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Derya Birant
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2020 – today
- 2024
- [j35]Özlem Ece Yürek, Derya Birant:
A new approach: ordinal predictive maintenance with ensemble binary decomposition (OPMEB). Turkish J. Electr. Eng. Comput. Sci. 32(4): 534-554 (2024) - [j34]Bita Ghasemkhani
, Kadriye Filiz Balbal
A Novel Classification Method: Neighborhood-Based Positive Unlabeled Learning Using Decision Tree (NPULUD). Entropy 26(5): 403 (2024) - [j33]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) - [j32]Bita Ghasemkhani
Machine Learning Model Development to Predict Power Outage Duration (POD): A Case Study for Electric Utilities. Sensors 24(13): 4313 (2024) - 2023
- [j31]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): 751-770 (2023) - [j30]Kökten Ulas Birant
Multi-Objective Multi-Instance Learning: A New Approach to Machine Learning for eSports. Entropy 25(1): 28 (2023) - [j29]Duygu Bagci Das
Human activity recognition based on multi-instance learning. Expert Syst. J. Knowl. Eng. 40(7) (2023) - 2022
- [j28]Alican Dogan, Derya Birant
K-centroid link: a novel hierarchical clustering linkage method. Appl. Intell. 52(5): 5537-5560 (2022) - [j27]Göksu Tüysüzoglu, Derya Birant
Temporal bagging: a new method for time-based ensemble learning. Turkish J. Electr. Eng. Comput. Sci. 30(1): 279-294 (2022) - [j26]Özlem Ece Yürek
T-PdM: a tripartite predictive maintenance framework using machine learning algorithms. Int. J. Comput. Sci. Eng. 25(3): 325-338 (2022) - [j25]Göksu Tüysüzoglu, Derya Birant
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): 74-104 (2022) - [j24]Bita Ghasemkhani
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): 1553 (2022) - [j23]Ayse Betul Cengiz, Kökten Ulas Birant, Mehmet Cengiz
Improving the Performance and Explainability of Indoor Human Activity Recognition in the Internet of Things Environment. Symmetry 14(10): 2022 (2022) - 2021
- [j22]Elife Öztürk Kiyak
Multi-view learning for software defect prediction. e Informatica Softw. Eng. J. 15(1) (2021) - [j21]Ismail Yürek
Time-oriented interactive process miner: a new approach for time prediction. Turkish J. Electr. Eng. Comput. Sci. 29(1): 122-137 (2021) - [j20]Elife Öztürk Kiyak
An improved version of multi-view k-nearest neighbors (MVKNN) for multiple view learning. Turkish J. Electr. Eng. Comput. Sci. 29(3): 1401-1428 (2021) - [j19]Ferda Ünal, Derya Birant
A new approach: semisupervised ordinal classification. Turkish J. Electr. Eng. Comput. Sci. 29(3): 1797-1820 (2021) - [j18]Duygu Bagci Das
Ordered physical human activity recognition based on ordinal classification. Turkish J. Electr. Eng. Comput. Sci. 29(5): 2416-2436 (2021) - [j17]Ismail Hakki Parlak
Deep learning for Turkish makam music composition. Turkish J. Electr. Eng. Comput. Sci. 29(7): 3107-3118 (2021) - [j16]Alican Dogan, Derya Birant
Machine learning and data mining in manufacturing. Expert Syst. Appl. 166: 114060 (2021) - [j15]Ramiz Yilmazer
Shelf Auditing Based on Image Classification Using Semi-Supervised Deep Learning to Increase On-Shelf Availability in Grocery Stores. Sensors 21(2): 327 (2021) - 2020
- [j14]Pelin Yildirim Taser
Multitask-based association rule mining. Turkish J. Electr. Eng. Comput. Sci. 28(2): 933-955 (2020) - [j13]Ufuk Demir Alan
Passenger scoring for free-pass promotion in public transportation. Turkish J. Electr. Eng. Comput. Sci. 28(4): 2110-2127 (2020) - [j12]Göksu Tüysüzoglu, Derya Birant
Enhanced Bagging (eBagging): A Novel Approach for Ensemble Learning. Int. Arab J. Inf. Technol. 17(4): 515-528 (2020) - [j11]Alican Dogan, Derya Birant
A Two-Level Approach based on Integration of Bagging and Voting for Outlier Detection. J. Data Inf. Sci. 5(2): 111-135 (2020) - [j10]Elife Öztürk Kiyak
Comparison of Image-Based and Text-Based Source Code Classification Using Deep Learning. SN Comput. Sci. 1(5): 266 (2020)
2010 – 2019
- 2019
- [c7]Pelin Yildirim Taser
Comparison of Ensemble-Based Multiple Instance Learning Approaches. INISTA 2019: 1-5 - 2018
- [j9]Ufuk Demir Alan
Server-Based Intelligent Public Transportation System with NFC. IEEE Intell. Transp. Syst. Mag. 10(1): 30-46 (2018) - [j8]Yunus Dogan
Novel Two-Dimensional Visualization Approaches for Multivariate Centroids of Clustering Algorithms. Sci. Program. 2018: 9253295:1-9253295:23 (2018) - [j7]Pelin Yildirim
Data mining and machine learning in textile industry. WIREs Data Mining Knowl. Discov. 8(1) (2018) - [c6]Pelin Yildirim
Comparative analysis of ensemble learning methods for signal classification. SIU 2018: 1-4 - 2017
- [j6]Gözde Bakirli, Derya Birant
DTreeSim: A new approach to compute decision tree similarity using re-mining. Turkish J. Electr. Eng. Comput. Sci. 25: 108-125 (2017) - [j5]Pelin Yildirim
Discovering the relationships between yarn and fabric properties using association rule mining. Turkish J. Electr. Eng. Comput. Sci. 25: 4788-4804 (2017) - 2015
- [j4]Elem Guzel Kalayci
An ant colony optimisation approach for optimising SPARQL queries by reordering triple patterns. Inf. Syst. 50: 51-68 (2015) - 2014
- [c5]Pelin Yildirim
Naive Bayes classifier for continuous variables using novel method (NBC4D) and distributions. INISTA 2014: 110-115 - 2013
- [c4]Yunus Dogan, Derya Birant
SOM++: Integration of Self-Organizing Map and K-Means++ Algorithms. MLDM 2013: 246-259 - 2011
- [j3]Gözde Bakirli, Derya Birant
An incremental genetic algorithm for classification and sensitivity analysis of its parameters. Expert Syst. Appl. 38(3): 2609-2620 (2011) - 2010
- [c3]Mert Civriz, Derya Birant
The Efficiency of RSA Encrypted Video Calls on Mobile Internet Devices. WiMo 2010: 13-22
2000 – 2009
- 2008
- [c2]Arben Hajra
Improving quality assurance in education with web-based services by data mining and mobile technologies. EATIS 2008 - 2007
- [j2]Derya Birant
ST-DBSCAN: An algorithm for clustering spatial-temporal data. Data Knowl. Eng. 60(1): 208-221 (2007) - 2006
- [b1]Derya Birant:
Modeling and analyzing marine data using data mining techniques (Veri madenciliği tekniklerinin kullanılarak deniz verilerinin modellenmesi ve analizi). Dokuz Eylül University, Turkey, 2006 - [j1]Derya Birant
Spatio-Temporal Outlier Detection in Large Databases. J. Comput. Inf. Technol. 14(4): 291-297 (2006) - 2004
- [c1]Alp Kut
An Approach for Parallel Execution of Web Services. ICWS 2004: 812-813
Coauthor Index
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last updated on 2024-08-23 18:32 CEST by the dblp team
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