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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Analysis of a Traffic Accident in Turkey
Advances in Automobile Engineering, vol. 05, no. 02, pp. 1000141–
Ali Can Yılmaz, Çiğdem Acı, Kadir Aydın
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
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
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
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
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
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
Türkçe Haber Metinlerinin Konvolüsyonel Sinir Ağları ve Word2Vec Kullanılarak Sınıflandırılması
Bilişim Teknolojileri Dergisi, vol. 12, no. 3, pp. 219–228
Çiğdem Acı, Adem Çırak
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
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
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
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
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
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
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
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
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
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
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
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