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Mustafa Cavus
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2020 – today
- 2025
[j9]Mustafa Cavus
, Berna Yazici:
glme: An R package for mixed effects model inference by the generalized approach. Commun. Stat. Simul. Comput. 54(5): 1423-1437 (2025)
[j8]Mustafa Cavus
, Przemyslaw Biecek
:
Investigating the impact of balancing, filtering, and complexity on predictive multiplicity: A data-centric perspective. Inf. Fusion 123: 103243 (2025)
[c7]Mustafa Cavus
, Jan N. van Rijn
, Przemyslaw Biecek
:
Beyond the Single-Best Model: Rashomon Partial Dependence Profile for Trustworthy Explanations in AutoML. DS 2025: 445-459
[c6]Mustafa Cavus
, Adrian Stando
, Przemyslaw Biecek
:
Glocal Explanations of Expected Goal Models in Football. xAI (5) 2025: 3-26
[i14]Yigitcan Yardimci, Mustafa Cavus:
Rashomon perspective for measuring uncertainty in the survival predictive maintenance models. CoRR abs/2502.15772 (2025)
[i13]Mustafa Cavus, Katarzyna Woznica, Przemyslaw Biecek:
The Role of Hyperparameters in Predictive Multiplicity. CoRR abs/2503.13506 (2025)
[i12]Mustafa Cavus:
Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications. CoRR abs/2504.12156 (2025)
[i11]Yigitcan Yardimci, Mustafa Cavus:
On the Tunability of Random Survival Forests Model for Predictive Maintenance. CoRR abs/2504.14744 (2025)
[i10]Mustafa Cavus, Jan N. van Rijn, Przemyslaw Biecek:
Beyond the Single-Best Model: Rashomon Partial Dependence Profile for Trustworthy Explanations in AutoML. CoRR abs/2507.14744 (2025)- 2024
[j7]Mustafa Cavus
:
Comparison of one-way ANOVA tests under unequal variances in terms of median p -values. Commun. Stat. Simul. Comput. 53(4): 1619-1632 (2024)
[c5]Mustafa Cavus, Jakub Kuzilek:
The Actionable Explanations for Student Success Prediction Models: A Benchmark Study on the Quality of Counterfactual Methods. HEXED/L3MNGET@EDM 2024
[i9]Mustafa Cavus, Przemyslaw Biecek:
An Experimental Study on the Rashomon Effect of Balancing Methods in Imbalanced Classification. CoRR abs/2405.01557 (2024)
[i8]Seyma Gunonu, Gizem Altun, Mustafa Cavus:
Explainable bank failure prediction models: Counterfactual explanations to reduce the failure risk. CoRR abs/2407.11089 (2024)
[i7]Mustafa Cavus, Jakub Kuzilek:
An effect analysis of the balancing techniques on the counterfactual explanations of student success prediction models. CoRR abs/2408.00676 (2024)
[i6]Mustafa Cavus, Przemyslaw Biecek:
Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective. CoRR abs/2412.09712 (2024)
[i5]Ugur Dar, Mustafa Cavus:
datadriftR: An R Package for Concept Drift Detection in Predictive Models. CoRR abs/2412.11308 (2024)
[i4]Jakub Kuzilek, Mustafa Cavus:
Rashomon effect in Educational Research: Why More is Better Than One for Measuring the Importance of the Variables? CoRR abs/2412.12115 (2024)- 2023
[j6]Mustafa Cavus
, Berna Yazici
, Ahmet Sezer
:
Penalized power properties of the normality tests in the presence of outliers. Commun. Stat. Simul. Comput. 52(8): 3568-3580 (2023)
[c4]Adrian Stando, Mustafa Cavus, Przemyslaw Biecek:
The Effect of Balancing Methods on Model Behavior in Imbalanced Classification Problems. LIDTA 2023: 16-30
[i3]Adrian Stando, Mustafa Cavus, Przemyslaw Biecek:
The Effect of Balancing Methods on Model Behavior in Imbalanced Classification Problems. CoRR abs/2307.00157 (2023)
[i2]Mustafa Cavus, Adrian Stando, Przemyslaw Biecek:
Glocal Explanations of Expected Goal Models in Soccer. CoRR abs/2308.15559 (2023)- 2022
[c3]Mustafa Cavus, Przemyslaw Biecek:
Explainable expected goal models for performance analysis in football analytics. DSAA 2022: 1-9
[i1]Mustafa Cavus, Przemyslaw Biecek:
Explainable expected goal models for performance analysis in football analytics. CoRR abs/2206.07212 (2022)- 2021
[j5]Mustafa Cavus
, Berna Yazici, Ahmet Sezer:
Penalized power approach to compare the power of the tests when Type I error probabilities are different. Commun. Stat. Simul. Comput. 50(7): 1912-1926 (2021)
[j4]Mustafa Cavus, Mohammed Shatnawi, Resit Sendag, Augustus K. Uht:
Fast Key-Value Lookups with Node Tracker. ACM Trans. Archit. Code Optim. 18(3): 34:1-34:26 (2021)- 2020
[j3]Mustafa Cavus
, Mohammed Shatnawi
, Resit Sendag
, Augustus K. Uht
:
Exploring Prefetching, Pre-Execution and Branch Outcome Streaming for In-Memory Database Lookups. IEEE Comput. Archit. Lett. 19(1): 5-8 (2020)
[j2]Mustafa Cavus, Berna Yazici:
Testing the equality of normal distributed and independent groups' means under unequal variances by doex package. R J. 12(2): 134 (2020)
[j1]Mustafa Cavus, Resit Sendag, Joshua J. Yi:
Informed Prefetching for Indirect Memory Accesses. ACM Trans. Archit. Code Optim. 17(1): 4:1-4:29 (2020)
2010 – 2019
- 2018
[c2]Mustafa Cavus, Resit Sendag, Joshua J. Yi:
Array Tracking Prefetcher for Indirect Accesses. ICCD 2018: 132-139- 2014
[c1]Mustafa Cavus, Hakki Doganer Sumerkan, Osman Seckin Simsek, Hasan Hassan, Abdullah Giray Yaglikçi, Oguz Ergin
:
GPU based Parallel Image Processing Library for Embedded Systems. VISAPP (1) 2014: 234-241
Coauthor Index

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last updated on 2025-11-17 00:06 CET by the dblp team
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