Derya Birant
Orcid: 0000-0003-3138-0432
According to our database1,
Derya Birant
authored at least 43 papers
between 2004 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
Machine Learning Model Development to Predict Power Outage Duration (POD): A Case Study for Electric Utilities.
Sensors, July, 2024
ERIM: An ensemble of rare itemset mining and its application in the automotive industry.
Expert Syst. J. Knowl. Eng., June, 2024
A Novel Classification Method: Neighborhood-Based Positive Unlabeled Learning Using Decision Tree (NPULUD).
Entropy, May, 2024
A new approach: ordinal predictive maintenance with ensemble binary decomposition (OPMEB).
Turkish J. Electr. Eng. Comput. Sci., 2024
2023
Turkish J. Electr. Eng. Comput. Sci., September, 2023
Expert Syst. J. Knowl. Eng., August, 2023
Multi-Objective Multi-Instance Learning: A New Approach to Machine Learning for eSports.
Entropy, January, 2023
2022
Turkish J. Electr. Eng. Comput. Sci., January, 2022
Machine Learning Models for the Prediction of Energy Consumption Based on Cooling and Heating Loads in Internet-of-Things-Based Smart Buildings.
Symmetry, 2022
Improving the Performance and Explainability of Indoor Human Activity Recognition in the Internet of Things Environment.
Symmetry, 2022
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, 2022
T-PdM: a tripartite predictive maintenance framework using machine learning algorithms.
Int. J. Comput. Sci. Eng., 2022
2021
Turkish J. Electr. Eng. Comput. Sci., May, 2021
An improved version of multi-view k-nearest neighbors (MVKNN) for multiple view learning.
Turkish J. Electr. Eng. Comput. Sci., May, 2021
Shelf Auditing Based on Image Classification Using Semi-Supervised Deep Learning to Increase On-Shelf Availability in Grocery Stores.
Sensors, 2021
Turkish J. Electr. Eng. Comput. Sci., 2021
Turkish J. Electr. Eng. Comput. Sci., 2021
Turkish J. Electr. Eng. Comput. Sci., 2021
e Informatica Softw. Eng. J., 2021
2020
Int. Arab J. Inf. Technol., July, 2020
Comparison of Image-Based and Text-Based Source Code Classification Using Deep Learning.
SN Comput. Sci., 2020
A Two-Level Approach based on Integration of Bagging and Voting for Outlier Detection.
J. Data Inf. Sci., 2020
Turkish J. Electr. Eng. Comput. Sci., 2020
2019
Proceedings of the IEEE International Symposium on INnovations in Intelligent SysTems and Applications, 2019
2018
WIREs Data Mining Knowl. Discov., 2018
Novel Two-Dimensional Visualization Approaches for Multivariate Centroids of Clustering Algorithms.
Sci. Program., 2018
IEEE Intell. Transp. Syst. Mag., 2018
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
2017
Discovering the relationships between yarn and fabric properties using association rule mining.
Turkish J. Electr. Eng. Comput. Sci., 2017
Turkish J. Electr. Eng. Comput. Sci., 2017
2015
An ant colony optimisation approach for optimising SPARQL queries by reordering triple patterns.
Inf. Syst., 2015
2014
Naive Bayes classifier for continuous variables using novel method (NBC4D) and distributions.
Proceedings of the 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications, 2014
2013
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013
2011
An incremental genetic algorithm for classification and sensitivity analysis of its parameters.
Expert Syst. Appl., 2011
2010
Proceedings of the Recent Trends in Wireless and Mobile Networks, 2010
2008
Improving quality assurance in education with web-based services by data mining and mobile technologies.
Proceedings of the 2008 Euro American conference on Telematics and Information Systems, 2008
2007
2006
Modeling and analyzing marine data using data mining techniques (Veri madenciliği tekniklerinin kullanılarak deniz verilerinin modellenmesi ve analizi)
PhD thesis, 2006
2004
Proceedings of the IEEE International Conference on Web Services (ICWS'04), 2004