Zeynep Orman profile image
Zeynep Orman Prof. Dr. İSTANBUL ÜNİVERSİTESİ - CERRAHPAŞA
Publication 17 Review 5 CrossRef Cited 4 TR Dizin Cited 8
17 Publication
5 Review
4 CrossRef Cited
8 TR Dizin Cited
0000-0002-0205-4198

Research Fields

Machine Learning Evolutionary Computation Artificial Intelligence Planning and Decision Making

Institution

İSTANBUL ÜNİVERSİTESİ - CERRAHPAŞA

Popular Publications

Investigation of Artificial Intelligence Based Optimization Algorithm
Authors: Şükrü Okul , Doğukan Aksu , Zeynep Orman
Published: 2019 , Istanbul Sabahattin Zaim University Journal of Institute of Science and Technology
DOI: -
CITED 0 FAVORITE 2 TOTAL DOWNLOAD COUNT 3534

0

2

3534

RULE GENERATION BASED ON MODIFIED CUTTLEFISH ALGORITHM FOR INTRUSION DETECTION SYSTEM
Authors: Adel Sabry Eesa, Sheren Sadıq, Masoud Hassan , Zeynep Orman
Published: 2021 , Uludağ University Journal of The Faculty of Engineering
DOI: 10.17482/uumfd.747078
CITED 0 FAVORITE 2 TOTAL DOWNLOAD COUNT 1068

0

2

1068

A Survey on Image Super-Resolution with Generative Adversarial Networks
Authors: Hürkal Hüsem , Zeynep Orman
Published: 2020 , Acta Infologica
DOI: 10.26650/acin.765320
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 3532

0

1

3532

A System Design for Latency Aware Dynamic Scaling at Distributed Data Stream Processing System
Authors: Zeynep Orman , Mert Kavi
Published: 2020 , İleri Mühendislik Çalışmaları ve Teknolojileri Dergisi
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 961

0

1

961

Mobile English Learning Application Based on Machine Learning
Authors: Esracan Güngör , Sinem Ak , Zeynep Orman
Published: 2021 , Journal of Computer Science and Technologies
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 2089

0

1

2089

Publications

IDENTIFICATION OF NON-TRAUMATIC VERTEBRAL COMPRESSION FRACTURES IN CT IMAGES USING A HYBRID DEEP LEARNING MODEL COMBINING DENSENET AND GAN
Authors: Murat Türkmen , Zeynep Orman
Published: 2025 , Uludağ University Journal of The Faculty of Engineering
DOI: 10.17482/uumfd.1557032
FAVORITE 0 TOTAL DOWNLOAD COUNT 714

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714

Classification of Hyperspectral Images in Remote Sensing with Convolutional Neural Network
Authors: Ali Gündüz , Zeynep Orman
Published: 2024 , Turkish Journal of Remote Sensing and GIS
DOI: 10.48123/rsgis.1344194
FAVORITE 0 TOTAL DOWNLOAD COUNT 761

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761

The Effect of Data Preprocessing Steps on the Performance of Machine Learning Methods in the Analysis of Health Data
Authors: Hatice Nizam Özoğur , Zeynep Orman
Published: 2023 , Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
DOI: 10.54525/tbbmd.1167316
FAVORITE 0 TOTAL DOWNLOAD COUNT 1584

0

1584

Anomaly Detection and Prediction for Smart Meter Data in Electrical Power Distribution
Authors: Serhat Yarat , Zeynep Orman
Published: 2023 , Journal of Computer Science and Technologies
DOI: 10.54047/bibted.1224628
FAVORITE 0 TOTAL DOWNLOAD COUNT 1835

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1835

Voyage Speed Optimization Using Genetic Algorithm
Authors: Tarık Taşpınar , Zeynep Orman
Published: 2023 , İleri Mühendislik Çalışmaları ve Teknolojileri Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 916

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916

Comparison of Different Heuristics Integrated with Neural Networks: A Case Study for Earthquake Damage Estimation
Authors: Ayşe Berika Varol Malkoçoğlu , Zeynep Orman , Rüya Şamlı
Published: 2022 , Acta Infologica
DOI: 10.26650/acin.1146097
FAVORITE 1 TOTAL DOWNLOAD COUNT 899

1

899

A New Model-Agnostic Method and Implementation for Explaining the Prediction on Finance Data
Authors: Samet Öztoprak , Zeynep Orman
Published: 2022 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.1079145
FAVORITE 0 TOTAL DOWNLOAD COUNT 1777

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1777

Akan Verinin Makine Öğrenme Algoritmaları Kullanılarak Ölçeklenmesi
Authors: Önder Aykurt , Zeynep Orman
Published: 2022 , Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
DOI: 10.54525/tbbmd.1051177
FAVORITE 0 TOTAL DOWNLOAD COUNT 1503

0

1503

Sentiment Analysis from Twitter Data during the Covid-19 Pandemic Era with LSTM Deep Learning Approach
Authors: Mehmet Can Yılmaz, Zeynep Orman
Published: 2021 , Acta Infologica
DOI: 10.26650/acin.947747
FAVORITE 0 TOTAL DOWNLOAD COUNT 2274

0

2274

Mobile English Learning Application Based on Machine Learning
Authors: Esracan Güngör , Sinem Ak , Zeynep Orman
Published: 2021 , Journal of Computer Science and Technologies
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 2089

1

2089

RULE GENERATION BASED ON MODIFIED CUTTLEFISH ALGORITHM FOR INTRUSION DETECTION SYSTEM
Authors: Adel Sabry Eesa, Sheren Sadıq, Masoud Hassan , Zeynep Orman
Published: 2021 , Uludağ University Journal of The Faculty of Engineering
DOI: 10.17482/uumfd.747078
FAVORITE 2 TOTAL DOWNLOAD COUNT 1068

2

1068

A Survey on Image Super-Resolution with Generative Adversarial Networks
Authors: Hürkal Hüsem , Zeynep Orman
Published: 2020 , Acta Infologica
DOI: 10.26650/acin.765320
FAVORITE 1 TOTAL DOWNLOAD COUNT 3532

1

3532

A System Design for Latency Aware Dynamic Scaling at Distributed Data Stream Processing System
Authors: Zeynep Orman , Mert Kavi
Published: 2020 , İleri Mühendislik Çalışmaları ve Teknolojileri Dergisi
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 961

1

961

Baby Face Generation with Generative Adversarial Neural Networks: A Case Study
Authors: Gizem Ortaç , Zeliha Doğan , Zeynep Orman , Rüya Şamlı
Published: 2020 , Acta Infologica
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 4459

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4459

A MODIFIED FIREFLY ALGORITHM-BASED FEATURE SELECTION METHOD AND ARTIFICIAL IMMUNE SYSTEM FOR INTRUSION DETECTION
Authors: Melike Günay , Zeynep Orman
Published: 2020 , Uludağ University Journal of The Faculty of Engineering
DOI: 10.17482/uumfd.649003
FAVORITE 0 TOTAL DOWNLOAD COUNT 1597

0

1597

Investigation of Artificial Intelligence Based Optimization Algorithm
Authors: Şükrü Okul , Doğukan Aksu , Zeynep Orman
Published: 2019 , Istanbul Sabahattin Zaim University Journal of Institute of Science and Technology
DOI: -
FAVORITE 2 TOTAL DOWNLOAD COUNT 3534

2

3534

IMPLEMENTATION OF A PATH DETECTION ALGORITHM FOR MOVING IMAGES ON THE CNN UNIVERSAL MACHINE
Authors: Emel Arslan , Zeynep Orman , Sabri Arık
Published: 2012 , IU-Journal of Electrical & Electronics Engineering
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 943

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943

Articles published in
Acta Infologica
Acta Infologica
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
İleri Mühendislik Çalışmaları ve Teknolojileri Dergisi
İleri Mühendislik Çalışmaları ve Teknolojileri Dergisi
Istanbul Sabahattin Zaim University Journal of Institute of Science and Technology
Istanbul Sabahattin Zaim University Journal of Institute of Science and Technology
IU-Journal of Electrical & Electronics Engineering
IU-Journal of Electrical & Electronics Engineering
Journal of Computer Science and Technologies
Journal of Computer Science and Technologies
Turkish Journal of Remote Sensing and GIS
Turkish Journal of Remote Sensing and GIS
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Uludağ University Journal of The Faculty of Engineering
Uludağ University Journal of The Faculty of Engineering

Reviews

Journal of Higher Education and Science
Journal of Higher Education and Science
Textile and Apparel
Textile and Apparel
Uludağ University Journal of The Faculty of Engineering
Uludağ University Journal of The Faculty of Engineering

Publications

The Effect of Data Preprocessing Steps on the Performance of Machine Learning Methods in the Analysis of Health Data
Authors: Hatice Nizam Özoğur , Zeynep Orman
Published: 2023 , Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
DOI: 10.54525/tbbmd.1167316
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1584

3

0

1584

A MODIFIED FIREFLY ALGORITHM-BASED FEATURE SELECTION METHOD AND ARTIFICIAL IMMUNE SYSTEM FOR INTRUSION DETECTION
Authors: Melike Günay , Zeynep Orman
Published: 2020 , Uludağ University Journal of The Faculty of Engineering
DOI: 10.17482/uumfd.649003
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1597

1

0

1597

Popular Publications: It is determined automatically by the researchers doing research in DergiPark according to the statistics of being added to the favorites. CrossRef Cited: The citations shown in DergiPark are drawn from CrossRef. For this, the cited and cited articles must be registered in CrossRef (DOI number). ^: Citation numbers are reflected in the system by DergiPark at certain periods.