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Operator theory

On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

Sebastian Bach, Alexander Binder, [ ... ], Wojciech Samek

Machine learning algorithm validation with a limited sample size

Andrius Vabalas, Emma Gowen, Ellen Poliakoff, Alexander J. Casson

Computation of the normalized cross-correlation by fast Fourier transform

Artan Kaso

Explaining the difference between men’s and women’s football

Luca Pappalardo, Alessio Rossi, Michela Natilli, Paolo Cintia

Optimal classifier for imbalanced data using Matthews Correlation Coefficient metric

Sabri Boughorbel, Fethi Jarray, Mohammed El-Anbari

Crowdsourcing the Unknown: The Satellite Search for Genghis Khan

Albert Yu-Min Lin, Andrew Huynh, Gert Lanckriet, Luke Barrington

LoCoH: Nonparameteric Kernel Methods for Constructing Home Ranges and Utilization Distributions

Wayne M. Getz, Scott Fortmann-Roe, [ ... ], Christopher C. Wilmers

Efficient Parallel Levenberg-Marquardt Model Fitting towards Real-Time Automated Parametric Imaging Microscopy

Xiang Zhu, Dianwen Zhang

SVM and SVM Ensembles in Breast Cancer Prediction

Min-Wei Huang, Chih-Wen Chen, [ ... ], Chih-Fong Tsai

Real-time traffic sign recognition based on a general purpose GPU and deep-learning

Kwangyong Lim, Yongwon Hong, Yeongwoo Choi, Hyeran Byun

Remaining capacity estimation of lithium-ion batteries based on the constant voltage charging profile

Zengkai Wang, Shengkui Zeng, Jianbin Guo, Taichun Qin

Estimating Respiratory and Heart Rates from the Correntropy Spectral Density of the Photoplethysmogram

Ainara Garde, Walter Karlen, J. Mark Ansermino, Guy A. Dumont

GPUs, a New Tool of Acceleration in CFD: Efficiency and Reliability on Smoothed Particle Hydrodynamics Methods

Alejandro C. Crespo, Jose M. Dominguez, [ ... ], Benedict D. Rogers

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