S Ozer, DL Langer, X Liu, MA Haider… - Medical …, 2010 - Wiley Online Library
Purpose: Magnetic resonance imaging (MRI) has been proposed as a promising alternative to transrectal ultrasound for the detection and localization of prostate cancer and fusing the …
This paper proposes an approach for warnings and failures detection based on fuzzy clustering and the Mahalanobis distance. Both techniques are developed in a real wind farm …
J Zhao, G Yan, B Feng, W Mao, J Bai - Pattern recognition, 2013 - Elsevier
In practical engineering, small-scale data sets are usually sparse and contaminated by noise. In this paper, we propose a new sequence of orthogonal polynomials varying with …
Orthogonal functions have many useful properties and can be used for different purposes in machine learning. One of the main applications of the orthogonal functions is producing …
Ç Savaşli, D Tütüncü, AP Ndigande… - 2023 31st Signal …, 2023 - ieeexplore.ieee.org
Meta-learning aims to apply existing models on new tasks where the goal is “learning to learn” so that learning from a limited amount of labeled data or learning in a short amount of …
S Ozer, CH Chen, IS Yetik - … and Statistical Pattern Recognition: Joint IAPR …, 2010 - Springer
Abstract Support Vector Machines (SVM) can perform very well on noise free data sets and can usually achieve good classification accuracies when the data is noisy. However …
JW Zhao, BQ Feng, GR Yan, WT Mao, Y Zhang - 2012 - IET
Support vector regression machine (SVR) has become a promising tool in many research fields, such as web intelligence, machinery fault diagnostic technique, dynamics …
A kernel function is an important component in the support vector machine (SVM) kernel- based classifier. This is due to the elegant mathematical characteristics of a kernel, which …
Z Jin-Wei, F Bo-Qin, Y Gui-Rong… - IET Conference …, 2012 - search.proquest.com
Support vector regression machine (SVR) has become a promising tool in many research fields, such as web intelligence, machinery fault diagnostic technique, dynamics …