Erdal Kiliç

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 24

Top Topics

Linear Regression Models

Regression Method

Malware Detection

Top Venues

PeerJ Comput. Sci.

Publications

Zinnet Duygu Aksehir, Erdal Kiliç
Multi level perspectives in stock price forecasting: ICE2DE-MDL. PeerJ Comput. Sci. 10 (2024)
Beste Ustubioglu, Gul Tahaoglu, Gulsen Ozcamkan Ayaz, Arda Ustubioglu, Güzin Ulutas, Mevhibe Cosar, Erdal Kiliç, Muhammed Kiliç
KTUCengAudioForgerySet: A new Audio Copy-Move Forgery Dataset. TSP (2024)
Zinnet Duygu Aksehir, Erdal Kiliç
A new denoising approach based on mode decomposition applied to the stock market time series: 2LE-CEEMDAN. PeerJ Comput. Sci. 10 (2024)
Bilge Kagan Yazar, Erdal Kiliç
Review of Hierarchical Transfer Learning Architecture in Low-Resource Machine Translation. SIU (2024)
Durmus Özkan Sahin, Oguz Emre Kural, Sedat Akleylek, Erdal Kiliç
A novel Android malware detection system: adaption of filter-based feature selection methods. J. Ambient Intell. Humaniz. Comput. 14 (2) (2023)
Oguz Emre Kural, Erdal Kiliç, Ceyda Aksaç
Apk2Audio4AndMal: Audio Based Malware Family Detection Framework. IEEE Access 11 (2023)
Bilge Kagan Yazar, Durmus Özkan Sahin, Erdal Kiliç
Low-Resource Neural Machine Translation: A Systematic Literature Review. IEEE Access 11 (2023)
Durmus Özkan Sahin, Oguz Emre Kural, Sedat Akleylek, Erdal Kiliç
A novel permission-based Android malware detection system using feature selection based on linear regression. Neural Comput. Appl. 35 (7) (2023)
Zýnnet Duygu Akþehýr, Erdal Kiliç
How to Handle Data Imbalance and Feature Selection Problems in CNN-Based Stock Price Forecasting. IEEE Access 10 (2022)
Durmus Özkan Sahin, Sedat Akleylek, Erdal Kiliç
LinRegDroid: Detection of Android Malware Using Multiple Linear Regression Models-Based Classifiers. IEEE Access 10 (2022)
Durmus Özkan Sahin, Oguz Emre Kural, Sedat Akleylek, Erdal Kiliç
Permission-based Android malware analysis by using dimension reduction with PCA and LDA. J. Inf. Secur. Appl. 63 (2021)
Durmus Özkan Sahin, Sedat Akleylek, Erdal Kiliç
On the Effect of k Values and Distance Metrics in KNN Algorithm for Android Malware Detection. Adv. Data Sci. Adapt. Anal. 13 (3&4) (2021)
Zinnet Duygu Aksehir, Erdal Kiliç, Sedat Akleylek, Mesut Döngül, Burak Coskun
Stocks Prices Prediction with Long Short-term Memory. IoTBDS (2020)
Durmus Özkan Sahin, Oguz Emre Kural, Sedat Akleylek, Erdal Kiliç
Comparison of Regression Methods in Permission Based Android Malware Detection. SIU (2020)
Ersin Enes Eryilmaz, Durmus Özkan Sahin, Erdal Kiliç
Filtering Turkish Spam Using LSTM From Deep Learning Techniques. ISDFS (2020)
Aslihan Cavus, Armagan Karabina, Erdal Kiliç
Performance analysis of rule based automatic SNN algorithm on big data sets. SIU (2018)
Durmus Ozkan Sahin, Oguz Emre Kural, Erdal Kiliç, Armagan Karabina
A Text Classification Application: Poet Detection from Poetry. CoRR (2018)
Durmus Ozkan Sahin, Erdal Kiliç
Comparison of Classification Algorithms Used Medical Documents Categorization. CoRR (2018)
Erdem Alkim, Sedat Akleylek, Erdal Kiliç
A Modified Parallel Learning Vector Quantization Algorithm for Real-Time Hardware Applications. J. Circuits Syst. Comput. 26 (10) (2017)
Oguz Emre Kural, Erdal Kiliç
Machine learning based interactive drawing platform. SIU (2017)
Durmus Ozkan Sahin, Nurullah Ates, Erdal Kiliç
Feature selection in text classification. SIU (2016)
Oguz Emre Kural, Erdal Kiliç
Intelligent mobile drawing platform. SIU (2016)
Armagan Karabina, Erdal Kiliç
An automated clustering algorithm based on agglomerative clustering. SIU (2016)
Murat Özdemir, Erdal Kiliç
A mail discrimination study using network basis tools. SIU (2016)
Erdal Kiliç, Mustafa Resit Tavus, Zehra Karhan
Classification of breaking news taken from the online news sites. SIU (2015)
Erdal Kiliç, Nurullah Ates, Aykut Karakaya, Durmus Ozkan Sahin
Two new feature extraction methods for text classification: TESDF and SADF. SIU (2015)
Emre Gürbüz, Erdal Kiliç
A new adaptive support vector machine for diagnosis of diseases. Expert Syst. J. Knowl. Eng. 31 (5) (2014)
Ilke Tunali, Erdal Kiliç
Mass segmantation on mammograms using active contours. SIU (2013)
Erdem Alkim, Emre Gürbüz, Erdal Kiliç
A fast and adaptive automated disease diagnosis method with an innovative neural network model. Neural Networks 33 (2012)
Engin Karacan, Erdal Kiliç
Diagnosis of breast cancer with an innovative adaptive Support Vector Machine. SIU (2012)
Ilke Tunali, Erdal Kiliç
Detection of pectoral muscle boundary in mammograms. SIU (2012)
Erdal Kiliç, Kemal Leblebicioglu
From classic observability to a simple fuzzy observability for fuzzy discrete-event systems. Inf. Sci. 187 (2012)
Erdal Kiliç
Diagnosability of fuzzy discrete event systems. Inf. Sci. 178 (3) (2008)
Okan Ozgonenel, Erdal Kiliç
Modeling and real-time fault identification in transformers. J. Frankl. Inst. 345 (3) (2008)
Erdal Kiliç, Okan Ozgonenel, Mustafa Ulutas
Fault Identification in Transformers through a Fuzzy Discrete Event System Approach. FUZZ-IEEE (2007)
Erdal Kiliç, Çaglar Karasu, Kemal Leblebicioglu
Fault Diagnosis with Dynamic Fuzzy Discrete Event System Approach. TAINN (2005)