Publications & Works

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

Editorial: Special Issue on International Conference on Innovations in Intelligent Systems and Applications (INISTA 2021)

Concurrency And Computation-Practice & Experience, vol.34, pp.1-3, 2022 (Journal Indexed in SCI Expanded)

Editorial: Special issue on big data in transportation

Expert Systems, vol.39, no.2, pp.1-2, 2022 (Journal Indexed in SCI Expanded)

A Dockerized Big Data Architecture for Sports Analytics

COMPUTER SCIENCE AND INFORMATION SYSTEMS, vol.19, no.2, pp.1-20, 2022 (Journal Indexed in SCI Expanded)

Figure search by text in large scale digital document collections

CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, vol.34, no.1, 2022 (Journal Indexed in SCI) identifier identifier

A MapReduce-based distributed and scalable framework for stitching of satellite mosaic images

ARABIAN JOURNAL OF GEOSCIENCES, vol.14, no.18, 2021 (Journal Indexed in SCI) identifier identifier

Detection of Price Bubbles in Istanbul Housing Market using LSTM Autoencoders: A District-based Approach

Soft Computing, vol.25, no.12, pp.7959-7973, 2021 (Journal Indexed in SCI Expanded) Sustainable Development

Distributed Messaging and Light Streaming System for Combating Pandemics: A Case Study on Spatial Analysis of COVID-19 Geo-tagged Twitter Dataset

JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, vol.13, pp.1-15, 2021 (Journal Indexed in SCI Expanded) Sustainable Development

Deploying a Smart Queuing System on Edge with Intel OpenVINO Toolkit

Soft Computing, vol.25, no.15, pp.10103-10115, 2021 (Journal Indexed in SCI Expanded)

Searchable Turkish OCRed historical newspaper collection 1928–1942

Journal Of Information Science, vol.47, pp.1-13, 2021 (Journal Indexed in SCI Expanded)

A reproducible educational plan to teach mini autonomous race car programming

International Journal of Electrical Engineering Education, vol.57, no.4, pp.340-360, 2020 (Journal Indexed in SCI Expanded) identifier identifier

An exploratory teaching program in big data analysis for undergraduate students

JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, vol.11, no.10, pp.4285-4304, 2020 (Journal Indexed in SCI) identifier identifier

Image-processing-based tool for carbide dissolution analysis in bearing steels

EMERGING MATERIALS RESEARCH, vol.9, no.1, pp.31-36, 2020 (Journal Indexed in SCI) identifier identifier

Detection of fraud risks in retailing sector using MLP and SVM techniques

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, vol.27, pp.3633-3647, 2019 (Journal Indexed in SCI) identifier identifier

Idle Time Estimation for Bandwidth-Efficient Synchronization in Replicated Distributed File System

INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, vol.15, no.2, pp.177-185, 2018 (Journal Indexed in SCI) identifier

A Framework for Recognition and Animation of Chess Moves Printed on a Chess Book

INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, vol.15, no.1, pp.29-36, 2018 (Journal Indexed in SCI) identifier identifier

Distributed and collaborative real-time vehicle detection and classification over the video streams

INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, vol.14, no.4, 2017 (Journal Indexed in SCI) Creative Commons License identifier identifier

An automated technique to determine spatio-temporal changes in satellite island images with vectorization and spatial queries

SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES, vol.40, no.1, pp.121-137, 2015 (Journal Indexed in SCI) Creative Commons License identifier identifier

Kd-tree and quad-tree decompositions for declustering of 2D range queries over uncertain space

FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, vol.16, no.2, pp.98-108, 2015 (Journal Indexed in SCI) identifier identifier

Articles Published in Other Journals

Keşifsel Veri Analizi Kullanarak Vakum Şarj Test Süresinin Azaltılması

Acta Infologica, vol.5, no.1, pp.187-196, 2021 (National Refreed University Journal)

Predicting Smart Grid Stability with Optimized Deep Models

SN Computer Science, vol.2, no.2, pp.1-12, 2021 (Refereed Journals of Other Institutions) Sustainable Development

Medical Data Analysis for Different Data Types

International Journal of Computational and Experimental Science and Engineering (IJCESEN), vol.6, no.3, pp.1-7, 2020 (Refereed Journals of Other Institutions)

Büyük Verinin İnteraktif Görselleştirilmesi: Tableau Üzerine Öğrenci Deneyimleri

European Journal of Science and Technology, no.18, pp.262-271, 2020 (Other Refereed National Journals)

Automatic Structure Recognition on Digital Documents and Adapting to Different Contents: Case Study on Resumes

European Journal of Science Technology, vol.13, no.17, pp.1313-1324, 2019 (Refereed Journals of Other Institutions) Creative Commons License

DocDig: Dijitalleştirilmiş Dokümanlarda İçerik Tabanlı Figür Arama

Düzce Üniversitesi Bilim ve Teknoloji Dergisi, vol.6, pp.68-78, 2018 (Other Refereed National Journals) Creative Commons License

Big Data Frameworks for Efficient Range Queries to Extract Interested Rectangular Sub Regions

International Journal of Computer Applications, vol.119, pp.36-39, 2015 (Refereed Journals of Other Institutions)

XML Anahtar Kelimeleri Yardımıyla Türkçe Aritmetik Problemlerin Anlaşılması ve Çözülmesi

Düzce Üniversitesi Bilim ve Teknoloji Dergisi, vol.2, no.1, pp.48-55, 2014 (National Refreed University Journal) Sustainable Development

Designing a Web Based Smart Bus Stop System

Selcuk University Journal of Engineering ,Science and Technology, vol.2, pp.57, 2014 (Other Refereed National Journals) Creative Commons License

WEB TABANLI AKILLI BİR DURAK SİSTEMİNİN GERÇEKLENMESİ

Selçuk Üniversitesi Mühendislik Bilim ve Teknoloji Dergisi, vol.2, no.1, pp.57-64, 2014 (Refereed Journals of Other Institutions)

Haritalar Üzerinde Suç Verilerinin Görüntülenmesi ve Analizinin Sağlanması: Kocaeli İli Örneği

KMÜ Sosyal ve Ekonomı̇k Araştırmalar Dergı̇si, vol.16, pp.67-72, 2014 (Other Refereed National Journals) Sustainable Development

AutoTest Automation to Test Tabular Data Quality

International Journal of Computer and Electrical Engineering, vol.6, pp.365-368, 2014 (Refereed Journals of Other Institutions) Creative Commons License

Understanding and Solving Turkish Arithmetic Problems via XML Keywords

Düzce Üniversity, Journal of Science and Technology, vol.2, pp.48-55, 2014 (Other Refereed National Journals)

Service Oriented Visual Interpretation Tool for Time Series Data

Anadolu University Journal of Science and Technology, vol.14, pp.191-198, 2013 (Other Refereed National Journals)

DAĞITIK SİSTEMLERDE UYDU GÖRÜNTÜSÜ TRANSFERİ: RASTER VE VEKTÖR TEMSİL KARŞILAŞTIRMASI

Journal of Aeronautics and Space Technologies, vol.6, no.1, pp.63-69, 2013 (Other Refereed National Journals) Sustainable Development

Game based Learning Approach to Binary Search Tree Operations

AWERProcedia Information Technology & Computer Science, vol.4, pp.234-238, 2013 (Refereed Journals of Other Institutions)

Satellite Image Transferring in Distributed Systems Comparison of Raster and Vector Representations

Journal of Aeronautics and Space Technologies, vol.6, pp.63-69, 2013 (Refereed Journals of Other Institutions)

Game based Learning Approach to Binary Search Tree Basic Operations

Procedia-Information Technology and Computer Science Journal (P-ITCS), vol.4, pp.234-238, 2013 (Refereed Journals of Other Institutions)

Integration of OpenGL Graphics Libraries with Spatial Databases as an Analysis and Visualization Tool

Selçuk Teknik-Online Dergisi, vol.11, pp.110-123, 2013 (Other Refereed National Journals)

ANALİZ VE GÖRÜNTÜLEME ARACI OLARAK OPENGL GRAFİK KÜTÜPHANELERİ VE MEKÂNSAL VERİTABANIN BÜTÜNLEŞTİRİLMESİ

Journal of Technical-Online, vol.11, no.3, pp.110-123, 2012 (Other Refereed National Journals)

Vectorization and Spatial Query Architecture on Island Satellite Images

Procedia-Information Technology and Computer Science Journal (P-ITCS), vol.2, pp.37-43, 2012 (Refereed Journals of Other Institutions)

Vectorization and Spatial Query Architecture on Island Satellite Image

AWERProcedia Information Technology and Computer Science, vol.2, pp.37-43, 2012 (Refereed Journals of Other Institutions)

Refereed Congress / Symposium Publications in Proceedings

Activity Recognition for Ambient Sensing Data and Rule Based Anomaly Detection

The Fifth International Conference on Smart City Applications, Turkey, 7 - 09 October 2020 identifier

Dijital Dokümanların Anahtar Kelime Tabanlı Doğrulanması

6. Ulusal Yüksek Başarımlı Hesaplama Konferansı, Turkey, 8 - 09 October 2020

Tedarikçiye Otomatik Sipariş Sisteminin Geliştirilmesi

3rd International Conference on Sustainable Science and Technology, İstanbul, Turkey, 25 - 27 September 2020

Taranmış Türkçe Gazete Dokümanları Üzerinde Varlık İsmi Tanıma

3rd International Conference on Data Science and Applications (ICONDATA’20), Turkey, 25 - 28 June 2020, pp.202-206

Türkiye’deki Elektrikli Araç Şarj İstasyonlarının Görsel ve Mekânsal Analizi

3rd International Conference on Data Science and Applications (ICONDATA’20), Turkey, 25 - 28 June 2020, pp.188-196

Multilabel Remote Sensing Image Classification with Capsule Networks

2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2020, Ankara, Turkey, 26 - 27 June 2020 Sustainable Development identifier

Kapsül Ağlar Kullanarak Göğüs Röntgeni Görüntülerinden COVID-19 Tespiti

INSAC Natural and Health Sciences (INHS-2020), Turkey, 22 - 23 May 2020, pp.313-317 Sustainable Development

CNN based traffic sign recognition for mini autonomous vehicles

39th International Conference Information Systems Architecture and Technology, ISAT 2018, NYSA, Poland, 16 - 18 September 2018, vol.853, pp.85-94 identifier identifier

En Uzun Ortak Küme Algoritmasıyla Dağıtık Görüntü Eşleme

Uluslararası Marmara Fen ve Sosyal Bilimler Kongresi (IMASCON 2018), Kocaeli, Turkey, 23 - 25 November 2018, pp.1624-1631 Sustainable Development

Is Video from a Security Footage or Not?

5th International Conference on Computational and Experimental Science and Engineering, 12 - 16 October 2018 identifier

Görme Engelliler için Akıllı Telefon ile Nesne Arama

12. Ulusal Yazılım Mühendisliği Sempozyumu (UYMS 2018), İstanbul, Turkey, 10 - 12 September 2018, vol.2201

Otonom Araç Yönlendirmesi için Uçtan Uca Öğrenme Modeli Tasarımı

26. IEEE Sinyal İşleme ve İletişim Uygulamaları (SİU) Kurultayı, İzmir, Turkey, 2 - 05 May 2018 identifier

A concise review on vehicle detection and classification

2017 International Conference on Engineering and Technology, ICET 2017, Antalya, Turkey, 21 - 23 August 2017, pp.1-4 identifier

Performance Evaluation of Support Vector Machine and Convolutional Neural Network Algorithms in Real-Time Vehicle Type Classification

6th International Conference on Emerging Internet, Data and Web Technologies (EIDWT), Tirana, Albania, 15 - 17 March 2018, vol.17, pp.934-943 identifier

End-to-End Learning Model Design for Steering Autonomous Vehicle

26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018 identifier identifier

Konvolüsyonel Sinir Ağı Kullanarak Gerçek Zamanlı Araç Tipi Sınıflandırması

1.Ulusal Bulut Bilişim ve Büyük Veri Sempozyumu (b3s2017), Antalya, Turkey, 19 - 21 October 2017, pp.60-64

MAHREC: Mobil Tabanlı Harf Çıkış Bozukluklarının İyileştirilmesi

11. Ulusal Yazılım Mühendisliği Sempozyumu (UYMS’17), Antalya, Turkey, 18 - 20 October 2017

A Concise Review on Vehicle Detection and Classification

The Third International Workshop on Data Analytics and Emerging Services (DAES), Antalya, Turkey, 21 - 23 August 2017, pp.1-4

Distributed Approach for Point Set Pattern Matching: A Case study on Simple Objects

5th High Performance Computing Conference (BAŞARIM 2017), İstanbul, Turkey, 14 - 15 June 2017

Vectorization of Large Amounts of Raster Satellite Images in a Distributed Architecture Using HIPI

2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 16 - 17 September 2017 Creative Commons License identifier identifier

Modeling and Querying Trajectories using Neo4j Spatial and TimeTree for Carpool Matching

IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA), Gdynia, Poland, 3 - 05 July 2017, pp.219-222 Sustainable Development identifier identifier

Evaluation of Different Algorithms for Measuring the Similarities of Trajectory Datasets

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017 Sustainable Development identifier identifier

Sleep Stage Classification Scalability Evaluations of Distributed Approaches

The 3rd International Conference on Data Mining, Internet Computing, and Big Data (BigData2016), Konya, Turkey, 21 - 23 July 2016, pp.113-117

Akademik Çalışmalara Hakem Ataması için Büyük Veri Altyapısı

10. Ulusal Yazılım Mühendisliği Sempozyumu, UYMS’xx16, Çanakkale, Turkey, 24 - 26 October 2016, pp.544-549

A MapReduce based Big data Framework for Object Extraction from Mosaic Satellite Images

International Conference on Internet of Things and Big Data (IoTBD), ROMA, Italy, 23 - 25 April 2016, pp.14-18

Uydu Görüntülerinin Yüksek Performansta İşlenmesi Üzerine Bir İnceme Vektör Tabanlı Mozaik Örme Durum Çalışması

6. Uzaktan Algılama ve Coğrafi Bilgi Sistemleri Semposyumu (UzalCBS 2016), Adana, Turkey, 5 - 07 October 2016, pp.768-774

Measuring the Efficiencies of Vehicle Classification Algorithms on Traffic Surveillance Video

International Conference on Artificial Intelligence and Data Processing (IDAP) 2016, Malatya, Turkey, 17 - 18 September 2016

A scalable distributed query framework for unstructured big clinical data A case study on diabetic records

International Conference on Artificial Intelligence and Data Processing (IDAP) 2016, Malatya, Turkey, 17 - 18 September 2016 Sustainable Development

Evaluation of Real-time Performance for BGSLibrary Algorithms: A Case Study on Traffic Surveillance Video

6th International Conference on IT Convergence and Security (ICITCS), Prague, Czech Republic, 26 - 29 September 2016, pp.40-43 identifier identifier

Akademik Çalismalara Hakem Atamasi için Büyük Veri Altyapis

10th Turkish National Software Engineering Symposium, UYMS 2016, Çanakkale, Turkey, 24 - 26 October 2016, vol.1721, pp.544-549 identifier

HIPI ile Dagitik görüntü isleme çatisi: yüz bölgelerine ait biometrileri saptama performansinin incelenmesi

10th Turkish National Software Engineering Symposium, UYMS 2016, Çanakkale, Turkey, 24 - 26 October 2016, vol.1721, pp.426-431 identifier

CAPCHA KARAKTERLERİNİN YAPAY SİNİR AĞLARI KULLANILARAK TANINMASI

7. Mühendislik ve Teknoloji Sempozyumu, Turkey, 15 - 16 May 2014, pp.1-4

Estimation of Idle Time for Synchronization: A Case Study on Fatih Project

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.1158-1161 identifier identifier

Service Oriented Warning System for Detection of Abondened Object in Video Surveillance

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.911-914 identifier identifier

JavaScript Vulnerabilities and Recent Solution Recommendations

7th International Conference on Information Security and Cryptology, 17 - 18 October 2014, pp.252-257

Bulut Vekil Sunucu ve Tabletler Arasında Veri Senkronizasyonu için RTT Kullanarak Farklı Kümeleme Metodlarının Değerlendirilmesi

2014 ELEKTRİK - ELEKTRONİK, BİLGİSAYAR ve BİYOMEDİKAL MÜHENDİSLİĞİ SEMPOZYUMU, Turkey, 27 - 29 November 2014, pp.670-675

Fatih Projesinde Proxy Sunucunun Doğru Konumlandırıldığının Kontrol Edilmesi ve Tabletlerinin Yerini Tespit için Bir Metot

2014 ELEKTRİK - ELEKTRONİK, BİLGİSAYAR ve BİYOMEDİKAL MÜHENDİSLİĞİ SEMPOZYUMU, Turkey, 27 - 29 November 2014, pp.748-752

Evaluation of RTT based Clustering Methods for Data Synchronization between Proxy Cloud Servers and Tablets

Elektrik - Elektronik, Bilgisayar ve Biyomedikal Mühendisligi Sempozyumu, ELECO 2014, Bursa, Turkey, 27 - 29 November 2014, pp.670-675

Döküman Tabanlı NoSQL Veritabanları MongoDB ve CouchDB yatay ölçeklenebilirlik karşılaştırması

7. Mühendislik ve Teknoloji Sempozyumu, Cankaya Üniversitesi, Ankara, Turkey, 15 - 16 May 2014, pp.61-67

Capcha Karakterlerinin Yapay Sinir Ağları Kullanılarak Karşılaştırılması

7. Mühendislik ve Teknoloji Sempozyumu, Cankaya Üniversitesi, Ankara, Turkey, 15 - 16 May 2014, pp.7-11

Tracking a single node's availability for communication by means of observing local system resources

IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA), Alberobello, Italy, 23 - 25 June 2014, pp.41-45 Sustainable Development identifier identifier

A Smart Bus Tracking System Based on Location-Aware Services and QR Codes

IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA), Alberobello, Italy, 23 - 25 June 2014, pp.299-303 Sustainable Development identifier identifier

Tiling of Satellite Images to Capture an Island Object

15th International Conference on Engineering Applications of Neural Networks, EANN 2014, Sofija, Bulgaria, 5 - 07 September 2014, pp.195-204 identifier identifier

Animating Chess Moves Recorded on Chess Informant

3rd International Symposium on Computing in Science Engineering (ISCSE-2013), Aydın, Turkey, 24 October 2012 - 25 December 2013, pp.35-40

Web based Tool for Interactive Analysis of Crime Data on the Maps

1st International Symposium on Digital Forensics and Security (ISDFS’13), Elazığ, Turkey, 20 - 22 May 2013, pp.1-5 Sustainable Development

Güncel Dağıtık Dosya Sistemlerinin Karşılaştırmalı Analizi

6. Mühendislik ve Teknoloji Sempozyumu, Cankaya Üniversitesi, Ankara, Turkey, 25 - 26 April 2013, pp.213-218 Sustainable Development

Registering LandSat-8 Mosaic Images: A Case Study on the Marmara Sea

10th International Conference on Electronics, Computer and Computation (ICECCO), Ankara, Turkey, 7 - 09 November 2013, pp.375-377 identifier identifier

Analyzing Distributed File Synchronization Techniques for Educational Data

10th International Conference on Electronics, Computer and Computation (ICECCO), Ankara, Turkey, 7 - 09 November 2013, pp.318-321 identifier identifier

Web Servisler ile Paralel Görüntü İşlem Mimarisi Raster İmgelerde Kenar Belirleme Uygulaması

2012 Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, Trabzon, Turkey, 1 - 02 June 2012, pp.1-5

Visual Analysis of Time and Location Dependent Data on the Maps

The International Conference on Computing, Networking and Digital Technologies (ICCNDT-2012), Sanda, Bahrain, 11 - 13 November 2012, pp.176-182

Vector Modelling of Island Satallite Images for Spatial Databases

2011 International Science and Technology Conference, İstanbul, Turkey, 1 - 03 November 2011, pp.1-6

Performance Evaluations of Vector-Raster Satellite Image Transfers through Web Services

36th Annual IEEE International Computer Software and Applications Conference (COMPSAC), İzmir, Turkey, 16 - 20 July 2012, pp.346-347 identifier identifier

Vector Modeling of Island Satellite Images for Spatial Databases

International Science and Technology Conference (ISTEC 2011), İstanbul, Turkey, 7 - 09 December 2011, pp.25-30

Books & Book Chapters

Recognition of Vehicle Warning Indicators

in: Trends in Data Engineering Methods for Intelligent Systems: ICAIAME 2020. Lecture Notes on Data Engineering and Communications Technologies, Hemanth J.,Yigit T.,Patrut B.,Angelopoulou A., Editor, Springer, London/Berlin , Chur, pp.484-490, 2021

Clustering Earthquake Data: Identifying Spatial Patterns From Non-Spatial Attributes

in: Big Data and Knowledge Sharing in Virtual Organizations, Gyamfi Albert, Williams Idongesit, Editor, IGI Global, pp.224-239, 2020

CNN Based Traffic Sign Recognition for MiniAutonomous Vehicles

in: Advances in Intelligent Systems and Computing, Świątek Jerzy, Borzemski Leszek, Wilimowska Zofia, Editor, Springer, pp.85-94, 2019

Performance Evaluation of Support Vector Machineand Convolutional Neural Network Algorithmsin Real-Time Vehicle Type Classification

in: Advances in Internet, Data Web Technologies, Barolli Leonard, Xhafa Fatos, Javaid Nadeem, Spaho Evjola, Kolici Vladi, Editor, Springer, pp.934-943, 2018

MapReduce Based Scalable Range Query Architecture for Big Spatial Data

in: The Rise of Big Spatial Data, Igor Ivan, Alex Singleton, Jiří Horák, Tomáš Inspektor, Editor, Springer, pp.263-272, 2017

Playlist Generation via Vector Representation of Songs

in: Advances in Big Data, Plamen Angelov, Yannis Manolopoulos, Lazaros Iliadis, Asim Roy, Marley Vellasco, Editor, Springer, pp.179-185, 2017

A Novel Signaling Protocol (ARCSPXP): Case Study on Synchronization of Educational Data

in: Mobile Networks and Management, Ramón Agüero, Yasir Zaki, Bernd-Ludwig Wenning, Anna Förster, Andreas Timm-Giel, Editor, Springer International Publishing, 2017

A Method for Localization of Computational Node and Proxy Server in Educational Data Synchronization

in: Wireless Internet Lecture Notes of the Inst A Method for Localization of Computational Node and Proxy Server in Educational Data Synchronization, Mumtaz, S., Rodriguez, J., Katz, M., Wang, C., Nascimento, A. (Eds.), Editor, Springer, pp.180-190, 2015

Tiling of Satellite Images to Capture an Island Object

in: Engineering Applications of Neural Networks, Valeri Mladenov, Chrisina Jayne, Lazaros Iliadis, Editor, Springer, 2014