Prof. HACER KARACAN

Publication Network

Articles 43

1. Deep Learning Technologies in Dental Practice: Current Applications and Research Trends

ŞENER M. C., KARACAN H.

JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , 2025 (ESCI)

2. Automated Artery Detection and Stenosis Classification in CTA Using Deep Learning for Peripheral Arterial Disease

Anwer A. M. O. A., Karacan H., Rabee M., Enver L., Çabuk G.

IEEE ACCESS , vol.13, pp.121458-121471, 2025 (SCI-Expanded)

3. Sound Source Localization: A Survey

Tombul Çalışkan H., Karacan H.

International Journal on Advanced Technology, Engineering, and Information System (IJATEIS) , vol.4, no.2, pp.295-314, 2025 (Peer-Reviewed Journal)

4. A New Objective Diagnostic Tool for Attention-Deficit Hyper-Activity Disorder (ADHD): Development of the Distractor-Embedded Auditory Continuous Performance Test

Özaslan A., Sevri M., İşeri E., Karacan B., Cengiz M., Karacan H., et al.

JOURNAL OF CLINICAL MEDICINE , vol.13, no.21, 2024 (SCI-Expanded)

5. Machine learning applications for vascular stenosis detection in computed tomography angiography: a systematic review and meta-analysis

Anwer A. M. O. A., Karacan H., Enver L., Çabuk G.

NEURAL COMPUTING AND APPLICATIONS , vol.36, pp.1-20, 2024 (SCI-Expanded)

6. YOLO-IHD: Improved Real-Time Human Detection System for Indoor Drones

Küçükayan G., Karacan H.

SENSORS , vol.24, no.3, pp.922-954, 2024 (SCI-Expanded)

7. Personality traits prediction model from Turkish contents with semantic structures

Kosan M. A., KARACAN H., Urgen B. A.

Neural Computing and Applications , vol.35, no.23, pp.17147-17165, 2023 (SCI-Expanded)

8. A Blockchain-Based E-Commerce Reputation System Built With Verifiable Credentials

Doğan Ö., Karacan H.

IEEE ACCESS , vol.11, pp.47080-47097, 2023 (SCI-Expanded)

9. Türkiye’deki e-Ticarete Özgü Blokzincir Tabanlı Dijital Kimlik Güven Çerçevesi Önerisi

Doğan Ö., Karacan H.

Bilgi Yönetimi , vol.5, no.2, pp.256-279, 2022 (Peer-Reviewed Journal)

10. The Impact of Artificial Intelligence-Based Systems on Personal Data Privacy: A Study on Chatbots

BAŞKAYA F., KARACAN H.

Bilişim Teknolojileri Dergisi , vol.15, no.4, pp.481-491, 2022 (Peer-Reviewed Journal)

11. Predicting personality traits with semantic structures and LSTM-based neural networks

Kosan M. A., Karacan H., Urgen B. A.

Alexandria Engineering Journal , vol.61, no.10, pp.8007-8025, 2022 (SCI-Expanded)

12. Two Stage Deep Learning Based Stacked Ensemble Model for Web Application Security

SEVRİ M., KARACAN H.

KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS , vol.16, no.2, pp.632-657, 2022 (SCI-Expanded)

13. Using Software Design Patterns for Reusability

Aydilek A., Karacan H., Dursun M.

Erciyes Üniversitesi Fen Bilimleri Enstitüsü Dergisi , vol.37, no.3, pp.377-391, 2021 (Peer-Reviewed Journal)

14. COVID-19 Detection from Chest X-Ray Images and Hybrid Model Recommendation with Convolutional Neural Networks

Karacan H., Eryılmaz F.

Journal of advanced research in natural and applied sciences (Online) , vol.7, no.4, pp.486-503, 2021 (Peer-Reviewed Journal) Sustainable Development

15. Comparison of Lightweight and Traditional CNN Architectures in COVID-19 Detection from Lung X-Ray Images

Eryılmaz F., Karacan H.

Düzce Üniversitesi Bilim ve Teknoloji Dergisi , vol.9, no.6, pp.26-39, 2021 (Peer-Reviewed Journal) Sustainable Development

16. A Novel Overlapping Method to Alleviate the Cold-Start Problem in Recommendation Systems

Al-Sabaawi A. M. A., KARACAN H., Yenice Y. E.

INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING , vol.31, no.09, pp.1277-1297, 2021 (SCI-Expanded)

17. SVD++ AND CLUSTERING APPROACHES TO ALLEVIATING THE COLD-START PROBLEM FOR RECOMMENDATION SYSTEMS

Al-Sabaawi A. M. A., KARACAN H., YENİCE Y. E.

INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL , vol.17, no.2, pp.383-396, 2021 (ESCI)

18. Two Models Based on Social Relations and SVD++ Method for Recommendation System

Al-Sabaawi A. M. A., Karacan H., Yenice Y. E.

International Journal of Interactive Mobile Technologies , vol.15, no.1, pp.70-87, 2021 (Scopus)

19. A Novel Data Augmentation Technique and Deep Learning Model for Web Application Security

KARACAN H., SEVRİ M.

IEEE ACCESS , vol.9, pp.150781-150797, 2021 (SCI-Expanded)

20. Exploiting implicit social relationships via dimension reduction to improve recommendation system performance

Al-Sabaawi A. M. A., KARACAN H., YENİCE Y. E.

PLOS ONE , vol.15, no.4, 2020 (SCI-Expanded)

21. Kd-tree and adaptive radius (KD-AR Stream) based real-time data stream clustering

Senol A., Karacan H.

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , vol.35, no.1, pp.337-354, 2020 (SCI-Expanded)

22. Yapay Zeka Yöntemlerinde Entropi

Koşan M. A., Coşkun A., Karacan H.

Journal of Information Systems and Management Research , vol.1, no.1, pp.15-22, 2019 (Peer-Reviewed Journal)

23. Yapay Zekâ Yöntemlerinde Entropi

KOŞAN M. A., COŞKUN A., KARACAN H.

ournal of Information Systems and Management Research , vol.1, no.1, pp.15-22, 2019 (Peer-Reviewed Journal)

24. ImpSlidingWindow: Kayan Pencere Tabanlı Akan Veri Özetleme Yönteminin Performansını Arttırmaya Yönelik Yeni Bir Model

ŞENOL A., KARACAN H.

European Journal of Science and Technology , pp.292-301, 2019 (Peer-Reviewed Journal)

25. Akan Veri Kümeleme Teknikleri Üzerine Bir Derleme

Şenol A., Karacan H.

Avrupa Bilim ve Teknoloji Dergisi , vol.3, no.13, pp.17-30, 2018 (Peer-Reviewed Journal)

26. Genetic Algorithm and Fuzzy Logic Based FlexibleQuerying in Databases

ŞENOL A., KARACAN H., AKCAYOL M. A.

JOURNAL OF COMPUTERS , vol.13, no.6, pp.678-691, 2018 (Peer-Reviewed Journal)

27. Comparative analysis of machine learning algorithms in detection of phishing websites

KOŞAN M. A., YILDIZ O., KARACAN H.

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , vol.24, no.2, pp.276-282, 2018 (ESCI)

28. A Review on Business Intelligence and Big Data

Karacan H., Şirin E.

International Journal of Intelligent Systems and Applications in Engineering , vol.4, no.5, pp.206-215, 2017 (Peer-Reviewed Journal)

29. Crime Analysis Based on Association Rules Using Apriori Algorithm

Sevri M., Karacan H., Akcayol M. A.

International Journal of Information and Electronics Engineering , vol.7, no.3, pp.99-102, 2017 (Peer-Reviewed Journal) Sustainable Development

30. Çoklu Regresyon Metoduyla Elektrik Tüketim Talebini Etkileyen Faktörlerin İncelenmesi

Karaca C., Karacan H.

Selçuk Üniversitesi Mühendislik, Bilim ve Teknoloji Dergisi , vol.4, no.3, pp.182-195, 2016 (Peer-Reviewed Journal)

31. Implementation of a New Recommendation System Based on Decision Tree Using Implicit Relevance Feedback

Utku A., Karacan H., Yıldız O., Akcayol M. A.

JOURNAL OF SOFTWARE , vol.10, no.12, pp.1367-1374, 2015 (Peer-Reviewed Journal)

32. Lattice approach to video steganography

Unlu O., KARACAN H.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.23, pp.2074-2088, 2015 (SCI-Expanded)

33. Estimating Turkey s IPv6 Transition Cost

SAĞIROĞLU Ş., KARACAN H., ALKAN M., HACIÖMEROĞLU M., YAVANOĞLU U.

Gazi University Journal of Polytechnic , vol.17, no.2, pp.15-27, 2014 (Peer-Reviewed Journal)

34. Türkiye nin IPv6 ya Geçiş Maliyetinin Öngörülmesi

SAĞIROĞLU Ş., KARACAN H., ALKAN M., HACIÖMEROĞLU M., YAVANOĞLU U.

Politeknik Dergisi , vol.17, no.2, pp.59-73, 2014 (Peer-Reviewed Journal)

35. Bölümleyici kümeleme algoritmalarının farklı veri yoğunluklarında karşılaştırılması

Hüssein Ridha A., KARACAN H.

Erciyes Üniversitesi Fen Bilimleri Enstitüsü Dergisi , vol.30, no.1, pp.1-6, 2014 (Peer-Reviewed Journal)

36. Dinamik Verilere Yönelik Karar Tahmin Mekanizması Oluşturulması

Özkan Ç., KARACAN H.

Marmara Üniversitesi Fen Bilimleri Dergisi , vol.25, no.3, pp.100-114, 2013 (Peer-Reviewed Journal)

37. A STUDY ON COST ANALYSIS FOR IPv6 PROTOCOL TRANSITION

SAĞIROĞLU Ş., ALKAN M., KARACAN H., Parilti N., KASAP R., YAVANOĞLU U., et al.

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , vol.27, no.1, pp.151-161, 2012 (SCI-Expanded)

38. OBJECT ORIENTED AGGLOMERATIVE HIERARCHICAL CLUSTERING MODEL IN DATA MINING

YEŞİLBUDAK M., KAHRAMAN H. T., KARACAN H.

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , vol.26, no.1, pp.27-39, 2011 (SCI-Expanded)

39. Change detection in desktop virtual environments: An eye-tracking study

Karacan H., ÇAĞILTAY K., Tekman H. G.

COMPUTERS IN HUMAN BEHAVIOR , vol.26, no.6, pp.1305-1313, 2010 (SSCI) Sustainable Development

40. Kullanıcı Merkezli İnteraktif Veri Madenciligi Bir Literatür Taraması

YEŞİLBUDAK M., KARACAN H.

Bilişim Teknolojileri Dergisi , vol.3, no.1, pp.17-22, 2010 (Peer-Reviewed Journal)

41. Abant İzzet Baysal Üniversitesi Web Sitesi Kullanılabilirlik Analizi

Ateş V., Karacan H.

Bilişim Teknolojileri Dergisi , vol.2, no.2, pp.33-38, 2009 (Peer-Reviewed Journal)

42. Türkiye Tüketici Portalının Kullanılabilirligi Üzerine Deneysel Bir Çalısma

KARACAN H., Hakan D.

Bilişim Teknolojileri Dergisi , vol.2, no.3, pp.19-26, 2009 (Peer-Reviewed Journal)

43. Is attention drawn to changes in familiar scenes?

Karacan H., Hayhoe M. M.

VISUAL COGNITION , vol.16, pp.356-374, 2008 (SSCI)

Papers Presented at Peer-Reviewed Scientific Conferences 33

1. A NEW OBJECTIVE DIAGNOSTIC TOOL FOR ADHD: DEVELOPMENT OF THE WEB-BASED AUDITORY-FOCUSED CONTINUOUS PERFORMANCE TEST

İŞERİ E., SEVRİ M., ÖZASLAN A., Karacan B., KARACAN H., Saripinar E. G., et al.

Annual Meeting of the American-Academy-of Child and-Adolescent-Psychiatry (AACAP) and the Canadian-Academy-of-Child-and-Adolescent-Psychiatry (CACAP), Toronto, Canada, 17 - 22 October 2022, no.10, (Summary Text)

2. Data Quality Problem in AI-Based Network Intrusion Detection Systems Studies and a Solution Proposal

Halisdemir M. E., Karacan H., Pihelgas M., Lepik T., Cho S.

14th International Conference on Cyber Conflict, CyCon 2022, Tallinn, Estonia, 31 May - 03 June 2022, vol.2022-May, pp.367-383, (Full Text) Sustainable Development

3. Comparison of Lightweight and Traditional CNN Architectures in COVID-19 Detection from Lung X-Ray Images

Eryılmaz F., Karacan H.

3rd International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2021), Antalya, Turkey, 1 - 03 October 2021, pp.1-13, (Full Text) Sustainable Development

4. Synthetic CANBUS Data Generation for Driver Behavior Modeling

Ucuzova E., Kurtulmaz E., GÖKALP YAVUZ F., KARACAN H., Şahin N. E.

29th Signal Processing and Communications Applications Conference (SIU), İstanbul, Turkey, 09 June 2021, pp.1-4, (Full Text)

5. Bidirectional LSTM Based Intrusion Detection System for Web Applications.

SEVRİ M., KARACAN H.

International Conference on All Aspects of Cyber Security (A2CS’xx19), 24 - 25 October 2019, pp.53-57, (Full Text)

6. Outlier Detection on Big Outlier Data

Şirin E., KARACAN H.

Recent Advances in DataScience and Business Analytics, 25 - 28 September 2019, pp.56, (Summary Text)

7. Kayan Pencere Tabanlı Akan Veri Özetleme Yönteminin PerformansınıArttırmaya Yönelik Yeni Bir Model

ŞENOL A., KARACAN H.

International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA 2019), Nevşehir, Turkey, 5 - 07 July 2019, (Summary Text)

8. DERİN ÖĞRENME TEKNİKLERİ KULLANILARAK ALZHEIMER HASTALIĞI TEŞHİSİ

Cantemir Z., KARACAN H.

MAS INTERNATIONAL CONFERENCEON MATHEMATICS-ENGINEERING-NATURALMEDICAL SCIENCES-V, 2 - 05 May 2019, pp.967-968, (Full Text)

9. Deep Learning Based Web Application Security

SEVRİ M., KARACAN H.

2nd International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES), 26 - 27 April 2019, pp.349-354, (Full Text)

10. Secure Multiparty Computation and Blockchain-Smart Contract Based Election System

SEVRİ M., KOŞAN M. A., KARACAN H.

InternationalConference on Applied Mathematics in Engineering (ICAME), Balıkesir, Turkey, 27 - 29 June 2018, (Summary Text)

11. Comparison of Classification Algorithms used in Intrusion Detection Systems

KOŞAN M. A., SEVRİ M., KARACAN H.

International Conference onApplied Mathematics in Engineering (ICAME), Balıkesir, Turkey, 27 - 29 June 2018, (Summary Text)

12. An Altered Application of Permutative Straddling Method for Spatial Steganography

KOCATEPE A. İ., KOŞAN M. A., KARACAN H.

International Advanced Research and Engineering Congress (IAREC), Osmaniye, Turkey, 16 - 18 November 2017, (Summary Text)

13. Mobile Malware Datasets and Malware Detection

KOŞAN M. A., KOCATEPE A. İ., KARACAN H.

International Advanced Research and Engineering Congress (IAREC), Osmaniye, Turkey, 16 - 18 November 2017, (Summary Text)

14. Blockchain Technology and Its Use as a Notarial System

SEVRİ M., KOCATEPE A. İ., KARACAN H., ARI E. S.

1. ULUSLARARASI İLERİ ARAŞTIRMALAR VE MÜHENDİSLİK KONGRESİ, Osmaniye, Turkey, 16 - 18 November 2017, pp.1377-1378, (Summary Text)

15. Applying Deep Learning to Cybersecurity Field and Its Advantages

SEVRİ M., KOŞAN M. A., KARACAN H.

1. ULUSLARARASI İLERİ ARAŞTIRMALAR VE MÜHENDİSLİK KONGRESİ, Osmaniye, Turkey, 16 - 18 November 2017, pp.1407-1408, (Summary Text)

16. Spy Attacks and Protection Methods in Android Smart Phones

KOŞAN M. A., SEVRİ M., KARACAN H.

1. ULUSLARARASI İLERİ ARAŞTIRMALAR VE MÜHENDİSLİK KONGRESİ, Osmaniye, Turkey, 16 - 18 November 2017, pp.1385-1386, (Summary Text)

17. Utilizing Linear Feedback Shift Registers for Selective-Random Memory Addressing

KOCATEPE A. İ., SEVRİ M., KARACAN H.

1. ULUSLARARASI İLERİ ARAŞTIRMALAR VE MÜHENDİSLİK KONGRESİ, Osmaniye, Turkey, 16 - 18 November 2017, pp.1381-1382, (Summary Text)

18. An Adaptation of Matrix Encoding Technique for Data Hiding in RGB Images

KOCATEPE A. İ., KOŞAN M. A., KARACAN H.

International Conference on Engineering Technology and Innovation (ICETI), SARAYBOSNA, Bosnia And Herzegovina, 22 - 26 March 2017, (Summary Text)

19. Comparative Analysis of Web Application Security Scanners

KOŞAN M. A., KARACAN H.

International Conference on Engineering Technology and Innovation (ICETI), SARAYBOSNA, Bosnia And Herzegovina, 22 - 26 March 2017, (Summary Text)

20. Üstün Yetenekli/Zekalı Öğrencilerin Belirlenmesinde Veri Madenciliği Algoritmalarının Kullanılması ve Sınıflandırma Modellerinin Performans Karşılaştırması

SEVRİ M., KARACAN H.

International Talented And Gifted Conference: New Approaches and Educational Practices, Ankara, Turkey, 4 - 06 May 2017, pp.96, (Summary Text)

21. Crime Analysis Based on Association Rules Using Apriori Algorithm

SEVRİ M., KARACAN H., AKCAYOL M. A.

4th International Conference on Electrical and Electronics Engineering (ICEEE 2017), Ankara, Turkey, 8 - 10 April 2017, (Summary Text) Sustainable Development

22. Genetic Algorithm and Fuzzy Logic Based Flexible Querying in Databases

ŞENOL A., KARACAN H., AKCAYOL M. A.

4th International Conference on Electrical and Electronics Engineering 2017, 8 - 10 April 2017, (Full Text)

23. Adaptive Web-Based Mediation Training System

Ozdemir B., KARACAN H.

4th International Conference on Education and Social Sciences (INTCESS), İstanbul, Turkey, 6 - 08 February 2017, pp.285-292, (Full Text)

24. Coğrafi Bilgi Sistemi İstemci Sunucu Mimarisinde Ağ Trafiği Optimizasyonu

Akkan M., Kardaş K., KARACAN H.

SAVTEK 2016, Turkey, 12 - 14 October 2016, (Full Text)

25. A Model of Steganographic Report for Web Application Security

KOŞAN M. A., KOCATEPE A. İ., KARACAN H.

Global Conference on Applied Computing in Science and Engineering, 27 - 29 July 2016, (Summary Text)

26. Application of Different Steganography Algorithms on Various Image Formats

KOCATEPE A. İ., KARACAN H.

Global Conference on Applied Computing in Science and Engineering, 27 - 29 July 2016, (Summary Text)

27. Implementation of a New Recommendation System Based On Decision Tree Using Implicit Relevance Feedback

UTKU A., KARACAN H., YILDIZ O., AKCAYOL M. A.

7th International Conference on Software Technology and Engineering (ICSTE 2015), 19 - 20 September 2015, (Full Text)

28. A New Method Based on Tree Simplification and Schema Matching for Automatic Web Result Extraction and Matching

Yaşar G., KARACAN H., YILDIZ O., Mohammed B., Ali M., Kalender M., et al.

International MultiConference of Engineers and Computer Scientists, Hong Kong, 18 - 20 March 2015, (Full Text)

29. Extraction of Automatic Search Result Records Using Content Density Algorithm Based on Node Similarity

Yaşar G., YILDIZ O., KARACAN H., Mohammed B., Ali M., Kalender M., et al.

The International Conference on Data Mining, Internet Computing, and Big Data (BigData2014), 17 - 19 November 2014, (Full Text)

30. Ontology creation for an educational center

DİLEK S., KARACAN H., Jahangiri N., Afzali S.

2012 6th International Conference on Application of Information and Communication Technologies, AICT 2012, Tbilisi, Georgia, 17 - 19 October 2012, (Full Text)

31. Country Study On IPv6 Protocol Transition Survey

SAĞIROĞLU Ş., KARACAN H., ALKAN M., ÜNVER M., ORCAN S., YAVANOĞLU U.

1th National IPv6 Conference, Turkey, 12 - 13 January 2011, pp.19-25, (Full Text)

32. The role of attention for visual perception in desktop Virtual Reality Environments

Karacan H., Çağıltay K.

15th Americas Conference on Information Systems 2009, AMCIS 2009, San Francisco, CA, United States Of America, 6 - 09 August 2009, vol.3, pp.1745, (Full Text)

33. Effects of color-multiplex stereoscopic view on memory and navigation

Baanlar Y., Canuere D., Karacan H.

1st International Conference on 3DTV, Kos Isl, Greece, 7 - 09 May 2007, pp.57-58, (Full Text)

Books 2

1. Explainable Artificial Intelligence (XAI) for Deep Learning Based Intrusion Detection Systems

SEVRİ M., KARACAN H.

in: Engineering Cyber-Physical Systems and Critical Infrastructures book series (ECPSCI,volume 7), Hemanth, D.J., Yigit, T., Kose, U., Guvenc, U., Editor, Springer, Cham., pp.39-55, 2023

2. BÜYÜK VERİ ÜZERİNDE FİKİR MADENCİLİĞİ YÖNTEMLERİ

Başkaya F., Karacan H.

in: Yeni Nesil Teknolojiler Işığında YAPAY ZEKÂ VE DİJİTAL DÖNÜŞÜM, Murat Yılmaz,Muhammed Ali Akcayol, Editor, Nobel Yayın Dağıtım, Ankara, pp.127-142, 2022

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