Muhammed Maruf Öztürk

28 papers C 2Journal 23Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
A Decade of Progress: A Systematic Literature Review on the Integration of AI in Software Engineering Phases and Activities (2013-2023).
IEEE Access
Usman Khan Durrani, Mustafa Akpinar, Muhammed Fatih Adak, Abdullah Talha Kabakus, Muhammed Maruf Öztürk, Mohammed Saleh
2024 J jnl
A cosine similarity-based labeling technique for vulnerability type detection using source codes.
Comput. Secur.
Muhammed Maruf Öztürk
2024 J jnl
MFRLMO: Model-free reinforcement learning for multi-objective optimization of apache spark.
EAI Endorsed Trans. Scalable Inf. Syst.
Muhammed Maruf Öztürk
2024 J jnl
Tuning parameters of Apache Spark with Gauss-Pareto-based multi-objective optimization.
Knowl. Inf. Syst.
Muhammed Maruf Öztürk
2023 J jnl
Hyperparameter Optimization of a Parallelized LSTM for Time Series Prediction.
Vietnam. J. Comput. Sci.
Muhammed Maruf Öztürk
2023 J jnl
Initializing hyper-parameter tuning with a metaheuristic-ensemble method: a case study using time-series weather data.
Evol. Intell.
Muhammed Maruf Öztürk
2022 J jnl
A tuned feed-forward deep neural network algorithm for effort estimation.
J. Exp. Theor. Artif. Intell.
Muhammed Maruf Öztürk
2022 J jnl
Developing a hyperparameter optimization method for classification of code snippets and questions of stack overflow: HyperSCC.
EAI Endorsed Trans. Scalable Inf. Syst.
Muhammed Maruf Öztürk
2022 J jnl
Head pose healthiness prediction using a novel image quality based stacked autoencoder.
Digit. Signal Process.
Valentina Nejkovic, Muhammed Maruf Öztürk, Nenad Petrovic
2021 J jnl
To what extent is tuned neural network pruning beneficial in software effort estimation?
Comput. Sci. J. Moldova
Muhammed Maruf Öztürk
2021 J jnl
complexFuzzy: A novel clustering method for selecting training instances of cross-project defect prediction.
Comput. Sci.
Muhammed Maruf Öztürk
2020 J jnl
On tuning deep learning models: a data mining perspective.
CoRR
Muhammed Maruf Öztürk
2020 J jnl
Optimizing echo state network through a novel fisher maximization based stochastic gradient descent.
Neurocomputing
Muhammed Maruf Öztürk, Ibrahim Arda Çankaya, Deniz Ipekçi
2019 J jnl
Is Complexity-based Clustering of Process Metrics as Effective as in Static Code Metrics.
Balt. J. Mod. Comput.
Muhammed Maruf Öztürk
2019 J jnl
The impact of parameter optimization of ensemble learning on defect prediction.
Comput. Sci. J. Moldova
Muhammed Maruf Öztürk
2018 J jnl
A bat-inspired algorithm for prioritizing test cases.
Vietnam. J. Comput. Sci.
Muhammed Maruf Öztürk
2018 C conf
Verification of the effectiveness of fuzzy rule-based fault prediction: A replication study.
INISTA
Vardis-Dimitris Anezakis, Muhammed Maruf Öztürk
2017 C conf
Adapting code maintainability to bat-inspired test case prioritization.
INISTA
Muhammed Maruf Öztürk
2017 J jnl
Which type of metrics are useful to deal with class imbalance in software defect prediction?
Inf. Softw. Technol.
Muhammed Maruf Öztürk
2016 — conf
HSDD: A hybrid sampling strategy for class imbalance in defect prediction data sets.
ICDIM
Muhammed Maruf Öztürk, Ahmet Zengin
2016 — conf
HSDD: a hybrid sampling strategy for class imbalance in defect prediction data sets.
FGCT
Muhammed Maruf Öztürk, Ahmet Zengin
2016 J jnl
How repeated data points affect bug prediction performance: A case study.
Appl. Soft Comput.
Muhammed Maruf Öztürk, Ahmet Zengin
2016 J jnl
Improved GUI Testing using Task Parallel Library.
ACM SIGSOFT Softw. Eng. Notes
Muhammed Maruf Öztürk, Ahmet Zengin
2016 J jnl
Improved GUI Testing using Task Parallel Library.
ACM SIGSOFT Softw. Eng. Notes
Muhammed Maruf Öztürk, Ahmet Zengin
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
2015 J jnl
A novel defect prediction method for web pages using k-means++.
Expert Syst. Appl.
Muhammed Maruf Öztürk, Ünal Çavusoglu, Ahmet Zengin
2015 J jnl
Development of a Multi-Agent Framework for Software Quality.
ACM SIGSOFT Softw. Eng. Notes
Muhammed Maruf Öztürk, Ibrahim Cil, Ahmet Zengin
2012 J jnl
Formal verification and validation with DEVS-Suite: OSPF Case study.
Simul. Model. Pract. Theory
Ahmet Zengin, Muhammed Maruf Öztürk