Alp USTUNDAG

Alp USTUNDAG

Istanbul Teknik Üniversitesi

H-index: 25

Asia-Turkey

About Alp USTUNDAG

Alp USTUNDAG, With an exceptional h-index of 25 and a recent h-index of 21 (since 2020), a distinguished researcher at Istanbul Teknik Üniversitesi, specializes in the field of financial analytics, supply chain analytics, machine learning, optimization, digital transformation.

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

An adaptive and enhanced framework for daily stock market prediction using feature selection and ensemble learning algorithms

A dynamic feature selection technique for the stock price forecasting

Big data–enabled sign prediction for Borsa Istanbul intraday equity prices

An Intelligent System for Determination of Stop–Loss and Take–Profit Limits: A Dynamic Decision Learning Approach

Business Analytics for Managers

Development of an augmented reality-based process management system: The case of a natural gas power plant

Financial Analytics

BUSINESS ANALYTICS FOR PROFESSIONALS.

Alp USTUNDAG Information

University

Position

Prof. Dr. in Industrial Engineering Department at

Citations(all)

3752

Citations(since 2020)

2922

Cited By

1608

hIndex(all)

25

hIndex(since 2020)

21

i10Index(all)

39

i10Index(since 2020)

31

Email

University Profile Page

Istanbul Teknik Üniversitesi

Google Scholar

View Google Scholar Profile

Alp USTUNDAG Skills & Research Interests

financial analytics

supply chain analytics

machine learning

optimization

digital transformation

Top articles of Alp USTUNDAG

Title

Journal

Author(s)

Publication Date

An adaptive and enhanced framework for daily stock market prediction using feature selection and ensemble learning algorithms

Journal of Business Analytics

Mahmut Sami Sivri

Alp Ustundag

2024/1/2

A dynamic feature selection technique for the stock price forecasting

Mahmut Sami Sivri

Ahmet Berkay Gultekin

Alp Ustundag

Omer Faruk Beyca

Omer Faruk Gurcan

...

2023/8/17

Big data–enabled sign prediction for Borsa Istanbul intraday equity prices

Borsa Istanbul Review

Abdurrahman Kılıç

Bülent Güloğlu

Atakan Yalçın

Alp Üstündağ

2023/12/1

An Intelligent System for Determination of Stop–Loss and Take–Profit Limits: A Dynamic Decision Learning Approach

Mahmut Sami Sivri

Ahmet Berkay Gultekin

Alp Ustundag

Omer Faruk Beyca

Emre Ari

...

2023/8/17

Business Analytics for Managers

Yakup Turgut

Yildiz Kose

Alp Ustundag

Emre Cevikcan

2022/5/10

Development of an augmented reality-based process management system: The case of a natural gas power plant

IISE Transactions

Mustafa Esengün

Alp Üstündağ

Gökhan İnce

2022/11/22

Financial Analytics

Mahmut Sami Sivri

Abdullah Emin Kazdaloglu

Emre Ari

Hidayet Beyhan

Alp Ustundag

2022/5/10

BUSINESS ANALYTICS FOR PROFESSIONALS.

ALP USTUNDAG

EMRE CEVIKCAN

OMER FARUK BEYCA

2022

Fuzzy Soft Set Based Stock Prediction Model Integrating Machine Learning with Deep Sentiment Analysis.

Journal of Multiple-Valued Logic & Soft Computing

Mahmut Sami Sivri

Alp Ustundag

2022/9/1

From Statistical to Deep Learning Models: A Comparative Sentiment Analysis Over Commodity News

Mahmut Sami Sivri

Buse Sibel Korkmaz

Alp Ustundag

2022

Equity Portfolio Optimization Using Reinforcement Learning: Emerging Market Case

Mert Candar

Alp Üstündağ

2022/7/2

Ensemble learning based stock market prediction enhanced with sentiment analysis

Mahmut Sami Sivri

Alp Ustundag

Buse Sibel Korkmaz

2022

Feature Engineering

Alp Ustundag

Mahmut Sami Sivri

Kenan Menguc

2022/5/10

Technology Project Portfolio Selection in Industry 4.0

Aysenur Budak

Alp Ustundag

2021

An Optimal Customized Pricing Strategy for Truckload Transportation

Ayşenur Budak

Alp Ustundag

Bülent Güloğlu

2021

Combining predictive base models using deep ensemble learning

Journal of Intelligent & Fuzzy Systems

Mahir Oner

Alp Ustundag

2020

See List of Professors in Alp USTUNDAG University(Istanbul Teknik Üniversitesi)

Co-Authors

H-index: 45
ihsan kaya

ihsan kaya

Yildiz Teknik Üniversitesi

H-index: 37
Basar Oztaysi

Basar Oztaysi

Istanbul Teknik Üniversitesi

H-index: 28
Selcuk Cebi

Selcuk Cebi

Yildiz Teknik Üniversitesi

H-index: 24
Emre Çevikcan

Emre Çevikcan

Istanbul Teknik Üniversitesi

H-index: 20
Bulent Guloglu

Bulent Guloglu

Istanbul Teknik Üniversitesi

H-index: 19
Mehmet Bülent Durmuşoğlu

Mehmet Bülent Durmuşoğlu

Istanbul Teknik Üniversitesi

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