Publications & Works

Publication Network
Articles 16
All (16)
SCI-E, SSCI, AHCI (7)
SCI-E, SSCI, AHCI, ESCI (9)
ESCI (2)
Scopus (8)
TRDizin (6)
Other Publications (2)

1. Not all fog removers are equal: Unmasking the impact of dehazing on object detection

Bozkır A. S., Özenç N.
Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi , vol.31, no.3, pp.373-383, 2025 (ESCI, TRDizin) identifier identifier

2. GramBeddings: A New Neural Network for URL Based Identification of Phishing Web Pages Through N-gram Embeddings

BOZKIR A. S., Dalgic F. C., AYDOS M.
Computers and Security , vol.124, 2023 (SCI-Expanded, Scopus) identifier identifier

3. Catch them alive: A malware detection approach through memory forensics, manifold learning and computer vision

BOZKIR A. S., Tahillioglu E., AYDOS M., Kara I.
COMPUTERS & SECURITY , vol.103, 2021 (SCI-Expanded, Scopus) Sustainable Development identifier identifier

4. Characteristic Behavioral Analysis of Malware: A Case study of Cryptowall Ransomware

KARA İ., AYDOS M., BOZKIR A. S.
Avrupa Bilim ve Teknoloji Dergisi , vol.0, pp.486-493, 2020 (TRDizin) identifier

5. LogoSENSE: A companion HOG based logo detection scheme for phishing web page and E-mail brand recognition

BOZKIR A. S., AYDOS M.
COMPUTERS & SECURITY , vol.95, 2020 (SCI-Expanded, Scopus) Sustainable Development identifier identifier

6. EXPLORING RELATIONS AMONG PRE-SERVICE SCIENCE TEACHERS' MOTIVATIONAL BELIEFS, LEARNING STRATEGIES AND CONSTRUCTIVIST LEARNING ENVIRONMENT PERCEPTIONS THROUGH UNSUPERVISED DATA MINING

KINGIR S., GÖK B., BOZKIR A. S.
JOURNAL OF BALTIC SCIENCE EDUCATION , vol.19, no.5, pp.804-823, 2020 (SSCI, Scopus) Creative Commons License identifier identifier

7. Local Image Descriptor Based Phishing Web Page Recognition as an Open-Set Problem

BOZKIR A. S., AYDOS M.
Avrupa Bilim ve Teknoloji Dergisi , vol.0, pp.444-451, 2019 (TRDizin) identifier

8. Brand Recognition of Phishing Web Pages via Global Image Descriptors

Eroğlu E., BOZKIR A. S., AYDOS M.
Avrupa Bilim ve Teknoloji Dergisi , vol.0, pp.436-443, 2019 (TRDizin) identifier

9. Analyzing the Views of Teachers and Prospective Teachers on Information and Communication Technology via Descriptive Data Mining

Aran Ö., BOZKIR A. S., GÖK B., YAĞCI E.
INTERNATIONAL JOURNAL OF ASSESSMENT TOOLS IN EDUCATION , vol.6, no.2, pp.314-329, 2019 (ESCI, TRDizin) Creative Commons License identifier

10. Analysing teachers’ and prospective teachers’ views on the use of the instruments of information and communication technology through data mining

CAN ARAN Ö., BOZKIR A. S., GÖK B., YAĞCI E.
IJATE , 2019 (TRDizin)

11. Layout-based computation of web page similarity ranks

BOZKIR A. S., Sezer E. A.
INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES , vol.110, pp.95-114, 2018 (SCI-Expanded, SSCI, Scopus) identifier identifier

12. Identifying the Factors Affecting Science and Mathematics Achievement Using Data Mining Methods

KIRAY S. A., GÖK B., BOZKIR A. S.
Journal of Education in Science,Environment and Health (JESEH) , vol.1, pp.29-50, 2015 (Peer-Reviewed Journal)

13. FUAT - A fuzzy clustering analysis tool

BOZKIR A. S., Sezer E. A.
EXPERT SYSTEMS WITH APPLICATIONS , vol.40, no.3, pp.842-849, 2013 (SCI-Expanded, Scopus) identifier identifier

14. A new web based data mining exploration and reporting tool for decision makers

BOZKIR A. S., SEZER E.
Artificial Intelligence Research , vol.2, pp.70-89, 2013 (Peer-Reviewed Journal) Creative Commons License

15. Profiling of sunk cost industries by soft clustering techniques Turkey case

ARVAS M. A., BOZKIR A. S.
Int. J. Industrial and Systems Engineering , vol.15, pp.290-303, 2013 (Scopus) identifier

16. Assessment of Landslide Susceptibility by Decision Trees in the Metropolitan Area of Istanbul, Turkey

Nefeslioglu H. A., SEZER E., GÖKÇEOĞLU C., BOZKIR A. S., Duman T. Y.
MATHEMATICAL PROBLEMS IN ENGINEERING , 2010 (SCI-Expanded, Scopus) Creative Commons License identifier identifier
Papers Presented at Peer-Reviewed Scientific Conferences 15

1. Utilization and comparision of convolutional neural networks in malware recognition Kötücül Yazilimlarin Taninmasinda Evrişimsel Sinir Aǧlarinin Kullanimi ve Karşilaştirilmasi

BOZKIR A. S., Cankaya A. O., AYDOS M.
27th Signal Processing and Communications Applications Conference, SIU 2019, Sivas, Turkey, 24 - 26 April 2019, (Full Text) identifier

2. Utilization and Comparision of Convolutional Neural Networks in Malware Recognition

BOZKIR A. S., Cankaya A. O., AYDOS M.
27th Signal Processing and Communications Applications Conference (SIU), Sivas, Turkey, 24 - 26 April 2019, (Full Text) identifier identifier

3. Phish-IRIS: A New Approach for Vision Based Brand Prediction of Phishing Web Pages via Compact Visual Descriptors

Dalgic F. C., BOZKIR A. S., AYDOS M.
2nd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Kizilcahamam, Turkey, 19 - 21 October 2018, pp.176-183, (Full Text) Creative Commons License Sustainable Development identifier identifier

4. Spam E-Mail Classification by Utilizing N-Gram Features of Hyperlink Texts

BOZKIR A. S., ŞAHİN E., AYDOS M., AKÇAPINAR SEZER E., ORHAN F.
The 11th IEEE International Conference AICT2017, Moscow, Russia, 20 - 22 September 2017, (Full Text)

5. Öğretmen ve Öğretmen Adaylarının Bilgi ve İletişim Teknolojisi Araçlarının Kullanımına İlişkin Görüşlerinini Kümeleme Analiziyle İncelenmesi

CAN ARAN Ö., BOZKIR A. S., GÖK B., YAĞCI E.
EJER, 11 - 14 May 2017, (Summary Text)

6. Öğretmen ve Öğretmen Adaylarının Bilgi ve İletişim Teknolojisi Araçlarının Kullanımına İlişkin Görüşerinin Kümeleme Analiziyle İncelenmesi

CAN ARAN Ö., BOZKIR A. S., GÖK B., YAĞCI E.
IV. International Eurasian Educational Research Congress, 11 - 14 May 2017, (Summary Text)

7. ÖĞRETMEN VE ÖĞRETMEN ADAYLARININ BİLGİ VE İLETEŞİM TEKNOLOJİSİ ARAÇLARININ KULLANIMINA İLİŞKİN GÖRÜŞLERİNİN KÜMELEME ANALİZİYLE İNCELENMESİ

CAN ARAN Ö., BOZKIR A. S., GÖK B., YAĞCI E.
4TH. INTERNATIONAL EURASIAN EDUCATIONAL RESEARCH CONGRESS (EJER 2017), Denizli, Turkey, 11 - 14 May 2017, (Summary Text)

8. Use of HOG Descriptors in Phishing Detection

BOZKIR A. S., Sezer E. A.
4th International Symposium on Digital Forensic and Security (ISDFS), Arkansas, United States Of America, 25 - 27 April 2016, pp.148-153, (Full Text) identifier identifier

9. INVESTIGATION OF TERM WEIGHTING SCHEMES IN CLASSIFICATION OF IMBALANCED TEXTS

Naderalvojoud B., BOZKIR A. S., SEZER E.
MACHINE LEARNING AND DATA MINING IN PATTERN RECOGNITION, MLDM 2014, Lizbon, 15 - 17 July 2014, pp.39-46, (Full Text) identifier

10. EPESUS A DEVELOPING WEB BASED ENERGY MATERIAL FLOW ANALYSIS TOOL FOR ECO INDUSTRIAL PARKS

BOZKIR A. S., SEZER E., Yöntem E., Salihçavuşoğlu G.
IADIS Internet Applications Research 2012, Lizbon, Portugal, 17 - 23 July 2013, (Full Text)

11. ADEM An Online Decision Tree Based Menu Demand Prediction Tool for Food Courts

BOZKIR A. S., SEZER E.
4th International Conference on Food Engineering and Biotechnology, Kopenhag, Denmark, 17 January 2013, vol.43, (Full Text) Creative Commons License

12. Epesus: A developing web based energy & material flow analysis tool for eco-industrial parks

BOZKIR A. S., Sezer E. A., Yöntem E., Salihçavuşoǧlu G.
IADIS Int. Conf., ISPCM 2012, IADIS Int. Conf. , TPMC 2012, IADIS , IAR 2012, Part of the IADIS Multi Conf. on Computer Science and Information Systems 2012, MCCSIS 2012, Lisbon, Portugal, 17 - 19 July 2012, pp.122-126, (Full Text) identifier

13. MOBILE MIND A FULLY MOBILE PLATFORM BASED MACHINE LEARNING APPLICATION

BOZKIR A. S., SEZER E.
IADIS Data Mining Conference, Roma, Italy, 19 - 23 July 2011, (Full Text) identifier

14. Predicting food demand in food courts by decision tree approaches

BOZKIR A. S., Sezer E. A.
1st World Conference on Information Technology (WCIT), İstanbul, Turkey, 6 - 10 October 2010, vol.3, (Full Text) identifier identifier

15. A three-tiered web based exploration and reporting tool for data mining

BOZKIR A. S., Sezer E. A.
IADIS Int. Conf. Intelligent Systems and Agents 2010,ISA, IADIS European Conference on Data Mining 2010,DM, Part of the MCCSIS 2010, Freiburg, Germany, 28 - 31 July 2010, pp.107-111, (Full Text) identifier
Books 2

1. SimiLay: A Developing Web Page Layout Based Visual Similarity Search Engine

Bozkır A. S., Sezer E.
in: Machine Learning and Data Mining in Pattern Recognition, Petra Perner, Editor, Springer-Verlag , Berlin, pp.457-470, 2014 Creative Commons License

2. Identification of User Patterns in Social Networks by Data Mining Techniques: Facebook Case

BOZKIR A. S., MAZMAN S. G., SEZER E.
in: Technological Convergence and Social Networks in Information Management, Kurbanoğlu Serap, Al Umut, Editor, Springer Berlin Heidelberg, Berlin, pp.145-153, 2010
Metrics

Publication

33

Publication (WoS)

13

Publication (Scopus)

17

Citation (WoS)

338

H-Index (WoS)

7

Citation (Scopus)

206

H-Index (Scopus)

5

Citation (TrDizin)

3

H-Index (TrDizin)

1

Citation (Sum Other)

5

Project

4

Thesis Advisory

1

Open Access

7
UN Sustainable Development Goals