Advanced Analytics and Learning on Temporal Data - Lecture Notes in Computer Science
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Published By Springer International Publishing

9783030390976, 9783030390983
Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Feature-Based Gait Pattern Classification for a Robotic Walking Frame

2020 ◽  
pp. 101-109
Author(s):  
Christopher M. A. Bonenberger ◽  
Benjamin Kathan ◽  
Wolfgang Ertel
Keyword(s):  
Pattern Classification ◽  
Gait Pattern ◽  
Feature Based

A Fully Automated Periodicity Detection in Time Series

2020 ◽  
pp. 43-54 ◽  
Author(s):  
Tom Puech ◽  
Matthieu Boussard ◽  
Anthony D’Amato ◽  
Gaëtan Millerand
Keyword(s):  
Time Series ◽  
Periodicity Detection

Robust Functional Regression for Outlier Detection

2020 ◽  
pp. 3-13
Author(s):  
Harjit Hullait ◽  
David S. Leslie ◽  
Nicos G. Pavlidis ◽  
Steve King
Keyword(s):  
Outlier Detection ◽  
Functional Regression

scholarly journals Localized Random Shapelets

2020 ◽  
pp. 85-97
Author(s):  
Mael Guillemé ◽  
Simon Malinowski ◽  
Romain Tavenard ◽  
Xavier Renard

Challenges and Limitations in Clustering Blood Donor Hemoglobin Trajectories

2020 ◽  
pp. 72-84
Author(s):  
Marieke Vinkenoog ◽  
Mart Janssen ◽  
Matthijs van Leeuwen
Keyword(s):  
Blood Donor

Conditional Forecasting of Water Level Time Series with RNNs

2020 ◽  
pp. 55-71
Author(s):  
Bart J. van der Lugt ◽  
Ad J. Feelders
Keyword(s):  
Time Series ◽  
Water Level

Quantifying Quality of Actions Using Wearable Sensor

2020 ◽  
pp. 199-212
Author(s):  
Mohammad Al-Naser ◽  
Takehiro Niikura ◽  
Sheraz Ahmed ◽  
Hiroki Ohashi ◽  
Takuto Sato ◽  
...  
Keyword(s):  
Wearable Sensor

Transform Learning Based Function Approximation for Regression and Forecasting

2020 ◽  
pp. 14-25
Author(s):  
Kriti Kumar ◽  
Angshul Majumdar ◽  
M. Girish Chandra ◽  
A. Anil Kumar
Keyword(s):  
Function Approximation
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