Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Articles Published in Other Journals

Refereed Congress / Symposium Publications in Proceedings

Energy Consumption Level Classification using Stepwise Dynamic Nearest Neighbor Algorithm

International Symposium on Innovative Approaches in Smart Technologies (ISAS 2023), İstanbul, Turkey, 23 - 25 November 2023, pp.1-5 Sustainable Development

Human Activity Recognition Using Machine Learning Methods

VII. International Battalgazi Scientific Studies Congress, Malatya, Turkey, 28 January 2022, pp.643-653

Prediction of Cloth Waste Using Machine Learning Methods in the Textile Industry

9th International Conference on Electrical and Electronics Engineering (ICEEE), Alanya, Turkey, 29 - 31 March 2022, pp.165-169 Sustainable Development identifier identifier

An Intelligent Multi-output Regression Model for Soil Moisture Prediction

International Conference on Intelligent and Fuzzy Systems, Turkey, 24 - 26 August 2021, vol.308, pp.474-481

Educational Data Mining Using Semi-Supervised Ordinal Classification

3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA 2021), Turkey, 11 - 13 June 2021

Monitoring Shelf Availability Using Mobile Augmented Reality

International Symposium of Scientific Research and Innovative Studies, Turkey, 22 - 25 February 2021

Classification of Hand-Based and Non-Hand-Based Physical Activities Using Wearable Sensors

4th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2020, İstanbul, Turkey, 22 - 24 October 2020 identifier

Classification of Air Quality Network based on Meteorological and Pollutant Factors

2nd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), Turkey, 26 - 27 June 2020, pp.128-133 Sustainable Development identifier identifier

Comparison of Multi-Label Classification Algorithms for Code Smell Detection

3rd International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2019, Ankara, Turkey, 11 - 13 October 2019 Sustainable Development identifier

Comparison of Ensemble-Based Multiple Instance Learning Approaches

2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2019, Sofija, Bulgaria, 3 - 05 July 2019 identifier

EMIC: An Ensemble Approach for Improving Multi-Instance Classification

3rd International Conference on Engineering Technology and Innovation, Belgrade, Serbia, 17 - 21 April 2019, pp.15

Multi-Target Regression for Quality Prediction in a Mining Process

4th International Conference on Computer Science and Engineering (UBMK), Samsun, Turkey, 11 - 15 September 2019, pp.639-644 Sustainable Development identifier identifier

A Weighted Majority Voting Ensemble Approach for Classification

4th International Conference on Computer Science and Engineering (UBMK), Samsun, Turkey, 11 - 15 September 2019, pp.366-371 identifier identifier

Remaining Useful Life Estimation for Predictive Maintenance Using Feature Engineering

Innovations in Intelligent Systems and Applications Conference (ASYU), İzmir, Turkey, 31 October - 02 November 2019, pp.214-218 Sustainable Development identifier identifier

Stock Market Forecasting Using Machine Learning Models

Innovations in Intelligent Systems and Applications Conference (ASYU), İzmir, Turkey, 31 October - 02 November 2019, pp.318-323 identifier identifier

Recommendation System with Association Rule Mining and Mobile Augmented Reality

Innovations in Intelligent Systems and Applications Conference (ASYU), İzmir, Turkey, 31 October - 02 November 2019, pp.490-495 identifier identifier

Analysis of Pre-Weighted and Post-Weighted Association Rule Mining

Innovations in Intelligent Systems and Applications Conference (ASYU), İzmir, Turkey, 31 October - 02 November 2019, pp.485-489 identifier identifier

ProLab: A new process mining tool

2nd International Conference on Theoretical and Applied Computer Science and Engineering, İstanbul, Turkey, 29 - 30 June 2018, pp.35-49

Comparison of Classification Algorithms on NFC-Based Public Transport Data

International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES’18), Karabük, Turkey, 11 - 13 May 2018, pp.487-491

Improving Cluster Analysis Using K-means Based and Weighted Clustering Ensembles

2nd International Conference on Engineering Technology and Innovation (ICETI), Budapest, Hungary, 7 - 11 March 2018, pp.117-125

The Relative Performance of Deep Learning and Ensemble Learning for Textile Object Classification

3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosnia And Herzegovina, 20 - 23 September 2018, pp.22-26 Sustainable Development identifier identifier

Comparison of Different Clustering Fnsembles by Solution Selection Strategy

3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosnia And Herzegovina, 20 - 23 September 2018, pp.67-72 Sustainable Development identifier

Comparative Analysis of Ensemble Learning Methods for Signal Classification

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

Improving Prediction Performance Using Ensemble Neural Networks in Textile Sector

2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 5 - 08 October 2017, pp.639-644 identifier identifier

Sayaç Okumalarında Mobil Uygulama Kullanımı ve E Abone Uygulamaları

19. Türkiye'de İnternet Konferansı (Inet-tr'14), İzmir, Turkey, 27 - 29 November 2014

İzmir Mobil Seyahat Planlama Sistemi

19. Türkiye’xxde Internet Konferansı, İzmir, Turkey, 27 - 29 November 2014

Naive Bayes Classifier for Continuous Variables using Novel Method (NBC4D) and Distributions

IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA), Alberobello, Italy, 23 - 25 June 2014, pp.110-115 identifier identifier

SOM++: Integration of self-organizing map and K-Means++ algorithms

9th International Conference on International Conference on Machine Learning and Data Mining, MLDM 2013, New York, United States Of America, 19 - 25 July 2013, pp.246-259 identifier

INNA: Incremental neural network algorithm and performance analysis

2nd International Conference on Computational Bioscience, CompBio 2011, Cambridge, United Kingdom, 11 - 13 July 2011, pp.296-302 identifier

A new approach for weighted clustering using decision tree

2011 International Symposium on Innovations in Intelligent Systems and Applications, Istanbul, Turkey, 15 - 18 June 2011

PSOMDM: Faster Parallel Self Organizing Map by Using Division Method

2nd International Symposium on Computing in Science & Engineering, Aydın, Turkey, 01 June 2011

Attitude Towards m Learning Usage in SEEU

4th International Conference on Communications and Information Technology (CIT'10), Latest Trends on Communications and Information Technology, Ioannina, Greece, 22 - 25 July 2010

Recommender System with Association Rules Based on Web Usage Mining

International Symposium on Innovations in Intelligent Systems and Applications (INISTA 2010), Kayseri, Turkey, 21 - 24 June 2010, pp.209-213

Dynamic Bus Scheduling with FP Growth

International Symposium on Innovations in Intelligent Systems and Applications (INISTA 2010), Kayseri, Turkey, 21 - 24 June 2010, pp.491-495

Determining the Best Pattern for KNN Clustering with Balanced Equation

INISTA: International Conference on INnovations in Intelligent SysTems and Applications 2010, Kayseri, Turkey, 21 - 24 June 2010

İş Zekası Çözümleri için Çok Boyutlu Birliktelik Kuralları Analizi

Akademik Bilişim Konferansı 2010, Muğla, Turkey, 10 - 12 February 2010, pp.215-222

The Efficiency of RSA Encrypted Video Calls on Mobile Internet Devices

2nd International Conference on Wireless and Mobile Networks, Ankara, Turkey, 26 - 28 June 2010, vol.84, pp.13-22 identifier identifier

Yerel Yönetimlerde Veri Madenciliği ve Bilgi Keşfi

TBD 26. Ulusal Bilişim Kurultayı, Bilişim 2009, Ankara, Turkey, 18 - 20 November 2009

Improving quality assurance in education with web-based services by data mining and mobile technologies

2008 Euro American Conference on Telematics and Information Systems, EATIS 2008, Aracaju, Brazil, 10 - 12 September 2008 identifier

Automation of the Manual Testing System by Computer Based Remote Controller

GAP V. MÜHENDİSLİK KONGRESİ, Şanlıurfa, Turkey, 26 - 28 April 2006, vol.1, pp.759-764

An Effective Digital Document Management System

GAP V. MÜHENDİSLİK KONGRESİ, Şanlıurfa, Turkey, 26 - 28 April 2006, vol.1, pp.600-607

Kan Bankalarını Merkezileştirme Çalışmaları

Bilgi Teknolojileri Kongresi IV, Akademik Bilisim 2006, Denizli, Turkey, 9 - 11 February 2006, pp.203-205

XML Teknolojisinin ASTM Protokolü Yerine Kullanılması

Bilgi Teknolojileri Kongresi IV, Akademik Bilisim 2006, Denizli, Turkey, 9 - 11 February 2006, pp.559-563

A Web Service Based Model for Running Parallel Applications

1st International Informatics Conference, Eskişehir, Turkey, 10 - 12 June 2005

İnternet Servisi Destekli Grafik Arayüzlü Bilgi İzleme Sistemi

Akademik Bilişim 2005, Gaziantep, Turkey, 2 - 04 February 2005

E-Durak: Sunucu Tabanlı Elektronik Durak Sistemi

Yapı ve Kentte Bilişim'04, Ankara, Turkey, 2 - 03 December 2004

Metin İçeriği Aramaya Yönelik Bir Web Uygulaması

Bilgi Teknolojileri Kongresi III, Denizli, Turkey, 7 - 09 October 2004, pp.226-228

A User Friendly Tool for Parallel Processing on Distributed Computing Systems

3rd Asian Pacific International Symposium on Information Technology, İstanbul, Turkey, 13 - 14 January 2004, pp.247-252

An approach for parallel execution of web services

IEEE International Conference on Web Services (ICWS 2004), California, United States Of America, 6 - 09 July 2004, pp.812-813 identifier identifier

PLC Programlanabilir Kontrol Cihazı Tabanlı Sistemlerin Internet Üzerinden İzlenmesi

IX. Türkiyede İnternet Konferansı (INET-TR 2003), İstanbul, Turkey, 11 - 13 December 2003

Akıllı Kartlar ile Web Tabanlı, Ön Ödemeli Satış Otomasyon Sistemi

TBD 20. Ulusal Bilişim Kurultayı (Bilişim 2003), Turkey, 10 - 15 September 2003

An Intelligent Multi-Agent System for a Fault Tolerance Mechanism Design in a Wide Area Distributed Database System

XII. Turkish Symposium on Artificial Intelligence and Neural Networks, Çanakkale, Turkey, 2 - 04 July 2003, pp.1-9

Web Tabanli Bilet Satış Otomasyon Sistemi

VIII Türkiyede İnternet Konferansı (INET-TR 2002), İstanbul, Turkey, 19 - 21 December 2002

Üç Boyutlu İnsan Modelleme Uygulamalardaki ve Internetteki Yeri ve Temel Modelleme Teknikleri

Bilişim Zirvesi 2002, TBD 19. Bilişim Kurultayı, İstanbul, Turkey, 3 - 06 September 2002, pp.63-68

New Approach for Computerized Clothing Design in Garment Industry

16th International Symposium on Computer and Information Sciences (ISCIS XVI), Antalya, Turkey, 5 - 07 November 2001, pp.476-483

Books & Book Chapters

XHAC: Explainable Human Activity Classification From Sensor Data

in: Emerging Trends in IoT and Integration with Data Science, Cloud Computing, and Big Data Analytics, Pelin YILDIRIM TAŞER, Editor, IGI Global, Hershey, pp.146-164, 2022

Animal Activity Recognition From Sensor Data Using Ensemble Learning

in: Emerging Trends in IoT and Integration with Data Science, Cloud Computing, and Big Data Analytics, Pelin YILDIRIM TAŞER, Editor, IGI Global, Hershey, pp.165-180, 2022

Data Mining in Banking Sector Using Weighted Decision Jungle Method

in: Data Mining - Methods, Applications and Systems, , Editor, InTechOpen, pp.1-11, 2021

Air Pollution Monitoring in Intelligent Cities Using Weighted Association Rule Mining

in: Developing and Monitoring Smart Environments for Intelligent Cities, Zaigham Mahmood, Editor, IGI Global, Pennsylvania, pp.171-197, 2021

Comparison of Data Mining Techniques in the Cloud for Software Engineering

in: Software Engineering in the Era of Cloud Computing, Ramachandran, Muthu, Mahmood, Zaigham, Editor, Springer International Publishing, pp.327-350, 2020

Ensemble Methods in Environmental Data Mining

in: Data Mining, Ciza Thomas, Editor, IntechOpen, London, pp.1-16, 2018

A Framework for Data Mining and Knowledge Discovery in Cloud Computing

in: Data Science and Big Data Computing Frameworks and Methodologies, Zaigham Mahmood, Editor, Springer, Zürich, pp.245-267, 2016

Service-Oriented Data Mining

in: New Fundamental Technologies in Data Mining, Kimito Funatsu, Editor, InTechOpen, London, pp.3-18, 2011

Data Mining Using RFM Analysis

in: Knowledge-Oriented Applications in Data Mining, Kimito Funatsu, Editor, InTechOpen, London, pp.91-108, 2011

Metrics

Publication

132

Citation (WoS)

1352

H-Index (WoS)

13

Citation (Scopus)

1804

H-Index (Scopus)

16

Project

21

Thesis Advisory

30

Open Access

35
UN Sustainable Development Goals