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Özlem Varlıklar Assoc. Prof. Dr. DOKUZ EYLUL UNIVERSITY, FACULTY OF ENGINEERING, DEPARTMENT OF COMPUTER ENGINEERING
Publication 14 Review 8 CrossRef Cited 4 TR Dizin Cited 17
14 Publication
8 Review
4 CrossRef Cited
17 TR Dizin Cited
0000-0001-6415-0698
16240676300

Research Fields

Computer Software Machine Learning Deep Learning Neural Networks Big Data Natural Language Processing Artificial Intelligence (Other)

Institution

DOKUZ EYLUL UNIVERSITY, FACULTY OF ENGINEERING, DEPARTMENT OF COMPUTER ENGINEERING

Popular Publications

Detecting Defective Expressions in Turkish Sentences Using a Hybrid Deep Learning Method
Authors: Atilla Suncak , Özlem Aktaş
Published: 2022 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2022247212
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 692

1

1

692

SYNTAX TREE GENERATOR FOR TURKISH
Authors: Murat Özgen , Özlem Aktaş , Cansel Özgen , Öykün Yenal , Çağdaş Can Birant
Published: 2024 , Dokuz Eylül University Journal of Humanities
DOI: 10.69878/deuefad.1436282
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 1006

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1

1006

Publications

Unleashing the Potential of Deep Learning Methods for Detecting Defective Expressions Using Hyperparameter Optimization Techniques
Authors: Atilla Suncak , Özlem Varlıklar
Published: 2025 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2025277910
FAVORITE 0 TOTAL DOWNLOAD COUNT 246

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246

An Improved Hybrid Model Based on Ensemble Features and Regularization Selection for Classification
Authors: Tohid Yousefi , Özlem Varlıklar , Mehmet Serhat Odabas
Published: 2024 , Black Sea Journal of Engineering and Science
DOI: 10.34248/bsengineering.1541950
FAVORITE 0 TOTAL DOWNLOAD COUNT 318

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318

SYNTAX TREE GENERATOR FOR TURKISH
Authors: Murat Özgen , Özlem Aktaş , Cansel Özgen , Öykün Yenal , Çağdaş Can Birant
Published: 2024 , Dokuz Eylül University Journal of Humanities
DOI: 10.69878/deuefad.1436282
FAVORITE 1 TOTAL DOWNLOAD COUNT 1006

1

1006

PYALLFFS: An Open-Source Library for All Filter Feature Selection Methods
Authors: Tohid Yousefi , Özlem Varlıklar
Published: 2024 , Black Sea Journal of Engineering and Science
DOI: 10.34248/bsengineering.1467132
FAVORITE 0 TOTAL DOWNLOAD COUNT 296

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296

The Design and Implementation of a Semantic-Based Proactive System for Raw Sensor Data: A Case Study for Laboratory Environments
Authors: Mehmet Milli , Özlem Aktaş , Musa Milli , Sanaz Lakestanı
Published: 2024 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.1218009
FAVORITE 0 TOTAL DOWNLOAD COUNT 325

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325

Semantic-based anomaly detection in laboratory environments using SOSA/SSN sensor ontology frameworks
Authors: Musa Milli, Mehmet Milli , Sanaz Lakestanı , Özlem Aktaş
Published: 2023 , Pamukkale University Journal of Engineering Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 365

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365

Detecting Defective Expressions in Turkish Sentences Using a Hybrid Deep Learning Method
Authors: Atilla Suncak , Özlem Aktaş
Published: 2022 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2022247212
FAVORITE 1 TOTAL DOWNLOAD COUNT 692

1

692

Turkish Sentiment Analysis Using Machine Learning Methods: Application on Online Food Order Site Reviews
Authors: Özlem Aktaş , Berkay Coşkuner, İlker Soner
Published: 2021 , Journal of Artificial Intelligence and Data Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 693

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693

A Novel Approach for Detecting Defective Expressions in Turkish
Authors: Atilla Suncak, Özlem Aktaş
Published: 2021 , Journal of Artificial Intelligence and Data Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 348

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348

Monitoring the Treatments and Interventions to Intensive Care Patients: A Study for Multidimensional Evaluation of Changes in Patient Test Results with Principal Component Analysis
Authors: Mohammed Abebe Yimer , Süleyman Sevinç , Ali Rıza Şişman , Özlem Aktaş , Oktay Yıldırım , Eminullah Yaşar
Published: 2021 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.782510
FAVORITE 0 TOTAL DOWNLOAD COUNT 621

0

621

Market Clearing Price Prediction With Artificial Neural Networks
Authors: Akın Ertaylan , Özlem Aktaş , Yunus Doğan
Published: 2021 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2021236708
FAVORITE 0 TOTAL DOWNLOAD COUNT 2801

0

2801

A NAMED ENTITY RECOGNITION MODEL FOR TURKISH LECTURE NOTES IN HISTORY AND GEOGRAPHY DOMAINS
Authors: Önder Can Sarı , Özlem Aktaş
Published: 2019 , Journal of Engineering Sciences and Design
DOI: 10.21923/jesd.448251
FAVORITE 0 TOTAL DOWNLOAD COUNT 1215

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1215

Türkçe Ders Metinleri İçin Özelleştirilmiş Bir Varlık İsmi Tanıma Yapısı
Authors: Önder Can Sarı , Özlem Aktaş
Published: 2018 , Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1453

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1453

Connotation: Educational Mobile Game Application For Turkish
Authors: Özlem Aktaş , Çağdaş Can Birant, Ozgün Koşaner , Atilla Suncak
Published: 2017 , Marmara Journal of Pure and Applied Sciences
DOI: 10.7240/marufbd.328179
FAVORITE 0 TOTAL DOWNLOAD COUNT 1215

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1215

Articles published in
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Black Sea Journal of Engineering and Science
Black Sea Journal of Engineering and Science
Dokuz Eylül University Journal of Humanities
Dokuz Eylül University Journal of Humanities
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Journal of Artificial Intelligence and Data Science
Journal of Artificial Intelligence and Data Science
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Marmara Journal of Pure and Applied Sciences
Marmara Journal of Pure and Applied Sciences
Pamukkale University Journal of Engineering Sciences
Pamukkale University Journal of Engineering Sciences
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Editorship
Innovative Artificial Intelligence
Innovative Artificial Intelligence
Technical Editor , Editor
Editorial Board Memberships
Innovative Artificial Intelligence
Innovative Artificial Intelligence

Reviews

Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Journal of Linguistics Research
Journal of Linguistics Research
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi

Publications

Detecting Defective Expressions in Turkish Sentences Using a Hybrid Deep Learning Method
Authors: Atilla Suncak , Özlem Aktaş
Published: 2022 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2022247212
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 692

1

1

692

Market Clearing Price Prediction With Artificial Neural Networks
Authors: Akın Ertaylan , Özlem Aktaş , Yunus Doğan
Published: 2021 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2021236708
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 2801

3

0

2801

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