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Harmonic Balance with Small Signal Perturbation
Investigating perturbations of a periodic steady state of an electric circuit is of interest e.g. for small signal responses, noise analysis or the...
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Nonlinear Features and Hybrid Optimization Algorithm for Automated Electroencephalogram Signal Analysis
In this study a hybrid approach for EEG data classification for detecting epileptic seizures was proposed. The proposed hybrid model combines Extreme...
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Algorithmic Feature Selection and Dimensionality Reduction in Signal Classification Tasks
This paper presents a research endeavour addressing the recognition of acoustic emission signals, aiming to enhance their utilisation in...
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Time-Domain Electromagnetic Modeling and Simulation of a Nonlinear Electro-Optical Mixer
A full-wave electromagnetic solver coupled with a Poisson’s solver based on time-domain finite element method (TD-FEM) is developed. This solver aims...
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Estimation of the Size of Structural Formations in Ultrasound Imaging through Statistical Analysis of the Echo Signal
AbstractA fundamentally new approach to solving the problem of determining the size of structural formations in ultrasonic diagnostics is considered....
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Generalization of graph network inferences in higher-order graphical models
Probabilistic graphical models provide a powerful tool to describe complex statistical structure, with many real-world applications in science and...
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Challenges in the Simulation of Radio Frequency Circuits
Radio frequency (RF) circuits are ubiquitous in daily live. However, they are extremely hard to design. Even experienced RF designers typically need...
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Power-Aware Analog to Digital Converters
Analog to digital converters (ADCs) enable the acquisition of analog signals by representing them in a digital format. Although the architectures and...
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Modeling doppler ultrasound blood flow signals in vessels with various stenosis degrees
The Doppler ultrasound technique is used to detect vascular stenosis as a non-invasive procedure. To look for characteristics of Doppler ultrasound...
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Gene-Adjacency-Based Phylogenetics Under a Stochastic Gain-Loss Model
A key task in molecular systematics is to decipher the evolutionary history of strains of a species. Standard markers are often too crude in this...
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A Lower Bound on Complexity of a Locator Cellular Automaton Solution for the Closest Neighbor Search Problem
AbstractThe paper considers the application of the locator cellular automaton model to the closest neighbor search problem. The locator cellular...
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Dilution Random Functions
The Dilution RF (DRF) combines primary RF located on Poisson points by addition. The Dilution RF is infinite divisible according to the addition...
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Discrimination of Precious and Semi-Precious Gemstones Using Laser-Induced Breakdown Spectroscopy and Machine Learning Approaches
Laser-Induced Breakdown Spectroscopy (LIBS) is a very simple but capable spectroscopic analytical method that performs simultaneous multi-element...
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Performance of Machine Learning Methods Using Tweets
Public opinions shared in common platforms like Twitter, Facebook, Instagram, etc. act as the sources of information for experts. Transportation and...
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Identification of Gradient-Based Attacks on Autonomous Vehicle Traffic Recognition System Using Statistical Method
Machine learning (ML) models like CNNs are employed in many computer vision tasks. One such application is traffic signal recognition systems by...
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Magnetic Resonance Imaging of \(T_2\) - and Diffusion Anisotropy Using a Tiltable Receive Coil
The anisotropic microstructure of white matter is reflected in various MRIMagnetic Resonance Imaging (MRI) contrasts. Transverse relaxation rates can...
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Measurements for RF Amplifiers, Bond Wire Fusing and MOS Power Cells
This chapter focuses on several areas regarding measurements (including methodology, test-bed development and measurement of results itself) of...
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Evaluation and Detection of Breast Cancer Using Data Mining Models
One of the most deadly diseases in present health issue is breast cancer that plagues humanity, claiming lives annually. The key to treating breast...
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Simulation and Analysis of 5G Wireless mm-Wave Modulation Technique for High Capacity Communication System
Millimeter-wave (mm-wave) technology has been observed as an active part in 5th generation (5G) systems because of its potential for low-latency,...
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Recovery Under Side Constraints
This chapter addresses sparse signal reconstruction under various types of structural side constraints with applications in multi-antenna systems....