Enhanced Multi-Class Driver Injury Severity Prediction Using a Hybrid Deep Learning and Random Forest Approach

Applied Sciences, vol. 15, no. 3, pp. 1586–

Çiğdem Acı, Gizen Mutlu Korucu, Murat Özen, Mehmet Acı

2025 Hakemli SCI-Expanded Q1 Link
Deep Learning-Based Prediction Models for theDetection of Vitamin D Deficiency and25-Hydroxyvitamin D Levels Using Complete BloodCount Tests

ROMANIAN JOURNAL OF INFORMATION SCIENCE AND TECHNOLOGY, vol. 27, no. 3-4, pp. 295–309

Uğur Engin Eşsiz, Çiğdem Acı, Esra Saraç Eşsiz, Mehmet Acı

2024 Hakemli SCI-Expanded Q1 1 atıf Link
Performance comparison of data balancing techniques on hate speech detection in Turkish

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI, vol. 30, no. 5, pp. 610–621

Habibe Karayiğit, Ali Akdağlı, Çiğdem Acı

2024 Hakemli TR DİZİN 1 atıf Link
An Extractive Text Summarization Model for Generating Extended Abstracts of Medical Papers in Turkish

Journal of Computer Science and Technologies, vol. 4, no. 1, pp. 19–26

Anıl Kuş, Çiğdem Acı

2023 Hakemli İlgili alanda önde gelen ülkelerin hakemli bilimsel/mesleki dergilerinde yayımlanmış tam makale Link
BERT-based Transfer Learning Model for COVID-19 Sentiment Analysis on Turkish Instagram Comments

INFORMATION TECHNOLOGY AND CONTROL, vol. 51, no. 3, pp. 409–428

Karayiğit Habibe, Habibe Karayiğit, Ali Akdağlı, Çiğdem Acı

2022 Hakemli SCI-Expanded Q4 7 atıf Link
SVM-SMO-SGD: A hybrid-parallel support vector machine algorithm using sequential minimal optimization with stochastic gradient descent

PARALLEL COMPUTING, vol. 113, no. 102955, pp. 102955–10

Gizen Mutlu, Çiğdem Acı

2022 Hakemli SCI-Expanded Q3 15 atıf Link
Homophobic and Hate Speech Detection Using Multilingual-BERT Mode on Turkish Social Media

INFORMATION TECHNOLOGY AND CONTROL, vol. 51, no. 2, pp. 356–375

Habibe Karayiğit, Ali Akdağlı, Çiğdem Acı

2022 Hakemli SCI-Expanded Q4 7 atıf Link
Detecting abusive Instagram comments in Turkish using convolutional Neural network and machine learning methods

EXPERT SYSTEMS WITH APPLICATIONS, vol. 174, no. , pp. 114802–15

Karayiğit Habibe, Habibe Karayiğit, Çiğdem Acı, Ali Akdağlı

2021 Hakemli SCI-Expanded Q1 20 atıf Link
Öneri Algoritmalarının Film Önerme Problemi Üzerinde Karşılaştırılması: MovieLens Örneği

Bilgisayar Bilimleri ve Teknolojileri Dergisi, vol. 2, no. 2, pp. 36–42

Muhammed Bilal Bozkurt, Çiğdem Acı

2021 Hakemli Endekste taranmıyor Link
A Modified Dragonfly Optimization Algorithm for Single- and Multiobjective Problems Using Brownian Motion

COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, vol. 2019, no. null, pp. 1–17

Çiğdem Acı, Hakan Gülcan

2019 Hakemli SCI 43 atıf Link
Distinguishing mental attention states of humans via an EEG-based passive BCI using machine learning methods

EXPERT SYSTEMS WITH APPLICATIONS, vol. 134, no. , pp. 153–166

Çiğdem Acı, Murat Kaya, Çiğdem Acı, Murat Kaya, Yurıy Mıshchenko, Yuriy Mıshchenko

2019 Hakemli SCI-Expanded 57 atıf Link
Artificial neural networks in mechanical surface enhancement technique for the prediction of surface roughness and microhardness of magnesium alloy

BULLETIN OF THE POLISH ACADEMY OF SCIENCES-TECHNICAL SCIENCES, vol. 67, no. 4, pp. 729–739

Süleyman Çınar Çağan, Mehmet Acı, Berat Barış Buldum, Çiğdem Acı

2019 Hakemli SCI-Expanded Q3 Link
PERFORMANCE COMPARISON OF ANFIS, ANN, SVR, CART AND MLR TECHNIQUES FOR GEOMETRY OPTIMIZATION OF CARBON NANOTUBES USING CASTEP

Turkish Journal of Engineering, vol. 2, no. 3, pp. 119–124

Mehmet Acı, Çiğdem Acı, Mutlu Avcı

2018 Hakemli TR DİZİN 1 atıf Link
Reducing simulation duration of carbon nanotube using support vector regression method

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, vol. 32, no. 3, pp. 901–907

Mehmet Acı, Mutlu Avcı, Çiğdem Acı

2017 Hakemli SCI-Expanded Q3 4 atıf Link
Traffic accident reconstruction and an approach for prediction of fault rates using artificial neural networks: A case study in Turkey

TRAFFIC INJURY PREVENTION, vol. 17, no. 6, pp. 585–589

Ali Can Yılmaz, Çiğdem Acı, Kadir Aydın

2016 Hakemli SCI-Expanded 7 atıf Link
Analysis of a Traffic Accident in Turkey

Advances in Automobile Engineering, vol. 05, no. 02, pp. 1000141–

Ali Can Yılmaz, Çiğdem Acı, Kadir Aydın

2016 Hakemli İlgili alanda önde gelen ülkelerin hakemli bilimsel/mesleki dergilerinde yayımlanmış tam makale 1 atıf Link
A hybrid congestion control algorithm for broadcast based architectures with multiple input queues

Journal of Supercomputing, vol. 71, no. 5, pp. 1907–1931

Çiğdem İnan Acı, Mehmet Fatih Akay

2015 Hakemli SCI-Expanded 5 atıf Link
Predicting the performance measures of a 2 dimensional message passing multiprocessor architecture by using machine learning methods

Neural Network World, vol. 25, no. 3, pp. 241–265

Mehmet Fatih Akay, Çiğdem İnan Acı, Fatih Abut

2015 Hakemli SCI-Expanded
A hybrid classification method of k nearest neighbor Bayesian methods and genetic algorithm

Expert Systems with Applications, vol. 37, no. 7, pp. 5061–5067

Mehmet Acı, Çiğdem Acı, Çiğdem İnan, Mutlu Avcı

2010 Hakemli SCI-Expanded Q1 56 atıf Link
A new congestion control algorithm for improving the performance of a broadcast based multiprocessor architecture

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, vol. 70, no. 9, pp. 930–940

Çiğdem İnan Acı, Mehmet Fatih Akay

2010 Hakemli SCI-Expanded
Support vector regression and multilayer feed forward neural networks for non exercise prediction of VO2max

EXPERT SYSTEMS WITH APPLICATIONS, vol. 36, no. 6, pp. 10112–10119

Mehmet Fatih Akay, Çiğdem İnan, Dı Bradshaw, Jd George

2009 Hakemli SCI-Expanded
Performance Evaluation of the Extractive Methods in Automatic Text Summarization Using Medical Papers

GAZİ JOURNAL OF ENGINEERING SCIENCES, vol. 9, no. 4, pp. 14–22

Anıl Kuş, Çiğdem Acı

2023 Hakemli TR DİZİN Link
Türkçe Haber Metinlerinin Konvolüsyonel Sinir Ağları ve Word2Vec Kullanılarak Sınıflandırılması

Bilişim Teknolojileri Dergisi, vol. 12, no. 3, pp. 219–228

Çiğdem Acı, Adem Çırak

2019 Hakemli TR DİZİN 24 atıf Link
AUTOMATIC DETECTION OF CYBERBULLYING IN FORMSPRING.ME, MYSPACE AND YOUTUBE SOCIAL NETWORKS

Turkish Journal of Engineering, vol. 3, no. 4, pp. 168–178

Çiğdem Acı, Eren Yıldız, Esra Saraç Eşsiz

2019 Hakemli TR DİZİN 11 atıf Link
Predicting the Severity of Motor Vehicle Accident Injuries in Adana-Turkey Using Machine Learning Methods and Detailed Meteorological Data

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, vol. 1, no. 6, pp. 72–79

Çiğdem Acı, Cevher Özden

2018 Hakemli TR DİZİN 14 atıf Link
A Review of Turkish Sentiment Analysis and Opinion Mining

Balkan Journal of Electrical and Computer Engineering, vol. 6, no. 2, pp. 94–98

Habibe Karayiğit, Çiğdem Acı, Ali Akdağlı

2018 Hakemli TR DİZİN 1 atıf Link
Analysis of injury traffic accidents with machine learning methods: Adana case

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI, vol. 24, no. 2, pp. 266–275

Cevher Özden, Çiğdem Acı

2018 Hakemli TR DİZİN 2 atıf Link
Maddi Hasarlı Trafik Kazaları İçin Sinirsel-Bulanık Ağ Tabanlı Bir Kusur Tespit Modeli

Fırat Üniversitesi Mühendislik Bilimleri Dergisi, vol. 29, no. 2, pp. 241–250

Çiğdem Acı, Ali Can Yılmaz

2017 Hakemli TR DİZİN 2 atıf Link
MFFNN And GRNN Models For Prediction Of Energy Equivalent Speed Values Of Involvements In Traffic Accidents

International Journal of Automotive Engineering and Technologies, vol. 4, no. 2, pp. 102–109

Ali Can Yılmaz, Çiğdem Acı, Kadir Aydın

2015 Hakemli TR DİZİN
A passive brain-computer interface for monitoring mental attention state

2018 26TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), vol. , no. , pp. –

Kaya Murat, Aci Cigdem, Mishchenko Yuriy

2018 Hakem Bilgisi Yok Endeks Yok 1 atıf Link
Performance Analysis of Artificial Neural Network Based Classfiers for Cyberbulling Detection

2018 3RD INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ENGINEERING (UBMK), vol. , no. , pp. 1–5

Curuk Eren, Aci Cigdem, Essiz Esra Salac

2018 Hakem Bilgisi Yok Endeks Yok 1 atıf Link
A Score-Based Expert System Application for Paper-Reviewer Assignment Problem

2018 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND DATA PROCESSING (IDAP), vol. , no. , pp. –

Aci Cigdem, Seyrek Sinem, Cirak Adem

2018 Hakem Bilgisi Yok Endeks Yok 1 atıf Link
The Effects of Attribute Selection in Artificial Neural Network Based Classifiers on Cyberbullying Detection

2018 3RD INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ENGINEERING (UBMK), vol. , no. , pp. 6–11

Curuk Eren, Aci Cigdem, Essiz Esra Sarac

2018 Hakem Bilgisi Yok Endeks Yok 1 atıf Link
Destek vektör regresyonu yöntemiyle karbon nanotüp benzetim süresinin kısaltılması

Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi, vol. 32, no. 3, pp. 901–907

Mehmet Acı, Mutlu Avcı, Çiğdem Acı

2017 Hakem Bilgisi Yok Endeks Yok 4 atıf Link
Prediction of the Hot Metal Silicon Content in the Blast Furnace

2016 24TH SIGNAL PROCESSING AND COMMUNICATION APPLICATION CONFERENCE (SIU), vol. , no. , pp. 709–712

Beskardes Ahmet, Turkoglu Soner, Aci Cigdem

2016 Hakem Bilgisi Yok Endeks Yok 1 atıf Link