Mehmet S. Aktas

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 72

Top Topics

Top Venues

Concurr. Comput. Pract. Exp.

Publications

Hakan Hakvar, Cansu Cavuldak, Ogulcan Söyler, Yusuf Subasi, Yildiz Karadayi, Ilgin Safak, Nail Tasgetiren, Mehmet S. Aktas
On the Use of Predictive Deep Learning Approaches in the Frequency and Uniqueness-Based Representation of Sequential Browsing Events. ICCSA (2) (2024)
Amirkia Rafiei Oskooei, Ezgi Yahsi, Mehmet Sungur, Mehmet S. Aktas
Can One Model Fit All? An Exploration of Wav2Lip's Lip-Syncing Generalizability Across Culturally Distinct Languages. ICCSA (Workshops 5) (2024)
Alper Tufek, Mehmet S. Aktas
On the provenance extraction techniques from large scale log files. Concurr. Comput. Pract. Exp. 35 (15) (2023)
Zafer Duzen, Mirela Riveni, Mehmet S. Aktas
Time-Dynamics of (Mis)Information Spread on Social Networks: A COVID-19 Case Study. COMPLEX NETWORKS (4) (2023)
Dilan Bakir, Beytullah Yildiz, Mehmet S. Aktas
Developing and Evaluating a Model-Based Metric for Legal Question Answering Systems. BigData (2023)
Tolga Büyüktanir, Ibrahim Onur Sigirci, Mehmet S. Aktas
Enhancing Accessibility to Data in Data-Intensive Web Applications by Using Intelligent Web Prefetching Methodologies. Int. J. Softw. Eng. Knowl. Eng. 33 (9) (2023)
Zafer Duzen, Mirela Riveni, Mehmet S. Aktas
Analyzing the Spread of Misinformation on Social Networks: A Process and Software Architecture for Detection and Analysis. Comput. 12 (11) (2023)
Mehmet S. Aktas, Emina Soljanin
Controlling Data Access Load in Distributed Systems. CoRR (2023)
Ali Burak Can, Mounes Zaval, Meryem Uzun-Per, Mehmet S. Aktas
On the big data processing algorithms for finding frequent sequences. Concurr. Comput. Pract. Exp. 35 (24) (2023)
Eren Duman, Mehmet S. Aktas, Ezgi Yahsi
Credit Risk Prediction Based on Psychometric Data. Comput. 12 (12) (2023)
Dilan Bakir, Mehmet S. Aktas
An Approach to Decentralized Hybrid Question Answering Systems. ICCSA (Workshops 9) (2023)
Emrullah Gultekin, Mehmet S. Aktas
Real-Time Anomaly Detection Business Process for Industrial Equipment Using Internet of Things and Unsupervised Machine Learning Algorithms. ICCSA (Workshops 5) (2023)
Emrullah Gultekin, Mehmet S. Aktas
Predictive Analytics in IoT and CPS: Enhancing Industrial Machinery Reliability through Sensor Data-Driven Remaining Useful Life Estimation. BigData (2023)
Dilan Bakir, Mehmet S. Aktas
A Business Workflow For Providing Open-Domain Question Answering Reader Systems on The Wikipedia Dataset. Big Data (2022)
Erdi Olmezogullari, Mehmet S. Aktas
Pattern2Vec: Representation of clickstream data sequences for learning user navigational behavior. Concurr. Comput. Pract. Exp. 34 (9) (2022)
Ramazan Faruk Oguz, Izzettin Erdem, Erdi Olmezogullari, Mehmet S. Aktas
End-to-End Automated UI Testing Workflow for Web Sites with Intensive User-System Interactions. Int. J. Softw. Eng. Knowl. Eng. 32 (10) (2022)
Tahir Enes Adak, Yunus Sahin, Mounes Zaval, Mehmet S. Aktas
Methodology for Product Recommendation Based on User-System Interaction Data: A Case Study on Computer Systems E-Commerce Web Site. ICCSA (Workshops 1) (2022)
Nail Tasgetiren, Mehmet S. Aktas
Mining Web User Behavior: A Systematic Mapping Study. ICCSA (Workshops 1) (2022)
Dilan Bakir, Mehmet S. Aktas
A Systematic Literature Review of Question Answering: Research Trends, Datasets, Methods. ICCSA (Workshops 1) (2022)
Tolga Büyüktanir, Mehmet S. Aktas
Mobile Prefetching and Web Prefetching: A Systematic Literature Review. ICCSA (Workshops 3) (2022)
Zafer Duzen, Mirela Riveni, Mehmet S. Aktas
Misinformation Detection in Social Networks: A Systematic Literature Review. ICCSA (Workshops 3) (2022)
Ilkay Melek Yazici, Mehmet S. Aktas
A novel visualization approach for data provenance. Concurr. Comput. Pract. Exp. 34 (9) (2022)
Meryem Uzun-Per, Ahmet Volkan Gürel, Ali Burak Can, Mehmet S. Aktas
Scalable recommendation systems based on finding similar items and sequences. Concurr. Comput. Pract. Exp. 34 (20) (2022)
Emrullah Gultekin, Mehmet S. Aktas
A Business Workflow Architecture for Predictive Maintenance using Real-Time Anomaly Prediction On Streaming IoT Data. Big Data (2022)
Mert Musaoglu, Merve Bekler, Hüseyin Budak, Celal Akçelik, Mehmet S. Aktas
On the Machine Learning Based Business Workflows Extracting Knowledge from Large Scale Graph Data. ICCSA (Workshops 5) (2022)
Fatma Gizem Çalli, Çagdas Ayyildiz, Berke Kaan Açikgöz, Mehmet S. Aktas
An Approach to Business Workflow Software Architectures: A Case Study for Bank Account Transaction Type Prediction. ICCSA (Workshops 5) (2022)
Emrullah Gultekin, Mehmet S. Aktas
Systematic Literature Review on Data Provenance in Internet of Things. ICCSA (Workshops 4) (2022)
Ali Burak Can, Meryem Uzun-Per, Mehmet S. Aktas
A Novel Sequential Pattern Mining Algorithm for Large Scale Data Sequences. ICCSA (Workshops 1) (2022)
Nail Tasgetiren, Umit Tigrak, Erdal Bozan, Guven Gul, Emir Demirci, Hakan Saribiyik, Mehmet S. Aktas
On the distributed software architecture of a data analysis workflow: A case study. Concurr. Comput. Pract. Exp. 34 (9) (2022)
Alper Tufek, Mehmet S. Aktas
A Systematic Literature Review on Numerical Weather Prediction Models and Provenance Data. ICCSA (Workshops 4) (2022)
Tolga Büyüktanir, Mehmet S. Aktas
A Deep Learning-based Prefetching Approach to Enable Scalability for Data-intensive Applications. Big Data (2022)
Mounes Zaval, Said Orfan Haidari, Pinar Kosan, Mehmet S. Aktas
A Novel Approach to Recommendation System Business Workflows: A Case Study for Book E-Commerce Websites. ICCSA (Workshops 5) (2022)
Meryem Uzun-Per, Ali Burak Can, Ahmet Volkan Gürel, Mehmet S. Aktas
Big Data Testing Framework for Recommendation Systems in e-Science and e-Commerce Domains. IEEE BigData (2021)
Mert Oz, Caner Kaya, Erdi Olmezogullari, Mehmet S. Aktas
On the Use of Generative Deep Learning Approaches for Generating Hidden Test Scripts. Int. J. Softw. Eng. Knowl. Eng. 31 (10) (2021)
Izzettin Erdem, Ramazan Faruk Oguz, Erdi Olmezogullari, Mehmet S. Aktas
Test Script Generation Based on Hidden Markov Models Learning From User Browsing Behaviors. IEEE BigData (2021)
Mehmet S. Aktas, Gauri Joshi, Swanand Kadhe, Fatemeh Kazemi, Emina Soljanin
Service Rate Region: A New Aspect of Coded Distributed System Design. IEEE Trans. Inf. Theory 67 (12) (2021)
Meryem Uzun-Per, Ahmet Volkan Gürel, Ali Burak Can, Mehmet S. Aktas
An Approach to Recommendation Systems Using Scalable Association Mining Algorithms on Big Data Processing Platforms: A Case Study in Airline Industry. INISTA (2021)
Ulku F. Gursoy, Enes M. Yildiz, M. Ergun Okay, Mehmet S. Aktas
Customer Churn Prediction and Promotion Models in the Telecom Sector: A Case Study. IntelliSys (2) (2021)
Özer Batu Kargili, Ahmet Okan Arik, Merve Bekler, Osman Uygar Köse, Mehmet S. Aktas
A Novel Distributed Software Architecture for Managing Customer Behavior Data: A Case Study in Banking Sector. ICCSA (Workshops) (2021)
Tulin Boyar, Mert Oz, Ekin Oncu, Mehmet S. Aktas
A Novel Approach to Test Case Prioritization for Software Regression Tests. ICCSA (7) (2021)
Emre Egriboz, Mehmet S. Aktas
Price Forecasting with Deep Learning in Business to Consumer Markets. ICCSA (6) (2021)
Erdi Olmezogullari, Mehmet S. Aktas
Representation of Click-Stream DataSequences for Learning User Navigational Behavior by Using Embeddings. IEEE BigData (2020)
Mehmet S. Aktas, Gauri Joshi, Swanand Kadhe, Fatemeh Kazemi, Emina Soljanin
Service Rate Region: A New Aspect of Coded Distributed System Design. CoRR (2020)
Kirubel W. Afrassa, Genco Cosgun, Ulku F. Gursoy, Enes M. Yildiz, Mehmet S. Aktas
On the Community Discovery Methods for Complex Networks: A Case Study. FedCSIS (2020)
Yasin Uygun, Ramazan Faruk Oguz, Erdi Olmezogullari, Mehmet S. Aktas
On the Large-scale Graph Data Processing for User Interface Testing in Big Data Science Projects. IEEE BigData (2020)
Elçin Güveyi, Mehmet S. Aktas, Oya Kalipsiz
Human Factor on Software Quality: A Systematic Literature Review. ICCSA (4) (2020)
Elçin Güveyi, Mehmet S. Aktas, Oya Kalipsiz
Impact of Personal Factors on Software Quality. UYMS (2020)
Alper Tufek, Mehmet S. Aktas
On the Provenance Extraction Techniques from Large Scale Log Files: A Case Study for the Numerical Weather Prediction Models. Euro-Par Workshops (2020)
Mehmet S. Aktas, Merve Astekin
Provenance aware run-time verification of things for self-healing Internet of Things applications. Concurr. Comput. Pract. Exp. 31 (3) (2019)
Mohamed Jehad Baeth, Mehmet S. Aktas
Detecting misinformation in social networks using provenance data. Concurr. Comput. Pract. Exp. 31 (3) (2019)
Elif Cansu Yildiz, Engin Unal, Hakan Tüzün, Doruk Eren Aktas, Mehmet S. Aktas
On the RESTful Web Services for Managing Application Virtualization Environments. IEEE BigData (2019)
Ahmet Gürbüz, Mehmet S. Aktas
Prediction of Purchase Intention on the E-Commerce Clickstream Data. SIU (2019)
Ramazan Faruk Oguz, Yasin Uygun, Mehmet S. Aktas, Ishak Aykurt
On the Use of Technical Analysis Indicators for Stock Market Price Movement Direction Prediction. SIU (2019)
Mirela Riveni, Tien-Dung Nguyen, Mehmet S. Aktas, Schahram Dustdar
Application of provenance in social computing: A case study. Concurr. Comput. Pract. Exp. 31 (3) (2019)
Ilkay Melek Yazici, Erkan Karabulut, Mehmet S. Aktas
A Data Provenance Visualization Approach. SKG (2018)
Mustafa Bayraktar, Mehmet S. Aktas, Oya Kalipsiz, Orkun Susuz, Selçuk Bayraci
Credit risk analysis with classification Restricted Boltzmann Machine. SIU (2018)
Mehmet S. Aktas
Hybrid cloud computing monitoring software architecture. Concurr. Comput. Pract. Exp. 30 (21) (2018)
Mohamed Jehad Baeth, Mehmet S. Aktas
An approach to custom privacy policy violation detection problems using big social provenance data. Concurr. Comput. Pract. Exp. 30 (21) (2018)
Alper Tufek, Ahmet Gurbuz, Omer Faruk Ekuklu, Mehmet S. Aktas
Provenance Collection Platform for the Weather Research and Forecasting Model. SKG (2018)
Didem Unat, Mehmet S. Aktas
Special issue on High performance computing conference (BASARIM-2017). Concurr. Comput. Pract. Exp. 30 (21) (2018)
Mirela Riveni, Mohamed Jehad Baeth, Mehmet S. Aktas, Schahram Dustdar
Provenance in Social Computing: A Case Study. SKG (2017)
Mehmet S. Aktas, Sarah E. Anderson, Ann Johnston, Gauri Joshi, Swanand Kadhe, Gretchen L. Matthews, Carolyn Mayer, Emina Soljanin
On the Service Capacity Region of Accessing Erasure Coded Content. CoRR (2017)
Mehmet S. Aktas, Sarah E. Anderson, Ann Johnston, Gauri Joshi, Swanand Kadhe, Gretchen L. Matthews, Carolyn Mayer, Emina Soljanin
On the service capacity region of accessing erasure coded content. Allerton (2017)
Mohamed Jehad Baeth, Mehmet S. Aktas
Detecting Misinformation in Social Networks Using Provenance Data. SKG (2017)
Merve Pinar, Orhan Okumus, Umut Orçun Turgut, Oya Kalipsiz, Mehmet S. Aktas
Buyuk Veri Iceren Oneri Sistemleri Icin Hiperparametre Optimizasyonu(Hyperparameter Optimization for Recommendation Systems with Big Data). UYMS (2017)
Yunus Emre Demirbulut, Mehmet S. Aktas, Oya Kalipsiz, Selçuk Bayraci
Istatistiksel ve Makine Ogrenimi Yontemleriyle Kredi Skorlama(Credit Scoring With Statistical And Machine Learning Methods). UYMS (2017)
Mehmet S. Aktas, Mustafa Kapdan
Implementation of Analytical Hierarchy Process in Detecting Structural Code Clones. ICCSA (5) (2017)
Zafer Duzen, Mehmet S. Aktas
An approach to hybrid personalized recommender systems. INISTA (2016)
Bahadir Dundar, Merve Astekin, Mehmet S. Aktas
A Big Data Processing Framework for Self-Healing Internet of Things Applications. SKG (2016)
Mehmet S. Aktas, Mustafa Kapdan
Structural Code Clone Detection Methodology Using Software Metrics. Int. J. Softw. Eng. Knowl. Eng. 26 (2) (2016)
Koray Inçki, Mehmet S. Aktas
Improving Awareness in Ambient-Assisted Living Systems: Consolidated Data Stream Processing. HealthyIoT (2016)
Yucel Tas, Mohamed Jehad Baeth, Mehmet S. Aktas
An Approach to Standalone Provenance Systems for Big Social Provenance Data. SKG (2016)
S. Said Aydogan, Esat E. Demirel, Utku Görkem Ketenci, Mehmet S. Aktas, Ihsan Helvacioglu, Oya Kalipsiz
İlişkisel Veri Tabanı Sistemlerinde İşlem Yönetimi ve Büyük Verinin Saklanması. UYMS (2015)
Sider Hazal Kirtay, Nevzat Ekmekçi, Tugba Halici, Utku Görkem Ketenci, Mehmet S. Aktas, Oya Kalipsiz
Pazar Sepet Analizi için Örneklem Oluşturulması ve Birliktelik Kurallarının Çıkartılması. UYMS (2015)
Betül Yazici, Fethiye Yasli, Hande Yildiz Gürleyik, Umut Orçun Turgut, Mehmet S. Aktas, Oya Kalipsiz
Veri Madenciliğinde Özellik Seçim Tekniklerinin Bankacılık Verisine Uygulanması Üzerine Araştırma ve Karşılaştırmalı Uygulama. UYMS (2015)
Mehmet Sahinoglu, Koray Inçki, Mehmet S. Aktas
Mobile Application Verification: A Systematic Mapping Study. ICCSA (5) (2015)
Mohamed Jehad Baeth, Mehmet S. Aktas
On the Detection of Information Pollution and Violation of Copyrights in the Social Web. SOCA (2015)
Mustafa Kapdan, Mehmet S. Aktas, Melike Yigit
On the Structural Code Clone Detection Problem: A Survey and Software Metric Based Approach. ICCSA (5) (2014)
Peng Chen, Beth Plale, Mehmet S. Aktas
Temporal representation for mining scientific data provenance. Future Gener. Comput. Syst. 36 (2014)
Mustafa Kapdan, Mehmet S. Aktas, Melike Yigit
Yapısal Kod Klon Analizinde Metrik Tabanlı Teknikler. UYMS (2013)
Scott Jensen, Beth Plale, Mehmet S. Aktas, Yuan Luo, Peng Chen, Helen Conover
Provenance Capture and Use in a Satellite Data Processing Pipeline. IEEE Trans. Geosci. Remote. Sens. 51 (11) (2013)
Peng Chen, Beth Plale, Mehmet S. Aktas
Temporal representation for scientific data provenance. eScience (2012)
Cagatay Catal, Mehmet S. Aktas
A Composite Project Effort Estimation Approach in an Enterprise Software Development Project. SEKE (2011)
Sangyoon Oh, Mehmet S. Aktas, Geoffrey Charles Fox
Mobile Web Service Architecture Using Context-store. KSII Trans. Internet Inf. Syst. 4 (5) (2010)
Mehmet S. Aktas, Marlon E. Pierce
High-performance hybrid information service architecture. Concurr. Comput. Pract. Exp. 22 (15) (2010)
Mehmet S. Aktas, Geoffrey C. Fox, Marlon E. Pierce
A Federated Approach to Information Management in Grids. Int. J. Web Serv. Res. 7 (1) (2010)
Mehmet S. Aktas, Geoffrey C. Fox, Marlon E. Pierce
Information Federation in Grids. SKG (2008)
Mehmet S. Aktas, Geoffrey C. Fox, Marlon E. Pierce, Sangyoon Oh
XML Metadata Services. Concurr. Comput. Pract. Exp. 20 (7) (2008)
Galip Aydin, Ahmet Sayar, Harshawardhan Gadgil, Mehmet S. Aktas, Geoffrey C. Fox, Sung Hoon Ko, Hasan Bulut, Marlon E. Pierce
Building and applying geographical information system Grids. Concurr. Comput. Pract. Exp. 20 (14) (2008)
Mehmet A. Nacar, Mehmet S. Aktas, Marlon E. Pierce, Zhenyu Lu, Gordon Erlebacher, Dan Kigelman, Evan F. Bollig, Cesar R. S. da Silva, Benny Sowell, David A. Yuen
VLab: collaborative Grid services and portals to support computational material science. Concurr. Comput. Pract. Exp. 19 (12) (2007)
Mehmet S. Aktas, Geoffrey C. Fox, Marlon E. Pierce
Fault tolerant high performance Information Services for dynamic collections of Grid and Web services. Future Gener. Comput. Syst. 23 (3) (2007)
Mehmet S. Aktas, Sangyoon Oh, Geoffrey C. Fox, Marlon E. Pierce
XML Metadata Services. SKG (2006)
Geoffrey C. Fox, Mehmet S. Aktas, Galip Aydin, Hasan Bulut, Harshawardhan Gadgil, Sangyoon Oh, Shrideep Pallickara, Marlon E. Pierce, Ahmet Sayar, Gang Zhai
Grids for Real Time Data Applications. PPAM (2005)
Mehmet S. Aktas, Geoffrey C. Fox, Marlon E. Pierce
Information Services for Dynamically Assembled Semantic Grids. SKG (2005)
Geoffrey C. Fox, Mehmet S. Aktas, Galip Aydin, Andrea Donnellan, Harshawardhan Gadgil, Robert Granat, Shrideep Pallickara, Jay Parker, Marlon E. Pierce, Sangyoon Oh, John B. Rundle, Ahmet Sayar, Michael Scharber
Building Sensor Filter Grids: Information Architecture for the Data Deluge. SKG (2005)
Galip Aydin, Mehmet S. Aktas, Geoffrey C. Fox, Harshawardhan Gadgil, Marlon E. Pierce, Ahmet Sayar
SERVOGrid complexity computational environments (CCE) integrated performance analysis. GRID (2005)
Mehmet S. Aktas, Marlon E. Pierce, Geoffrey C. Fox, David B. Leake
A Web based Conversational Case-Based Recommender System for Ontology aided Metadata Discovery. GRID (2004)
Mehmet S. Aktas, Mehmet A. Nacar, Filippo Menczer
Using Hyperlink Features to Personalize Web Search. WebKDD (2004)