Multi-Target Behavior and Intent Prediction Under Incomplete Perception. [PDF]
Ma Y, Han Y, Zhang X, Ping P.
europepmc +1 more source
Waveform-Prediction Augmentation and Deep Manifold Learning Enable Imbalanced Fault Diagnosis in Rotating Machinery. [PDF]
Tian Y, Guo S, Li Y, Zhang X, Jiang L.
europepmc +1 more source
Classification of Surface Deformation Using DTW-Transformer Model in Lower Jinsha River Basin. [PDF]
Liu M +6 more
europepmc +1 more source
A Statistical Soft-DTW Similarity Based on the Wasserstein Distance
We propose a new statistical soft-dtw similarity, namely the Wasserstein with Statistical Prior for Soft-DTW (WaSPS-DTW). Given a statistical model, the WaSPS-DTW computes a similarity from samples of a time series by leveraging the squared 2-Wasserstein
Gallet, Matthieu, Mhiri, Yassine
core
본 논문에서는 동적 타임 워핑(DTW) 거리를 사용하는 범위 서브시퀀스 질의 처리 방법을 제안한다. 본 논문에서는 제안하는 방법은 데이타 시퀀스를 디스조인트 윈도우로 분할하고, 질의 시퀀스를 슬라이딩 윈도우로 분할하는 방법을 사용하는 DualMatch의 범위 서브시퀀스 질의 처리 방법을 이용한다. DualMatch는 유클리디언 거리 하에서 동작하는 것으로 알려져 있다.
한욱신, 문양세, 이진수
core
Isolation, Identification of <i>Serpula himantioides</i> from Dingtao M2 Tomb and Its Wood Degradation Characteristics. [PDF]
Wang Y +5 more
europepmc +1 more source
FPGA-Based Weighted DTW Framework with Hybrid Gait Symmetry Index for Real-Time Wearable Gait Classification. [PDF]
Vennela K +8 more
europepmc +1 more source
Improving respiratory and heart rate variation estimation from resting-state BOLD fMRI across the lifespan using a functionally informed, tissue-aware deep learning framework. [PDF]
Addeh A +6 more
europepmc +1 more source
DiDyNet: a robust framework for differential dynamic network inference from longitudinal multi-omics data. [PDF]
Liu Z, Wu K, Park T.
europepmc +1 more source
Automatic identification of postural transitions using a single inertial measurement unit and dynamic time warping: a pilot study in healthy individuals and people with Parkinson's disease. [PDF]
Amici C +4 more
europepmc +1 more source

