Burak Alakent

Burak Alakent

Bogaziçi Üniversitesi

H-index: 10

Asia-Turkey

About Burak Alakent

Burak Alakent, With an exceptional h-index of 10 and a recent h-index of 9 (since 2020), a distinguished researcher at Bogaziçi Üniversitesi, specializes in the field of Soft Sensor Design, Statistical Process Monitoring, Applied Statistics, Molecular Modeling.

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

Semi-supervised Variational Autoencoders for Regression: Application to Soft Sensors

High and Robust Fault Detection via Polynomial Approximated Isomap Embeddings

Reducing smearing effect in contribution plots and improving fault detection via polynomial approximated isomap embeddings

Global interpretation and generalizability of boosted regression models for the prediction of methylene blue adsorption by different clay minerals and alkali activated materials

Soft-sensor design via task transferred just-in-time-learning coupled transductive moving window learner

Effect of silane A-174 modifications in the structure, chemistry, and compressive strength of PLA-HAP and PLA-β-TCP biocomposites: Toward the design of polymer–ceramic implants …

Employing Adaptive Just-In-Time-Learning in a Transfer Learning Frame for Soft-Sensor Design

Online tuning of predictor weights for relevant data selection in just-in-time-learning

Burak Alakent Information

University

Position

Associate Professor of Chemical Engineering

Citations(all)

301

Citations(since 2020)

192

Cited By

136

hIndex(all)

10

hIndex(since 2020)

9

i10Index(all)

13

i10Index(since 2020)

7

Email

University Profile Page

Bogaziçi Üniversitesi

Google Scholar

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Burak Alakent Skills & Research Interests

Soft Sensor Design

Statistical Process Monitoring

Applied Statistics

Molecular Modeling

Top articles of Burak Alakent

Title

Journal

Author(s)

Publication Date

Semi-supervised Variational Autoencoders for Regression: Application to Soft Sensors

Yilin Zhuang

Zhuobin Zhou

Burak Alakent

Mehmet Mercangöz

2023/7/18

High and Robust Fault Detection via Polynomial Approximated Isomap Embeddings

Burak Alakent

2023/1/1

Reducing smearing effect in contribution plots and improving fault detection via polynomial approximated isomap embeddings

The Canadian Journal of Chemical Engineering

Burak Alakent

2022/11/16

Global interpretation and generalizability of boosted regression models for the prediction of methylene blue adsorption by different clay minerals and alkali activated materials

Chemosphere

Burak Alakent

Kardelen Kaya-Özkiper

Sezen Soyer-Uzun

2022/12/1

Soft-sensor design via task transferred just-in-time-learning coupled transductive moving window learner

Journal of Process Control

Burak Alakent

2021/5/1

Effect of silane A-174 modifications in the structure, chemistry, and compressive strength of PLA-HAP and PLA-β-TCP biocomposites: Toward the design of polymer–ceramic implants …

ACS Applied Polymer Materials

Feyza Kevser Oner

Burak Alakent

Sezen Soyer-Uzun

2021/4/5

Employing Adaptive Just-In-Time-Learning in a Transfer Learning Frame for Soft-Sensor Design

Burak Alakent

2021/1/1

Online tuning of predictor weights for relevant data selection in just-in-time-learning

Chemometrics and Intelligent Laboratory Systems

Burak Alakent

2020/8/15

An experimental and modeling study aiming to enhance the performance of OSR of a methane fuel processor via Box-Behnken design

Fuel processing technology

Cihat Öztepe

Burak Alakent

Burcu Selen Caglayan

A Erhan Aksoylu

2020/8/1

Integrating adaptive moving window and just-in-time learning paradigms for soft-sensor design

Neurocomputing

Aysun Urhan

Burak Alakent

2020/6/7

Comparative Study on Factors Governing Binding Mechanisms in Polylactic Acid–Hydroxyapatite and Polyethylene–Hydroxyapatite Systems via Molecular Dynamics Simulations

Langmuir

Melike Dilara Goreke

Burak Alakent

Sezen Soyer-Uzun

2020/1/14

Soft sensor design using transductive moving window learner

Computers & Chemical Engineering

Burak Alakent

2020/9/2

See List of Professors in Burak Alakent University(Bogaziçi Üniversitesi)

Co-Authors

H-index: 34
Pemra Doruker

Pemra Doruker

University of Pittsburgh

H-index: 25
Mehmet Mercangöz

Mehmet Mercangöz

Imperial College London

H-index: 17
Sezen Soyer Uzun

Sezen Soyer Uzun

Bogaziçi Üniversitesi

H-index: 12
Zeynep Kurkcuoglu

Zeynep Kurkcuoglu

Bogaziçi Üniversitesi

H-index: 8
Ece C. Mutlu

Ece C. Mutlu

University of Central Florida

H-index: 4
Aysun Urhan

Aysun Urhan

Technische Universiteit Delft

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