Muhammed Maruf Öztürk

According to our database, Muhammed Maruf Öztürk authored at least 25 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Tuning parameters of Apache Spark with Gauss-Pareto-based multi-objective optimization.

Muhammed Maruf Öztürk

Knowl. Inf. Syst., February, 2024

A cosine similarity-based labeling technique for vulnerability type detection using source codes.

Muhammed Maruf Öztürk

Comput. Secur., 2024

A Decade of Progress: A Systematic Literature Review on the Integration of AI in Software Engineering Phases and Activities (2013-2023).

Usman Khan Durrani, Mustafa Akpinar, Muhammed Fatih Adak, Abdullah Talha Kabakus, Muhammed Maruf Öztürk, Mohammed Saleh

IEEE Access, 2024

2023

Hyperparameter Optimization of a Parallelized LSTM for Time Series Prediction.

Muhammed Maruf Öztürk

Vietnam. J. Comput. Sci., August, 2023

Initializing hyper-parameter tuning with a metaheuristic-ensemble method: a case study using time-series weather data.

Muhammed Maruf Öztürk

Evol. Intell., June, 2023

2022

Developing a hyperparameter optimization method for classification of code snippets and questions of stack overflow: HyperSCC.

Muhammed Maruf Öztürk

EAI Endorsed Trans. Scalable Inf. Syst., 2022

A tuned feed-forward deep neural network algorithm for effort estimation.

Muhammed Maruf Öztürk

J. Exp. Theor. Artif. Intell., 2022

Head pose healthiness prediction using a novel image quality based stacked autoencoder.

Valentina Nejkovic, Muhammed Maruf Öztürk, Nenad Petrovic

Digit. Signal Process., 2022

2021

To what extent is tuned neural network pruning beneficial in software effort estimation?

Muhammed Maruf Öztürk

Comput. Sci. J. Moldova, 2021

complexFuzzy: A novel clustering method for selecting training instances of cross-project defect prediction.

Muhammed Maruf Öztürk

Comput. Sci., 2021

2020

Optimizing echo state network through a novel fisher maximization based stochastic gradient descent.

Muhammed Maruf Öztürk, Ibrahim Arda Çankaya, Deniz Ipekçi

Neurocomputing, 2020

On tuning deep learning models: a data mining perspective.

Muhammed Maruf Öztürk

CoRR, 2020

2019

The impact of parameter optimization of ensemble learning on defect prediction.

Muhammed Maruf Öztürk

Comput. Sci. J. Moldova, 2019

Is Complexity-based Clustering of Process Metrics as Effective as in Static Code Metrics.

Muhammed Maruf Öztürk

Balt. J. Mod. Comput., 2019

2018

A bat-inspired algorithm for prioritizing test cases.

Muhammed Maruf Öztürk

Vietnam. J. Comput. Sci., 2018

Verification of the effectiveness of fuzzy rule-based fault prediction: A replication study.

Vardis-Dimitris Anezakis, Muhammed Maruf Öztürk

Proceedings of the 2018 Innovations in Intelligent Systems and Applications, 2018

2017

Which type of metrics are useful to deal with class imbalance in software defect prediction?

Muhammed Maruf Öztürk

Inf. Softw. Technol., 2017

Adapting code maintainability to bat-inspired test case prioritization.

Muhammed Maruf Öztürk

Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017

2016

Tekrar eden veri analizini kullanarak yazılım geliştirme için iyileştirilmiş hata tahmini (A new improved defect prediction framework for software development using repeated data analysis)

Muhammed Maruf Öztürk

PhD thesis, 2016

Improved GUI Testing using Task Parallel Library.

Muhammed Maruf Öztürk, Ahmet Zengin

ACM SIGSOFT Softw. Eng. Notes, 2016

How repeated data points affect bug prediction performance: A case study.

Muhammed Maruf Öztürk, Ahmet Zengin

Appl. Soft Comput., 2016

HSDD: A hybrid sampling strategy for class imbalance in defect prediction data sets.

Muhammed Maruf Öztürk, Ahmet Zengin

Proceedings of the Eleventh International Conference on Digital Information Management, 2016

2015

Development of a Multi-Agent Framework for Software Quality.

Muhammed Maruf Öztürk, Ibrahim Cil, Ahmet Zengin

ACM SIGSOFT Softw. Eng. Notes, 2015

A novel defect prediction method for web pages using k-means++.

Muhammed Maruf Öztürk, Ünal Çavusoglu, Ahmet Zengin

Expert Syst. Appl., 2015

2012

Formal verification and validation with DEVS-Suite: OSPF Case study.

Ahmet Zengin, Muhammed Maruf Öztürk

Simul. Model. Pract. Theory, 2012