Selecting training sets for support vector machines: a review
Support vector machines (SVMs) are a supervised classifier successfully applied in a
plethora of real-life applications. However, they suffer from the important shortcomings of …
plethora of real-life applications. However, they suffer from the important shortcomings of …
A survey on quaternion algebra and geometric algebra applications in engineering and computer science 1995–2020
E Bayro-Corrochano - IEEE Access, 2021 - ieeexplore.ieee.org
Geometric Algebra (GA) has proven to be an advanced language for mathematics, physics,
computer science, and engineering. This review presents a comprehensive study of works …
computer science, and engineering. This review presents a comprehensive study of works …
Color image analysis by quaternion-type moments
In this paper, by using the quaternion algebra, the conventional complex-type moments
(CTMs) for gray-scale images are generalized to color images as quaternion-type moments …
(CTMs) for gray-scale images are generalized to color images as quaternion-type moments …
Toward automatic time-series forecasting using neural networks
W Yan - IEEE transactions on neural networks and learning …, 2012 - ieeexplore.ieee.org
Over the past few decades, application of artificial neural networks (ANN) to time-series
forecasting (TSF) has been growing rapidly due to several unique features of ANN models …
forecasting (TSF) has been growing rapidly due to several unique features of ANN models …
Monitoring and mapping of rice cropping pattern in flooding area in the Vietnamese Mekong delta using Sentinel-1A data: A case of an Giang province
Cropping intensity is one of the most important decisions made independently by farmers in
Vietnam. It is a crucial variable of various economic and process-based models. Rice is …
Vietnam. It is a crucial variable of various economic and process-based models. Rice is …
Geometric algebra applications in geospatial artificial intelligence and remote sensing image processing
With the increasing demand for multidimensional data processing, Geometric algebra (GA)
has attracted more and more attention in the field of geographical information systems. GA …
has attracted more and more attention in the field of geographical information systems. GA …
[图书][B] Digital signal processing with Kernel methods
A realistic and comprehensive review of joint approaches to machine learning and signal
processing algorithms, with application to communications, multimedia, and biomedical …
processing algorithms, with application to communications, multimedia, and biomedical …
Applications of Clifford's geometric algebra
E Hitzer, T Nitta, Y Kuroe - Advances in Applied Clifford Algebras, 2013 - Springer
We survey the development of Clifford's geometric algebra and some of its engineering
applications during the last 15 years. Several recently developed applications and their …
applications during the last 15 years. Several recently developed applications and their …
Robust capped L1-norm twin support vector machine
Twin support vector machine (TWSVM) is a classical and effective classifier for binary
classification. However, its robustness cannot be guaranteed due to the utilization of …
classification. However, its robustness cannot be guaranteed due to the utilization of …
Noise model based ν-support vector regression with its application to short-term wind speed forecasting
Q Hu, S Zhang, Z Xie, J Mi, J Wan - Neural Networks, 2014 - Elsevier
Support vector regression (SVR) techniques are aimed at discovering a linear or nonlinear
structure hidden in sample data. Most existing regression techniques take the assumption …
structure hidden in sample data. Most existing regression techniques take the assumption …