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BIRANT, Derya
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1

Machine Learning Model Development to Predict Power Outage ..:

Ghasemkhani, Bita ; Kut, Recep Alp ; Yilmaz, Reyat...
Sensors.  24 (2024)  13 - p. 4313 , 2024
Link: https://doi.org/10.3390/..
 
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2

A Novel Classification Method: Neighborhood-Based Positive ..:

Ghasemkhani, Bita ; Balbal, Kadriye Filiz ; Birant, Kokten Ulas.
Entropy.  26 (2024)  5 - p. 403 , 2024
Link: https://doi.org/10.3390/..
 
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3

Federated Multi-Label Learning (FMLL): Innovative Method fo..:

Ghasemkhani, Bita ; Varliklar, Ozlem ; Dogan, Yunus...
Animals.  14 (2024)  14 - p. 2021 , 2024
Link: https://doi.org/10.3390/..
 
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4

Energy Consumption Level Classification using Stepwise Dyna..:

, In: 2023 7th International Symposium on Innovative Approaches in Smart Technologies (ISAS),
Karabas, Deniz ; Birant, Derya ; Taser, Pelin Yildirim - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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5

Human activity recognition based on multi‐instance learning:

Bagci Das, Duygu ; Birant, Derya
Expert Systems.  40 (2023)  7 - p. , 2023
Link: https://doi.org/10.1111/..
 
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6

Balanced K-Star: An Explainable Machine Learning Method for..:

Ghasemkhani, Bita ; Aktas, Ozlem ; Birant, Derya
Machines.  11 (2023)  3 - p. 322 , 2023
Link: https://doi.org/10.3390/..
 
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7

Machine learning for fault analysis in rotating machinery: ..:

Das, Oguzhan ; Bagci Das, Duygu ; Birant, Derya
Heliyon.  9 (2023)  6 - p. e17584 , 2023
Link: https://doi.org/10.1016/..
 
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8

Logistic Model Tree Forest for Steel Plates Faults Predicti..:

Ghasemkhani, Bita ; Yilmaz, Reyat ; Birant, Derya.
Machines.  11 (2023)  7 - p. 679 , 2023
Link: https://doi.org/10.3390/..
 
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9

Partial Decision Tree Forest: A Machine Learning Model for ..:

Ozturk Kiyak, Elife ; Tuysuzoglu, Goksu ; Birant, Derya
Minerals.  13 (2023)  6 - p. 800 , 2023
Link: https://doi.org/10.3390/..
 
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10

GASEL: Genetic algorithm-supported ensemble learning for fa..:

Bagci Das, Duygu ; Birant, Derya
Ocean Engineering.  272 (2023)  - p. 113844 , 2023
Link: https://doi.org/10.1016/..
 
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11

Support Vector Machine Chains with a Novel Tournament Votin:

Atik, Ceren ; Kut, Recep Alp ; Yilmaz, Reyat.
Electronics.  12 (2023)  11 - p. 2485 , 2023
Link: https://doi.org/10.3390/..
 
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12

Rainfall Prediction Using an Ensemble Machine Learning Mode..:

Tuysuzoglu, Goksu ; Birant, Kokten Ulas ; Birant, Derya
Sustainability.  15 (2023)  7 - p. 5889 , 2023
Link: https://doi.org/10.3390/..
 
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13

High-Level K-Nearest Neighbors (HLKNN): A Supervised Machin..:

Ozturk Kiyak, Elife ; Ghasemkhani, Bita ; Birant, Derya
Electronics.  12 (2023)  18 - p. 3828 , 2023
Link: https://doi.org/10.3390/..
 
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14

ERIM: An ensemble of rare itemset mining and its applicatio..:

Akdas, Devrim Naz ; Birant, Derya ; Yildirim Taser, Pelin
Expert Systems.  41 (2022)  6 - p. , 2022
Link: https://doi.org/10.1111/..
 
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15

Improving the Performance and Explainability of Indoor Huma..:

Cengiz, Ayse Betul ; Birant, Kokten Ulas ; Cengiz, Mehmet..
Symmetry.  14 (2022)  10 - p. 2022 , 2022
Link: https://doi.org/10.3390/..
 
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