Erdal Kiliç

According to our database, Erdal Kiliç authored at least 37 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Analyzing the critical steps in deep learning-based stock forecasting: a literature review.

Zinnet Duygu Aksehir, Erdal Kiliç

PeerJ Comput. Sci., 2024

Multi level perspectives in stock price forecasting: ICE2DE-MDL.

Zinnet Duygu Aksehir, Erdal Kiliç

PeerJ Comput. Sci., 2024

A new denoising approach based on mode decomposition applied to the stock market time series: 2LE-CEEMDAN.

Zinnet Duygu Aksehir, Erdal Kiliç

PeerJ Comput. Sci., 2024

KTUCengAudioForgerySet: A new Audio Copy-Move Forgery Dataset.

Beste Ustubioglu, Gul Tahaoglu, Gulsen Ozcamkan Ayaz, Arda Ustubioglu, Güzin Ulutas, Mevhibe Cosar, Erdal Kiliç, Muhammed Kiliç

Proceedings of the 47th International Conference on Telecommunications and Signal Processing, 2024

Review of Hierarchical Transfer Learning Architecture in Low-Resource Machine Translation.

Bilge Kagan Yazar, Erdal Kiliç

Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

2023

A novel permission-based Android malware detection system using feature selection based on linear regression.

Durmus Özkan Sahin, Oguz Emre Kural, Sedat Akleylek, Erdal Kiliç

Neural Comput. Appl., March, 2023

A novel Android malware detection system: adaption of filter-based feature selection methods.

Durmus Özkan Sahin, Oguz Emre Kural, Sedat Akleylek, Erdal Kiliç

J. Ambient Intell. Humaniz. Comput., February, 2023

Low-Resource Neural Machine Translation: A Systematic Literature Review.

Bilge Kagan Yazar, Durmus Özkan Sahin, Erdal Kiliç

IEEE Access, 2023

Apk2Audio4AndMal: Audio Based Malware Family Detection Framework.

Oguz Emre Kural, Erdal Kiliç, Ceyda Aksaç

IEEE Access, 2023

2022

LinRegDroid: Detection of Android Malware Using Multiple Linear Regression Models-Based Classifiers.

Durmus Özkan Sahin, Sedat Akleylek, Erdal Kiliç

IEEE Access, 2022

How to Handle Data Imbalance and Feature Selection Problems in CNN-Based Stock Price Forecasting.

Zýnnet Duygu Akþehýr, Erdal Kiliç

IEEE Access, 2022

2021

Permission-based Android malware analysis by using dimension reduction with PCA and LDA.

Durmus Özkan Sahin, Oguz Emre Kural, Sedat Akleylek, Erdal Kiliç

J. Inf. Secur. Appl., 2021

On the Effect of k Values and Distance Metrics in KNN Algorithm for Android Malware Detection.

Durmus Özkan Sahin, Sedat Akleylek, Erdal Kiliç

Adv. Data Sci. Adapt. Anal., 2021

2020

Comparison of Regression Methods in Permission Based Android Malware Detection.

Durmus Özkan Sahin, Oguz Emre Kural, Sedat Akleylek, Erdal Kiliç

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Filtering Turkish Spam Using LSTM From Deep Learning Techniques.

Ersin Enes Eryilmaz, Durmus Özkan Sahin, Erdal Kiliç

Proceedings of the 8th International Symposium on Digital Forensics and Security, 2020

Stocks Prices Prediction with Long Short-term Memory.

Zýnnet Duygu Akþehýr, Erdal Kiliç, Sedat Akleylek, Mesut Döngül, Burak Coskun

Proceedings of the 5th International Conference on Internet of Things, 2020

2018

Comparison of Classification Algorithms Used Medical Documents Categorization.

Durmus Ozkan Sahin, Erdal Kiliç

CoRR, 2018

A Text Classification Application: Poet Detection from Poetry.

Durmus Ozkan Sahin, Oguz Emre Kural, Erdal Kiliç, Armagan Karabina

CoRR, 2018

Performance analysis of rule based automatic SNN algorithm on big data sets.

Aslihan Cavus, Armagan Karabina, Erdal Kiliç

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017

A Modified Parallel Learning Vector Quantization Algorithm for Real-Time Hardware Applications.

Erdem Alkim, Sedat Akleylek, Erdal Kiliç

J. Circuits Syst. Comput., 2017

Machine learning based interactive drawing platform.

Oguz Emre Kural, Erdal Kiliç

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2016

Feature selection in text classification.

Durmus Ozkan Sahin, Nurullah Ates, Erdal Kiliç

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

A mail discrimination study using network basis tools.

Murat Özdemir, Erdal Kiliç

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Intelligent mobile drawing platform.

Oguz Emre Kural, Erdal Kiliç

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

An automated clustering algorithm based on agglomerative clustering.

Armagan Karabina, Erdal Kiliç

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

2015

Classification of breaking news taken from the online news sites.

Erdal Kiliç, Mustafa Resit Tavus, Zehra Karhan

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Two new feature extraction methods for text classification: TESDF and SADF.

Erdal Kiliç, Nurullah Ates, Aykut Karakaya, Durmus Ozkan Sahin

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

2014

A new adaptive support vector machine for diagnosis of diseases.

Emre Gürbüz, Erdal Kiliç

Expert Syst. J. Knowl. Eng., 2014

2013

Mass segmantation on mammograms using active contours.

Ilke Tunali, Erdal Kiliç

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

2012

A fast and adaptive automated disease diagnosis method with an innovative neural network model.

Erdem Alkim, Emre Gürbüz, Erdal Kiliç

Neural Networks, 2012

From classic observability to a simple fuzzy observability for fuzzy discrete-event systems.

Erdal Kiliç, Kemal Leblebicioglu

Inf. Sci., 2012

Detection of pectoral muscle boundary in mammograms.

Ilke Tunali, Erdal Kiliç

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Diagnosis of breast cancer with an innovative adaptive Support Vector Machine.

Engin Karacan, Erdal Kiliç

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

2008

Modeling and real-time fault identification in transformers.

Okan Ozgonenel, Erdal Kiliç

J. Frankl. Inst., 2008

Diagnosability of fuzzy discrete event systems.

Erdal Kiliç

Inf. Sci., 2008

2007

Fault Identification in Transformers through a Fuzzy Discrete Event System Approach.

Erdal Kiliç, Okan Ozgonenel, Mustafa Ulutas

Proceedings of the FUZZ-IEEE 2007, 2007

2005

Fault Diagnosis with Dynamic Fuzzy Discrete Event System Approach.

Erdal Kiliç, Çaglar Karasu, Kemal Leblebicioglu

Proceedings of the Artificial Intelligence and Neural Networks, 14th Turkish Symposium, 2005