Publications & Works

Publication Network

Published journal articles indexed by SCI, SSCI, and AHCI

Precision Oncology: An Ensembled Machine Learning Approach to Identify a Candidate mRNA Panel for Stratification of Patients with Breast Cancer

Kurt F., AĞAOĞLU M., ARĞA K. Y.
OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY, 2022 (SCI-Expanded) identifier identifier

Feature selection via computational intelligence techniques

Algin R., ALKAYA A. F., AĞAOĞLU M.
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, vol.39, no.5, pp.6205-6216, 2020 (SCI-Expanded) identifier identifier

Predicting Instructor Performance Using Data Mining Techniques in Higher Education

AĞAOĞLU M.
IEEE ACCESS, vol.4, pp.2379-2387, 2016 (SCI-Expanded) identifier

Articles Published in Other Journals

The Blockchain Technologies: Do We Really Know What We Are Talking About?

YURTKORU E. S., AĞAOĞLU M.
Journal of research in business (online), vol.7, no.4, pp.249-260, 2022 (Peer-Reviewed Journal)

Can we really differentiate between generations? A data mining approach

Ağaoğlu M., Yurtkoru E. S., Börü M. D.
European Proceedings of Social and Behavioural Sciences, vol.101, pp.162-172, 2021 (Peer-Reviewed Journal)

Exploring the Factors Affecting Purchase Intention in Music Industry

AĞAOĞLU M., YURTKORU E. S., ŞAHİN Y.
Yönetim Bilişim Sistemleri Dergisi, vol.2, pp.169-180, 2016 (Peer-Reviewed Journal)

A Heuristic Approach for Shelf Space Allocation Problem

EROL BİNGÜLER A. H., BULKAN S., AĞAOĞLU M.
Journal of Military and Information Science, vol.4, pp.38-44, 2016 (Peer-Reviewed Journal)

A Heuristic Approach for a Shelf Space Allocation Problem

Erol Bingüler A. H., Bulkan S., Ağaoğlu M.
Journal of Military and Information Science, vol.4, no.1, pp.38-44, 2016 (Peer-Reviewed Journal) Sustainable Development

Diagnosis of Breast Cancer Using Ensemble of Data Mining Classification Methods

ZORLUOĞLU G., AĞAOĞLU M.
International Journal of Bioinformatics and Biomedical Engineering, vol.1, no.3, pp.318-322, 2015 (Peer-Reviewed Journal) Sustainable Development

A Hybrid Algorithm For Exam Timetabling Problem For Marmara University

GEDİKLİ M. E., AĞAOĞLU M.
Girne American University Journal, vol.7, no.11, pp.57-67, 2015 (Peer-Reviewed Journal)

The effect of ERP implementation CSFs on business performance an empirical study on users perception

Ağaoğlu M., Yurtkoru E. S., Ekmekçi F. A.
Procedia-Social and Behavioral Sciences, vol.210, pp.35-42, 2015 (Peer-Reviewed Journal)

Kamu Kurumunda Kullanıcıların Farklı Özelliklerinin E-dönüşümün Kabulüne Etkilerinin İncelenmesi

Çetinkaya A., Ağaoğlu M., Esgin E.
The International Journal of Human Sciences (IJHS), vol.3, no.13, pp.108-122, 2015 (Peer-Reviewed Journal)

A research on student s university and program preference criteria

AĞAOĞLU M., YURTKORU E. S.
Öneri, vol.10, pp.115-124, 2013 (Peer-Reviewed Journal)

Refereed Congress / Symposium Publications in Proceedings

Medical Appointment No-Show Prediction Using Machine Learning Techniques

Abushaaban E., AĞAOĞLU M.
2nd International Conference on Computing and Machine Intelligence, ICMI 2022, İstanbul, Turkey, 15 - 16 July 2022 identifier

Performance of Simultaneous Perturbation Stochastic Approximation for Feature Selection

Algin R., ALKAYA A. F., AĞAOĞLU M.
International Conference on Intelligent and Fuzzy Systems, INFUS 2022, İzmir, Turkey, 19 - 21 July 2022, vol.505 LNNS, pp.348-354 identifier

The Blockchain Technologies: Do We Really Know What We Are Talking About?

YURTKORU E. S., AĞAOĞLU M.
imisc2021 - 8th International Management Information Systems Conference, İstanbul, Turkey, 20 October 2021

Can We Really Differentiate between Generations? A Data Mining Approach

Ağaoğlu M., Yurtkoru E. S., Börü M. D.
9th INTERNATIONALCONFERENCE ON LEADESHIP,TECHNOLOGY, INNOVATION ANDBUSINESS MANAGEMENT, İstanbul, Turkey, 12 - 13 December 2019, pp.153-161

Counterproductive Use of Technology: Cyberloafing

AĞAOĞLU M., YURTKORU E. S., TAŞTAN S.
4th International Management Information Systems Conference “Industry 4.0” (IMISC2017), İstanbul, Turkey, 17 - 20 October 2017, pp.35

Exploring the Factors Affecting Purchase Intention in Music Industry

AĞAOĞLU M., YURTKORU E. S., ŞAHİN Y.
3rd International Management Information Systems Conference (IMISC2016), İzmir, Turkey, 6 - 08 October 2016

Kamuda Kurumsal Bilgi Yönetimi İçin Bir E Dönüşüm Modeli ve Yol Haritası Önerisi

ESGİN E., ÇETİNKAYA A., AĞAOĞLU M.
AB2016 Akademik Bilişim Konferansları, Aydın, Turkey, 3 - 05 February 2016

Kurum ve Kuruluşlarda EBYS Uygulamları Marmara Üniversitesi Örneği

AĞAOĞLU M., YÜCE H., YALÇINKAYA B.
ÜNAK, 2013, Bilgi Sistemleri Platformlar Mimariler ve Teknolojiler., Ankara, Turkey, 19 - 21 September 2016, pp.237-243

Approaches for optimizing cross sell and up sell opportunities in campaigns

AĞAOĞLU M., DUMAN E., EROL BİNGÜLER A. H.
13th Cologne-Twente Workshop on Graphs & Combinatorial Optimization, 26 - 28 May 2015

A Heuristic Approach for Shelf Space Allocation Problem

EROL BİNGÜLER A. H., BULKAN S., AĞAOĞLU M.
International Conference on Value Chain Sustainaility, 12 - 13 March 2015

The effect of ERP implementation CSFs on business performance: an empirical study on users' perception

AĞAOĞLU M., YURTKORU E. S., Ekmekci A. K.
4th International Conference on Leadership, Technology, Innovation and Business Management (ICLTIBM), İstanbul, Turkey, 19 - 21 November 2014, vol.210, pp.35-42 identifier

Performance of Migrating Birds Optimization Algorithm on Continuous Functions

ALKAYA A. F., Algin R., Sahin Y., AĞAOĞLU M., AKSAKALLI V.
5th International Conference on Swarm Intelligence (ICSI), Hefei, China, 17 - 20 October 2014, vol.8795, pp.452-459 identifier

Neighbour Function Based Solution Approaches for Sequence Dependent Traveling Salesman Problem

TONYALI S., ALKAYA A. F., AĞAOĞLU M.
The 9th International Conference on Optimization: Techniques and Applications (ICOTA 9), Taipei, Taiwan, 12 - 16 December 2013

A Hybrid Algorithm for Exam Timetabling Problem in Marmara University

GEDİKLİ M. E., AĞAOĞLU M.
Second International Symposium on Engineering, Artificial Intelligence & Applications, Girne, Cyprus (Kktc), 5 - 07 November 2014

Kurum ve Kuruluşlarda EBYS Uygulamaları Marmara Üniversitesi Örneği

Ağaoğlu M., Yüce H., Esgin E., Yalçınkaya B.
ÜNAK 2013 Konferansı, İstanbul, Turkey, 19 - 21 September 2013 Creative Commons License

Öğrencilerin Üniversite Eğitiminden Beklentileri ve Tercih Ölçütlerine İlişkin Veri Madenciliği Uygulaması

Ağaoğlu M., Yurtkoru E. S.
Uluslararası Yükseköğretim Kongresi: Yeni Yönelişler ve Sorunlar, İstanbul, Turkey, 27 - 29 May 2011, pp.1

University Preference Criteria

Yurtkoru E. S., Ağaoğlu M.
New Developments in Theory and Applications of Statistics: An International Conference in Memory of Professor Moti Lal Tiku, Ankara, Turkey, 2 - 04 May 2011, pp.1

Application of One Class Support Vector Machine Algorithms to Health Insurance Fraud Detection

ŞAHİN Y., AŞUK C., AĞAOĞLU M., ALKAYA A. F.
7th International Symposium on Intelligent and Manufacturing Systems, Sarajevo, Bosnia And Herzegovina, 15 - 17 September 2010, pp.523-532

Veritabanı Pazarlamasında Karlılık Yaklaşımları Ve Bir Eniyileme Çözümü

AĞAOĞLU M., ŞAHİN Y.
III. İstanbul Bilişim Kongresi, İstanbul, Turkey, 29 - 31 May 2009, pp.193-196

Internet ve E Ticaretin Tedarik Zinciri Yönetimi Üzerine Etkileri

ŞAHİN Y., AĞAOĞLU M.
III. İstanbul Bilişim Kongresi, İstanbul, Turkey, 29 - 31 May 2009, pp.145-151 Sustainable Development

Sahtekarlık Tespitinde Kullanılan Yöntemler

ŞAHİN Y., AĞAOĞLU M.
2. İstanbul Bilişim Kongresi, İstanbul, Turkey, 3 - 04 June 2008, pp.185-191

Bilgisayarla İlgili Disiplinler ve Farklılaşma Gereği

KIRLIDOĞ M., AĞAOĞLU M.
V. Akademik Bilişim Konferansı, Adana, Turkey, 3 - 05 February 2003

Can E Learning Help for Student Based Learning

KIRLIDOĞ M., AĞAOĞLU M.
First International Conference on Innovations in Learning for the Future: e-Learning, İstanbul, Turkey, 26 - 27 October 2004, pp.351-360

Books & Book Chapters

Bilişim ve E-Devlet

AĞAOĞLU M.
in: Bilişim ve ..., ÇETİNKAYA AHMET, KIRIK ALİ MURAT, ŞAHİN ÖZGÜR ERKUT, Editor, Hiperlink, İstanbul, pp.137-159, 2015

Performance of Migrating Birds Optimization Algorithm on Continuous Functions

ALKAYA A. F., ALGIN R., ŞAHİN Y., AĞAOĞLU M., AKSAKALLI V.
in: Advances in Swarm Intelligence, Tan Ying, Shi Yuhui, Coello Coello Carlos A., Editor, Springer, Hefei, pp.452-459, 2014