Publications & Works

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

Automated detection of Covid-19 disease using deep fused features from chest radiography images

BIOMEDICAL SIGNAL PROCESSING AND CONTROL, vol.69, pp.102862, 2021 (Journal Indexed in SCI Expanded)

Classification of white blood cells using capsule networks

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, vol.80, 2020 (Journal Indexed in SCI) identifier identifier identifier

Articles Published in Other Journals

Comparing The Effect of Under-Sampling and Over-Sampling on Traditional Machine Learning Algorithms for Epileptic Seizure Detection

Academic Platform Journal of Engineering and Science, vol.8, no.2, pp.279-285, 2020 (Other Refereed National Journals)

Retinal Görüntülerde Eksuda Lezyonlarının Tespiti Üzerine Bir Çalışma

Bilişim Teknolojileri Dergisi, vol.13, no.1, pp.27-36, 2020 (Other Refereed National Journals)

A Study on Performance Improvement of Heart Disease Prediction by Attribute Selection Methods

Academic Platform Journal of Engineering and Science, vol.7, no.2, pp.174-179, 2019 (Other Refereed National Journals)

Use of ANN in Predicting Life Expectancy: The Case of Turkey

Artificial Intelligence Studies, vol.1, no.1, pp.1-7, 2018 (Refereed Journals of Other Institutions)

Intelligent Mobile Indoor Navigation System for Fire Evacuation Based on Artificial Neural Network

International Journal of Computer Science and Information Security, vol.14, no.11, pp.980-996, 2016 (Refereed Journals of Other Institutions)

A genetic algorithm approach for finding the shortest driving time on mobile devices

Scientific Research And Essays, vol.6, no.2, pp.394-405, 2011 (Refereed Journals of Other Institutions)

Refereed Congress / Symposium Publications in Proceedings

Performance Evaluations of Meta-Heuristic Algorithms On Solving Group Elevator Control Problem

International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES 2019), ALANYA, Turkey, 26 - 28 April 2019, pp.90-94

Improving classification performance on microscopic images using Generative Adversarial Networks (GAN)

International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES 2019), ALANYA, Turkey, 26 - 28 April 2019, pp.1-6

LPG ile Çalışan Bir Motorda Emisyon Değerlerinin Yapay Sinir Ağları ile Tahmin Edilmesi

III. Uluslararası Endüstriyel Tasarım ve Mühendislik Sempozyumu (ISIDE 2018), Antalya, Turkey, 22 - 24 November 2018, pp.474-478

Understanding effects of hyper-parameters on learning: A comparative analysis

International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES 2018), Karabük, Turkey, 11 - 13 May 2018, pp.814-817

ROI Detection and Vessel Segmentation in Retinal Image

4th International GeoAdvances Workshop, Karabük, Turkey, 14 - 15 October 2017, pp.85-89 identifier identifier

Comparison of a Smart Mobile Application-Supported Evacuation System and Traditional Evacuation Systems

1st International IAG Workshop on BIM and GIS Integration in 12th 3D Geoinfo Conference 2017, Melbourne, Australia, 25 - 27 October 2017

Comparison of Machine Learning Algorithms Used for Text Independent Speaker Recognition

8th International Advanced Technologies Symposium (IATS’17), Elazığ, Turkey, 19 - 22 October 2017, pp.3410-3418

Developing a 3D Routing Instruction Engine for Indoor Environment

GRMSE: 4th International Conference on Geo-Informatics in Resource Management and Sustainable Ecosystem, ÇİN HALK CUMHURİYETİ HONG KONG ÖZEL İDARİ BÖLGESİ, 18 - 20 November 2016, pp.34-42 identifier

Indoor Navigation Design Integrated With Smart Phones And Rfid Devices

Joint International Geoinformation Conference 2015, Kuala-Lumpur, Malaysia, 28 - 30 October 2015, pp.223-226 identifier identifier

RFID-Based Mobile Positioning And System Design For 3D Indoor Environment

9th International 3D Geoinformation Conference, Dubai, United Arab Emirates, 11 - 13 November 2014

A Knowledge Based Decision Support System: 3D GIS Implementation For Indoor Visualisation And Routing Simulation

Knowledge Management International Conference (KMICe) 2014, LANGKAWI, Malaysia, 12 - 15 August 2014, pp.968-971

Kişiye Özel Akıllı Tahliye Modeli

Akıllı ve Yeşil Binalar Kongresi, Ankara, Turkey, 23 - 24 May 2013, pp.344-353

A 3D-GIS implementation for realizing 3D network analysis and routing simulation for evacuation purpose

International Conference on 3D Geoinformation (7th 3DGeoinfo), Quebec, Canada, 16 - 17 May 2012, pp.249-260 identifier

Correction Of Faulty Lines In MUSCLE, To Be Used In 3D Building Network Construction

22nd International Society For Photogrammetry & Remote Sensing Congress, Melbourne, Australia, 25 August - 01 September 2012, pp.105-110 identifier

Automatic Generation of 3D Networks in CityGML via MUSCLE Model

Joint ISG 2011 & ISPRS 2011 Conference, SELANGOR, Malaysia, 27 September - 29 November 2011

Design of a Route Guidance System with Shortest Driving Time Based on Genetic Algorithm

10th WSEAS International Conference on Applied Computer and Applied Computational Science (ACACOS '11), Venice, Italy, 8 - 10 March 2011, pp.61-66 identifier

Genetic Algorithm-Aided Routing On 3D Dynamic Networks

5th International 3D GeoInfo Conference, Berlin, Germany, 3 - 04 November 2010, pp.87-92 identifier

Books & Book Chapters

Developing a 3D Routing Instruction Engine for Indoor Environment

in: Geo-Spatial Knowledge and Intelligence, Yuan H., Geng J., Bian F., Editor, Springer, pp.34-42, 2017

3D Network Analysis for User Centric Evacuation Systems

in: Encyclopedia of GIS, Shashi Shekhar, Hui Xiong, Xun Zhou, Editor, Springer, Cham, pp.20-33, 2017

Automatic Generation of 3D Networks in CityGML and Design of an Intelligent Individual Evacuation Model for Building Fires Within the Scope of 3D GIS

in: Innovations in 3D Geo Information Sciences Series Lecture Notes in Geoinformation and Cartography, Umit Isikdag, Editor, Springer, Cham, pp.123-142, 2014

A 3D-GIS Implementation for Realizing 3D Network Analysis and Routing Simulation for Evacuation Purpose

in: Lecture Notes in Geoinformation and Cartography, Pouliot, J. Daniel, S. Hubert, F. Zamyadi, A.,, Editor, Springer, Berlin, Heidelberg, pp.249-260, 2013