**Commenced**in January 2007

**Frequency:**Monthly

**Edition:**International

**Paper Count:**53

# Search results for: regularization

##### 53 Intelligent Computing with Bayesian Regularization Artificial Neural Networks for a Nonlinear System of COVID-19 Epidemic Model for Future Generation Disease Control

**Authors:**
Tahir Nawaz Cheema,
Dumitru Baleanu,
Ali Raza

**Abstract:**

**Keywords:**
mathematical models,
beysian regularization,
bayesian-regularization backpropagation networks,
regression analysis,
numerical computing

##### 52 Divergence Regularization Method for Solving Ill-Posed Cauchy Problem for the Helmholtz Equation

**Authors:**
Benedict Barnes,
Anthony Y. Aidoo

**Abstract:**

**Keywords:**
divergence regularization method,
Helmholtz equation,
ill-posed inhomogeneous Cauchy boundary conditions

##### 51 Supervised-Component-Based Generalised Linear Regression with Multiple Explanatory Blocks: THEME-SCGLR

**Authors:**
Bry X.,
Trottier C.,
Mortier F.,
Cornu G.,
Verron T.

**Abstract:**

**Keywords:**
Component-Model,
Fisher Scoring Algorithm,
GLM,
PLS Regression,
SCGLR,
SEER,
THEME

##### 50 Analysis and Simulation of TM Fields in Waveguides with Arbitrary Cross-Section Shapes by Means of Evolutionary Equations of Time-Domain Electromagnetic Theory

**Authors:**
Ömer Aktaş,
Olga A. Suvorova,
Oleg Tretyakov

**Abstract:**

**Keywords:**
analytical regularization method,
electromagnetic theory evolutionary equations of time-domain,
TM Field

##### 49 Regularizing Software for Aerosol Particles

**Authors:**
Christine Böckmann,
Julia Rosemann

**Abstract:**

**Keywords:**
aerosol particles,
inverse problem,
microphysical particle properties,
regularization

##### 48 Ill-Posed Inverse Problems in Molecular Imaging

**Authors:**
Ranadhir Roy

**Abstract:**

**Keywords:**
constrained minimization,
ill-conditioned inverse problems,
Tikhonov regularization method,
penalty modified barrier function method

##### 47 Numerical Applications of Tikhonov Regularization for the Fourier Multiplier Operators

**Authors:**
Fethi Soltani,
Adel Almarashi,
Idir Mechai

**Abstract:**

**Keywords:**
fourier multiplier operators,
Gauss-Kronrod method of integration,
Paley-Wiener space,
Tikhonov regularization

##### 46 An Improved Total Variation Regularization Method for Denoising Magnetocardiography

**Authors:**
Yanping Liao,
Congcong He,
Ruigang Zhao

**Abstract:**

**Keywords:**
constraint parameters,
derivative matrix,
magnetocardiography,
regular term,
total variation

##### 45 A Relative Entropy Regularization Approach for Fuzzy C-Means Clustering Problem

**Authors:**
Ouafa Amira,
Jiangshe Zhang

**Abstract:**

**Keywords:**
clustering,
fuzzy c-means,
regularization,
relative entropy

##### 44 Regularization of Gene Regulatory Networks Perturbed by White Noise

**Authors:**
Ramazan I. Kadiev,
Arcady Ponosov

**Abstract:**

**Keywords:**
ill-posed problems,
singular perturbation analysis,
stochastic differential equations,
switching nonlinearities

##### 43 Training a Neural Network Using Input Dropout with Aggressive Reweighting (IDAR) on Datasets with Many Useless Features

**Authors:**
Stylianos Kampakis

**Abstract:**

**Keywords:**
neural networks,
feature selection,
regularization,
aggressive reweighting

##### 42 Sum Capacity with Regularized Channel Inversion in Multi-Antenna Downlink Systems under Equal Power Constraint

**Authors:**
Attaullah Khawaja,
Amna Shabbir

**Abstract:**

**Keywords:**
broadcast channel,
channel inversion,
multiple antenna multiple-user wireless,
multiple-input multiple-output (MIMO),
regularization,
dirty paper coding (DPC),
sum capacity

##### 41 Large Neural Networks Learning From Scratch With Very Few Data and Without Explicit Regularization

**Authors:**
Christoph Linse,
Thomas Martinetz

**Abstract:**

**Keywords:**
convolutional neural networks,
fine-grained image classification,
generalization,
image recognition,
over-parameterized,
small data sets

##### 40 Applied Bayesian Regularized Artificial Neural Network for Up-Scaling Wind Speed Profile and Distribution

**Authors:**
Aghbalou Nihad,
Charki Abderafi,
Saida Rahali,
Reklaoui Kamal

**Abstract:**

**Keywords:**
bayesian regularization,
neural network,
wind shear,
accuracy

##### 39 Regularized Euler Equations for Incompressible Two-Phase Flow Simulations

**Authors:**
Teng Li,
Kamran Mohseni

**Abstract:**

**Keywords:**
Euler equations,
incompressible flow simulation,
inviscid regularization technique,
two-phase flow

##### 38 The Observable Method for the Regularization of Shock-Interface Interactions

**Authors:**
Teng Li,
Kamran Mohseni

**Abstract:**

**Keywords:**
compressible flow simulation,
inviscid regularization,
Richtmyer-Meshkov instability,
shock-bubble interactions.

##### 37 A Study on Inverse Determination of Impact Force on a Honeycomb Composite Panel

**Authors:**
Hamed Kalhori,
Lin Ye

**Abstract:**

**Keywords:**
honeycomb composite panel,
deconvolution,
impact localization,
force reconstruction

##### 36 Parameters Identification and Sensitivity Study for Abrasive WaterJet Milling Model

**Authors:**
Didier Auroux,
Vladimir Groza

**Abstract:**

**Keywords:**
Abrasive Waterjet Milling,
inverse problem,
model parameters identification,
regularization

##### 35 Application of Regularized Spatio-Temporal Models to the Analysis of Remote Sensing Data

**Authors:**
Salihah Alghamdi,
Surajit Ray

**Abstract:**

**Keywords:**
irregularly shaped domain,
partial differential equations,
finite element analysis,
complex boundray

##### 34 Reconstruction of Signal in Plastic Scintillator of PET Using Tikhonov Regularization

**Authors:**
L. Raczynski,
P. Moskal,
P. Kowalski,
W. Wislicki,
T. Bednarski,
P. Bialas,
E. Czerwinski,
A. Gajos,
L. Kaplon,
A. Kochanowski,
G. Korcyl,
J. Kowal,
T. Kozik,
W. Krzemien,
E. Kubicz,
Sz. Niedzwiecki,
M. Palka,
Z. Rudy,
O. Rundel,
P. Salabura,
N.G. Sharma,
M. Silarski,
A. Slomski,
J. Smyrski,
A. Strzelecki,
A. Wieczorek,
M. Zielinski,
N. Zon

**Abstract:**

**Keywords:**
plastic scintillators,
positron emission tomography,
statistical analysis,
tikhonov regularization

##### 33 An Approach to Solving Some Inverse Problems for Parabolic Equations

**Authors:**
Bolatbek Rysbaiuly,
Aliya S. Azhibekova

**Abstract:**

**Keywords:**
iterative approach,
inverse problem,
parabolic equation,
reservoir properties

##### 32 Application of Regularized Low-Rank Matrix Factorization in Personalized Targeting

**Authors:**
Kourosh Modarresi

**Abstract:**

**Keywords:**
convex optimization,
LASSO,
regression,
recommender systems,
singular value decomposition,
low rank approximation

##### 31 Global Stability Of Nonlinear Itô Equations And N. V. Azbelev's W-method

**Authors:**
Arcady Ponosov.,
Ramazan Kadiev

**Abstract:**

**Keywords:**
asymptotic stability,
delay equations,
operator methods,
stochastic noise

##### 30 Epileptic Seizure Prediction by Exploiting Signal Transitions Phenomena

**Authors:**
Mohammad Zavid Parvez,
Manoranjan Paul

**Abstract:**

**Keywords:**
Epilepsy,
seizure,
phase correlation,
fluctuation,
deviation.

##### 29 Camera Model Identification for Mi Pad 4, Oppo A37f, Samsung M20, and Oppo f9

**Authors:**
Ulrich Wake,
Eniman Syamsuddin

**Abstract:**

**Keywords:**
One Cycle Policy,
ResNet34,
ResNet50,
Test-Time Agumentation

##### 28 Analysis of the Significance of Multimedia Channels Using Sparse PCA and Regularized SVD

**Authors:**
Kourosh Modarresi

**Abstract:**

**Keywords:**
multimedia attribution,
sparse principal component,
regularization,
singular value decomposition,
feature significance,
machine learning,
linear systems,
variable shrinkage

##### 27 Fairness in Recommendations Ranking: From Pairwise Approach to Listwise Approach

**Authors:**
Patik Joslin Kenfack,
Polyakov Vladimir Mikhailovich

**Abstract:**

**Keywords:**
Fairness,
Recommender System,
Ranking,
Listwise Approach

##### 26 Stability of Solutions of Semidiscrete Stochastic Systems

**Authors:**
Ramazan Kadiev,
Arkadi Ponossov

**Abstract:**

**Keywords:**
abrupt changes,
exponential stability,
regularization,
stochastic noises

##### 25 An Epsilon Hierarchical Fuzzy Twin Support Vector Regression

**Authors:**
Arindam Chaudhuri

**Abstract:**

**Keywords:**
regression,
epsilon-TSVR,
epsilon-FTSVR,
epsilon-HFTSVR

##### 24 A Discrete Logit Survival Model with a Smooth Baseline Hazard for Age at First Alcohol Intake among Students at Tertiary Institutions in Thohoyandou, South Africa

**Authors:**
A. Bere,
H. G. Sithuba,
K. Kyei,
C. Sigauke

**Abstract:**

**Keywords:**
cross-validation,
discrete hazard model,
LASSO,
smooth baseline hazard