Derya Birant - RankMe

46 papers A 1C 3Journal 38Unranked 3

Year	Rank	Type	Title / 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
2024	J	`jnl`	A new approach: ordinal predictive maintenance with ensemble binary decomposition (OPMEB). Turkish J. Electr. Eng. Comput. Sci. Özlem Ece Yürek, Derya Birant
2024	J	`jnl`	ERIM: An ensemble of rare itemset mining and its application in the automotive industry. Expert Syst. J. Knowl. Eng. Devrim Naz Akdas, Derya Birant, Pelin Yildirim Taser
2024	J	`jnl`	Machine Learning Model Development to Predict Power Outage Duration (POD): A Case Study for Electric Utilities. Sensors Bita Ghasemkhani, Recep Alp Kut, Reyat Yilmaz, Derya Birant, Yigit Ahmet Arikök, Tugay Eren Güzelyol, Tuna Kut
2023	J	`jnl`	Human activity recognition based on multi-instance learning. Expert Syst. J. Knowl. Eng. Duygu Bagci Das, 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`	Stepwise dynamic nearest neighbor (SDNN): a new algorithm for classification. Turkish J. Electr. Eng. Comput. Sci. Deniz Karabas, Derya Birant, Pelin Yildirim Taser
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`	K-centroid link: a novel hierarchical clustering linkage method. Appl. Intell. Alican Dogan, Derya Birant
2022	J	`jnl`	Machine Learning Models for the Prediction of Energy Consumption Based on Cooling and Heating Loads in Internet-of-Things-Based Smart Buildings. Symmetry Bita Ghasemkhani, Reyat Yilmaz, Derya Birant, Recep Alp Kut
2022	J	`jnl`	Multi-view multi-depth soil temperature prediction (MV-MD-STP): a new approach using machine learning and time series methods. Int. J. Intell. Eng. Informatics Göksu Tüysüzoglu, Derya Birant, Volkan Kiranoglu
2022	J	`jnl`	T-PdM: a tripartite predictive maintenance framework using machine learning algorithms. Int. J. Comput. Sci. Eng. Özlem Ece Yürek, Derya Birant, Alp Kut
2022	J	`jnl`	Temporal bagging: a new method for time-based ensemble learning. Turkish J. Electr. Eng. Comput. Sci. Göksu Tüysüzoglu, Derya Birant, Volkan Kiranoglu
2021	J	`jnl`	A new approach: semisupervised ordinal classification. Turkish J. Electr. Eng. Comput. Sci. Ferda Ünal, Derya Birant, Özlem Seker
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`	Deep learning for Turkish makam music composition. Turkish J. Electr. Eng. Comput. Sci. Ismail Hakki Parlak, Yalçin Çebi, Cihan Isikhan, Derya Birant
2021	J	`jnl`	Machine learning and data mining in manufacturing. Expert Syst. Appl. Alican Dogan, Derya Birant
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`	Ordered physical human activity recognition based on ordinal classification. Turkish J. Electr. Eng. Comput. Sci. Duygu Bagci Das, Derya Birant
2021	J	`jnl`	Shelf Auditing Based on Image Classification Using Semi-Supervised Deep Learning to Increase On-Shelf Availability in Grocery Stores. Sensors Ramiz Yilmazer, Derya 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`	A Two-Level Approach based on Integration of Bagging and Voting for Outlier Detection. J. Data Inf. Sci. Alican Dogan, Derya 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`	Enhanced Bagging (eBagging): A Novel Approach for Ensemble Learning. Int. Arab J. Inf. Technol. Göksu Tüysüzoglu, Derya Birant
2020	J	`jnl`	Multitask-based association rule mining. Turkish J. Electr. Eng. Comput. Sci. Pelin Yildirim Taser, Kökten Ulas Birant, Derya Birant
2020	J	`jnl`	Passenger scoring for free-pass promotion in public transportation. Turkish J. Electr. Eng. Comput. Sci. Ufuk Demir Alan, 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
2018	J	`jnl`	Data mining and machine learning in textile industry. WIREs Data Mining Knowl. Discov. Pelin Yildirim, Derya Birant, Tuba Alpyildiz
2018	J	`jnl`	Novel Two-Dimensional Visualization Approaches for Multivariate Centroids of Clustering Algorithms. Sci. Program. Yunus Dogan, Feristah Dalkiliç, Derya Birant, Recep Alp Kut, Reyat Yilmaz
2018	J	`jnl`	Server-Based Intelligent Public Transportation System with NFC. IEEE Intell. Transp. Syst. Mag. Ufuk Demir Alan, Derya Birant
2017	J	`jnl`	DTreeSim: A new approach to compute decision tree similarity using re-mining. Turkish J. Electr. Eng. Comput. Sci. Gözde Bakirli, Derya Birant
2017	J	`jnl`	Discovering the relationships between yarn and fabric properties using association rule mining. Turkish J. Electr. Eng. Comput. Sci. Pelin Yildirim, Derya Birant, Tuba Alpyildiz
2015	J	`jnl`	An ant colony optimisation approach for optimising SPARQL queries by reordering triple patterns. Inf. Syst. Elem Guzel Kalayci, Tahir Emre Kalayci, Derya Birant
2014	C	`conf`	Naive Bayes classifier for continuous variables using novel method (NBC4D) and distributions. INISTA Pelin Yildirim, Derya Birant
2013	—	`conf`	SOM++: Integration of Self-Organizing Map and K-Means++ Algorithms. MLDM Yunus Dogan, Derya Birant, Alp Kut
2011	J	`jnl`	An incremental genetic algorithm for classification and sensitivity analysis of its parameters. Expert Syst. Appl. Gözde Bakirli, Derya Birant, Alp Kut
2010	—	`conf`	The Efficiency of RSA Encrypted Video Calls on Mobile Internet Devices. WiMo Mert Civriz, Derya Birant, Alp Kut
2008	C	`conf`	Improving quality assurance in education with web-based services by data mining and mobile technologies. EATIS Arben Hajra, Derya Birant, Alp Kut
2007	J	`jnl`	ST-DBSCAN: An algorithm for clustering spatial-temporal data. Data Knowl. Eng. Derya Birant, Alp Kut
2006	—	`—`	Modeling and analyzing marine data using data mining techniques (Veri madenciliği tekniklerinin kullanılarak deniz verilerinin modellenmesi ve analizi) Derya Birant
2006	J	`jnl`	Spatio-Temporal Outlier Detection in Large Databases. J. Comput. Inf. Technol. Derya Birant, Alp Kut
2004	A	`conf`	An Approach for Parallel Execution of Web Services. ICWS Alp Kut, Derya Birant