Prof. Dr. Erdal Kılıç

Yayın Ağı

Makaleler 54

1. Real-Time Forecast of BIST100 Index Under Market Volatility and Uncertainty

Akturk Z., Kılıç E., Algorabi O., Ulu M., TÜRKAN Y. S., NAMLI E.

COMPUTATIONAL ECONOMICS , cilt.67, sa.4, ss.3249-3274, 2026 (SCI-Expanded, SSCI, Scopus) Sürdürülebilir Kalkınma

2. Toward Robust Unsupervised Multi-Class Chest X-Ray Clustering: Comparing Reconstruction-Driven and Self-Supervised Representation Learning

Ouhsousou S., Akşehir Z. D., Kılıç E.

IEEE Access , cilt.14, ss.86133-86151, 2026 (SCI-Expanded, Scopus)

3. A literature review on disease detection with automated machine learning

Eryilmaz E. E., Kılıç E.

PEERJ COMPUTER SCIENCE , cilt.11, 2025 (SCI-Expanded, Scopus)

4. 2LE-BO-DeepTrade: an integrated deep learning framework for stock price prediction

Akşehir Z. D., Kılıç E.

PEERJ COMPUTER SCIENCE , cilt.11, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

5. Turkish Optical Character Recognition Under the Lens: A Systematic Review of Language-Specific Challenges, Dataset Scarcity, and Open-Source Limitations

Goksu Ozturk M., Şahin D. Ö., Kılıç E.

IEEE ACCESS , cilt.13, ss.168977-168997, 2025 (SCI-Expanded, Scopus)

6. Improving Low-Resource Kazakh-English and Turkish-English Neural Machine Translation Using Transfer Learning and Part of Speech Tags

Yazar B. K., Kılıç E.

IEEE ACCESS , cilt.13, ss.32341-32356, 2025 (SCI-Expanded, Scopus)

7. Using Kolmogorov-Arnold Networks in Transformer Model: A Study on Low-Resource Neural Machine Translation

Yazar B. K., Kılıç E.

IEEE ACCESS , cilt.13, ss.147034-147053, 2025 (SCI-Expanded, Scopus)

8. A Systematic Survey of Machine Learning and Deep Learning Models Used in Industrial Internet of Things Security

Eryılmaz E. E., Akleylek S., ERTEK Y., KILIÇ E.

Manas Journal of Engineering , cilt.12, sa.1, ss.1-28, 2024 (TRDizin)

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

Akşehir Z. D., Kılıç E.

PEERJ COMPUTER SCIENCE , cilt.10, 2024 (SCI-Expanded, Scopus)

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

Akşehir Z. D., Kılıç E.

PEERJ COMPUTER SCIENCE , cilt.10, 2024 (SCI-Expanded, Scopus)

11. 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 , cilt.10, 2024 (SCI-Expanded, Scopus)

12. 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, Scopus)

13. 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, Scopus)

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

Yazar B. K., Şahin D. Ö., Kılıç E.

IEEE ACCESS , cilt.11, ss.131775-131813, 2023 (SCI-Expanded, Scopus)

15. Apk2Audio4AndMal: Audio Based Malware Family Detection Framework

Kural O. E., Kılıç E., Aksac C.

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

16. 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 (TRDizin)

17. 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 (TRDizin)

18. 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, Scopus)

19. 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, Scopus)

20. 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)

21. 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, Scopus)

22. 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 (ESCI)

23. 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 (TRDizin)

24. 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 (TRDizin)

25. 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 (TRDizin)

26. Türkçe İstenmeyen E-postaların Farklı Öznitelik Seçim Yöntemleri Kullanılarak Makine Öğrenmesi Algoritmaları ile Tespit Edilmesi

ERYILMAZ E. E., ŞAHİN D. Ö., KILIÇ E.

Bilgisayar Bilimleri ve Mühendisliği Dergisi , cilt.13, sa.2, ss.57-77, 2020 (TRDizin)

27. 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)

28. 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)

29. Two new feature selection metrics for text classification

Şahin D. Ö., Kılıç E.

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

30. 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)

31. 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., Cetintas S.

WATER AND ENVIRONMENT JOURNAL , sa.2, ss.186-196, 2018 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

32. 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 (TRDizin)

33. AN EFFICIENT SPEED CONTROL METHOD BASED ON NEURO-FUZZY MODELING FOR ASYNCHRONOUS MOTORS

ŞİT S., Ozcalik H. R., Kılıç E.

REVUE ROUMAINE DES SCIENCES TECHNIQUES-SERIE ELECTROTECHNIQUE ET ENERGETIQUE , cilt.63, sa.3, ss.326-331, 2018 (SCI-Expanded, Scopus)

34. 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, Scopus)

35. 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, Scopus)

36. 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 (TRDizin)

37. 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)

38. 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)

39. 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)

40. 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)

41. 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, Scopus)

42. PREDICTION OF ADSORPTION EFFICIENCY FOR THE REMOVAL MALACHITE GREEN AND ACID BLUE 161 DYES BY WASTE MARBLE DUST USING ANN

Coruh S., Gurkan H. E., Kilic E., Geyikci F.

GLOBAL NEST JOURNAL , sa.4, ss.676-689, 2014 (SCI-Expanded, Scopus)

43. 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, Scopus)

44. 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, Scopus)

45. 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, Scopus)

46. 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, Scopus)

47. 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, Scopus)

48. 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, Scopus)

49. 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, Scopus, TRDizin)

50. 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, Scopus)

51. Diagnosability of fuzzy discrete event systems

Kılıç E.

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

52. 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, Scopus) Sürdürülebilir Kalkınma

53. Fault diagnosis with dynamic fuzzy discrete event system approach

Kilic E., Karasu C., Leblebicioglu K.

ARTIFICIAL INTELLIGENCE AND NEURAL NETWORKS , ss.117-124, 2006 (SCI-Expanded) Sürdürülebilir Kalkınma

54. 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 (TRDizin)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 59

1. EMG Verilerinin Sınıflandırılmasında PCA Boyut İndirgeme Tekniğinin Etkisinin İncelenmesi / Investigating the Effect of PCA Dimension Reduction Technique in Classifying EMG Data

KONUK M. E., ŞAHİN D. Ö., KILIÇ E.

2024 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), İstanbul, Türkiye, 23 Mayıs 2024, ss.1-6, (Tam Metin Bildiri)

47. Diagnosis of breast cancer with an innovative adaptive Support Vector Machine Yeni̇li̇kçi̇ bi̇r uyarlanabi̇li̇r DVM i̇le göǧüs kanseri̇ni̇n teşhi̇s edi̇lmesi̇

Karacan E., Kılıç E.

2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Fethiye, Mugla, Türkiye, 18 - 20 Nisan 2012, (Tam Metin Bildiri)

48. Detection of pectoral muscle boundary in mammograms Mamogramlarda pektoral kas sinirinin beli̇rlenmesi̇

Tunali I., Kılıç E.

2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Fethiye, Mugla, Türkiye, 18 - 20 Nisan 2012, (Tam Metin Bildiri)

49. Chip design for intelligent data classification algorithms and implementation on an FPGA: A case study to classify EMG signals Akilli veri̇ siniflandirma algori̇tmalari i̇çi̇n yonga tasarimi ve FPGA üzeri̇nde gerçekleme: EMG si̇nyalleri̇ni̇ siniflandirmak i̇çi̇n bi̇r durum çalişmasi

ALKIM E., Kılıç E.

2011 IEEE 19th Signal Processing and Communications Applications Conference, SIU 2011, Antalya, Türkiye, 20 - 22 Nisan 2011, ss.307-310, (Tam Metin Bildiri)

50. Diagnosis of diabetes by using adaptive SVM Uyarlanabi̇li̇r DVM yöntemi̇ kullanilarak şeker hastaliginin teşhi̇s edi̇lmesi̇

Gürbüz E., Kılıç E.

2011 IEEE 19th Signal Processing and Communications Applications Conference, SIU 2011, Antalya, Türkiye, 20 - 22 Nisan 2011, ss.46-49, (Tam Metin Bildiri)

51. A new intelligent diagnosis method to determine thyroid disorders Ti̇roi̇t bozuklugu tespi̇ti̇ i̇çi̇n yeni̇ bi̇r akilli tanilama yöntemi̇

ALKIM E., Gürbüz E., Kılıç E.

2011 IEEE 19th Signal Processing and Communications Applications Conference, SIU 2011, Antalya, Türkiye, 20 - 22 Nisan 2011, ss.38-41, (Tam Metin Bildiri)

52. Diagnosis of diabetes by using adaptive SVM and feature selection Uyarlanabi̇li̇r DVM ve özelli̇k seçme yöntemi̇ kullanilarak şeker hastaliginin teşhi̇s edi̇lmesi̇

Gürbüz E., Kılıç E.

2011 IEEE 19th Signal Processing and Communications Applications Conference, SIU 2011, Antalya, Türkiye, 20 - 22 Nisan 2011, ss.42-45, (Tam Metin Bildiri)