SLU—0
Integrated Time Series Summarization and Prediction Algorithm and its Application to COVID-19 Data Mining—0
A Benchmark Study on Time Series Clustering—0
Time Series Data Augmentation for Neural Networks by Time Warping with a Discriminative TeacherCode1
Exploring time-series motifs through DTW-SOM—0
Adversarial Attacks on Multivariate Time Series—0
Real-Time Video Content Popularity Detection Based on Mean Change Point Analysis—0
FastDTW is approximate and Generally Slower than the Algorithm it ApproximatesCode1
Complexity Measures and Features for Times Series classification—0
DeepSign: Deep On-Line Signature VerificationCode1
Dimensionality Reduction and Motion Clustering during Activities of Daily Living: 3, 4, and 7 Degree-of-Freedom Arm Movements—0
Exact Indexing of Time Series under Dynamic Time Warping—0
Time Series Alignment with Global InvariancesCode0
Variable-lag Granger Causality and Transfer Entropy for Time Series AnalysisCode1
BioTouchPass2: Touchscreen Password Biometrics Using Time-Aligned Recurrent Neural NetworksCode0
Clustering Time-Series by a Novel Slope-Based Similarity Measure Considering Particle Swarm Optimization—0
DTWNet: a Dynamic Time Warping NetworkCode0
Procrustes registration of two-dimensional statistical shape models without correspondences—0
Neural Network based End-to-End Query by Example Spoken Term Detection—0
Making Good on LSTMs' Unfulfilled Promise—0
Study of the impact of climate change on precipitation in Paris area using method based on iterative multiscale dynamic time warping (IMS-DTW)—0
Entropic Dynamic Time Warping Kernels for Co-evolving Financial Time Series Analysis—0
Spatio-Temporal Alignments: Optimal transport through space and timeCode1
Shape and Time Distortion Loss for Training Deep Time Series Forecasting ModelsCode1
Multi-Year Vector Dynamic Time Warping Based Crop Mapping—0
Chatter Detection in Turning Using Machine Learning and Similarity Measures of Time Series via Dynamic Time Warping—0
General Evaluation for Instruction Conditioned Navigation using Dynamic Time WarpingCode1
Multilingual Bottleneck Features for Query by Example Spoken Term Detection—0
Gesture Recognition in RGB Videos UsingHuman Body Keypoints and Dynamic Time WarpingCode0
Warping Resilient Scalable Anomaly Detection in Time Series—0
Efficient Kernel-based Subsequence Search for User Identification from Walking Activity—0
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