Mehmet S. Aktas

According to our database1, Mehmet S. Aktas authored at least 69 papers between 2004 and 2022.

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Bibliography

2022
A novel visualization approach for data provenance.
Concurr. Comput. Pract. Exp., 2022

On the distributed software architecture of a data analysis workflow: A case study.
Concurr. Comput. Pract. Exp., 2022

Pattern2Vec: Representation of clickstream data sequences for learning user navigational behavior.
Concurr. Comput. Pract. Exp., 2022

2021
Service Rate Region: A New Aspect of Coded Distributed System Design.
IEEE Trans. Inf. Theory, 2021

On the Use of Generative Deep Learning Approaches for Generating Hidden Test Scripts.
Int. J. Softw. Eng. Knowl. Eng., 2021

Customer Churn Prediction and Promotion Models in the Telecom Sector: A Case Study.
Proceedings of the Intelligent Systems and Applications, 2021

An Approach to Recommendation Systems Using Scalable Association Mining Algorithms on Big Data Processing Platforms: A Case Study in Airline Industry.
Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2021

A Novel Distributed Software Architecture for Managing Customer Behavior Data: A Case Study in Banking Sector.
Proceedings of the 2021 21st International Conference on Computational Science and Its Applications (ICCSA), Cagliari, Italy, September 13-16, 2021, 2021

Price Forecasting with Deep Learning in Business to Consumer Markets.
Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

A Novel Approach to Test Case Prioritization for Software Regression Tests.
Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

Big Data Testing Framework for Recommendation Systems in e-Science and e-Commerce Domains.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Test Script Generation Based on Hidden Markov Models Learning From User Browsing Behaviors.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Impact of Personal Factors on Software Quality.
Proceedings of the 14th Turkish National Software Engineering Symposium, 2020

Human Factor on Software Quality: A Systematic Literature Review.
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

Learning from Student Browsing Data on E-Learning Platforms: Case Study.
Proceedings of the Position Papers of the 2020 Federated Conference on Computer Science and Information Systems, 2020

On the Community Discovery Methods for Complex Networks: A Case Study.
Proceedings of the 2020 Federated Conference on Computer Science and Information Systems, 2020

On the Provenance Extraction Techniques from Large Scale Log Files: A Case Study for the Numerical Weather Prediction Models.
Proceedings of the Euro-Par 2020: Parallel Processing Workshops, 2020

On the Large-scale Graph Data Processing for User Interface Testing in Big Data Science Projects.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Representation of Click-Stream DataSequences for Learning User Navigational Behavior by Using Embeddings.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Application of provenance in social computing: A case study.
Concurr. Comput. Pract. Exp., 2019

Detecting misinformation in social networks using provenance data.
Concurr. Comput. Pract. Exp., 2019

Provenance aware run-time verification of things for self-healing Internet of Things applications.
Concurr. Comput. Pract. Exp., 2019

On the Use of Technical Analysis Indicators for Stock Market Price Movement Direction Prediction.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

Prediction of Purchase Intention on the E-Commerce Clickstream Data.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

On the RESTful Web Services for Managing Application Virtualization Environments.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Special issue on High performance computing conference (BASARIM-2017).
Concurr. Comput. Pract. Exp., 2018

An approach to custom privacy policy violation detection problems using big social provenance data.
Concurr. Comput. Pract. Exp., 2018

Hybrid cloud computing monitoring software architecture.
Concurr. Comput. Pract. Exp., 2018

A Data Provenance Visualization Approach.
Proceedings of the 14th International Conference on Semantics, Knowledge and Grids, 2018

Provenance Collection Platform for the Weather Research and Forecasting Model.
Proceedings of the 14th International Conference on Semantics, Knowledge and Grids, 2018

Credit risk analysis with classification Restricted Boltzmann Machine.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017
Buyuk Veri Iceren Oneri Sistemleri Icin Hiperparametre Optimizasyonu(Hyperparameter Optimization for Recommendation Systems with Big Data).
Proceedings of the 11th Turkish National Software Engineering Symposium, 2017

Istatistiksel ve Makine Ogrenimi Yontemleriyle Kredi Skorlama(Credit Scoring With Statistical And Machine Learning Methods).
Proceedings of the 11th Turkish National Software Engineering Symposium, 2017

Provenance in Social Computing: A Case Study.
Proceedings of the 13th International Conference on Semantics, Knowledge and Grids, 2017

Implementation of Analytical Hierarchy Process in Detecting Structural Code Clones.
Proceedings of the Computational Science and Its Applications - ICCSA 2017, 2017

On the service capacity region of accessing erasure coded content.
Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016
Structural Code Clone Detection Methodology Using Software Metrics.
Int. J. Softw. Eng. Knowl. Eng., 2016

Bankacilik Uygulamalarinin Insan Bilgisayar Etkilesimi Standartlari Kullanilarak Iyilestirilmesi.
Proceedings of the 10th Turkish National Software Engineering Symposium, 2016

Cok Yanitli Dogrusal Regresyon Algoritmasiyla Lojistik Regresyon ve Birliktelik Kurali Sonuclarinin Birlestirilmesi.
Proceedings of the 10th Turkish National Software Engineering Symposium, 2016

An Approach to Standalone Provenance Systems for Big Social Provenance Data.
Proceedings of the 12th International Conference on Semantics, Knowledge and Grids, 2016

A Big Data Processing Framework for Self-Healing Internet of Things Applications.
Proceedings of the 12th International Conference on Semantics, Knowledge and Grids, 2016

An approach to hybrid personalized recommender systems.
Proceedings of the International Symposium on INnovations in Intelligent SysTems and Applications, 2016

Improving Awareness in Ambient-Assisted Living Systems: Consolidated Data Stream Processing.
Proceedings of the Internet of Things Technologies for HealthCare, 2016

2015
Veri Madenciliğinde Özellik Seçim Tekniklerinin Bankacılık Verisine Uygulanması Üzerine Araştırma ve Karşılaştırmalı Uygulama.
Proceedings of the 9th Turkish National Software Engineering Symposium, 2015

Pazar Sepet Analizi için Örneklem Oluşturulması ve Birliktelik Kurallarının Çıkartılması.
Proceedings of the 9th Turkish National Software Engineering Symposium, 2015

İlişkisel Veri Tabanı Sistemlerinde İşlem Yönetimi ve Büyük Verinin Saklanması.
Proceedings of the 9th Turkish National Software Engineering Symposium, 2015

On the Detection of Information Pollution and Violation of Copyrights in the Social Web.
Proceedings of the 8th IEEE International Conference on Service-Oriented Computing and Applications, 2015

Mobile Application Verification: A Systematic Mapping Study.
Proceedings of the Computational Science and Its Applications - ICCSA 2015, 2015

2014
Temporal representation for mining scientific data provenance.
Future Gener. Comput. Syst., 2014

Kullanıcı Arayüzü Tasarımlarının Üst Düzey Programlama Dillerine Dönüştürülmesine Bir Yaklaşım.
Proceedings of the 8th Turkish National Software Engineering Symposium, 2014

On the Structural Code Clone Detection Problem: A Survey and Software Metric Based Approach.
Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014

2013
Provenance Capture and Use in a Satellite Data Processing Pipeline.
IEEE Trans. Geosci. Remote. Sens., 2013

Yapısal Kod Klon Analizinde Metrik Tabanlı Teknikler.
Proceedings of the 7th National Software Engineering Symposium, 2013

2012
Temporal representation for scientific data provenance.
Proceedings of the 8th IEEE International Conference on E-Science, 2012

2011
A Composite Project Effort Estimation Approach in an Enterprise Software Development Project.
Proceedings of the 23rd International Conference on Software Engineering & Knowledge Engineering (SEKE'2011), 2011

2010
A Federated Approach to Information Management in Grids.
Int. J. Web Serv. Res., 2010

Mobile Web Service Architecture Using Context-store.
KSII Trans. Internet Inf. Syst., 2010

High-performance hybrid information service architecture.
Concurr. Comput. Pract. Exp., 2010

2008
Building and applying geographical information system Grids.
Concurr. Comput. Pract. Exp., 2008

XML Metadata Services.
Concurr. Comput. Pract. Exp., 2008

Information Federation in Grids.
Proceedings of the Fourth International Conference on Semantics, Knowledge and Grid, 2008

2007
Fault tolerant high performance Information Services for dynamic collections of Grid and Web services.
Future Gener. Comput. Syst., 2007

VLab: collaborative Grid services and portals to support computational material science.
Concurr. Comput. Pract. Exp., 2007

2005
Building Sensor Filter Grids: Information Architecture for the Data Deluge.
Proceedings of the 2005 International Conference on Semantics, 2005

Information Services for Dynamically Assembled Semantic Grids.
Proceedings of the 2005 International Conference on Semantics, 2005

Grids for Real Time Data Applications.
Proceedings of the Parallel Processing and Applied Mathematics, 2005

SERVOGrid complexity computational environments (CCE) integrated performance analysis.
Proceedings of the 6th IEEE/ACM International Conference on Grid Computing (GRID 2005), 2005

2004
Using Hyperlink Features to Personalize Web Search.
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2004

A Web based Conversational Case-Based Recommender System for Ontology aided Metadata Discovery.
Proceedings of the 5th International Workshop on Grid Computing (GRID 2004), 2004


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