Prof.Dr. Erdal Kılıç

Yayın Ağı

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

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

Aksehir Z. D., Kilic E.

PEERJ COMPUTER SCIENCE , 2024 (SCI-Expanded)

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

Şahin D. Ö., Kural O. E., Akleylek S., Kılıç E.

NEURAL COMPUTING & APPLICATIONS , cilt.35, sa.7, ss.4903-4918, 2023 (SCI-Expanded)

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

Şahin D. Ö., Kural O. E., Akleylek S., Kılıç E.

JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING , cilt.14, ss.1243-1257, 2023 (SCI-Expanded)

Low-Resource Neural Machine Translation: A Systematic Literature Review

Yazar B. K., Şahin D. Ö., Kılıç E.

IEEE ACCESS , ss.131775-131813, 2023 (SCI-Expanded)

Apk2Audio4AndMal: Audio Based Malware Family Detection Framework

Kural O. E., Kılıç E., Aksac C.

IEEE ACCESS , cilt.11, ss.27527-27535, 2023 (SCI-Expanded)

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

Akşehir Z. D., Kılıç E.

IEEE ACCESS , cilt.10, ss.31297-31305, 2022 (SCI-Expanded)

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

Şahin D. Ö., Akleylek S., Kılıç E.

IEEE ACCESS , cilt.10, ss.14246-14259, 2022 (SCI-Expanded)

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

Şahin D. Ö., Kural O. E., Akleylek S., Kılıç E.

JOURNAL OF INFORMATION SECURITY AND APPLICATIONS , cilt.63, 2021 (SCI-Expanded)

Two new feature selection metrics for text classification

Şahin D. Ö., Kılıç E.

AUTOMATIKA , cilt.60, sa.2, ss.162-171, 2019 (SCI-Expanded)

Comparison of multiple regression analysis using dummy variables and a NARX network model: an example of a heavy metal adsorption process

BİNGÖL D., Xiyili H., Elevli S., Kılıç E., Çetintaş S.

Water and Environment Journal , cilt.32, sa.2, ss.186-196, 2018 (SCI-Expanded)

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

Alkim E., Akleylek S., Kılıç E.

JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS , cilt.26, sa.10, 2017 (SCI-Expanded)

Modelling of lead removal from battery industrial wastewater treatment sludge leachate on cement kiln dust by using Elman's RNN

Çoruh S., GÜRKAN E. H., Kılıç E.

INTERNATIONAL JOURNAL OF GLOBAL WARMING , cilt.13, sa.1, ss.92-102, 2017 (SCI-Expanded)

A new adaptive support vector machine for diagnosis of diseases

Gurbuz E., Kılıç E.

EXPERT SYSTEMS , cilt.31, sa.5, ss.389-397, 2014 (SCI-Expanded)

The use of NARX neural network for modeling of adsorption of zinc ions using activated almond shell as a potential biosorbent

Çoruh S., Geyikçi F., Kılıç E., ÇORUH U.

BIORESOURCE TECHNOLOGY , cilt.151, ss.406-410, 2014 (SCI-Expanded)

Development of Experimental Results by Artificial Neural Network Model for Adsorption of Cu2+ Using Single Wall Carbon Nanotubes

Geyikçi F., Çoruh S., Kılıç E.

SEPARATION SCIENCE AND TECHNOLOGY , cilt.48, sa.10, ss.1490-1499, 2013 (SCI-Expanded)

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

Alkim E., Gurbuz E., Kılıç E.

NEURAL NETWORKS , cilt.33, ss.88-96, 2012 (SCI-Expanded)

Comparison of the results of response surface methodology and artificial neural network for the biosorption of lead using black cumin

BİNGÖL D., Hercan M., Elevli S., Kılıç E.

BIORESOURCE TECHNOLOGY , cilt.112, ss.111-115, 2012 (SCI-Expanded)

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

Kılıç E., LEBLEBİCİOĞLU M. K.

INFORMATION SCIENCES , cilt.187, ss.224-232, 2012 (SCI-Expanded)

Modelling of lead adsorption from industrial sludge leachate on red mud by using RSM and ANN

Geyikçi F., Kılıç E., Çoruh S., Elevli S.

CHEMICAL ENGINEERING JOURNAL , cilt.183, ss.53-59, 2012 (SCI-Expanded)

PCA based protection algorithm for transformer internal faults

Kılıç E., Özgönenel O., Usta Ö., Thomas D.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.17, sa.2, ss.125-142, 2009 (SCI-Expanded)

Modeling and real-time fault identification in transformers

Özgönenel O., Kılıç E.

JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS , cilt.345, sa.3, ss.205-225, 2008 (SCI-Expanded)

Diagnosability of fuzzy discrete event systems

Kılıç E.

INFORMATION SCIENCES , cilt.178, sa.3, ss.858-870, 2008 (SCI-Expanded)

A New Method for Fault Detection and Identification of Incipient Faults in Power Transformers

Ozgonenel O., Kılıç E., Khan M. A., Rahman M. A.

ELECTRIC POWER COMPONENTS AND SYSTEMS , cilt.36, sa.11, ss.1226-1244, 2008 (SCI-Expanded) Sürdürülebilir Kalkınma

Diğer Dergilerde Yayınlanan Makaleler

Hisse Senedi Tahmininde Karşılaşılan Veri Dengesizliği Problemi için Yeni Bir Kural Tabanlı Yaklaşım ve 2D-CNN Modeli

AKŞEHİR Z. D., KILIÇ E.

Bilgisayar Bilimleri ve Mühendisliği Dergisi , cilt.15, ss.6-13, 2022 (Hakemli Dergi)

Bulut Bilişim Güvenliği İçin Kullanılan Makine Öğrenimi Yöntemleri Üzerine Bir Derleme

YAZAR B. K., AKLEYLEK S., KILIÇ E.

Düzce Üniversitesi Bilim ve Teknoloji Dergisi , cilt.10, sa.2, ss.893-913, 2022 (Hakemli Dergi)

Proceedings of 1st Workshop of the 10th International scientific and practical conference Information technologies in energy and agro-industrial complex (ІТЕА-2021)

Tryhuba A., Ptashnyk V., Sachenko A., Kunanets N., Kılıç E., Handkiewicz A.

CEUR Workshop Proceedings , cilt.3109, 2022 (Scopus)

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

ŞAHİN D. Ö., AKLEYLEK S., KILIÇ E.

Advances in Data Science and Adaptive Analysis , 2021 (Hakemli Dergi)

NESNELERİN İNTERNETİ TABANLI SAĞLIK İZLEME SİSTEMLERİ ÜZERİNE BİR ÇALIŞMA

AKLEYLEK S., KILIÇ E., SÖYLEMEZ B., ARUK E., AKSAÇ C.

Mühendislik Bilimleri ve Tasarım Dergisi , cilt.8, sa.5, ss.80-89, 2020 (Hakemli Dergi)

KAPALI MEKAN KONUMLANDIRMA ÜZERİNE BİR ÇALIŞMA

AKLEYLEK S., KILIÇ E., SÖYLEMEZ B., ARUK E., ÇAVUŞ YILDIRIM A.

Mühendislik Bilimleri ve Tasarım Dergisi , cilt.8, sa.5, ss.90-105, 2020 (Hakemli Dergi)

İstenmeyen Epostaların Tespiti için Kullanılan Yöntemlerin İncelenmesi

eryılmaz e. e., KILIÇ E.

Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi , cilt.977, sa.987, ss.977-987, 2020 (Hakemli Dergi)

Makine Öğrenmesi Teknikleri İle Banka Hisse Senetlerinin Fiyat Tahmini

AKŞEHİR Z. D., KILIÇ E.

Bilgisayar Bilimleri ve Mühendisliği Dergisi , cilt.12, sa.2, ss.30-39, 2019 (Hakemli Dergi)

İş Sağlığı ve Güvenliği Sektöründe Bayes Ağları Uygulaması

AKŞEHİR Z. D., PEKEL E., oruç y., AKLEYLEK S., KILIÇ E.

Bilgisayar Bilimleri ve Mühendisliği Dergisi , cilt.12, sa.1, ss.47-59, 2019 (Hakemli Dergi)

Konuşmacı cinsiyetinin tespitinde değişik normalizasyon tekniklerinin kıyaslanması

İleri S. C., KARABİNA A., KILIÇ E.

Mehmet Akif Ersoy Üniversitesi Uygulamalı Bilimler Dergisi , cilt.2, sa.2, ss.1-12, 2018 (Hakemli Dergi)

E-Kitap Ödünç Alma Yönetim Sistemi İçin Yeni Model

KARAKAYA A., AKLEYLEK S., ERZURUMLU K., KILIÇ E.

ACADEMIC PLATFORM-JOURNAL OF ENGINEERING AND SCIENCE , cilt.6, sa.3, ss.49-57, 2018 (Hakemli Dergi)

Artificial neural network ANN approach to copper biosorption process

BİNGÖL D., KILIÇ E., hercan m.

SAKARYA UNIVERSITY JOURNAL OF SCIENCE , cilt.20, sa.3, 2016 (Hakemli Dergi)

A Novel Offline Borrowing System for Book Transformed from Printed Book to E Book in Libraries

KARAKAYA A., ERZURUMLU K., KILIÇ E.

PONTE International Scientific Researchs Journal , cilt.72, sa.4, 2016 (Hakemli Dergi)

An Integrated Approach in Optimization of Dye Adsorption onto Sepiolite

Geyikçi F., Elevli S., Kılıç E., Çoruh S.

PONTE , cilt.72, sa.2, ss.140-149, 2016 (Hakemli Dergi)

AN INTEGRATED APPROACH OF ARTIFICIAL NEURAL NETWORK ANN AND RESPONSE SURFACE METHODOLOGY RSM IN OPTIMIZATION OF DYE ADSORPTION ONTO SEPIOLITE

GEYİKÇİ F., ELEVLİ S., KILIÇ E., ÇORUH S.

PONTE International Scientific Researchs Journal , cilt.72, sa.2, 2016 (Hakemli Dergi)

Geospatial Information Retrieval Base on Query Expansion and Semantic Indexing

SEVİNÇ Ö., KILIÇ E.

The Journal of Engineering and Fundamentals , cilt.2, sa.2, ss.51-68, 2015 (Hakemli Dergi)

Power factor correction of synchronous motor using fuzzy logic

KILIÇ E., ALTAŞ İ. H.

Mathematical and Computational Applications , cilt.1, sa.1, ss.66-72, 1996 (Hakemli Dergi)

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

The Importance of Labeling and Noise on The Trading Strategy

Akşehir Z. D., Kılıç E.

8th International Conference on Computer Science and Engineering, UBMK 2023, Burdur, Türkiye, 13 - 15 Eylül 2023, ss.23-28

HARD PROBLEMS IN LATTICE-BASED CRYPTOGRAPHY: X-LWE

SEYHAN K., AKLEYLEK S., KILIÇ E., ORUÇ Y.

INFORMATION SECURITY: PROBLEMS AND PROSPECTS, Azerbaycan, 29 Ekim 2021, ss.112-114

EasyARPiano: Piano Teaching Mobile App with Augmented Reality

Jamal I. M., Kılıç E.

2021 International Conference on Forthcoming Networks and Sustainability in AIoT Era, FoNeS-AIoT 2021, Nicosia, Türkiye, 27 - 28 Aralık 2021, ss.66-71

Apk2Img4AndMal: Android Malware Detection Framework Based on Convolutional Neura Network

Kural O. E., Şahin D. Ö., Akleylek S., Kılıç E., Ömüral M.

6th International Conference on Computer Science and Engineering, UBMK 2021, Ankara, Türkiye, 15 - 17 Eylül 2021, ss.731-734

Sentiment Analysis using Transformers and Machine Learning Models

Ilgün H., Kılıç E.

6th International Conference on Computer Science and Engineering, UBMK 2021, Ankara, Türkiye, 15 - 17 Eylül 2021, ss.42-45

Filtering Turkish Spam Using LSTM from Deep Learning Techniques

Eryilmaz E. E., Şahin D. Ö., Kılıç E.

8th International Symposium on Digital Forensics and Security, ISDFS 2020, Beirut, Lübnan, 1 - 02 Haziran 2020

Comparison of Regression Methods in Permission Based Android Malware Detection

Şahin D. Ö., Kural O. E., Akleylek S., Kılıç E.

28th Signal Processing and Communications Applications Conference (SIU), ELECTR NETWORK, 5 - 07 Ekim 2020

Stocks Prices Prediction with Long Short-term Memory

Akşehir Z. D., Kılıç E., Akleylek S., Dongul M., Coskun B.

5th International Conference on Internet of Things, Big Data and Security (IoTBDS), Prague, Çek Cumhuriyeti, 7 - 09 Mayıs 2020, ss.221-226

Machine Learning Based Spam E-mail Detection System for Turkish

Eryilmaz E. E., Şahin D. Ö., Kılıç E.

5th International Conference on Computer Science and Engineering (UBMK), Diyarbakır, Türkiye, 9 - 11 Eylül 2020, ss.7-12

Prediction of Bank Stocks Price with Reduced Technical Indicators

Akşehir Z. D., Kılıç E.

4th International Conference on Computer Science and Engineering (UBMK), Samsun, Türkiye, 11 - 15 Eylül 2019, ss.206-210

Permission Weighting Approaches in Permission Based Android Malware Detection

Kural O. E., Şahin D. Ö., Akleylek S., Kılıç E.

4th International Conference on Computer Science and Engineering (UBMK), Samsun, Türkiye, 11 - 15 Eylül 2019, ss.134-139

A Bayesian Networks Application in Occupational Health and Safety

PEKEL E., AKŞEHİR Z. D., meto b., AKLEYLEK S., KILIÇ E.

International Conference on Computer Science and Engineering, 20 - 23 Eylül 2018

A CLUSTERING PROBLEM WITH GAUSSIAN MIXTURE MODEL BASED ON EXPECTATION MAXIMIZATION

PEKEL E., KILIÇ E.

International Conference on Engineering Technologies, 26 - 28 Ekim 2018

MOVIE RECOMMENDATION SYSTEM USING DISTRIBUTED MACHINE LEARNING

KARHAN Z., SOYSALDI M., ŞAHİN D. Ö., KILIÇ E.

4th International Conference on Engineering and Natural Sciences (ICENS 2018), Kiev, Ukrayna, 2 - 06 Mayıs 2018, ss.261

Dağıtık Makine Öğrenmesi Kullanarak Film Öneri Sistemi

KARHAN Z., SOYSALDI M., ŞAHİN D. Ö., KILIÇ E.

International Conference On Engineering And Natural Sciences (ICENS), Kİev, Ukrayna, 2 - 06 Mayıs 2018

Performance Analysis of Rule Based Automatic SNN Algorithm on Big Data Sets

Cavus A., KARABİNA A., Kılıç E.

26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Türkiye, 2 - 05 Mayıs 2018

On the Analysis of Work Accidents Data by Using Data Preprocessing and Statistical Techniques

Akşehir Z. D., Oruc Y., Elibol A., Akleylek S., Kılıç E.

2nd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Kizilcahamam, Türkiye, 19 - 21 Ekim 2018, ss.649-654

New Results on Permission Based Static Analysis for Android Malware

Şahin D. Ö., Kural O. E., Akleylek S., Kılıç E.

6th International Symposium on Digital Forensic and Security (ISDFS), Antalya, Türkiye, 22 - 25 Mart 2018, ss.340-343

A Bayesian Network Application in Occupational Health and Safety

Pekel E., Akşehir Z. D., Meto B., Akleylek S., Kılıç E.

3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosna-Hersek, 20 - 23 Eylül 2018, ss.239-243

Sentiment Analysis On Twitter Data Using Distributed Architecture

Karhan Z., Soysaldı Şahin M., Ozben Y. O., Kılıç E.

3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosna-Hersek, 20 - 23 Eylül 2018, ss.357-360

Work Accident Analysis with Machine Learning Techniques

Şahin D. Ö., Sirin B., Akleylek S., Kılıç E.

3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosna-Hersek, 20 - 23 Eylül 2018, ss.215-219

A Text Classification Application: Poet Detection from Poetry

ŞAHİN D. Ö., KURAL O. E., KILIÇ E., KARABİNA A.

International Conference on Engineering Technologies (ICENTE17), Konya, Türkiye, 7 - 09 Aralık 2017, ss.228-230

Comparison of Different Normalization Techniques on Speakers’xx Gender Detection

İleri S. C., KARABİNA A., KILIÇ E.

I. International Scientific and Vocational Studies Congress, Ürgüp, Nevşehir, Turkey, 5 - 08 Ekim 2017

COMPARISON OF STATISTICAL NORMALIZATION TECHNIQUES ON SPEAKERS HEIGHT ESTIMATION

KARABİNA A., ŞAHİN D. Ö., KURAL O. E., KILIÇ E.

Computational and Statistical Methods in Applied Sciences (COSTAS 2017), Samsun, Türkiye, 9 Kasım - 11 Aralık 2017, ss.201-202

COMPARISON OF REGRESSION METHODS ON SPEAKERS HEIGHT ESTIMATION

KARABİNA A., KURAL O. E., ŞAHİN D. Ö., KILIÇ E.

Computational and Statistical Methods in Applied Sciences (COSTAS 2017), Samsun, Türkiye, 7 Kasım - 09 Aralık 2017, ss.204-205

Speakers’ Height Estimation Using Linear Regression

KARABİNA A., KILIÇ E.

ICMLPR 2017 : 19th International Conference on Machine Learning and pattern Recognition, Istanbul, Turkey, 27 Temmuz 2017 - 27 Temmuz 2018

Comparison of Classifiers on Speakers’ Gender Detection

KARABİNA A., KILIÇ E.

ICMLPR 2017 : 19th International Conference on Machine Learning and pattern Recognition, Istanbul, Turkey, 27 Temmuz 2017

Brain Tumor Detection Based on Image Processing and Statistics

KARHAN Z., ŞAHİN D. Ö., KILIÇ E.

International Conference on Advances and Innovations in Engineering (ICAIE), Elazığ, Türkiye, 10 - 12 Mayıs 2017, ss.981

Machine Learning Based Interactive Drawing Platform

Kural O. E., Kılıç E.

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Türkiye, 15 - 18 Mayıs 2017

Kural Tabanlı Otomatik SNN algoritması

Çavuş A., KARABİNA A., KILIÇ E.

Uluslararası Bilgisayar Bilimleri ve Mühendisliği Konferansı(UBMK), 20 - 23 Ekim 2016

Comparison of Classification Algorithms Used Medical Documents Categorization

ŞAHİN D. Ö., KILIÇ E.

Uluslararası Bilgisayar Mühendisliği Konferansı (UBMK), Tekirdağ, Türkiye, 20 - 23 Ekim 2016, ss.210-213

Rule based automatic ssn algorithm

Çavuş A., KARABİNA A., KILIÇ E.

2016 International Conferance on Computer Science and Engineering Procedings, 20 - 23 Ekim 2016

Intelligent Mobile Drawing Platform

Kural O. E., Kılıç E.

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Türkiye, 16 - 19 Mayıs 2016, ss.1765-1768

A mail discrimination study using network basis tools

Ozdemir M., Kılıç E.

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Türkiye, 16 - 19 Mayıs 2016, ss.1537-1540

An Automated Clustering Algorithm Based On Agglomerative Clustering

Karabina A., Kılıç E.

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Türkiye, 16 - 19 Mayıs 2016, ss.1801-1804

Feature Selection in Text Classification

Şahin D. Ö., Ateş N., Kılıç E.

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Türkiye, 16 - 19 Mayıs 2016, ss.1777-1780

Spam Discrimination with SVM using Mail Headers and Network Basis Tools

ÖZDEMİR M., KILIÇ E.

Information Technology & Computer Science Abstracts11th Annual International Conference on InformationTechnology & Computer Science, 18-21 May 2015, Athens, Greece, ATİNA, Yunanistan, 18 - 21 Mayıs 2015