Articles

Feriştah ÖRÜCÜ DALKILIÇ, Yunus DOĞAN, Derya BİRANT, Alp KUT, Reyat YILMAZ (2017). A gradual approach for multi-model journey planning: a case study in Izmir, Turkey, Journal of Advanced Transportation, Volume 2017, Article ID 5656323.    (SCI Expanded) 

Özge KART, Alp KUT, & others (2017). A mobile and web-based clinical decision support and monitoring system for diabetes mellitus patient, BMC Medical Informatics and Decision Making, vol. 17 (1).   (SCI Expanded)

Özge KART, Gamze ÖZÇELİK, Alp KUT (2016). Intelligent Data Analysis on a Cloud for Small and Medium Sized Enterprises, The SIJ Transactions on Computer Science Engineering & its Applications (CSEA), Vol. 4, No. 4, 37-41. 

Özge KART, Alp KUT (2014). Real Time Total Productive Maintenance System, International Journal of Intelligent Computing Research (IJICR), Volume 5, Issue 4, December 2014.

Özge KART, Alp KUT, Vladimir RADEVSKI (2014). Decision Support System for a Customer Relationship Management Case Study, International Journal of Informatics and Communication Technology (IJ-ICT), Vol. 3, No. 2, June 2014, pp. 88-96. 

Derya BİRANT, Alp KUT, & others (2012). Data Mining Solutions for Local Municipalities. The Electronic Journal of e-Government, (ECEG 2012), 10(2), 97-106.

Derya BİRANT, Alp KUT, Gözde BAKIRLI (2011). An incremental genetic algorithm for classification and sensitivity analysis of its parameters. Expert Systems with Applications, 38(3), 2609-2620 (SCI Expanded) 

Derya BİRANT, Alp KUT (2007). ST-DBSCAN: An algorithm for clustering spatial–temporal data. Data & Knowledge Engineering, 60(1), 208-221.     (SCI Expanded) 

Derya BİRANT, Alp KUT (2006). Spatio-Temporal Outlier Detection in Large Databases. Journal of Computing and Information Technology, (ITI 2006), 14(4), 291-297.

Derya BİRANT, Alp KUT (2006). Cluster analysis for physical oceanographic data and oceanographic surveys in Turkish seas. Journal of Marine Research, 64(5), 651-668.    (SCI)

 

Conference Publications

Ali CÜVİTOĞLU, Zerrin IŞIK (2018). Classification of CAD Dataset by Using Principal Component Analysis and Machine Learning Approaches, 5th Inter. Conf. on Electrical and Electronics Engineering (ICEEE 2018).
 
Ali CÜVİTOĞLU, Zerrin IŞIK (2017). Destek Vektör Makineleriyle İlaç Birleşimlerinin Etkilerinin Sınıflandırılması, 25. Sinyal Isleme, Iletisim ve Uygulamalari Kurultayi (SIU 2017) 
 
Zerrin IŞIK, Ali CÜVİTOĞLU (2017). Makine Öğrenmesi Yöntemleriyle Daha Etkili İlaç Tedavilerinin Kestirilmesi, Uluslararası X. Tıp Bilişimi Kongresi, Antalya, Türkiye.   
 
Seçil BAYRAK, Yunus DOĞAN, Alp KUT, Reyat YILMAZ (2016). Intensive Care Unit Clinical Decision Support System, The Tenth International Conference on Advances in Semantic Processing (SEMAPRO 2016).
 
Özge KART, Alp KUT, & others (2016). Hipertansiyon ve Diyabet Hastalıkları İçin Mobil ve Web Tabanlı klinik Karar Destek ve Takip Sistemi, 9. Aile Hekimliği Araştırma Günleri, 10-13 Kasım 2016, Aydın, Türkiye. 
 
Özge KART, Alp KUT, & others (2016). A mobile and web-based clinical decision support and monitoring system for hypertension and diabetes im primary care: a study protocol, Wonca Europe Congress 2016.
 
Yunus DOĞAN, Alp KUT & others (2015). Designing of reflux and motility database in ege university faculty of medicine, department of gastroenterology and making analysis based on data mining, 19th National Biomedical Engineering Meeting (BIYOMUT), 5-6 Nov. 2015, Istanbul, Turkey.
 
Yunus DOĞAN, Feriştah ÖRÜCÜ DALKILIÇ, Alp KUT (2015). Hastane Bilgi Yönetim Sistemi Verilerinde Akademik Çalışmalar için Açık Kaynak Önerileri ve Örnek Uygulamalar, XVII. Akademik Bilişim Konferansı. 
 
Feriştah ÖRÜCÜ DALKILIÇ, Yunus DOĞAN, Derya BİRANT, Alp KUT (2014).  Mobil Seyahat Planlama Sistemlerinin Yaygınlaşan Kullanımı ve İzmir İçin Uygulanması, 19. Türkiye'de İnternet Konferansı (Inet-tr'14)
 
Yunus DOĞAN, Derya BİRANT, Alp KUT (2013). SOM++: Integration of Self-Organizing Map and K-Means++ Algorithms. Lecture Notes in Computer Science, Machine Learning and Data Mining in Pattern Recognition, (MLDM 2013), 7988, 246-259.
 
Yunus DOĞAN, Feriştah ÖRÜCÜ DALKILIÇ, Alp KUT, Vladimir RADEVSKI (2011). Optimizing the equation for a dataset with corresponding attributes by hybrid genetic algorithm, Proceedings of the Information Technology Interfaces (ITI 2011).
 
Yunus DOĞAN, Derya BİRANT, Alp KUT (2011).  A new approach for weighted clustering using decision tree.  International Symposium on Innovations in Intelligent Systems and Applications (INISTA 2011), 54-58.

Yunus DOĞAN, Derya BİRANT, Alp KUT  (2011).  PSOMDM: Faster Parallel Self Organizing Map by Using Division Method.  The 2nd International Symposium on Computing in Science & Engineering (ISCSE 2011), 250-255.

Gözde BAKIRLI GÖZDE, Derya BİRANT, Alp KUT (2011).  INNA: Incremental Neural Network Algorithm and Performance Analysis.  Intelligent Systems and Control / 742: Computational Bioscience. 

Özge KART, Alp KUT & Others (2011). Analysing Body Shapes For Clothing: Using 2D Images, Autex.
 
Yunus DOĞAN, Derya BİRANT, Alp KUT (2010).  Determining the Best Pattern for KNN Clustering with Balanced Equation.  International Symposium on Innovations in Intelligent Systems and Applications (INISTA 2010), 302-307. 

Feriştah ÖRÜCÜ DALKILIÇ, Alp KUT (2010). Medical Real Time Business Intelligence: Knowledge Discovery in a Blood Test Results Data Warehouse, 32. International Conference on Information Technology Interfaces.
 
Arben HAJRA, Derya BİRANT, Alp KUT  (2008).  Improving quality assurance in education with web-based services by data mining and mobile technologies.  Proceedings of the 2008 Euro American Conference on Telematics and Information Systems - EATIS '08, Doi: 10.1145/1621087.1621090.