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Fault Diagnosis of Subway Indoor Air Quality Based on Local Fisher Discriminant Analysis

Hazardous Waste, 2018
This article proposes a combined principal component analysis (PCA) and local Fisher discriminant analysis (LFDA) scheme to improve the fault diagnosis performance of the indoor air quality (IAQ) measuring devices in subway stations.
Hongbin Liu   +3 more
semanticscholar   +1 more source

Klasifikasi Anjing dan Kucing menggunakan Algoritma Linear Discriminant Analysis dan Support Vector Machine

JURNAL TEKNIK INFORMATIKA, 2019
One of the factors driving technological development is the increase in computers ability to complete various jobs. One of them is doing image processing, which is widely used in our daily life, such as the use of fingerprints, face/iris recognition ...
Alethea Suryadibrata   +1 more
semanticscholar   +1 more source

Topological monodromy kernels for fundamental groups of discriminant complements

Journal of Topology and Analysis (JTA)
A linear system on a smooth complex algebraic surface gives rise to a family of smooth curves in the surface. Such a family has a topological monodromy representation valued in the mapping class group of a fiber. Extending arguments of Kuno, we show that
Nick Salter
semanticscholar   +1 more source

Bifurcation Analysis and Soliton Solutions to the Kuralay Equation Via Dynamic System Analysis Method and Complete Discrimination System Method

Qualitative Theory of Dynamical Systems
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Liu, Jing, Li, Zhao
openaire   +2 more sources

Exact solution of the general coupled nonlinear Schrödinger system

Other Conferences, 2022
In this paper, we study the general coupled nonlinear Schrödinger system (GCNLSS) which describes propagation of femtosecond pulse in birefringent fiber.
D. Li, Wenhe Li
semanticscholar   +1 more source

Applications of complete discrimination system for polynomial for classifications of traveling wave solutions to nonlinear differential equations

Computer Physics Communications, 2010
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
openaire   +1 more source

Improved Alzheimer Disease Diagnosis With a Machine Learning Approach and Neuroimaging: Case Study Development

JMIRx Med
Background Alzheimer disease (AD) is a severe neurological brain disorder. While not curable, earlier detection can help improve symptoms substantially.
Lilia Lazli
semanticscholar   +1 more source

Dynamic UAV-Assisted Cooperative Edge AI Inference

IEEE Transactions on Wireless Communications
Deploying intelligent service and executing inference tasks in the proximity of the edge enable models to access enormous real-time data generated by the edge devices.
Jingfeng Huang   +6 more
semanticscholar   +1 more source

Advanced study of nonlinear partial differential equations in ion-acoustic and light pulses: solitons, chaos, and energy perspectives

AIMS Mathematics
: The emphasis of this work is to apply the complete discriminant system (CDS) of a polynomial method (CDSPM) to obtain soliton solutions for the extended Korteweg–de Vries equation (EKdVE).
S. T. Rizvi   +3 more
semanticscholar   +1 more source

Bifurcation Analysis, Chaotic Behavior, Cubic–Quartic Optical Solitons, and Phase Portraits for the Nonlinear Coupled Kaup–Newell Equation in Birefringent Fibers

Mathematical methods in the applied sciences
The main attention of this paper focuses on studying the dynamical behaviors, cubic–quartic optical solitons, chaotic pattern, and phase portraits for the nonlinear coupled Kaup–Newell equation in birefringent fibers.
Lu-Tian Tang
semanticscholar   +1 more source

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