**Commenced**in January 2007

**Frequency:**Monthly

**Edition:**International

**Paper Count:**12754

# Search results for: gaussian process

##### 12754 The Extended Skew Gaussian Process for Regression

**Authors:**
M. T. Alodat

**Abstract:**

**Keywords:**
extended skew normal distribution,
Gaussian process for regression,
predictive distribution,
ESGPr model

##### 12753 Using Gaussian Process in Wind Power Forecasting

**Authors:**
Hacene Benkhoula,
Mohamed Badreddine Benabdella,
Hamid Bouzeboudja,
Abderrahmane Asraoui

**Abstract:**

**Keywords:**
wind power,
Gaussien process,
modelling,
forecasting

##### 12752 Solving Single Machine Total Weighted Tardiness Problem Using Gaussian Process Regression

**Authors:**
Wanatchapong Kongkaew

**Abstract:**

**Keywords:**
Gaussian process regression,
iterated local search,
simulated annealing,
single machine total weighted tardiness

##### 12751 Multinomial Dirichlet Gaussian Process Model for Classification of Multidimensional Data

**Authors:**
Wanhyun Cho,
Soonja Kang,
Sanggoon Kim,
Soonyoung Park

**Abstract:**

**Keywords:**
multinomial dirichlet classification model,
Gaussian process priors,
variational Bayesian approximation,
importance sampling,
approximate posterior distribution,
marginal likelihood evidence

##### 12750 Novel Inference Algorithm for Gaussian Process Classification Model with Multiclass and Its Application to Human Action Classification

**Authors:**
Wanhyun Cho,
Soonja Kang,
Sangkyoon Kim,
Soonyoung Park

**Abstract:**

**Keywords:**
bayesian rule,
gaussian process classification model with multiclass,
gaussian process prior,
human action classification,
laplace approximation,
variational EM algorithm

##### 12749 A Time-Varying and Non-Stationary Convolution Spectral Mixture Kernel for Gaussian Process

**Authors:**
Kai Chen,
Shuguang Cui,
Feng Yin

**Abstract:**

**Keywords:**
Gaussian process,
spectral mixture,
non-stationary,
convolution

##### 12748 Human Action Recognition Using Variational Bayesian HMM with Dirichlet Process Mixture of Gaussian Wishart Emission Model

**Authors:**
Wanhyun Cho,
Soonja Kang,
Sangkyoon Kim,
Soonyoung Park

**Abstract:**

**Keywords:**
human action recognition,
Bayesian HMM,
Dirichlet process mixture model,
Gaussian-Wishart emission model,
Variational Bayesian inference,
prior distribution and approximate posterior distribution,
KTH dataset

##### 12747 Prediction of the Thermodynamic Properties of Hydrocarbons Using Gaussian Process Regression

**Authors:**
N. Alhazmi

**Abstract:**

**Keywords:**
thermodynamic,
Gaussian process regression,
hydrocarbons,
regression,
supervised learning,
entropy,
enthalpy,
heat capacity

##### 12746 Base Change for Fisher Metrics: Case of the q-Gaussian Inverse Distribution

**Authors:**
Gabriel I. Loaiza Ossa,
Carlos A. Cadavid Moreno,
Juan C. Arango Parra

**Abstract:**

**Keywords:**
base of changes,
information geometry,
inverse Gaussian distribution,
inverse q-Gaussian distribution,
statistical manifolds

##### 12745 Propagation of Cos-Gaussian Beam in Photorefractive Crystal

**Authors:**
A. Keshavarz

**Abstract:**

**Keywords:**
beam propagation,
cos-Gaussian beam,
numerical simulation,
photorefractive crystal

##### 12744 Learning the Dynamics of Articulated Tracked Vehicles

**Authors:**
Mario Gianni,
Manuel A. Ruiz Garcia,
Fiora Pirri

**Abstract:**

**Keywords:**
Dirichlet processes,
gaussian mixture models,
learning motion patterns,
tracked robots for urban search and rescue

##### 12743 Unsupervised Reciter Recognition Using Gaussian Mixture Models

**Authors:**
Ahmad Alwosheel,
Ahmed Alqaraawi

**Abstract:**

**Keywords:**
Quran,
speaker recognition,
reciter recognition,
Gaussian Mixture Model

##### 12742 Frequency Offset Estimation Schemes Based on ML for OFDM Systems in Non-Gaussian Noise Environments

**Authors:**
Keunhong Chae,
Seokho Yoon

**Abstract:**

**Keywords:**
frequency offset estimation,
maximum-likelihood,
non-Gaussian noise
environment,
OFDM,
training symbol

##### 12741 Closed-Form Sharma-Mittal Entropy Rate for Gaussian Processes

**Authors:**
Septimia Sarbu

**Abstract:**

**Keywords:**
generalized entropies,
Sharma-Mittal entropy rate,
Gaussian processes,
eigenvalues of the covariance matrix,
squeeze theorem

##### 12740 Gaussian Operations with a Single Trapped Ion

**Authors:**
Bruna G. M. Araújo,
Pedro M. M. Q. Cruz

**Abstract:**

**Keywords:**
Paul trap,
ion-laser interaction,
Gaussian operations

##### 12739 Simulation of Propagation of Cos-Gaussian Beam in Strongly Nonlocal Nonlinear Media Using Paraxial Group Transformation

**Authors:**
A. Keshavarz,
Z. Roosta

**Abstract:**

**Keywords:**
paraxial group transformation,
nonlocal nonlinear media,
cos-Gaussian beam,
ABCD law

##### 12738 Use of Gaussian-Euclidean Hybrid Function Based Artificial Immune System for Breast Cancer Diagnosis

**Authors:**
Cuneyt Yucelbas,
Seral Ozsen,
Sule Yucelbas,
Gulay Tezel

**Abstract:**

**Keywords:**
artificial immune system,
breast cancer diagnosis,
Euclidean function,
Gaussian function

##### 12737 System of Linear Equations, Gaussian Elimination

**Authors:**
Rabia Khan,
Nargis Munir,
Suriya Gharib,
Syeda Roshana Ali

**Abstract:**

**Keywords:**
direct,
indirect,
backward stage,
forward stage

##### 12736 Self-Action Effects of a Non-Gaussian Laser Beam Through Plasma

**Authors:**
Sandeep Kumar,
Naveen Gupta

**Abstract:**

**Keywords:**
non-Gaussian beam,
collisional plasma,
variational theory,
self-focusing

##### 12735 Adaptive Target Detection of High-Range-Resolution Radar in Non-Gaussian Clutter

**Authors:**
Lina Pan

**Abstract:**

**Keywords:**
non-Gaussian clutter,
covariance matrix estimation,
target detection,
maximum likelihood

##### 12734 Least Squares Solution for Linear Quadratic Gaussian Problem with Stochastic Approximation Approach

**Authors:**
Sie Long Kek,
Wah June Leong,
Kok Lay Teo

**Abstract:**

**Keywords:**
iteration procedure,
least squares solution,
linear quadratic Gaussian,
output error,
stochastic approximation

##### 12733 Physically Informed Kernels for Wave Loading Prediction

**Authors:**
Daniel James Pitchforth,
Timothy James Rogers,
Ulf Tyge Tygesen,
Elizabeth Jane Cross

**Abstract:**

**Keywords:**
offshore structures,
Gaussian processes,
Physics informed machine learning,
Kernel design

##### 12732 Interaction of Tungsten Tips with Laguerre-Gaussian Beams

**Authors:**
Abhisek Sinha,
Debobrata Rajak,
Shilpa Rani,
Ram Gopal,
Vandana Sharma

**Abstract:**

**Keywords:**
femtosecond,
Laguerre-Gaussian,
OAM,
tip

##### 12731 Gaussian Probability Density for Forest Fire Detection Using Satellite Imagery

**Authors:**
S. Benkraouda,
Z. Djelloul-Khedda,
B. Yagoubi

**Abstract:**

**Keywords:**
forest fire,
forest fire detection,
satellite image,
normal distribution,
theoretical gaussian model,
thermal infrared matrix image

##### 12730 Normalizing Logarithms of Realized Volatility in an ARFIMA Model

**Authors:**
G. L. C. Yap

**Abstract:**

**Keywords:**
Gaussian process,
long-memory,
normalization,
value-at-risk,
volatility,
Whittle estimator

##### 12729 ML-Based Blind Frequency Offset Estimation Schemes for OFDM Systems in Non-Gaussian Noise Environments

**Authors:**
Keunhong Chae,
Seokho Yoon

**Abstract:**

**Keywords:**
frequency offset,
cyclic prefix,
maximum-likelihood,
non-Gaussian
noise,
OFDM

##### 12728 Enhancing Temporal Extrapolation of Wind Speed Using a Hybrid Technique: A Case Study in West Coast of Denmark

**Authors:**
B. Elshafei,
X. Mao

**Abstract:**

**Keywords:**
data fusion,
Gaussian process regression,
signal denoise,
temporal extrapolation

##### 12727 Second Harmonic Generation of Higher-Order Gaussian Laser Beam in Density Rippled Plasma

**Authors:**
Jyoti Wadhwa,
Arvinder Singh

**Abstract:**

**Keywords:**
density rippled plasma,
higher order Gaussian laser beam,
moment theory approach,
second harmonic generation.

##### 12726 Stimulated Raman Scattering of Ultra Intense Hollow Gaussian Beam

**Authors:**
Prerana Sharma

**Abstract:**

**Keywords:**
Hollow Gaussian beam,
relativistic nonlinearity,
plasma physics,
Raman scattering

##### 12725 Pattern Synthesis of Nonuniform Linear Arrays Including Mutual Coupling Effects Based on Gaussian Process Regression and Genetic Algorithm

**Authors:**
Ming Su,
Ziqiang Mu

**Abstract:**

**Keywords:**
nonuniform linear antenna arrays,
GPR,
GA,
mutual coupling effects,
active element pattern