Ufuk Beyaztas

Ufuk Beyaztas

Marmara Üniversitesi

H-index: 11

Asia-Turkey

About Ufuk Beyaztas

Ufuk Beyaztas, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at Marmara Üniversitesi, specializes in the field of Functional data analysis, Resampling methods, Time series analysis, Statistics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Penalized function-on-function linear quantile regression

Robust functional logistic regression

Robust functional linear regression models

A robust scalar-on-function logistic regression for classification

Robust function-on-function interaction regression

Robust scalar-on-function partial quantile regression

Package ‘robflreg’

Research Article Establishment of Dynamic Evolving Neural-Fuzzy Inference System Model for Natural Air Temperature Prediction

Ufuk Beyaztas Information

University

Position

Department of Statistics

Citations(all)

520

Citations(since 2020)

489

Cited By

123

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

16

i10Index(since 2020)

12

Email

University Profile Page

Marmara Üniversitesi

Google Scholar

View Google Scholar Profile

Ufuk Beyaztas Skills & Research Interests

Functional data analysis

Resampling methods

Time series analysis

Statistics

Top articles of Ufuk Beyaztas

Title

Journal

Author(s)

Publication Date

Penalized function-on-function linear quantile regression

Computational Statistics

Ufuk Beyaztas

Han Lin Shang

Semanur Saricam

2024/4/17

Robust functional logistic regression

Advances in Data Analysis and Classification

Berkay Akturk

Ufuk Beyaztas

Han Lin Shang

Abhijit Mandal

2024/2/12

Robust functional linear regression models

R Journal

Ufuk Beyaztas

Han Lin Shang

2023/3/1

A robust scalar-on-function logistic regression for classification

Communications in Statistics-Theory and Methods

Muge Mutis

Ufuk Beyaztas

Gulhayat Golbasi Simsek

Han Lin Shang

2023/12/2

Robust function-on-function interaction regression

Statistical Modelling

Ufuk Beyaztas

Han Lin Shang

Abhijit Mandal

2023/10/23

Robust scalar-on-function partial quantile regression

Journal of Applied Statistics

Ufuk Beyaztas

Mujgan Tez

Han Lin Shang

2023/4/18

Package ‘robflreg’

Journal of Agricultural, Biological, and Environmental Statistics

Ufuk Beyaztas

Han Lin Shang

2022/5/11

Research Article Establishment of Dynamic Evolving Neural-Fuzzy Inference System Model for Natural Air Temperature Prediction

Suraj Kumar Bhagat

Tiyasha Tiyasha

Zainab Al-khafaji

Patrick Laux

Ahmed A Ewees

...

2022

Robust bootstrap prediction intervals for univariate and multivariate autoregressive time series models

Journal of Applied Statistics

Ufuk Beyaztas

Han Lin Shang

2022/4/4

On partial least‐squares estimation in scalar‐on‐function regression models

Journal of Chemometrics

Semanur Saricam

Ufuk Beyaztas

Baris Asikgil

Han Lin Shang

2022/12

A robust functional partial least squares for scalar‐on‐multiple‐function regression

Journal of Chemometrics

Ufuk Beyaztas

Han Lin Shang

2022/4

Establishment of dynamic evolving neural-fuzzy inference system model for natural air temperature prediction

Complexity

Suraj Kumar Bhagat

Tiyasha Tiyasha

Zainab Al-Khafaji

Patrick Laux

Ahmed A Ewees

...

2022/9/23

Machine-learning-based functional time series forecasting: application to age-specific mortality rates

Forecasting

Ufuk Beyaztas

Hanlin Shang

2022/3/18

A comparison of parameter estimation in function-on-function regression

Communications in Statistics-Simulation and Computation

Ufuk Beyaztas

Han Lin Shang

2022/8/3

A robust partial least squares approach for function-on-function regression

Brazilian Journal of Probability and Statistics

Ufuk Beyaztas

Han Lin Shang

2022/6

Function-on-function partial quantile regression

Journal of Agricultural, Biological and Environmental Statistics

Ufuk Beyaztas

Han Lin Shang

Aylin Alin

2022/3

Prediction of dissolved oxygen, biochemical oxygen demand, and chemical oxygen demand using hydrometeorological variables: case study of Selangor River, Malaysia

Environment, development and sustainability

Sinan Q Salih

Intisar Alakili

Ufuk Beyaztas

Shamsuddin Shahid

Zaher Mundher Yaseen

2021/5

A partial least squares approach for function-on-function interaction regression

Computational Statistics

Ufuk Beyaztas

Han Lin Shang

2021

Function-on-function linear quantile regression

arXiv preprint arXiv:2111.05374

Ufuk Beyaztas

Han Lin Shang

2021/11/9

Prediction of copper ions adsorption by attapulgite adsorbent using tuned-artificial intelligence model

Chemosphere

Suraj Kumar Bhagat

Konstantina Pyrgaki

Sinan Q Salih

Tiyasha Tiyasha

Ufuk Beyaztas

...

2021/8/1

See List of Professors in Ufuk Beyaztas University(Marmara Üniversitesi)

Co-Authors

H-index: 39
ERCAN KAHYA

ERCAN KAHYA

Istanbul Teknik Üniversitesi

H-index: 29
Han Lin Shang

Han Lin Shang

Macquarie University

H-index: 10
Aylin ALIN

Aylin ALIN

Dokuz Eylül Üniversitesi

H-index: 8
Soutir Bandyopadhyay

Soutir Bandyopadhyay

Colorado School of Mines

H-index: 7
Mujgan Tez

Mujgan Tez

Marmara Üniversitesi

H-index: 6
Beste Hamiye Beyaztaş

Beste Hamiye Beyaztaş

Istanbul Medeniyet Üniversitesi

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