**Commenced**in January 2007

**Frequency:**Monthly

**Edition:**International

**Paper Count:**14096

# Search results for: Gaussian process for regression

##### 14096 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

##### 14095 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

##### 14094 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

##### 14093 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

##### 14092 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

##### 14091 Image Compression Based on Regression SVM and Biorthogonal Wavelets

**Authors:**
Zikiou Nadia,
Lahdir Mourad,
Ameur Soltane

**Abstract:**

**Keywords:**
image compression,
2D discrete wavelet transform (DWT-2D),
support vector regression (SVR),
SVM Kernels,
run-length,
arithmetic coding

##### 14090 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

##### 14089 A Learning-Based EM Mixture Regression Algorithm

**Authors:**
Yi-Cheng Tian,
Miin-Shen Yang

**Abstract:**

**Keywords:**
clustering,
EM algorithm,
Gaussian mixture model,
mixture regression model

##### 14088 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

##### 14087 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

##### 14086 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

##### 14085 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

##### 14084 Non-Parametric Regression over Its Parametric Couterparts with Large Sample Size

**Authors:**
Jude Opara,
Esemokumo Perewarebo Akpos

**Abstract:**

**Keywords:**
Theil’s regression,
Bayesian information criterion,
Akaike information criterion,
OLS

##### 14083 Propagation of Cos-Gaussian Beam in Photorefractive Crystal

**Authors:**
A. Keshavarz

**Abstract:**

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

##### 14082 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

##### 14081 Unsupervised Reciter Recognition Using Gaussian Mixture Models

**Authors:**
Ahmad Alwosheel,
Ahmed Alqaraawi

**Abstract:**

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

##### 14080 Coverage Probability Analysis of WiMAX Network under Additive White Gaussian Noise and Predicted Empirical Path Loss Model

**Authors:**
Chaudhuri Manoj Kumar Swain,
Susmita Das

**Abstract:**

**Keywords:**
WiMAX,
RSSI,
path loss,
coverage probability,
regression analysis

##### 14079 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

##### 14078 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

##### 14077 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

##### 14076 Ordinal Regression with Fenton-Wilkinson Order Statistics: A Case Study of an Orienteering Race

**Authors:**
Joonas Pääkkönen

**Abstract:**

**Keywords:**
Fenton-Wilkinson approximation,
German tank problem,
log-normal distribution,
order statistics,
ordinal regression,
orienteering,
sports analytics,
sports modeling

##### 14075 Regression for Doubly Inflated Multivariate Poisson Distributions

**Authors:**
Ishapathik Das,
Sumen Sen,
N. Rao Chaganty,
Pooja Sengupta

**Abstract:**

**Keywords:**
copula,
Gaussian copula,
multivariate distributions,
inflated distributios

##### 14074 A Comparison of Neural Network and DOE-Regression Analysis for Predicting Resource Consumption of Manufacturing Processes

**Authors:**
Frank Kuebler,
Rolf Steinhilper

**Abstract:**

**Keywords:**
artificial neural network,
design of experiments,
regression analysis,
resource efficiency,
manufacturing process

##### 14073 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

##### 14072 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

##### 14071 Behind Fuzzy Regression Approach: An Exploration Study

**Authors:**
Lavinia B. Dulla

**Abstract:**

**Keywords:**
fuzzy regression approach,
minimum fuzziness criterion,
interval regression,
prediction interval

##### 14070 System of Linear Equations, Gaussian Elimination

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

**Abstract:**

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

##### 14069 A Novel Approach towards Test Case Prioritization Technique

**Authors:**
Kamna Solanki,
Yudhvir Singh,
Sandeep Dalal

**Abstract:**

**Keywords:**
regression testing,
software testing,
test case prioritization,
test suite optimization

##### 14068 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

##### 14067 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