Muhammed Maruf Öztürk

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 21

Top Topics

Parameter Optimization

Defect Prediction

Class Imbalance

Top Venues

ACM SIGSOFT Softw. Eng. Notes

Vietnam. J. Comput. Sci.

Comput. Sci. J. Moldova

Publications

Muhammed Maruf Öztürk
A cosine similarity-based labeling technique for vulnerability type detection using source codes. Comput. Secur. 146 (2024)
Muhammed Maruf Öztürk
Initializing hyper-parameter tuning with a metaheuristic-ensemble method: a case study using time-series weather data. Evol. Intell. 16 (3) (2023)
Muhammed Maruf Öztürk
Hyperparameter Optimization of a Parallelized LSTM for Time Series Prediction. Vietnam. J. Comput. Sci. 10 (3) (2023)
Muhammed Maruf Öztürk
A tuned feed-forward deep neural network algorithm for effort estimation. J. Exp. Theor. Artif. Intell. 34 (2) (2022)
Muhammed Maruf Öztürk
Developing a hyperparameter optimization method for classification of code snippets and questions of stack overflow: HyperSCC. EAI Endorsed Trans. Scalable Inf. Syst. 10 (1) (2022)
Valentina Nejkovic, Muhammed Maruf Öztürk, Nenad Petrovic
Head pose healthiness prediction using a novel image quality based stacked autoencoder. Digit. Signal Process. 130 (2022)
Muhammed Maruf Öztürk
complexFuzzy: A novel clustering method for selecting training instances of cross-project defect prediction. Comput. Sci. 22 (1) (2021)
Muhammed Maruf Öztürk
To what extent is tuned neural network pruning beneficial in software effort estimation? Comput. Sci. J. Moldova 29 (3) (2021)
Muhammed Maruf Öztürk, Ibrahim Arda Çankaya, Deniz Ipekçi
Optimizing echo state network through a novel fisher maximization based stochastic gradient descent. Neurocomputing 415 (2020)
Muhammed Maruf Öztürk
On tuning deep learning models: a data mining perspective. CoRR (2020)
Muhammed Maruf Öztürk
Is Complexity-based Clustering of Process Metrics as Effective as in Static Code Metrics. Balt. J. Mod. Comput. 7 (1) (2019)
Muhammed Maruf Öztürk
The impact of parameter optimization of ensemble learning on defect prediction. Comput. Sci. J. Moldova 27 (1) (2019)
Vardis-Dimitris Anezakis, Muhammed Maruf Öztürk
Verification of the effectiveness of fuzzy rule-based fault prediction: A replication study. INISTA (2018)
Muhammed Maruf Öztürk
A bat-inspired algorithm for prioritizing test cases. Vietnam. J. Comput. Sci. 5 (1) (2018)
Muhammed Maruf Öztürk
Which type of metrics are useful to deal with class imbalance in software defect prediction? Inf. Softw. Technol. 92 (2017)
Muhammed Maruf Öztürk
Adapting code maintainability to bat-inspired test case prioritization. INISTA (2017)
Muhammed Maruf Öztürk, Ahmet Zengin
HSDD: a hybrid sampling strategy for class imbalance in defect prediction data sets. FGCT (2016)
Muhammed Maruf Öztürk, Ahmet Zengin
Improved GUI Testing using Task Parallel Library. ACM SIGSOFT Softw. Eng. Notes 41 (1) (2016)
Muhammed Maruf Öztürk, Ahmet Zengin
HSDD: A hybrid sampling strategy for class imbalance in defect prediction data sets. ICDIM (2016)
Muhammed Maruf Öztürk, Ahmet Zengin
How repeated data points affect bug prediction performance: A case study. Appl. Soft Comput. 49 (2016)
Muhammed Maruf Öztürk, Ahmet Zengin
Improved GUI Testing using Task Parallel Library. ACM SIGSOFT Softw. Eng. Notes 41 (2) (2016)
Muhammed Maruf Öztürk, Ibrahim Cil, Ahmet Zengin
Development of a Multi-Agent Framework for Software Quality. ACM SIGSOFT Softw. Eng. Notes 40 (1) (2015)
Muhammed Maruf Öztürk, Ünal Çavusoglu, Ahmet Zengin
A novel defect prediction method for web pages using k-means++. Expert Syst. Appl. 42 (19) (2015)
Ahmet Zengin, Muhammed Maruf Öztürk
Formal verification and validation with DEVS-Suite: OSPF Case study. Simul. Model. Pract. Theory 29 (2012)