Kökten Ulas Birant

17 papers C 1Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A new machine learning method for rainfall classification: temporal random tree.
PeerJ Comput. Sci.
Kökten Ulas Birant, Bita Ghasemkhani, Özlem Varliklar, Derya Birant
2025 J jnl
An Innovative Hybrid Machine Learning Approach for Student Survey Analysis: Random Tree With Ordinal Noise Filtering and Feature Selection (RTONF).
IEEE Access
Göksu Tüysüzoglu, Yunus Dogan, Feristah Dalkiliç, Elife Öztürk Kiyak, Bita Ghasemkhani, Kökten Ulas Birant, Derya Birant
2025 J jnl
Joint Tomek Links (JTL): An Innovative Approach to Noise Reduction for Enhanced Classification Performance.
IEEE Access
Göksu Tüysüzoglu, Yunus Dogan, Elife Öztürk Kiyak, Mustafa Ersahin, Bita Ghasemkhani, Kökten Ulas Birant, Derya Birant
2024 J jnl
A Novel Classification Method: Neighborhood-Based Positive Unlabeled Learning Using Decision Tree (NPULUD).
Entropy
Bita Ghasemkhani, Kadriye Filiz Balbal, Kökten Ulas Birant, Derya Birant
2023 J jnl
Multi-Objective Multi-Instance Learning: A New Approach to Machine Learning for eSports.
Entropy
Kökten Ulas Birant, Derya Birant
2023 J jnl
Semi-Supervised k-Star (SSS): A Machine Learning Method with a Novel Holo-Training Approach.
Entropy
Kökten Ulas Birant
2022 J jnl
Improving the Performance and Explainability of Indoor Human Activity Recognition in the Internet of Things Environment.
Symmetry
Ayse Betul Cengiz, Kökten Ulas Birant, Mehmet Cengiz, Derya Birant, Kemal Baysari
2022 J jnl
Multi-view rank-based random forest: A new algorithm for prediction in eSports.
Expert Syst. J. Knowl. Eng.
Kökten Ulas Birant
2021 J jnl
An improved version of multi-view k-nearest neighbors (MVKNN) for multiple view learning.
Turkish J. Electr. Eng. Comput. Sci.
Elife Öztürk Kiyak, Derya Birant, Kökten Ulas Birant
2021 J jnl
Development of Rule-Based Software Risk Assessment and Management Method with Fuzzy Inference System.
Sci. Program.
Mustafa Batar, Kökten Ulas Birant, Ali Hakan Isik
2021 J jnl
Multi-view learning for software defect prediction.
e Informatica Softw. Eng. J.
Elife Öztürk Kiyak, Derya Birant, Kökten Ulas Birant
2021 J jnl
Time-oriented interactive process miner: a new approach for time prediction.
Turkish J. Electr. Eng. Comput. Sci.
Ismail Yürek, Derya Birant, Özlem Ece Yürek, Kökten Ulas Birant
2020 J jnl
Comparison of Image-Based and Text-Based Source Code Classification Using Deep Learning.
SN Comput. Sci.
Elife Öztürk Kiyak, Ayse Betul Cengiz, Kökten Ulas Birant, Derya Birant
2020 J jnl
Multitask-based association rule mining.
Turkish J. Electr. Eng. Comput. Sci.
Pelin Yildirim Taser, Kökten Ulas Birant, Derya Birant
2019 C conf
Comparison of Ensemble-Based Multiple Instance Learning Approaches.
INISTA
Pelin Yildirim Taser, Kökten Ulas Birant, Derya Birant
2018 — conf
Comparative analysis of ensemble learning methods for signal classification.
SIU
Pelin Yildirim, Kökten Ulas Birant, Vladimir Radevski, Alp Kut, Derya Birant
2006 — —
Developing a new methodology for software projects (Yazılım projeleri için yeni bir metodoloji geliştirilmesi)
Kökten Ulas Birant