A. International Journal Articles

  1. Riveni M., Tien-Dung Nguyen T. N. , AKTAŞ M. S. , Dustdar S., Application of provenance in social computing: A case study, CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, cilt.31, 2019
  2. Aktaş M. S. , Astekin M., Provenance aware run-time verification of things for self-healing Internet of Things applications, CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, cilt.31, 2019
  3. Baeth M. J. , Aktaş M. S., Detecting misinformation in social networks using provenance data, CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, cilt.31, 2019
  4. Unat D., AKTAŞ M. S., Special issue on High performance computing conference (BASARIM-2017), CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, cilt.30, 2018
  5. Baeth M. J. , Aktaş M. S., An approach to custom privacy policy violation detection problems using big social provenance data, CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, cilt.30, 2018
  6. AKTAŞ M. S., Hybrid cloud computing monitoring software architecture,CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, cilt.30, 2018
  7. Bulut N., Shakeri S., Yüzük S., AKTAŞ M. S., Öznitelik Seçim Yöntemleri ve Makine Öğrenmesi Kullanarak Şirket Bilanço Verilerine Dayalı İflas Riski Tahmini, Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi, cilt.12, ss.20-29, 2019
  8. AKTAŞ M. S., Detecting Complex Events With Real Time Monitoring Infrastructure On Event-Based Systems, Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, cilt.24, 2018
  9. Yazici, I.M., Karabulut E., Aktaş M.S., On the Data Visualization Methodologies of Provenance Data in e-Science, IEEE Computer Graphics and Applications (Under Review), 2019
  10. Tüfek A., Karabulut E., Aktaş M.S., On the Provenance Extraction Techniques: A Case Study for the Numerical Weather Prediction Models, IEEE Computer Graphics and Applications (Under Review), 2019
  11. Aktaş M.S., Hybrid Cloud Computing Monitoring Software Architecture, CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, pp.1-15, 2018
  12. Baeth M.J., Aktaş M.S., An Approach to Custom Privacy Policy Violation Detection Problem Using Big Social Provenance Data, CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, pp.1-15, 2018
  13. Aktaş M.S., Astekin M., Provenance aware run-time verification of things for self-healing Internet of Things applications, CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, pp.1-15, 2019.
  14. Baeth M.J., Aktaş M.S., Detecting Misinformation in Social Networks Using Provenance Data, CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, pp.1-15, 2019
  15. Riveni M., Aktaş M.S., Dustar S., Provenance in Social Computing, CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, pp.1-15, 2019.
  16. Varank İ., Adıgüzel T., Erkoç M.F., Büyükimdat M.K., Aktaş M.S., Cömert Z., et al.,Effectiveness of an Online Automated Evaluation and Feedback System in an Introductory Computer Literacy Course, EURASIA J. Math, Sci & Tech Ed, vol.10, pp.395-404, 2014.
  17. Chen P., Plale B., Aktaş M.S., Temporal representation for mining scientific data provenance, FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING-THEORY METHODS AND APPLICATIONS, vol.36, pp.363-378, 2014.
  18. Jensen S., Plale B., Aktaş M.S., Luo Y., Chen P., Conover H., Provenance Capture and Use in a Satellite Data Processing Pipeline, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, vol.51, pp.5090-5097, 2013.

B. International Conference Proceedings

  1. Ölmezoğulları E., AKTAŞ M. S., Representation of Click-Stream DataSequences for Learning User Navigational Behavior by Using Embeddings, IEEE Big Data, User Understanding from BigData Workshop, 12 Aralık 2020
  2. Uygun Y., Oğuz R., Ölmezoğulları E., AKTAŞ M. S., On the Large-scale Graph Data Processing for User Interface Testing in Big Data Science Projects, 6th International Workshop to Improve Big Data Science Project Team Processes, 11 Aralık 2020
  3. Büyüktanır T., Keçici May H., Şebboy C., Yalçın D., Aktaş M. S., Design and Verification of Cargo Management Processes Using Microservice-Based Software Architecture: A Case Study,Proceedings of the International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2020), Antalya, Türkiye, 24 Mayıs - 26 Ekim 2020, ss.1-6
  4. Tekin Ç., Yüksek H., Aktaş M. S. , Arslan B., Şahin Y., Opinion Mining on Usability Testing Data, 28. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Gaziantep, Türkiye, 5 - 07 Ekim 2020, ss.1-4
  5. Aktaş M. S. , Aktaş D. E., Real-time Pattern Detection Methodology for Monitoring Student Behaviour on E-Learning Platform in the Field of Financial Sciences: Case Study, 28. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Gaziantep, Türkiye, 5 - 07 Ekim 2020, ss.1-4
  6. Erboy M., AKTAŞ M. S. , Tüzün H., Ünal E., Real-time Detection of Anomalies on Performance Data of Container Virtualization Platforms, 2020 5th International Conference on Computer Science and Engineering (UBMK), 09 Eylül 2020
  7. Afrassa K., Coşgun G., Gursoy U., Yıldız E., AKTAŞ M. S., On the Community Discovery Methods for Complex Networks: A Case Study, Federated Conference on Computer Science and Information Systems (FedCSIS) 2020, Sofija, Bulgaristan, 6 - 09 Eylül 2020
  8. Cansız S., Sudan B., Öğretici E., AKTAŞ M. S., Learning from Student Browsing Data on E-Learning Platforms: Case Study, Federated Conference on Computer Science and Information Systems 2020, Sofija, Bulgaristan, 06 Eylül 2020
  9. Tüfek A., AKTAŞ M. S., On the Provenance Extraction Techniques from Large Scale Log Files: A Case Study for the Numerical Weather Prediction Models, ParaMo (International Workshop on Parallel Programming) 2020, 24 Ağustos 2020
  10. Bozan E., Gul G., Tigrak U., Demirci E., Saribiyik H., Aktaş M. S., Software Architecture of a System Designed for Churn Analysis and Customer Retention in Banking Industry, The 20th International Conference on Computational Science and Applications (ICCSA 2020), Cagliari, İtalya, 1 - 04 Temmuz 2020, ss.1-6
  11. Sudan B., Cansız S., Öğretici E., AKTAŞ M. S., Prediction of Success and Complex Event Processing on E Learning Platform, 2nd International Conference on Electrical, Communication and Computer Engineering, 12 - 13 Haziran 2020
  12. Akpınar P., Aktaş M. S. , Keleş A. B. , Balaman Y., Özdemir Güler Z., Kalıpsız O., Web Application Testing With Model Based Testing Method: Case Study, 2nd International Conference on Electrical, Communication and Computer Engineering, Gaziantep, Türkiye, 12 - 13 Haziran 2020, ss.1-6
  13. Sudan B., Cansız S., Öğretici E., Aktaş M. S., Prediction of Success and Complex Event Processing on E Learning Platforms, 2nd International Conference on Electrical, Communication and Computer Engineering, İstanbul, Türkiye, 12 Haziran 2020, ss.1-6
  14. Yıldız E. C. , Aktaş D. E. , Ünal E., Tüzün H., Aktaş M. S., Management of Virtualization Technologies with Complex Event Processing, 2nd International Conference on Electrical, Communication and Computer Engineering, İstanbul, Türkiye, 12 - 13 Haziran 2020, ss.1-6
  15. Yıldız E. C. , Ünal E., Tüzün H., Aktaş D. E. , AKTAŞ M. S., On the RESTful Web Services for Managing Application Virtualization Environments, IEEE Big Data SCDM 2019, 20 - 24 Kasım 2019
  16. Kapdan F., Aktaş M. G. , AKTAŞ M. S.,Financial Risk Prediction Based on Case Based Reasoning Methodology, Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı, 31 Ekim - 02 Kasım 2019
  17. Dhaouadi J., AKTAŞ M. S. , KALIPSIZ O. , Balçık E., On the Use of Hyperparameter Optimization in Big Data Processing Pipelines: A Case Study, Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı, 31 Ekim - 02 Kasım 2019
  18. ÇELİK O., HASANBAŞOĞLU M., AKTAŞ M. S. , KALIPSIZ O. , KANLI A., TURGUT U., Implementation of Data Preprocessing Techniques on Big Data Platforms, International Conference on Computer Science and Engineering (UBMK 2019), 11 - 15 Eylül 2019
  19. Kesgin T., Shakeri S., Bulut N., Yüzük S., AKTAŞ M. S., Bankrupcy Risk Forecast Based on Company Balance Sheet Data Using Machine Learning, 4. Uluslararası Bilgisayar Bilimleri ve Mühendisliği Konferansı (UBMK 2019), 11 - 15 Eylül 2019
  20. SESVER D., TUNA S., AKTAŞ M. S. , KALIPSIZ O. , KANLI A., TURGUT U., Implementation of Association Rule Mining Algorithms on Distributed Data Processing Platforms, International Conference on Computer Science and Engineering (UBMK) 2018, 11 - 15 Eylül 2019
  21. Erboy M. O. , Bulut N., Shakeri S., Yüzük S., AKTAŞ M. S., Company Sales Prediction and Stock Exchange Inverstor Profit Prediction based on Company Balance Sheet Data, 4. Uluslararası Bilgisayar Bilimleri ve Mühendisliği Konferansı (UBMK 2019), 11 - 15 Eylül 2019
  22. Mangliyeva M., Tanrıverdi B., AKTAŞ M. S. , KALIPSIZ O., Balçık E., Implementation of Hyperparameter Algorithms on Big Data Platforms: A Case Study, 4. Uluslararası Bilgisayar Bilimleri ve Mühendisliği Konferansı (UBMK 2019), 11 - 15 Eylül 2019
  23. Çelik O., Hasanbaşoğlu M., Kalıpsız O., Aktaş M. S. , Kanlı A. N., Implementation of Data Preprocessing Techniques on Big Data Platforms, Uluslararası Bilgisayar Bilimleri ve Mühendisliği Konferansı (UBMK 2019), Samsun, Türkiye, 11 - 15 Eylül 2019, ss.1-6
  24. Sesver D., Tuna S., Aktaş M. S. , Kalıpsız O., Turgut U. O. , Kanlı A. N., Implementation of Association Rule Mining Algorithms on Distributed Data Processing Platforms, Uluslararası Bilgisayar Bilimleri ve Mühendisliği Konferansı (UBMK 2019), Samsun, Türkiye, 11 - 15 Eylül 2019, ss.1-6
  25. Oğuz R. F. , Uygun Y., AKTAŞ M. S. , Aykurt İ., On the Use of Technical Analysis Indicators for Stock Market Price Movement Direction Prediction, 27th Signal Processing and Communications Applications Conference, 24 - 26 Nisan 2019
  26. Gürbüz A., AKTAŞ M. S., Prediction of Purchase Intention on the E-Commerce Clickstream Data, 27th Signal Processing and Communications Applications Conference, 24 - 26 Nisan 2019
  27. YÜZÜK S., Aktaş M., AKTAŞ M. S., On the Performance Analysis of Map-Reduce Programming Model on In-Memory NoSQL Storage Platforms: A Case Study, International Congress on Big Data, Deep Learning, 3 - 04 Aralık 2018
  28. UYGUN Y., ERBOY M. O. , AKTAŞ M. S. , KALIPSIZ O. , AYKURT İ., Technical Analysis on Financial Time Series Data based on Map-Reduce Programming Model: A Case Study, International Congress on Big Data, Deep Learning, 3 - 04 Aralık 2018
  29. AKTAŞ M. S. , ARPACI A., Investigation of Different Approaches for Recommendation System, ELECO 2018, Elektrik-Elektronik ve Biyomedikal Mühendisliği Konferansı, 30 Kasım 2018
  30. Büyüktanır T., Tüzün H., AKTAŞ M. S., Provisioning System for Application Virtualization Environments, International Conference on Computer Science and Engineering (UBMK) 2018, 20 - 23 Eylül 2018
  31. Dhaouadi J., AKTAŞ M. S., On the Data Stream Processing Frameworks: A Case Study, International Conference on Computer Science and Engineering (UBMK) 2018, 20 - 23 Eylül 2018
  32. ÇATALKAYA M. B. , AKTAŞ M. S. , KALIPSIZ O. , UMUT T., Feature Selection Methods on Distributed Big Data Processing Platforms, International Conference on Computer Science and Engineering (UBMK) 2018, 20 - 23 Eylül 2018
  33. Yazıcı İ. M. , Karabulut E., AKTAŞ M. S., A Data Provenance Visualization Approach, The 14th International Conference on Semantics, Knowledge and Grids, 12 - 14 Eylül 2018
  34. Tüfek A., Gürbüz A., Ekuklu Ö. F. , AKTAŞ M. S., Provenance Collection Platform for the Weather Research and Forecasting Model, The 14th International Conference on Semantics, Knowledge and Grids, 12 - 14 Eylül 2018
  35. YILDIZ E. C. , AKTAŞ M. S. , KALIPSIZ O. , KANLI A., TURGUT U., Data Mining Library for Big Data Processing Platforms: A Case Study – Sparkling Water Platform, International Conference on Computer Science and Engineering (UBMK) 2018, 20 Eylül - 23 Ağustos 2018
  36. BAYRAKTAR M., AKTAŞ M. S. , KALIPSIZ O. , SUSUZ O., BAYRACI S., Credit risk analysis with classification Restricted Boltzmann Machine, 26th Signal Processing and Communications Applications Conference (SIU-2018), 2 - 05 Mayıs 2018
  37. Ayşe Buharali Olcaysoy, Göksel Biricik, Ziya Cihan Taysi, Oya Kalipsiz, A Study on Forecasting the Success of Software Projects,, Volume 303: New Trends in Intelligent Software Methodologies, Tools and Techniques, 678 – 687, Frontiers in Artificial Intelligence and Applications, DOI 10.3233/978-1-61499-900-3-678, SoMeT, 2018
  38. Sesver D., Tuna S. , Aktas M.S., Kalipsiz O., Kanli A.N., Turgut U.O., "Implementation of Association Rule Mining Algorithms on Distributed Data Processing Platforms", International Conference on Computer Science and Engineering (UBMK), 2018, Saraybosna, BOSNA HERSEK, 20-23 Eylül 2018, pp.1-8
  39. Çelik O., Hasanbasoglu M., Aktas M.S., Kalipsiz O., Kanli A.N., Turgut U.O., "Implementation of Data Preprocessing Techniques on Big Data Platforms", International Conference on Computer Science and Engineering (UBMK), 2018, Saraybosna, BOSNA HERSEK, 20-23 Eylül 2018, pp.1-8
  40. Yazici I.M., Karabulut E., Aktas M.S., "A Data Provenance Visualization Approach", The 14th International Conference on Semantics, Knowledge and Grids, Guangzhou, ÇIN HALK CUM., 12-14 Eylül 2018, pp.1-8
  41. Aktas M.S., Arpaci A., "Investigation of Different Approaches for Recommendation System", ELECO 2018, Elektrik-Elektronik ve Biyomedikal Mühendisligi Konferansi, BURSA, TÜRKIYE, 30-30 Kasim 2018, pp.1-5
  42. Yildiz E.C., Aktas M.S., Kalipsiz O., Kanli A.N., Turgut U.O., "Data Mining Library for Big Data Processing Platforms: A Case Study – Sparkling Water Platform", International Conference on Computer Science and Engineering (UBMK), 2018, Saraybosna, BOSNA HERSEK, 20-23 Eylül 2018, pp.1-8
  43. Büyüktanir T., Tüzün H., Aktas M.S., "Provisioning System for Application Virtualization Environments", International Conference on Computer Science and Engineering (UBMK), 2018, Saraybosna, BOSNA HERSEK, 20-23 Eylül 2018, pp.1-8
  44. Tüfek A. , Gürbüz A., Ekuklu Ö.F., Aktas M.S., "Provenance Collection Platform for the Weather Research and Forecasting Model", The 14th International Conference on Semantics, Knowledge and Grids, Guangzhou, ÇIN HALK CUM., 12-14 Eylül 2018, pp.1-8
  45. Yüzük S., Aktas M.G., Aktas M.S., "On the Performance Analysis of Map-Reduce Programming Model on In-Memory NoSQL Storage Platforms: A Case Study", International Congress on Big Data, Deep Learning, ANKARA, TÜRKIYE, 3-4 Aralik 2018, pp.1-5
  46. Çatalkaya M.B., Aktas M.S., Kalipsiz O., Turgut U.O., "Feature Selection Methods on Distributed Big Data Processing Platforms", International Conference on Computer Science and Engineering (UBMK), 2018, Saraybosna, BOSNA HERSEK, 20-23 Eylül 2018, pp.1-8
  47. Dhaouadi J., Aktas M.S., "On the Data Stream Processing Frameworks: A Case Study", International Conference on Computer Science and Engineering (UBMK), 2018, Saraybosna, BOSNA HERSEK, 20-23 Eylül 2018, pp.1-6
  48. . Bayraktar M., Aktas M.S., Kalipsiz O., Susuz O., Bayraci S., "Credit risk analysis with classification Restricted Boltzmann Machine", 26th Signal Processing and Communications Applications Conference (SIU-2018) , IZMIR, TÜRKIYE, 2-5 Mayis 2018, pp.1-4
  49. Uygun Y., Erboy M.O., Aktas M.S., Kalipsiz O., Aykurt I., "Technical Analysis on Financial Time Series Data based on Map-Reduce Programming Model: A Case Study", International Congress on Big Data, Deep Learning, ANKARA, TÜRKIYE, 3-4 Aralik 2018, pp.1-5
  50. Derviş Kanbur, Aktaş M.S., "Implicit feature detection by ontology aided feature-based opinion summarization", International Conference on Computer Science and Engineering, UBMK’17, ANTALYA, TÜRKIYE, 5-8 Ekim 2017
  51. Gündüz A.B., Aktaş M.S., "Tor Servis Protokolü Davranış Analizi Üzerindeki Çalışmaların Haritası", 2nd International Conference on Computer Science and Engineering UBMK’17, ANTALYA, TÜRKIYE, 5-8 Ekim 2017
  52. Yazıcı İ.M., Aktaş M.S., "A Novel Approach to User Involved Big Data Provenance Visualization", International Databases, Knowledge, and Data Applications Conference, BARCELONA, ISPANYA, 21-27 Mayıs 2017
  53. Baeth M.J., Aktaş M.S., "Misinformation Detection in Social Networks Using Provenance Data", Semantics, Knowledge and Grids on Big Data in 2017, PEKİN, ÇIN HALK CUM., 14-15 Ağustos 2017
  54. Riveni M., Baeth M.J., Aktaş M.S., Dustdar S. , "Provenance in Social Computing:
    A Case Study", Semantics, Knowledge and Grids on Big Data in 2017, PEKİN, ÇIN HALK CUM., 14-15 Ağustos 2017
  55. Baeth M.J., Aktaş M.S., "A Large Scale Synthetic Social Provenance Database", International Databases, Knowledge, and Data Applications Conference, BARCELONA, ISPANYA, 21-27 Mayıs 2017
  56. Aktaş M.S., "Ontology Based Aspect Oriented Opinion Summary Methodology", The Fifth International Conference on Building and Exploring Web Based Environments, WEB 2017, Barcelone, Spain, 2017
  57. İnçki K., Aktaş M.S., "Improving Awareness in Ambient Assisted Living Systems Consolidated Data Stream Processing", The 3rd EAI International Conference on IoT Technologies for HealthCare, 2016
  58. Düzen Z., Aktaş M.S., "An Approach To Hybrid Personalized Recommender Systems", International Symposium on INnovations in Intelligent SysTems and Applications, Inista-2016, 2016
  59. Aydin O., Aktaş M.S., "Usage of Time Series Based Databases in Open Source Cloud Computing Systems Openstack Experiment", International Conference on Computer Science and Engineering (UBMK 2016), 2016
  60. Yüzbaşioğlu N., Aktaş M.S., "Ontology Aided Knowledge Mapping Workflow Execution Environment for Semantic Information Extraction", 6th WORLD CONFERENCE on INNOVATION and COMPUTER SCIENCES INSODE-2016, 2016
  61. Astekin Merve, Aktaş M.S., "A Big Data Processing Framework for Self Healing Internet of Things Applications", The International Conference on Semantics, Knowledge and Grids on Big Data, 2016
  62. Taş Y., Baeth J., Aktaş M.S., "An Approach to Standalone Provenance Systems for Big Social Provenance Data", The International Conference on Semantics, Knowledge and Grids on Big Data, 2016
  63. Dündar B., Aktaş M.S., "Provenance Aware Self Healing System For Heterogeneous Computing Environment", The 11th International Conference on Internet and Web Applications and Services (ICIW-16), Valencia, ISPANYA
  64. Güngören M., Aktaş M.S., "A Novel Reduced Representation Methodology for Provenance Data", The 8th International Conference on Advances in Databases Knowledge and Data Applications (DBKDA -16), Lisbon, PORTEKIZ, 2016
  65. Aktaş M.S., "On the Detection of Information Pollution and Violation of Copyrights in the Social Web", The 8th IEEE International Conference on Service Oriented Computing & Applications (SOCA-15), 2015

C. International Scientific Book Chapters

  1. Aktaş M.S., Plale B., Leake D., Mukhi N., "Unmanaged Workflows: Their Provenance and Use", in: Data Provenance and Data Management in eScience, Qing Liu, Eds., Springer-Verlag, Berlin Heidelberg, pp.59-81, 2013

D. National Conference Proceedings

  1. Aktaş M.S., "An Approach to Copyright Violation Detection Problem Using Big Social Provenance Data", 5. Ulusal Yüksek Başarımlı Hesaplama Konferansı, YTÜ, Istanbul, 2017
  2. Okumuş O., Turgut U., Kalipsiz O., Aktaş M.S., "Hyperparameter Optimization for Recommendation Systems with Big Data", Turkish National Software Engineering Symposium, YTU, Istanbul, 2017
  3. Demirbulut Y., Aktaş M.S., Kalipsiz O., Bayraci S., "Credit Scoring With Statistical And Machine Learning Methods", Turkish National Software Engineering Symposium – UYMS, İzmir, 2017
  4. Aktaş M.S., Nural T., "Bulut Bilişim Sistemleri Üzerinde Kullanım Verilerine Dayalı Öneri Sistemi", 1. Ulusal Bulut Bilişim ve Büyük Veri Sempozyumu, Antalya, Türkiye,  2017
  5. Tepe O., Aktaş M.S., "Kendin-kur Bulut Bilisim Sitemleri Uzerinde Guvenlik Ataklarının Karmasık Olay Isleme Teknigine Dayalı Tespiti", 5. Ulusal Yüksek Başarımlı Hesaplama Konferansı, İSTANBUL, TÜRKIYE, 14-15 Eylül 2017, pp.1-10
  6. Pınar M., Aktaş M.S., Kalipsiz O., "Büyük Veri İçeren Öneri Sistemleri İçin Hiperparametre Optimizasyonu", UYMS 17, İSTANBUL, TÜRKIYE, 18-20 Ekim 2017, ss.1-15
  7. Bayraktar M., Aktaş M.S., "Kendin-Kur Bulut Bilişim Platformlarına Yönelik Karmaşık Olay İşlemeye Dayalı İzleme ve Hata Tespiti Sistemi", BAŞARIM 2017, İSTANBUL, TÜRKIYE, 14-15 Eylül 2017, ss.1-15
  8. Demirbulut Y.E., Aktaş M.S., Kalipsiz O., "İstatistiksel ve Makine Öğrenimi Yöntemleriyle Kredi Skorlama", UYMS 17, ANTALYA, TÜRKIYE, 18-20 Ekim 2017, ss.1-15
  9. Temel Ş., Aktaş M.S., Kalipsiz O., "Bankacılık Uygulamalarının İnsan Bilgisayar Etkileşimi Standartları Kullanılarak İyileştirilmesi", 10. Ulusal Yazılım Mühendisliği Sempozyumu, 2015
  10. Tatar S., Aktaş M.S., Kalipsiz O., "Bankacilik Uygulamalarinin Insan Bilgisayar Etkilesimi Standartlari Kullanilarak Iyilestirilmesi ", UYMS-16, İZMİR, TÜRKIYE, 24-26 Ekim 2016, ss.400-407
  11. Ekmekçi N., Aktaş M.S., Kalipsiz O., "Cok Yanitli Dogrusal Regresyon Algoritmasiyla Lojistik Regresyon ve Birliktelik Kurali Sonuclarinin Birlestirilmesi ", UYMS-16, İZMİR, TÜRKIYE, 24-26 Ekim 2016, ss.611-622
  12. Kasap Ö.Y., Kalipsiz O., Aktaş M.S., "Çok Yanıtlı Doğrusal Regresyon Algoritmasıyla Lojistik Regresyon ve Birliktelik Kuralı Sonuçlarının Birleştirilmesi", 10. Ulusal Yazılım Mühendisliği Sempozyumu, 2015
  13. Yazici B., Yasli F., Gürleyik H.Y., Turgut U.O., Aktaş M.S., Kalipsiz O., "Veri Madenciliğinde Özellik Seçim Tekniklerinin Bankacılık Verisine Uygulanması Üzerine Araştırma ve Karşılaştırmalı Uygulama", 9. Ulusal Yazılım Mühendisliği Sempozyumu (UYMS-15), TÜRKIYE, 2015
  14. Temel Ş., Turgut U.O., Bağcı V., Aktaş M.S., Kalipsiz O., "Kullanıcı Arayüzü Tasarımlarının Üst Düzey Programlama Dillerine Dönüştürülmesine Bir Yaklaşım", UYMS-15, Girne, KUZEY KIBRIS TÜRK CUM., 20-25 Ekim 2015, ss.1-10
  15. Kirtay S.H., Halici T., Ketenci U.G., Aktaş M.S., Kalipsiz O., "Pazar Sepet Analizi için Örneklem Oluşturulması ve Birliktelik Kurallarının Çıkartılması", 9. Ulusal Yazılım Mühendisliği Sempozyumu (UYMS-15), TÜRKIYE, 2015
  16. Aydoğan S., Demirel E., Ketenci U., Aktaş M.S., Helvacioğlu İ., Kalipsiz O., "İlişkisel Veri Tabanı Sistemlerinde İşlem Yönetimi ve Büyük Verinin Saklanması", 9. Ulusal Yazılım Mühendisliği Sempozyumu (UYMS-15), TÜRKIYE, 2015

E. National Journal Articles

  1. Aktaş M.S., "Detecting Complex Events With Real Time Monitoring Infrastructure On Event-Based Systems", Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, 2019
  2. Aktaş M.S., "A software architecture for monitoring big data storage platforms", Pamukkale Üniversitesi Egitim Fakültesi Dergisi, cilt.23, ss.597-601, 2017