Derya Birant

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 33

Top Topics

Machine Learning

Nearest Neighbor

Ensemble Learning

Human Activity Recognition

Top Venues

Turkish J. Electr. Eng. Comput. Sci.

Publications

Bita Ghasemkhani, Kadriye Filiz Balbal, Kökten Ulas Birant, Derya Birant
A Novel Classification Method: Neighborhood-Based Positive Unlabeled Learning Using Decision Tree (NPULUD). Entropy 26 (5) (2024)
Bita Ghasemkhani, Recep Alp Kut, Reyat Yilmaz, Derya Birant, Yigit Ahmet Arikök, Tugay Eren Güzelyol, Tuna Kut
Machine Learning Model Development to Predict Power Outage Duration (POD): A Case Study for Electric Utilities. Sensors 24 (13) (2024)
Özlem Ece Yürek, Derya Birant
A new approach: ordinal predictive maintenance with ensemble binary decomposition (OPMEB). Turkish J. Electr. Eng. Comput. Sci. 32 (4) (2024)
Devrim Naz Akdas, Derya Birant, Pelin Yildirim Taser
ERIM: An ensemble of rare itemset mining and its application in the automotive industry. Expert Syst. J. Knowl. Eng. 41 (6) (2024)
Deniz Karabas, Derya Birant, Pelin Yildirim Taser
Stepwise dynamic nearest neighbor (SDNN): a new algorithm for classification. Turkish J. Electr. Eng. Comput. Sci. 31 (5) (2023)
Kökten Ulas Birant, Derya Birant
Multi-Objective Multi-Instance Learning: A New Approach to Machine Learning for eSports. Entropy 25 (1) (2023)
Duygu Bagci Das, Derya Birant
Human activity recognition based on multi-instance learning. Expert Syst. J. Knowl. Eng. 40 (7) (2023)
Ayse Betul Cengiz, Kökten Ulas Birant, Mehmet Cengiz, Derya Birant, Kemal Baysari
Improving the Performance and Explainability of Indoor Human Activity Recognition in the Internet of Things Environment. Symmetry 14 (10) (2022)
Bita Ghasemkhani, Reyat Yilmaz, Derya Birant, Recep Alp Kut
Machine Learning Models for the Prediction of Energy Consumption Based on Cooling and Heating Loads in Internet-of-Things-Based Smart Buildings. Symmetry 14 (8) (2022)
Özlem Ece Yürek, Derya Birant, Alp Kut
T-PdM: a tripartite predictive maintenance framework using machine learning algorithms. Int. J. Comput. Sci. Eng. 25 (3) (2022)
Alican Dogan, Derya Birant
K-centroid link: a novel hierarchical clustering linkage method. Appl. Intell. 52 (5) (2022)
Göksu Tüysüzoglu, Derya Birant, Volkan Kiranoglu
Temporal bagging: a new method for time-based ensemble learning. Turkish J. Electr. Eng. Comput. Sci. 30 (1) (2022)
Goksu Tuysuzoglu, Derya Birant, Volkan Kiranoglu
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 10 (1) (2022)
Alican Dogan, Derya Birant
Machine learning and data mining in manufacturing. Expert Syst. Appl. 166 (2021)
Elife Öztürk Kiyak, Derya Birant, Kökten Ulas Birant
An improved version of multi-view k-nearest neighbors (MVKNN) for multiple view learning. Turkish J. Electr. Eng. Comput. Sci. 29 (3) (2021)
Ramiz Yilmazer, Derya Birant
Shelf Auditing Based on Image Classification Using Semi-Supervised Deep Learning to Increase On-Shelf Availability in Grocery Stores. Sensors 21 (2) (2021)
Ismail Yürek, Derya Birant, Özlem Ece Yürek, Kökten Ulas Birant
Time-oriented interactive process miner: a new approach for time prediction. Turkish J. Electr. Eng. Comput. Sci. 29 (1) (2021)
Ismail Hakki Parlak, Yalçin Çebi, Cihan Isikhan, Derya Birant
Deep learning for Turkish makam music composition. Turkish J. Electr. Eng. Comput. Sci. 29 (7) (2021)
Elife Ozturk Kiyak, Derya Birant, Kökten Ulas Birant
Multi-view learning for software defect prediction. e Informatica Softw. Eng. J. 15 (1) (2021)
Duygu Bagci Das, Derya Birant
Ordered physical human activity recognition based on ordinal classification. Turkish J. Electr. Eng. Comput. Sci. 29 (5) (2021)
Ferda Ünal, Derya Birant, Özlem Seker
A new approach: semisupervised ordinal classification. Turkish J. Electr. Eng. Comput. Sci. 29 (3) (2021)
Ufuk Demir Alan, Derya Birant
Passenger scoring for free-pass promotion in public transportation. Turkish J. Electr. Eng. Comput. Sci. 28 (4) (2020)
Elife Ozturk Kiyak, Ayse Betul Cengiz, Kökten Ulas Birant, Derya Birant
Comparison of Image-Based and Text-Based Source Code Classification Using Deep Learning. SN Comput. Sci. 1 (5) (2020)
Alican Dogan, Derya Birant
A Two-Level Approach based on Integration of Bagging and Voting for Outlier Detection. J. Data Inf. Sci. 5 (2) (2020)
Göksu Tüysüzoglu, Derya Birant
Enhanced Bagging (eBagging): A Novel Approach for Ensemble Learning. Int. Arab J. Inf. Technol. 17 (4) (2020)
Pelin Yildirim Taser, Kökten Ulas Birant, Derya Birant
Multitask-based association rule mining. Turkish J. Electr. Eng. Comput. Sci. 28 (2) (2020)
Pelin Yildirim Taser, Kökten Ulas Birant, Derya Birant
Comparison of Ensemble-Based Multiple Instance Learning Approaches. INISTA (2019)
Pelin Yildirim, Kökten Ulas Birant, Vladimir Radevski, Alp Kut, Derya Birant
Comparative analysis of ensemble learning methods for signal classification. SIU (2018)
Pelin Yildirim, Derya Birant, Tuba Alpyildiz
Data mining and machine learning in textile industry. WIREs Data Mining Knowl. Discov. 8 (1) (2018)
Ufuk Demir Alan, Derya Birant
Server-Based Intelligent Public Transportation System with NFC. IEEE Intell. Transp. Syst. Mag. 10 (1) (2018)
Yunus Dogan, Feristah Dalkiliç, Derya Birant, Recep Alp Kut, Reyat Yilmaz
Novel Two-Dimensional Visualization Approaches for Multivariate Centroids of Clustering Algorithms. Sci. Program. 2018 (2018)
Pelin Yildirim, Derya Birant, Tuba Alpyildiz
Discovering the relationships between yarn and fabric properties using association rule mining. Turkish J. Electr. Eng. Comput. Sci. 25 (2017)
Gözde Bakirli, Derya Birant
DTreeSim: A new approach to compute decision tree similarity using re-mining. Turkish J. Electr. Eng. Comput. Sci. 25 (2017)
Elem Guzel Kalayci, Tahir Emre Kalayci, Derya Birant
An ant colony optimisation approach for optimising SPARQL queries by reordering triple patterns. Inf. Syst. 50 (2015)
Pelin Yildirim, Derya Birant
Naive Bayes classifier for continuous variables using novel method (NBC4D) and distributions. INISTA (2014)
Yunus Dogan, Derya Birant, Alp Kut
SOM++: Integration of Self-Organizing Map and K-Means++ Algorithms. MLDM (2013)
Gözde Bakirli, Derya Birant, Alp Kut
An incremental genetic algorithm for classification and sensitivity analysis of its parameters. Expert Syst. Appl. 38 (3) (2011)
Mert Civriz, Derya Birant, Alp Kut
The Efficiency of RSA Encrypted Video Calls on Mobile Internet Devices. WiMo (2010)
Arben Hajra, Derya Birant, Alp Kut
Improving quality assurance in education with web-based services by data mining and mobile technologies. EATIS (2008)
Derya Birant, Alp Kut
ST-DBSCAN: An algorithm for clustering spatial-temporal data. Data Knowl. Eng. 60 (1) (2007)
Derya Birant, Alp Kut
Spatio-Temporal Outlier Detection in Large Databases. J. Comput. Inf. Technol. 14 (4) (2006)
Alp Kut, Derya Birant
An Approach for Parallel Execution of Web Services. ICWS (2004)