Publications & Works

Publication Network
Published journal articles indexed by SCI, SSCI, and AHCI

On the Use of Embedding Techniques for Modeling User Navigational Behavior in Intelligent Prefetching Strategies

Buyuktanir T., AKTAŞ M. S.
Concurrency and Computation: Practice and Experience , vol.37, no.3, 2025 (SCI-Expanded) identifier

An Event Frequency-Inverse Session Frequency Based Weighting Mechanism for Data Embedding Methodologies

Tasgetiren N., Safak I., AKTAŞ M. S.
Software - Practice and Experience , 2025 (SCI-Expanded) identifier

A Model-Based Evaluation Metric for Question Answering Systems

Bakır D., AKTAŞ M. S., Yıldız B.
International Journal of Software Engineering and Knowledge Engineering , 2025 (SCI-Expanded) identifier

Predictive Prefetching in Client-Server Systems: A Navigational Behavior Modeling Approach

Buyuktanir T., AKTAŞ M. S.
International Journal of Software Engineering and Knowledge Engineering , vol.34, no.11, pp.1807-1830, 2024 (SCI-Expanded) Sustainable Development identifier

Toward Proactive Maintenance: A Multi-Tiered Architecture for Industrial Equipment Health Monitoring and Remaining Useful Life Prediction

Gultekin E., AKTAŞ M. S.
International Journal of Software Engineering and Knowledge Engineering , 2024 (SCI-Expanded) identifier

Analysing Impact Dynamics of Misinformation Spread on X (formerly Twitter) with a COVID-19 Dataset

Duzen Z., Riveni M., AKTAŞ M. S.
IEEE Access , vol.12, pp.165114-165129, 2024 (SCI-Expanded) Sustainable Development identifier

On the use of graph embedding techniques for clustering user browsing navigational behaviours

Taşgetiren N., Kılıç T., AKTAŞ M. S.
International Journal of Web and Grid Services , vol.20, no.4, pp.482-504, 2024 (SCI-Expanded) identifier

On the big data processing algorithms for finding frequent sequences

Can A. B., Zaval M., Uzun-Per M., AKTAŞ M. S.
Concurrency and Computation: Practice and Experience , vol.35, no.24, 2023 (SCI-Expanded) identifier

Enhancing Accessibility to Data in Data-Intensive Web Applications by Using Intelligent Web Prefetching Methodologies

Buyuktanir T., Sigirci I. O., AKTAŞ M. S.
International Journal of Software Engineering and Knowledge Engineering , vol.33, no.9, pp.1405-1438, 2023 (SCI-Expanded) identifier

On the provenance extraction techniques from large scale log files

Tufek A., AKTAŞ M. S.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE , vol.35, no.15, 2023 (SCI-Expanded) identifier identifier

End-to-End Automated UI Testing Workflow for Web Sites with Intensive User-System Interactions

Oguz R. F., Erdem I., Olmezogullari E., AKTAŞ M. S.
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING , vol.32, no.10, pp.1477-1497, 2022 (SCI-Expanded) identifier identifier

Scalable recommendation systems based on finding similar items and sequences

Uzun-Per M., Gurel A. V., Can A. B., AKTAŞ M. S.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE , vol.34, no.20, 2022 (SCI-Expanded) Sustainable Development identifier identifier

A novel visualization approach for data provenance

Yazici I. M., AKTAŞ M. S.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE , vol.34, no.9, 2022 (SCI-Expanded) identifier identifier

On the distributed software architecture of a data analysis workflow: A case study

Tasgetiren N., Tigrak U., Bozan E., Gul G., Demirci E., Saribiyik H., et al.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE , vol.34, no.9, 2022 (SCI-Expanded) identifier identifier

Pattern2Vec: Representation of clickstream data sequences for learning user navigational behavior

Olmezogullari E., AKTAŞ M. S.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE , vol.34, no.9, 2022 (SCI-Expanded) identifier identifier

On the Use of Generative Deep Learning Approaches for Generating Hidden Test Scripts

Oz M., KAYA C., Olmezogullari E., AKTAŞ M. S.
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING , vol.31, no.10, pp.1447-1468, 2021 (SCI-Expanded) identifier identifier

Detecting misinformation in social networks using provenance data

Baeth M. J., Aktaş M. S.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE , vol.31, 2019 (SCI-Expanded) identifier identifier

Provenance aware run-time verification of things for self-healing Internet of Things applications

Aktaş M. S., Astekin M.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE , vol.31, 2019 (SCI-Expanded) identifier identifier

Application of provenance in social computing: A case study

Riveni M., Tien-Dung Nguyen T. N., AKTAŞ M. S., Dustdar S.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE , vol.31, no.3, 2019 (SCI-Expanded) Sustainable Development identifier identifier

Special issue on High performance computing conference (BASARIM-2017)

Unat D., AKTAŞ M. S.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE , vol.30, no.21, 2018 (SCI-Expanded) Creative Commons License identifier identifier

An approach to custom privacy policy violation detection problems using big social provenance data

Baeth M. J., Aktaş M. S.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE , vol.30, 2018 (SCI-Expanded) identifier identifier

Hybrid cloud computing monitoring software architecture

AKTAŞ M. S.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE , vol.30, no.21, 2018 (SCI-Expanded) identifier identifier

Structural Code Clone Detection Methodology Using Software Metrics

AKTAŞ M. S., Kapdan M.
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING , vol.26, no.2, pp.307-332, 2016 (SCI-Expanded) identifier identifier

Effectiveness of an Online Automated Evaluation and Feedback System in an Introductory Computer Literacy Course

VARANK İ., ADIGÜZEL T., ERKOÇ M. F., KÖŞKEROĞLU BÜYÜKİMDAT M., AKTAŞ M. S., CÖMERT Z., et al.
EURASIA JOURNAL OF MATHEMATICS SCIENCE AND TECHNOLOGY EDUCATION , vol.10, no.5, pp.395-404, 2014 (SSCI) Sustainable Development identifier identifier

Effectiveness of an Online Automated Evaluation and Feedback System in an Introductory Computer Literacy Course

Varank I., ERKOÇ M. F., Buyukimdat M. K., Aktas M. S., YENİ S., Adiguzel T., et al.
EURASIA JOURNAL OF MATHEMATICS SCIENCE AND TECHNOLOGY EDUCATION , vol.10, no.5, pp.395-404, 2014 (SSCI) Creative Commons License Sustainable Development identifier identifier

Temporal representation for mining scientific data provenance

Chen P., Plale B., Aktaş M. S.
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING AND ESCIENCE , vol.36, pp.363-378, 2014 (SCI-Expanded) identifier identifier

Provenance Capture and Use in a Satellite Data Processing Pipeline

Jensen S., Plale B., AKTAŞ M. S., Luo Y., Chen P., Conover H.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING , vol.51, no.11, pp.5090-5097, 2013 (SCI-Expanded) identifier identifier

Unmanaged workflows: Their provenance and use

AKTAŞ M. S., Plale B., Leake D., Mukhi N. K.
Studies in Computational Intelligence , vol.426, pp.59-81, 2013 (SCI-Expanded) identifier

Mobile Web Service Architecture Using Context-store

Oh S., Aktas M. S., Fox G. C.
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS , vol.4, no.5, pp.836-858, 2010 (SCI-Expanded) Creative Commons License identifier identifier

High-performance hybrid information service architecture

Aktas M. S., Pierce M.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE , vol.22, no.15, pp.2095-2123, 2010 (SCI-Expanded) Creative Commons License identifier identifier

A Federated Approach to Information Management in Grids

Aktas M. S., FOX G. C., PIERCE M.
INTERNATIONAL JOURNAL OF WEB SERVICES RESEARCH , vol.7, no.1, pp.65-98, 2010 (SCI-Expanded) Creative Commons License identifier identifier identifier

Building and applying geographical information system Grids

Aydin G., Sayar A., Gadgil H., Aktas M. S., Fox G. C., Ko S., et al.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE , vol.20, no.14, pp.1653-1695, 2008 (SCI-Expanded) identifier identifier

XML metadata services

Aktas M. S., Fox G. C., Pierce M., OH S.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE , vol.20, no.7, pp.801-823, 2008 (SCI-Expanded) identifier identifier

The QuakeSim project: Web services for managing geophysical data and applications

Pierce M. E., Fox G. C., Aktas M. S., Aydin G., Gadgil H., Qi Z., et al.
PURE AND APPLIED GEOPHYSICS , vol.165, pp.635-651, 2008 (SCI-Expanded) identifier identifier

VLab: Collaborative Grid services and portals to support computational material science

Nacar M. A., Aktas M. S., Pierce M., Lu Z., Erlebacher G., Kigelman D., et al.
Concurrency and Computation: Practice and Experience , vol.19, no.12, pp.1717-1728, 2007 (SCI-Expanded) identifier identifier

Effect of orientation angle of elliptical hole on residual stresses and expansion of plastic zone in thermoplastic composite plates under in-plane loading

Aktas M. S., KARAKUZU R.
INDIAN JOURNAL OF ENGINEERING AND MATERIALS SCIENCES , vol.14, no.2, pp.103-111, 2007 (SCI-Expanded) identifier identifier

Fault tolerant high performance Information Services for dynamic collections of Grid and Web services

Aktas M. S., FOX G. C., PIERCE M.
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE , vol.23, no.3, pp.317-337, 2007 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier

ISERVO: Implementing the International Solid Earth Research Virtual Observatory by integrating computational grid and geographical information Web Services

Aktas M. S., AYDIN G., DONNELLAN A., FOX G., GRANAT R., GRANT L., et al.
PURE AND APPLIED GEOPHYSICS , vol.163, pp.2281-2296, 2006 (SCI-Expanded) Creative Commons License identifier identifier

Grids for real time data applications

Fox G. C., AKTAŞ M. S., Aydin G., Bulut H., Gadgil H., Oh S., et al.
PARALLEL PROCESSING AND APPLIED MATHEMATICS , vol.3911, pp.320-332, 2006 (SCI-Expanded) identifier

Using hyperlink features to personalize Web search

AKTAŞ M. S., Nacar M. A., Menczer F.
ADVANCES IN WEB MINING AND WEB USAGE ANALYSIS , vol.3932, pp.104-115, 2006 (SCI-Expanded) identifier
Articles Published in Other Journals

Seeing the Sound: Multilingual Lip Sync for Real-Time Face-to-Face Translation †

Rafiei Oskooei A., AKTAŞ M. S., Keleş M.
Computers , vol.14, no.1, 2025 (ESCI) identifier

Analyzing the Spread of Misinformation on Social Networks: A Process and Software Architecture for Detection and Analysis

Duzen Z., Riveni M., AKTAŞ M. S.
Computers , vol.12, no.11, 2023 (ESCI) Creative Commons License Sustainable Development identifier

Credit Risk Prediction Based on Psychometric Data

Duman E., AKTAŞ M. S., Yahşi E.
Computers , vol.12, no.12, 2023 (Scopus) identifier

Detecting Complex Events With Real Time Monitoring Infrastructure On Event-Based Systems

AKTAŞ M. S.
Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi , vol.24, 2018 (Peer-Reviewed Journal) identifier

A software architecture for monitoring big data storage platforms

AKTAŞ M. S.
Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi , vol.23, no.5, pp.597-601, 2017 (ESCI) Creative Commons License identifier

Algorithms and the Grid

Fox G., AKTAŞ M. S., AYDIN G., Gadgil H., Pallickara S., Pierce M., et al.
Computing and Visualization in Science (presented at ALGORITMY-05 Conference, March 2005) , vol.12, no.3, pp.115-124, 2009 (Peer-Reviewed Journal) identifier identifier
Refereed Congress / Symposium Publications in Proceedings

On the Use of Predictive Deep Learning Approaches in the Frequency and Uniqueness-Based Representation of Sequential Browsing Events

Hakvar H., Cavuldak C., Söyler O., Subaşı Y., Karadayı Y., Şafak I., et al.
24th International Conference on Computational Science and Its Applications, ICCSA 2024, Ha-Noi, Vietnam, 1 - 04 July 2024, vol.14814 LNCS, pp.83-100 identifier

Predicting Consumer Actions in Digital Banking with Time-Sensitive User Behavior Analysis

Subaşı Y., Karadayı Y., Şafak I., AKTAŞ M. S.
14th International Workshop on Computer Science and Engineering, WCSE 2024, Phuket Island, Thailand, 19 - 21 June 2024, pp.86-93 identifier

A Business Process for Detecting Facial Movements and Emotions Using Deep Learning Techniques

Menzil Ç., Sarıkaya U. E., AKTAŞ M. S., Yahşi E., Keleş M., Sungur M.
4th International Conference on Electrical, Communication and Computer Engineering (ICECCE 2023), Dubai, United Arab Emirates, 30 - 31 December 2023 identifier

Predictive Analytics in IoT and CPS: Enhancing Industrial Machinery Reliability through Sensor Data-Driven Remaining Useful Life Estimation

Gültekin E., AKTAŞ M. S.
IEEE Big Data 2023, Sorrento, Italy, 15 - 17 December 2023

Developing and Evaluating a Model-Based Metric for Legal Question Answering Systems

Bakır D., YILDIZ B., AKTAŞ M. S.
IEEE BigData 2023, Sorrento, Italy, 15 - 17 December 2023 identifier

Time-dynamics of (mis)information spread on Social Networks: a COVID-19 case study

Duzen Z., Riveni M., AKTAŞ M. S.
The 12th International Conference on Complex Networks and Their Applications (Complex Networks 2023), Atina, Greece, 28 November 2023

Smart Cart Application for E-Commerce Websites: A Case Study

Adak E., AKTAŞ M. S.
IConTech 2023: International Conference on Technology, Atina, Greece, 16 - 19 November 2023 identifier

Credit Risk Prediction Based on Behavioral Data Analysis

Duman E., Yahşi E., Kaya G., AKTAŞ M. S.
The 23rd International Conference on Computational Science and Its Applications (ICCSA 2023), Atina, Greece, 03 July 2023

An Experimental Study Investigating The Effects of Data Pre-processing Methods on Deep Learning Based Time Series Data Prediction

Yılmaz M. B., Karabacak A., AKTAŞ M. S.
The 23rd International Conference on Computational Science and Its Applications (ICCSA 2023), Atina, Greece, 3 - 05 July 2023

Processes for Misinformation spread-analysis on Social Networks: a COVID-19 case study

Duzen Z., Riveni M., AKTAŞ M. S.
The 23rd International Conference on Computational Science and Its Applications (ICCSA 2023), Atina, Greece, 3 - 05 July 2023

On the Use of Graph Embedding Techniques for Clustering User Browsing Navigational Behaviours

TAŞGETİREN N., KILIÇ T., AKTAŞ M. S.
The 23rd International Conference on Computational Science and Its Applications (ICCSA 2023), Atina, Greece, 03 July 2023

An Approach to Decentralized Hybrid Question Answering Systems

Bakır D., AKTAŞ M. S.
23rd International Conference on Computational Science and Its Applications, ICCSA 2023, Athens, Greece, 3 - 06 July 2023, vol.14112 LNCS, pp.29-38 identifier

Real-Time Anomaly Detection Business Process for Industrial Equipment Using Internet of Things and Unsupervised Machine Learning Algorithms

Gultekin E., AKTAŞ M. S.
23rd International Conference on Computational Science and Its Applications, ICCSA 2023, Athens, Greece, 3 - 06 July 2023, vol.14108 LNCS, pp.16-31 identifier

Time-Sensitive Embedding for Understanding Customer Navigational Behavior in Mobile Banking

Hakvar H., Cavuldak C., Söyler O., Karadayı Y., AKTAŞ M. S.
International Conference on Computing, Intelligence and Data Analytics, ICCIDA 2022, Kocaeli, Turkey, 16 - 17 September 2022, vol.643 LNNS, pp.257-270 identifier

A Deep Learning-based Prefetching Approach to Enable Scalibility for Data-intensive Applications

BÜYÜKTANIR T., AKTAŞ M. S.
2022 IEEE International Conference on Big Data, Japan, 17 - 20 December 2022

A Business Workflow Architecture for Predictive Maintenance using Real-Time Anomaly Prediction on Streaming IoT Data

Gültekin E., AKTAŞ M. S.
2022 IEEE International Conference on Big Data, Japan, 17 - 20 December 2022 identifier

A Business Workflow For Providing Open-Domain Question Answering Reader Systems on The Wikipedia Dataset

Bakır D., AKTAŞ M. S.
2022 IEEE International Conference on Big Data, Japan, 17 - 20 December 2022 identifier

On the Data Analysis Workflow for Predicting Retention Model in Cargo and Logistics Sectors: Case Study

Erek D., Faydalı M., AKTAŞ M. S.
IConTech 2022: International Conference on Technology, Turkey, 16 - 19 November 2022

A Systematic Literature Review on Data Provenance Visualization

Yazıcı İ. M., AKTAŞ M. S.
International Conference on Computing, Intelligence and Data Analytics - 2022, Turkey, 16 - 17 September 2022

On the Time-Sensitive Embedding Methodologies for Understanding User Navigational Behavior

Vardar H., Cavuldak C., Söyler O., Karadayı Y., AKTAŞ M. S.
International Conference on Computing, Intelligence and Data Analytics - 2022, Turkey, 16 - 17 September 2022

A Novel Approach to Recommendation System Business Workflows: A Case Study for Book E-Commerce Websites

Zaval M., Orfan H. S., Koşan P., AKTAŞ M. S.
The 22nd International Conference on Computational Science and Its Applications (ICCSA 2022), Spain, 4 - 07 August 2022 identifier identifier

A Systematic Literature Review of Question Answering: Research Trends, Datasets, Methods

Bakır D., AKTAŞ M. S.
The 22nd International Conference on Computational Science and Its Applications (ICCSA 2022), Spain, 4 - 07 August 2022 identifier identifier

A Business Workflow for Clustering and Decision Making Systems in Tax Audit Industry: A Case Study

Aktaş İ., Kaya T., AKTAŞ M. S.
ICAIAME 2021, 04 August 2022

A Novel Sequential Pattern Mining Algorithm for Large Scale Data Sequences

CAN A. B., UZUN PER M., AKTAŞ M. S.
The 22nd International Conference on Computational Science and Its Applications (ICCSA 2022), Spain, 4 - 07 August 2022 identifier identifier

Methodology for Product Recommendation Based on User-System Interaction Data: A Case Study on Computer Systems E-Commerce Web Site

Zaval M., Haidari S., Kosan P., Aktaş M. S.
The 22nd International Conference on Computational Science and Its Applications (ICCSA 2022), 4 - 07 July 2022, pp.1-12

On The Understanding of Customer Purchase Behavior: A Case Study on the Computer Systems E-Commerce Website

Adak T., Sahin Y., Zaval M., Aktaş M. S.
The 22nd International Conference on Computational Science and Its Applications (ICCSA 2022), Malaga, Spain, 4 - 07 July 2022, pp.1-12

Systematic Literature Review on Data Provenance in Internet of Things

Gultekin E., Aktaş M. S.
The 22nd International Conference on Computational Science and Its Applications (ICCSA 2022), 4 - 07 July 2022, pp.1-16

Mobile Prefetching and Web Prefetching: A Systematic Literature Review

Buyuktanir T., Aktaş M. S.
The 22nd International Conference on Computational Science and Its Applications (ICCSA 2022), Malaga, Spain, 4 - 07 July 2022, pp.1-16

A Systematic Literature Review of Question Answering: Research Trends, Datasets, Methods and Frameworks

Bakir D., Aktaş M. S.
The 22nd International Conference on Computational Science and Its Applications (ICCSA 2022), Malaga, Spain, 4 - 07 July 2022, pp.1-16

An Approach to Business Workflow Software Architectures: A Case Study for Bank Account Transaction Type Prediction

Calli F., Ayyildiz C., Acikgoz B., Aktaş M. S.
The 22nd International Conference on Computational Science and Its Applications (ICCSA 2022), Malaga, Spain, 4 - 07 July 2022, pp.1-12

On the Machine Learning Based Business Workflows Extracting Knowledge from Large Scale Graph Data

Musaoglu M., Bekler M., Budak H., Akcelik C., Aktaş M. S.
The 22nd International Conference on Computational Science and Its Applications (ICCSA 2022), Malaga, Spain, 4 - 07 July 2022, pp.1-12

Methodology for Product Recommendation Based on User-System Interaction Data: A Case Study on Computer Systems E-Commerce Web Site

Adak T., Sahin Y., Zaval M., Aktaş M. S.
The 22nd International Conference on Computational Science and Its Applications (ICCSA 2022), Malaga, Spain, 4 - 07 July 2022, pp.1-16

Misinformation Detection in Social Networks: A Systematic Literature Review

Duzen Z., Riveni M., Aktaş M. S.
The 22nd International Conference on Computational Science and Its Applications (ICCSA 2022), Malaga, Spain, 4 - 07 July 2022, pp.1-16

Mining Web User Behavior: A Systematic Mapping Study

Tasgetiren N., Aktaş M. S.
The 22nd International Conference on Computational Science and Its Applications (ICCSA 2022), Malaga, Spain, 4 - 07 July 2022, pp.1-16

A Systematic Literature Review on Numerical Weather Prediction Models and Provenance Data

Tufek A., Aktaş M. S.
The 22nd International Conference on Computational Science and Its Applications (ICCSA 2022), Malaga, Spain, 4 - 07 July 2022, pp.1-16

Systematic Literature Review on Data Provenance in Internet of Things

Gultekin E., AKTAŞ M. S.
22nd International Conference on Computational Science and Its Applications , ICCSA 2022, Malaga, Spain, 4 - 07 July 2022, vol.13380 LNCS, pp.31-46 Sustainable Development identifier

Extracting Information from Large Scale Graph Data: Case Study on Automated UI Testing

Oguz R. F., Oz M., Olmezogullari E., AKTAŞ M. S.
27th International European Conference on Parallel and Distributed Computing (Euro-Par), ELECTR NETWORK, 30 August - 03 September 2021, vol.13098, pp.364-375 identifier identifier

Misinformation Detection in Social Networks: A Systematic Literature Review

Duzen Z., Riveni M., AKTAŞ M. S.
22nd International Conference on Computational Science and Its Applications , ICCSA 2022, Malaga, Spain, 4 - 07 July 2022, vol.13379 LNCS, pp.57-74 identifier

A Systematic Literature Review on Numerical Weather Prediction Models and Provenance Data

Tufek A., AKTAŞ M. S.
22nd International Conference on Computational Science and Its Applications , ICCSA 2022, Malaga, Spain, 4 - 07 July 2022, vol.13380 LNCS, pp.616-627 identifier

Mobile Prefetching and Web Prefetching: A Systematic Literature Review

Buyuktanir T., AKTAŞ M. S.
22nd International Conference on Computational Science and Its Applications , ICCSA 2022, Malaga, Spain, 4 - 07 July 2022, vol.13379 LNCS, pp.75-89 identifier

On the Machine Learning Based Business Workflows Extracting Knowledge from Large Scale Graph Data

Musaoğlu M., Bekler M., Budak H., Akçelik C., AKTAŞ M. S.
22nd International Conference on Computational Science and Its Applications , ICCSA 2022, Malaga, Spain, 4 - 07 July 2022, vol.13381 LNCS, pp.463-475 identifier

Mining Web User Behavior: A Systematic Mapping Study

Taşgetiren N., AKTAŞ M. S.
22nd International Conference on Computational Science and Its Applications , ICCSA 2022, Malaga, Spain, 4 - 07 July 2022, vol.13377 LNCS, pp.667-683 identifier

An Approach to Business Workflow Software Architectures: A Case Study for Bank Account Transaction Type Prediction

Çallı F. G., Ayyıldız Ç., Açıkgöz B. K., AKTAŞ M. S.
22nd International Conference on Computational Science and Its Applications , ICCSA 2022, Malaga, Spain, 4 - 07 July 2022, vol.13381 LNCS, pp.709-723 Sustainable Development identifier

Methodology for Product Recommendation Based on User-System Interaction Data: A Case Study on Computer Systems E-Commerce Web Site

Adak T. E., Sahin Y., Zaval M., AKTAŞ M. S.
22nd International Conference on Computational Science and Its Applications , ICCSA 2022, Malaga, Spain, 4 - 07 July 2022, vol.13377 LNCS, pp.35-46 identifier

A Deep Learning-based Prefetching Approach to Enable Scalability for Data-intensive Applications

Buyuktanir T., AKTAŞ M. S.
2022 IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, 17 - 20 December 2022, pp.2716-2721 identifier

Big Data Testing Framework for Recommendation Systems in e-Science and e-Commerce Domains

AKTAŞ M. S., UZUN PER M., Can A. B., Gürel A. V.
IEEE Big Data 2021, United States Of America, 15 November 2021 identifier

Test Script Generation Based on Hidden Markov Models Learning From User Browsing Behaviors

Erdem I., Oğuz R. F., Ölmezoğulları E., Aktaş M. S.
IEEE Big Data 2021, Florida, United States Of America, 15 November 2021 identifier identifier

A Novel Approach to Test Case Prioritization for Software Regression Tests

Boyar T., Oz M., Öncü E., AKTAŞ M. S.
Computational Science and Its Applications – ICCSA 2021 Conference, Cagliari, Italy, 13 - 14 September 2021 identifier identifier

On the Use of Deep Learning Approaches for Extracting Information from Large Scale Graph Data: Case Study on Automated UI Testing

Oğuz R. F., Öz M., Ölmezoğulları E., AKTAŞ M. S.
Euro-Par 2021, Lizbon, Portugal, 06 July 2021

An Approach to Recommendation Systems Using Scalable Association Mining Algorithms on Big Data Processing Platforms: A Case Study in Airline Industry

UZUN PER M., Gürel A. V., Can A. B., AKTAŞ M. S.
INISTA 2021, Kocaeli, Turkey, 06 July 2021 identifier

Customer Churn Prediction and Promotion Models in the Telecom Sector: A Case Study

Gursoy U. F., Yıldız E., Okay E., AKTAŞ M. S.
IntelliSys 2021, Amsterdam, Netherlands, 02 July 2021

A Novel Distributed Software Architecture for Managing Customer Behavior Data: A Case Study in Banking Sector

Kargılı O. B., ARIK A. O., Bekler M., Köse O. U., AKTAŞ M. S.
The 21st International Conference on Computational Science and Applications (ICCSA 2021), Cagliari, Italy, 02 July 2021 identifier identifier

Price Forecasting with Deep Learning in Business to Consumer Markets

Eğriboz E., AKTAŞ M. S.
The 21st International Conference on Computational Science and Applications (ICCSA 2021), Cagliari, Italy, 02 July 2021 identifier identifier

On the Implicit Feedback Based Data Modeling Approaches for Recommendation Systems

Taş K., Önder E., AKTAŞ M. S.
3rd International Conference on Electrical, Communication and Computer Engineering (ICECCE 2021), Kuala-Lumpur, Malaysia, 12 - 13 June 2021 identifier

On the Data Analysis Workflow for Predicting Customer Churn Behavior in Cargo and Logistics Sectors: Case Study

Sahinkaya G. O., Erek D., Yaman H., AKTAŞ M. S.
3rd International Conference on Electrical, Communication and Computer Engineering (ICECCE 2021), Kuala-Lumpur, Malaysia, 12 - 13 June 2021 identifier

Outlier Detection on Streaming Customer Behaviour Data with Unsupervised Learning Methods

Mollaoğlu A., Baltaoğlu G., Çakır E., AKTAŞ M. S.
3rd International Conference on Electrical, Communication and Computer Engineering (ICECCE 2021), Kuala-Lumpur, Malaysia, 12 - 13 June 2021

Fraud Detection on Streaming Customer Behavior Data with Unsupervised Learning Methods

Mollaoglu A., Baltaoglu G., Cakrr E., Aktaş M. S.
3rd International Conference on Electrical, Communication and Computer Engineering, ICECCE 2021, Kuala-Lumpur, Malaysia, 12 - 13 June 2021 identifier

Customer Churn Behaviour Predicting Using Social Network Analysis Techniques: A Case Study

Gursoy U. F., KURULAY M., AKTAŞ M. S.
3rd International Conference on Electrical, Communication and Computer Engineering, ICECCE 2021, Kuala-Lumpur, Malaysia, 12 - 13 June 2021 identifier

Sequential Rule Mining on the Student Behavior Data of an E-Learning Platform in the Field of Financial Sciences: Case Study

Aktaş D., AKTAŞ M. S.
3rd International Conference on Electrical, Communication and Computer Engineering (ICECCE 2021), Kuala-Lumpur, Malaysia, 12 - 13 June 2021 identifier

Customer Churn Behaviour Predicting Using Social Network Analysis Techniques: A Case Study

Gursoy U., KURULAY M., AKTAŞ M. S.
3rd International Conference on Electrical, Communication and Computer Engineering, ICECCE 2021, Kuala-Lumpur, Malaysia, 12 - 13 June 2021 identifier

Real-Time Fraud Prediction On Streaming Customer-Behaviour Data

Kayacık A. F., Özcan B., Baltaoğlu G., Çakır E., AKTAŞ M. S.
3rd International Conference on Electrical, Communication and Computer Engineering (ICECCE 2021), Kuala-Lumpur, Malaysia, 12 June 2021 identifier

A Generic Software Architecture for Validation and Agreement of Data Coming from Different Data Sources in Tourism Sector: A Case Study

UZUN PER M., AKTAŞ M. S.
11th World Conference on Innovation and Computer Science (INSODE 2021), Turkey, 29 April - 01 May 2021

Associations in Ancillary Services of the Airline Industry

UZUN PER M., Gürel A. V., Can A. B., AKTAŞ M. S.
11th World Conference on Innovation and Computer Science (INSODE 2021), Turkey, 29 April - 01 May 2021

A Usability Study on Data Provenance Visualization Approaches

Yazici I. M., AKTAŞ M. S.
15th Turkish National Software Engineering Symposium, UYMS 2021, Virtual, Izmir, Turkey, 17 - 19 November 2021 identifier

On the Provenance Extraction Techniques from Large Scale Log Files: A Case Study for the Numerical Weather Prediction Models

Tufek A., AKTAŞ M. S.
Workshops held at the 26th International Conference on Parallel and Distributed Computing, Euro-Par 2020, Virtual, Online, 24 - 25 August 2020, vol.12480 LNCS, pp.249-260 identifier

On the Comparative Analysis of Sequence Mining Algorithms: Case Study in Telecommunications

Tiktiklar D., Baltaoglu G., Çakir E., Kücük Z., AKTAŞ M. S.
6th International Conference on Computer Science and Engineering, UBMK 2021, Ankara, Turkey, 15 - 17 September 2021, pp.145-150 identifier

On the Detecting Anomalies within the Clickstream Data: Case Study for Financial Data Analysis Websites

Pinar E., Gul M. S., AKTAŞ M. S., Aykurt I.
6th International Conference on Computer Science and Engineering, UBMK 2021, Ankara, Turkey, 15 - 17 September 2021, pp.314-319 identifier

Representation of Click-Stream DataSequences for Learning User Navigational Behavior by Using Embeddings

Ölmezoğulları E., AKTAŞ M. S.
IEEE Big Data, User Understanding from BigData Workshop, 12 December 2020 identifier identifier

On the Large-scale Graph Data Processing for User Interface Testing in Big Data Science Projects

Uygun Y., Oğuz R., Ölmezoğulları E., AKTAŞ M. S.
6th International Workshop to Improve Big Data Science Project Team Processes, 11 December 2020 identifier identifier

Design and Verification of Cargo Management Processes Using Microservice-Based Software Architecture: A Case Study

Büyüktanır T., May H., Şebboy C., Yalçın D., AKTAŞ M. S.
Proceedings of the International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2020), Antalya, Turkey, 24 - 26 October 2020

Real-time Pattern Detection Methodology for Monitoring Student Behaviour on E-Learning Platform in the Field of Financial Sciences: Case Study

Aktaş D., AKTAŞ M. S.
28. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı, 5 - 07 October 2020 identifier

Opinion Mining on Usability Testing Data

Tekin Ç., Yüksek H., AKTAŞ M. S., Aslan B., Şahin Y.
28. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Gaziantep, 5 - 07 October 2020 identifier

Impact of Personal Factors on Software Quality Yazilim Kalitesinde Kişisel Özelliklerin Etkisi

GÜVEYİ E., AKTAŞ M. S., KALIPSIZ O.
14th Turkish National Software Engineering Symposium, UYMS 2020, İstanbul, Turkey, 7 - 09 October 2020 identifier

Real-time Detection of Anomalies on Performance Data of Container Virtualization Platforms

Erboy M., AKTAŞ M. S., Tüzün H., Ünal E.
2020 5th International Conference on Computer Science and Engineering (UBMK), 09 September 2020 identifier identifier

On the Community Discovery Methods for Complex Networks: A Case Study

Afrassa K., Coşgun G., Gursoy U., Yıldız E., AKTAŞ M. S.
Federated Conference on Computer Science and Information Systems (FedCSIS) 2020, Sofija, Bulgaria, 6 - 09 September 2020 Creative Commons License identifier

Learning from Student Browsing Data on E-Learning Platforms: Case Study

Cansız S., Sudan B., Öğretici E., AKTAŞ M. S.
Federated Conference on Computer Science and Information Systems 2020, Sofija, Bulgaria, 06 September 2020

On the Provenance Extraction Techniques from Large Scale Log Files: A Case Study for the Numerical Weather Prediction Models

Tüfek A., AKTAŞ M. S.
ParaMo (International Workshop on Parallel Programming) 2020, 24 August 2020

Human Factor on Software Quality: A Systematic Literature Review

GÜVEYİ E., AKTAŞ M. S., KALIPSIZ O.
The 20th International Conference on Computational Science and Applications (ICCSA 2020), 1 - 04 July 2020 identifier identifier

Software Architecture of a System Designed for Churn Analysis and Customer Retention in Banking Industry

Bozan E., Gül G., Tığrak Ü., Demirci E., Sarıbıyık H., AKTAŞ M. S.
The 20th International Conference on Computational Science and Applications (ICCSA 2020), 1 - 04 July 2020 identifier

Web Application Testing With Model Based Testing Method: Case Study

Akpınar P., AKTAŞ M. S., Keleş A., Balaman Y., Özdemir Z., KALIPSIZ O.
2nd International Conference on Electrical, Communication and Computer Engineering, 12 - 13 June 2020 identifier

Prediction of Success and Complex Event Processing on E Learning Platform

Sudan B., Cansız S., Öğretici E., AKTAŞ M. S.
2nd International Conference on Electrical, Communication and Computer Engineering, 12 - 13 June 2020

Management of Virtualization Technologies with Complex Event Processing

Yıldız E., Aktaş D., Ünal E., Tüzün H., AKTAŞ M. S.
2nd International Conference on Electrical, Communication and Computer Engineering, 12 - 13 June 2020 identifier

Prediction of Success and Complex Event Processing on E Learning Platforms

Sudan B., Cansız S., Öğretici E., Aktaş M. S.
2nd International Conference on Electrical, Communication and Computer Engineering, İstanbul, Turkey, 12 June 2020, pp.1-6

Prediction of Success and Complex Event Processing in E-Learning

Sudan B., Cansiz S., Ogretici E., AKTAŞ M. S.
2nd International Conference on Electrical, Communication and Computer Engineering, ICECCE 2020, İstanbul, Turkey, 12 - 13 June 2020 identifier

Impact of Personal Factors on Software Quality

GÜVEYİ E., AKTAŞ M. S., KALIPSIZ O.
14th Turkish National Software Engineering Symposium (UYMS), ELECTR NETWORK, 7 - 09 October 2020, pp.88-93 identifier identifier

On the RESTful Web Services for Managing Application Virtualization Environments

Yıldız E. C., Ünal E., Tüzün H., Aktaş D. E., AKTAŞ M. S.
IEEE Big Data SCDM 2019, 20 - 24 November 2019 identifier identifier

Financial Risk Prediction Based on Case Based Reasoning Methodology

Kapdan F., Aktaş M. G., AKTAŞ M. S.
Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı, 31 October - 02 November 2019 identifier

On the Use of Hyperparameter Optimization in Big Data Processing Pipelines: A Case Study

Dhaouadi J., AKTAŞ M. S., KALIPSIZ O., Balçık E.
Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı, 31 October - 02 November 2019 identifier

Implementation of Data Preprocessing Techniques on Big Data Platforms

ÇELİK O., HASANBAŞOĞLU M., AKTAŞ M. S., KALIPSIZ O., KANLI A., TURGUT U.
International Conference on Computer Science and Engineering (UBMK 2019), 11 - 15 September 2019 identifier identifier

Implementation of Hyperparameter Algorithms on Big Data Platforms: A Case Study

Mangliyeva M., Tanrıverdi B., AKTAŞ M. S., KALIPSIZ O., Balçık E.
4. Uluslararası Bilgisayar Bilimleri ve Mühendisliği Konferansı (UBMK 2019), 11 - 15 September 2019 identifier identifier

Company Sales Prediction and Stock Exchange Inverstor Profit Prediction based on Company Balance Sheet Data

Erboy M. O., Bulut N., Shakeri S., Yüzük S., AKTAŞ M. S.
4. Uluslararası Bilgisayar Bilimleri ve Mühendisliği Konferansı (UBMK 2019), 11 - 15 September 2019

Implementation of Association Rule Mining Algorithms on Distributed Data Processing Platforms

SESVER D., TUNA S., AKTAŞ M. S., KALIPSIZ O., KANLI A., TURGUT U.
International Conference on Computer Science and Engineering (UBMK) 2018, 11 - 15 September 2019 identifier identifier

Bankrupcy Risk Forecast Based on Company Balance Sheet Data Using Machine Learning Makine Ogrenmesi Kullanilarak Sirket Bilan^o Verilerine Dayali Iflas Riski Tahmini

Kesgin T., Shakeri S., Bulut N., Yüzük S., AKTAŞ M. S.
4th International Conference on Computer Science and Engineering, UBMK 2019, Samsun, Turkey, 11 - 15 September 2019, pp.195-200 Sustainable Development identifier identifier

Prediction of Purchase Intention on the E-Commerce Clickstream Data

Gürbüz A., AKTAŞ M. S.
27th Signal Processing and Communications Applications Conference, 24 - 26 April 2019 Creative Commons License identifier identifier

On the Use of Technical Analysis Indicators for Stock Market Price Movement Direction Prediction

Oğuz R. F., Uygun Y., AKTAŞ M. S., Aykurt İ.
27th Signal Processing and Communications Applications Conference, 24 - 26 April 2019 Creative Commons License identifier identifier

On the Performance Analysis of Map-Reduce Programming Model on In-Memory NoSQL Storage Platforms: A Case Study Daǧitik Bellek-içi NoSQL Saklama Ortamlarinda Eşle-Indirge Programlama Modeli Performans Analizi: Durum Çalişmasi

Yuzuk S., AKTAŞ M. S., Aktas M. S.
2018 International Congress on Big Data, Deep Learning and Fighting Cyber Terrorism, IBIGDELFT 2018, Ankara, Turkey, 3 - 04 December 2018, pp.45-50 identifier

Technical Analysis on Financial Time Series Data Based on Map-Reduce Programming Model: A Case Study Eşle-Indirge Programlama Modeline Dayali Olarak Finansal Zaman Serisi Verileri Üzerinde Teknik Analiz: Durum Çalişmasi

Uygun Y., Erboy M. O., AKTAŞ M. S., KALIPSIZ O., Aykurt I.
2018 International Congress on Big Data, Deep Learning and Fighting Cyber Terrorism, IBIGDELFT 2018, Ankara, Turkey, 3 - 04 December 2018, pp.92-97 identifier

Company Sales Prediction and Stock Exhance Investor Profit Prediction based on Company Balance Sheet Data

Erboy M. O., Bulut N., Shakeri S., Yuzuk S., AKTAŞ M. S.
4th International Conference on Computer Science and Engineering (UBMK), Samsun, Turkey, 11 - 15 September 2019, pp.201-205 identifier identifier

Technical Analysis on Financial Time Series Data based on Map-Reduce Programming Model: A Case Study

UYGUN Y., ERBOY M. O., AKTAŞ M. S., KALIPSIZ O., AYKURT İ.
International Congress on Big Data, Deep Learning, 3 - 04 December 2018 identifier

On the Performance Analysis of Map-Reduce Programming Model on In-Memory NoSQL Storage Platforms: A Case Study

YÜZÜK S., Aktaş M., AKTAŞ M. S.
International Congress on Big Data, Deep Learning, 3 - 04 December 2018 identifier

Investigation of Different Approaches for Recommendation System

AKTAŞ M. S., ARPACI A.
ELECO 2018, Elektrik-Elektronik ve Biyomedikal Mühendisliği Konferansı, 30 November 2018

Feature Selection Methods on Distributed Big Data Processing Platforms

ÇATALKAYA M. B., AKTAŞ M. S., KALIPSIZ O., UMUT T.
International Conference on Computer Science and Engineering (UBMK) 2018, 20 - 23 September 2018 identifier identifier

On the Data Stream Processing Frameworks: A Case Study

Dhaouadi J., AKTAŞ M. S.
International Conference on Computer Science and Engineering (UBMK) 2018, 20 - 23 September 2018 identifier identifier

Provisioning System for Application Virtualization Environments

Büyüktanır T., Tüzün H., AKTAŞ M. S.
International Conference on Computer Science and Engineering (UBMK) 2018, 20 - 23 September 2018 identifier identifier

Provenance Collection Platform for the Weather Research and Forecasting Model

Tüfek A., Gürbüz A., Ekuklu Ö. F., AKTAŞ M. S.
The 14th International Conference on Semantics, Knowledge and Grids, 12 - 14 September 2018 identifier identifier

A Data Provenance Visualization Approach

Yazıcı İ. M., Karabulut E., AKTAŞ M. S.
The 14th International Conference on Semantics, Knowledge and Grids, 12 - 14 September 2018 identifier identifier

Data Mining Library for Big Data Processing Platforms: A Case Study – Sparkling Water Platform

YILDIZ E. C., AKTAŞ M. S., KALIPSIZ O., KANLI A., TURGUT U.
International Conference on Computer Science and Engineering (UBMK) 2018, 20 September - 23 August 2018 identifier identifier

Credit risk analysis with classification Restricted Boltzmann Machine

BAYRAKTAR M., AKTAŞ M. S., KALIPSIZ O., SUSUZ O., BAYRACI S.
26th Signal Processing and Communications Applications Conference (SIU-2018), 2 - 05 May 2018 identifier identifier

Detecting misinformation in social networks using provenance data

Baeth M. J., AKTAŞ M. S.
13th International Conference on Semantics, Knowledge and Grids, SKG 2017, Beijing, China, 14 - 15 August 2017, pp.85-89 identifier identifier

İstatistiksel ve Makine Öğrenimi Yöntemleriyle Kredi Skorlama

Demirbulut Y. E., AKTAŞ M. S., KALIPSIZ O.
UYMS 17, Antalya, Turkey, 18 October 2017, pp.1-15

Büyük Veri İçeren Öneri Sistemleri İçin Hiperparametre Optimizasyonu

Pınar M., AKTAŞ M. S., KALIPSIZ O.
UYMS 17, İstanbul, Turkey, 18 October 2017, pp.1-15

Bulut Bilişim Sistemleri Üzerinde Kullanım Verilerine Dayalı Öneri Sistemi

AKTAŞ M. S., NURAL T.
1. Ulusal Bulut Bilişim ve Büyük Veri Sempozyumu, Turkey, 18 - 20 October 2017

Hyperparameter Optimization for Recommendation Systems with Big Data

Pınar M., OKUMUŞ O., TURGUT U., KALIPSIZ O., AKTAŞ M. S.
Turkish National Software Engineering Symposium 2017, 18 - 20 October 2017 identifier

Implicit feature detection by ontology aided feature-based opinion summarization

Kanbur D., Aktaş M. S.
International Conference on Computer Science and Engineering (UBMK), 2017, Barcelona, Spain, 05 October 2017 - 08 January 2018 identifier identifier

Kendin-Kur Bulut Bilişim Platformlarına Yönelik Karmaşık Olay İşlemeye Dayalı İzleme ve Hata Tespiti Sistemi

Bayraktar M., Alkhairat A., AKTAŞ M. S.
5. Ulusal Yüksek Başarımlı Hesaplama Konferansı, 14 - 15 September 2017

Kendin-kur Bulut Bilişim Sitemleri Üzerinde Güvenlik Ataklarının Karmaşık Olay İşleme Tekniğine Dayalı Tespiti

TEPE O., AKTAŞ M. S.
5. Ulusal Yüksek Başarımlı Hesaplama Konferansı, 14 - 15 September 2017

Kendin-Kur Bulut Bilişim Platformlarına Yönelik Karmaşık Olay İşlemeye Dayalı İzleme ve Hata Tespiti Sistemi

Bayraktar M., AKTAŞ M. S.
BAŞARIM 2017, İstanbul, Turkey, 14 September 2017, pp.1-15

An Approach to Copyright Violation Detection Problem Using Big Social Provenance Data

Baeth J., AKTAŞ M. S.
5. Ulusal Yüksek Başarımlı Hesaplama Konferansı, 14 - 15 September 2017

Provenance in Social Computing: A Case Study

Riveni M., Baeth J., AKTAŞ M. S., Dustdar S.
The International Conference on Semantics, Knowledge and Grids, 14 - 15 August 2017 identifier

Misinformation Detection in Social Networks Using Provenance Data

Baeth J., AKTAŞ M. S.
The International Conference on Semantics, Knowledge and Grids, 14 - 15 August 2017

Implementation of Analytical Hierarchy Process in Detecting Structural Code Clones

AKTAŞ M. S., Kapdan M.
The 17th International Conference on Computational Science and Its Applications (ICCSA 2017), 3 - 06 July 2017 identifier identifier

Ontology Based Aspect Oriented Opinion Summary Methodology

kanbur d., AKTAŞ M. S.
The Fifth International Conference on Building and Exploring Web Based Environments, WEB 2017, 21 - 25 May 2017 identifier

A Novel Approach to User Involved Big Data ProvenanceVisualization

yazıcı i., AKTAŞ M. S.
The Ninth International Conference on Advances in Databases, Knowledge, and Data Applications, DBKDA 2017, 21 - 25 May 2017

A Large Scale Synthetic Social Provenance Database

Baeth J., AKTAŞ M. S.
The Ninth International Conference on Advances in Databases, Knowledge, and Data Applications, DBKDA 2017, 21 - 25 May 2017

A Mapping Study on The Behavirol Analysis of Tor Relay Protocol

İNCE A. B., AKTAŞ M. S.
2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 5 - 08 October 2017, pp.288-293 identifier identifier

Çok Yanıtlı Doğrusal Regresyon Algoritmasıyla Lojistik Regresyon ve Birliktelik Kuralı Sonuçlarının Birleştirilmesi

Ekmekçi N., Kasap Ö. Y., Ketenci U. G., KALIPSIZ O., AKTAŞ M. S.
10. Ulusal Yazılım Mühendisliği Sempozyumu, 24 - 26 October 2016

Bankacılık Uygulamalarının İnsan Bilgisayar Etkileşimi Standartları Kullanılarak İyileştirilmesi

Tatar S., Temel Ş., AKTAŞ M. S., KALIPSIZ O.
10. Ulusal Yazılım Mühendisliği Sempozyumu, 24 - 26 October 2016 identifier

Usage of Time Series Based Databases in Open Source Cloud Computing Systems Openstack Experiment

AYDIN O., AKTAŞ M. S.
International Conference on Computer Science and Engineering (UBMK 2016), 20 - 23 October 2016

Comparison of Supervised Learning Algorithms Performances

Kırtay S. H., Dayıoglugil A. B., Halıcı T., KALIPSIZ O., AKTAŞ M. S.
International Conference on Computer Science and Engineering (UBMK 2016), 20 - 23 October 2016

Improving Awareness in Ambient Assisted Living Systems Consolidated Data Stream Processing

İNÇKİ K., AKTAŞ M. S.
The 3rd EAI International Conference on IoT Technologies for HealthCare, 18 - 19 October 2016 identifier identifier

A Big Data Processing Framework for Self Healing Internet of Things Applications

Dündar B., Astekin M., AKTAŞ M. S.
The International Conference on Semantics, Knowledge and Grids on Big Data, 15 - 17 August 2016 identifier

An Approach to Standalone Provenance Systems for Big Social Provenance Data

TAŞ Y., BAETH J., AKTAŞ M. S.
The International Conference on Semantics, Knowledge and Grids on Big Data, 15 - 17 August 2016 identifier

An Approach To Hybrid Personalized Recommender Systems

DÜZEN Z., AKTAŞ M. S.
International Symposium on INnovations in Intelligent SysTems and Applications, 02 August 2016 identifier identifier

A Novel Reduced Representation Methodology for Provenance Data

Güngören M., Aktaş M. S.
The 8th International Conference on Advances in Databases Knowledge and Data Applications (DBKDA -16), Lisbon, Portugal, 26 - 30 June 2016

Provenance Aware Self Healing System For Heterogeneous Computing Environment

DÜNDAR B., AKTAŞ M. S.
The 11th International Conference on Internet and Web Applications and Services (ICIW-16), Valencia, Spain, 22 - 26 May 2016

Ontology Aided Knowledge Mapping Workflow Execution Environment for Semantic Information Extraction

Yüzbaşıoğlu N., Aktaş M. S.
6th WORLD CONFERENCE on INNOVATION and COMPUTER SCIENCES INSODE-2016, Antalya, Turkey, 12 - 14 May 2016

C- ok Yan-Tl- Doǧrusal Regresyon Algoritmas-yla Lojistik Regresyon ve Birliktelik Kural- Sonuçlarinin Birleştirilmesi

Ekmekçi N., Kasap Ö. Y., Ketenci U. G., Kalipsz O., AKTAŞ M. S.
10th Turkish National Software Engineering Symposium, UYMS 2016, Çanakkale, Turkey, 24 - 26 October 2016, vol.1721, pp.611-622 identifier

On the Detection of Information Pollution and Violation of Copyrights in the Social Web

Baeth M. J., AKTAŞ M. S.
The 8th IEEE International Conference on Service Oriented Computing Applications (SOCA-15), 19 - 21 October 2015 identifier

Pazar Sepet Analizi için Örneklem Oluşturulması ve Birliktelik Kurallarının Çıkartılması

Kırtay S. H., Ekmekçi N., Halıcı T., Ketenci U. G., AKTAŞ M. S., KALIPSIZ O.
9. Ulusal Yazılım Mühendisliği Sempozyumu (UYMS-15), Turkey, 15 - 17 September 2015

İlişkisel Veri Tabanı Sistemlerinde İşlem Yönetimi ve Büyük Verinin Saklanması

AYDOĞAN S., DEMİREL E., KETENCİ U., AKTAŞ M. S., HELVACIOĞLU İ., KALIPSIZ O.
9. Ulusal Yazılım Mühendisliği Sempozyumu (UYMS-15), Turkey, 15 - 17 September 2015 identifier

Veri Madenciliğinde Özellik Seçim Tekniklerinin Bankacılık Verisine Uygulanması Üzerine Araştırma ve Karşılaştırmalı Uygulama

YAZICI B., YASLI F., GÜRLEYİK H. Y., TURGUT U. O., AKTAŞ M. S., KALIPSIZ O.
9. Ulusal Yazılım Mühendisliği Sempozyumu (UYMS-15), Turkey, 15 - 17 September 2015 identifier

Mobile Application Verification: A Systematic Mapping Study

Şahinoğlu M., İNÇKİ K., AKTAŞ M. S.
ICCSA 2015, 22 - 25 June 2015 identifier

Pazar sepeti analizi için örneklem oluşturulmasi ve birliktelik kurallarinin çikartilmasi

Kirtay S. H., Ekmekçi N., Halici T., Ketenci U., AKTAŞ M. S., KALIPSIZ O.
9th Turkish National Software Engineering Symposium, UYMS 2015, İzmir, Turkey, 9 - 11 September 2015, vol.1483, pp.172-183 identifier

On the structural code clone detection problem: a survey and software metric based approach

Kapdan M., AKTAŞ M. S., Yiğit M.
ICCSA-2014, 30 June - 03 July 2014 identifier identifier

Kullanici arayüzü tasarimlarinin üst düzey programlama dillerine dönüştürülmesine bir yaklaşim

Temel Ş., Turgut U. O., Baʇci V., AKTAŞ M. S.
8th Turkish National Software Engineering Symposium, UYMS 2014, Guzelyurt, Turkey, 8 - 10 September 2014, vol.1221, pp.724-737 identifier

Test Case Prioritization Related to Code Quality

ÖZTÜRK S., YAĞCI N., AKTAŞ M. S., ÖZBEK M., PALİGU F.
The 2013 International Conference on Software Engineering Research and Practice (SERP-13), 22 - 25 July 2013

Yapisal kod klon analizinde metrik tabanli teknikler

Kapdan M., AKTAŞ M. S., Yiʇit M.
7th Turkish National Software Engineering Symposium, UYMS 2013, İzmir, Turkey, 26 September 2013, vol.1072 identifier

Temporal representation for scientific data provenance

Chen P., Plale B., AKTAŞ M. S.
8th International Conference on E-Science (e-Science2012), 8 - 12 October 2012 Creative Commons License identifier identifier

A Composite Project Effort Estimation Approach in an Enterprise Software Development Project

ÇATAL Ç., AKTAŞ M. S.
The 23rd International Conference on Software Engineering and Knowledge Engineering (SEKE-11), 11 - 13 July 2011 identifier

BlogMiner: Web blog mining application for classification of movie reviews

Baloglu A., AKTAŞ M. S.
5th International Conference on Internet and Web Applications and Services, ICIW 2010, Barcelona, Spain, 9 - 15 May 2010, pp.77-84 identifier

BlogMiner: Web blog mining applicationfor classication of movie reviews

BALOĞLU K. A., AKTAŞ M. S.
Proc. 5th Int. Conf. Internet WebAppl. Services (ICIW), 1 - 05 May 2010

Semantic Enabled Metadata Discovery

AKTAŞ M. S.
(ACM) Proceedings of the Fourth International Conference on Intelligent Computing and Information Systems - ICICIS 2009, Kahire, Egypt, 19 March 2009, pp.1-8

Information federation in grids

AKTAŞ M. S., Fox G., Pierce M.
4th International Conference on Semantics, Knowledge, and Grid, SKG 2008, Beijing, China, 3 - 05 December 2008, pp.109-116 Creative Commons License identifier

Grids for real time data applications

Fox G. C., AKTAŞ M. S., Aydin G., Bulut H., Gadgil H., Oh S., et al.
6th International Conference on Parallel Processing and Applied Mathematics, PPAM 2005, Poznan, Poland, 11 - 14 September 2005, vol.3911 LNCS, pp.320-332 identifier

Optimizing web service messaging performance using a context store for static data

Oh S., AKTAŞ M. S., Pierce M., Fox G.
The 5th WSEAS International Conference on Telecommunications and Informatics (TELE-INFO-06), 24 - 27 May 2006, pp.334-342

Web Service Information Systems and Applications

AKTAŞ M. S., Aydın G., Fox G., Gadgil H., Pierce M., Sayar A.
GGF-16 Global Grid Forum Semantic Grid Workshop, Atina, Greece, 13 February 2006, pp.1-8

XML Metadata Services

AKTAŞ M. S., Oh S., Fox G. C., Pierce M. E.
2006 2nd International Conference on Semantics Knowledge and Grid, SKG, Guilin Guangxi, China, 1 - 03 November 2006, pp.31-36 identifier

Real time streaming Data grid applications

Fox G. C., AKTAŞ M. S., Aydin G., Bulut H., Pallickara S., Pierce M., et al.
Tyrrhenian Workshop on Digital Communications, Sorrento, Italy, 01 July 2005, pp.253-256 identifier

Using hyperlink features to personalize web search

AKTAŞ M. S., Nacar M. A., Menczer F.
6th International Workshop on Knowledge Discovery on the Web, WebKDD 2004, Seattle, WA, United States Of America, 22 - 25 August 2004, vol.3932 LNAI, pp.104-115 identifier

SERVOGrid Complexity Computational Environments CCE Integrated Performance Analysis

AYDIN G., AKTAŞ M. S., Fox G., Gadgil H., Pierce M., SAYAR A.
The 6th IEEE/ACM International Workshop on Grid Computing (GRID-05), 1 - 04 October 2005 Creative Commons License identifier identifier

Building Sensor Filter Grids: Information Architecture for the Data Deluge

Fox G., AKTAŞ M. S., Aydın G., Donnellan A., Gadgil H., Granat R., et al.
1st International Conference on SKG2005 Semantics, Knowledge and Grid, Pekin, China, 13 August 2005, pp.1-8

Managing Dynamic Metadata as Context

AKTAŞ M. S., Fox G., Pierce M.
The 2005 Istanbul International Computational Science and Engineering Conference (ICCSE-05), 1 - 04 July 2005

Implementing Geographical Information System Grid Services to Support Computational Geophysics in a Service Oriented Environment

AKTAŞ M. S., AYDIN G., Donnellan A., Fox G., Granat R., Lyzenga G., et al.
The 2005 Earth-Sun System Technology Conference (ESTC-05), 1 - 04 June 2005

Information services for dynamically assembled semantic grids

AKTAŞ M. S., Fox G. C., Pierce M.
1st International Conference on Semantics, Knowledge and Grid, SKG 2005, Beijing, China, 27 - 29 November 2005 Creative Commons License identifier

A Web based Conversational Case Based Recommender System for Ontology aided Metadata Discovery

Aktaş M. S., Pierce M., Fox G., Leake D.
The 5th IEEE/ACM International Workshop on Grid Computing (GRID-04), Pennsylvania, United States Of America, 22 - 24 November 2004 Creative Commons License identifier identifier

Personalizing PageRank based on domain profiles

AKTAŞ M. S., NACAR M. A., Menczer F.
WebKDD. 2004, 20 - 22 August 2004

Designing Ontologies and Distributed Resource Discovery Services for an Earthquake Simulation Grid

AKTAŞ M. S., Pierce M., Fox G.
The 11th Global Grid Forum Semantic Grid Applications Workshop (GGF-11), 10 - 14 June 2004

The Online Knowledge Center Building a Component Based Portal

BALSOY Ö., AKTAŞ M. S., AYDIN G., AYSAN M. N., İKİBAŞ C., KAPLAN A., et al.
The 2002 International Conference on Information and Knowledge Engineering (IKE-02), 24 - 27 June 2002
Books

Methodology for Product Recommendation Based on User-System Interaction Data: A Case Study on Computer Systems E-Commerce Web Site

Adak T. E., Şahin Y., Zaval M., AKTAŞ M. S.
in: Computational Science and Its Applications – ICCSA 2022 Workshops (LNCS 13377), Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Ana Maria A. C. Rocha, Chiara Garau (Eds.), Editor, Springer, pp.35-46, 2022

Human Factor on Software Quality: A Systematic Literature Review

Güveyi E., Aktaş M. S., Kalipsiz O.
in: Computational Science and Its Applications – ICCSA 2020, Prof. Dr. Osvaldo Gervasi,Beniamino Murgante,Prof. Sanjay Misra,Dr. Chiara Garau,Ivan Blečić,David Taniar,Dr. Bernady O. Apduhan,Ana Maria A. C. Rocha,Prof. Eufemia Tarantino,Prof. Carmelo Maria Torre,Prof. Yeliz Karaca, Editor, Springer, London/Berlin , İstanbul, pp.918-930, 2020

Association Rule Mining on Big Data Sets

Celik O., Hasanbasoglu M., Aktaş M. S., Kalıpsız O.
in: Data Mining - Methods, Applications and Systems, Derya Birant, Editor, IntechOpen Limited, London, pp.1-10, 2020

Provisioning System for Application Virtualization Environments

Büyüktanır T., Aktaş M. S., Tüzün H.
in: Big Data Analytics for Sustainable Computing, H. Anandakumar, Editor, Global Publications , Pennsylvania, pp.1-15, 2019

Data Imputation Methods for Missing Values in the Context of Clustering

AKTAŞ M. S., KAPLAN S., ABACI H., KALIPSIZ O., KETENCİ U., TURGUT U. O.
in: Big Data and Knowledge Sharing in Virtual Organizations, Idongesit William, Albert Gyamfi, Editor, IGI Global, 2019

Mobile Application Verification: A Systematic Mapping Study

Şahinoğlu M., İnçki K., AKTAŞ M. S.
in: Computational Science and Its Applications -- ICCSA 2015, Osvaldo Gervasi, Editor, Springer, Banff, Ab, Canada, pp.147-163, 2015

Unmanaged Workflows: Their Provenance and Use

AKTAŞ M. S., Plale B., Leake D., Mukhi N.
in: Data Provenance and Data Management for eScience, Quan Bai, Qing Liu, Stephen Guigni, Darrell Williamson and John Taylor, Editor, Springer, pp.59-69, 2013

Unmanaged Workflows: Their Provenance and Use

AKTAŞ M. S., Plale B., Leake D., Mukhi N.
in: Data Provenance and Data Management in eScience, Qing Liu, Editor, Springer-Verlag , Berlin Heidelberg, pp.59-81, 2013

Principles And Experiences: Designing and Building Enterprise Information Systems

AKTAŞ M. S.
in: Always On Enterprise Information Systems for Business Continuance Technologies for Reliable and Scalable Operations, Nijaz Bajgoric (University of Sarajevo, Bosnia and Herzegovina), Editor, IGI Global, pp.58-77, 2010

Research on Computer Science,Computer and Electronics Engineering: Topics in CS,CE

Aktaş M. S. (Editor), Elbaşı E. (Editor)
VDE-Verlag GmbH, Berlin, 2009

Mining Massive Datasets

AKTAŞ M. S.
in: Research on Computer Science,Computer and Electronics Engineering: Topics in CS,CE, Ersin Elbaşı, Mehmet S. Aktaş, Editor, Vdm Verlag, İstanbul, pp.1-15, 2009

A Retrospective on theDevelopment of Web Service Specifications

Pallickara S., Fox G., AKTAŞ M. S., Gadgil H., Yıldız B., Oh S., et al.
in: Securing Web Services Practical Usage of Standards and Specifications, Dr. Periorellis Panos , Editor, Idea Group Inc, 2007

Grids for Real Time Data Applications (presented at PPAM-05 Conference, September 2005)

Fox G., AKTAŞ M. S., AYDIN G., BULUT H., Gadgil H., Oh S., et al.
in: Parallel Processing and Applied Mathematics, Roman Wyrzykowski, Jack Dongarra, Norbert Meyer, Jerzy Waśniewski, Editor, Springer, 2006

Using Hyperlink Features to Personalize WebSearch (presented at WebKDD -04 Workshop, August, 2004)

AKTAŞ M. S., NACAR M. A., MENCZER F.
in: Advances in Web Mining and Web Usage Analysis Lecture Notes in Computer Science, Bamshad Mobasher, Olfa Nasraoui, Bing Liu, Brij Masand, Editor, Springer, pp.104-115, 2006

Real Time Streaming Data Grid Applications (presented at TIWDC-05 Workshop, July 2005)

Fox G., AKTAŞ M. S., AYDIN G., BULUT H., Pallickara S., Pierce M., et al.
in: Distributed Cooperative Laboratories Networking Instrumentation and Measurements, F.Davoli, S. Palazzo, S. Zappatore, Eds., Norwell, MA, Editor, Springer, 2006
Metrics

Publication

234

Citation (WoS)

794

H-Index (WoS)

21

Citation (Scopus)

1413

H-Index (Scopus)

25

Citation (Scholar)

2748

H-Index (Scholar)

35

Project

14

Thesis Advisory

14

Open Access

17
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