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A New Predictive Method for Classification Tasks in Machine Learning: Multi-Class Multi-Label Logistic Model Tree (MMLMT).
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- Mathematics (2227-7390), 2024, v. 12, n. 18, p. 2825, doi. 10.3390/math12182825
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- Article
A new approach: ordinal predictive maintenance with ensemble binary decomposition (OPMEB).
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- Turkish Journal of Electrical Engineering & Computer Sciences, 2024, v. 32, n. 4, p. 534, doi. 10.55730/1300-0632.4086
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- Article
Stepwise dynamic nearest neighbor (SDNN): a new algorithm for classification.
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- Turkish Journal of Electrical Engineering & Computer Sciences, 2023, v. 31, n. 5, p. 751, doi. 10.55730/1300-0632.4016
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- Article
Temporal bagging: a new method for time-based ensemble learning.
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- Turkish Journal of Electrical Engineering & Computer Sciences, 2022, v. 30, n. 1, p. 279, doi. 10.3906/elk-2011-41
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- Article
Deep learning for Turkish makam music composition.
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- Turkish Journal of Electrical Engineering & Computer Sciences, 2021, v. 29, n. 7, p. 3107, doi. 10.3906/elk-2101-44
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- Article
Ordered physical human activity recognition based on ordinal classification.
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- Turkish Journal of Electrical Engineering & Computer Sciences, 2021, v. 29, n. 5, p. 2416, doi. 10.3906/elk-2010-75
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- Article
A new approach: semisupervised ordinal classification.
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- Turkish Journal of Electrical Engineering & Computer Sciences, 2021, v. 29, n. 3, p. 1797, doi. 10.3906/elk-2008-148
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- Article
An improved version of multi-view k-nearest neighbors (MVKNN) for multiple view learning.
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- Turkish Journal of Electrical Engineering & Computer Sciences, 2021, v. 29, n. 3, p. 1401, doi. 10.3906/elk-2005-59
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- Article
Time-oriented interactive process miner: a new approach for time prediction.
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- Turkish Journal of Electrical Engineering & Computer Sciences, 2021, v. 29, n. 1, p. 122, doi. 10.3906/elk-2005-71
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- Article
Passenger scoring for free-pass promotion in public transportation.
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- Turkish Journal of Electrical Engineering & Computer Sciences, 2020, v. 28, n. 4, p. 2110, doi. 10.3906/elk-1911-15
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- Article
Multitask-based association rule mining.
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- Turkish Journal of Electrical Engineering & Computer Sciences, 2020, v. 28, n. 2, p. 933, doi. 10.3906/elk-1905-88
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- Article
Interactive process miner: a new approach for process mining.
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- Turkish Journal of Electrical Engineering & Computer Sciences, 2018, v. 26, n. 3, p. 1314, doi. 10.3906/elk-1708-112
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- Article
Discovering the relationships between yarn and fabric properties using association rule mining.
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- Turkish Journal of Electrical Engineering & Computer Sciences, 2017, v. 25, n. 6, p. 4788, doi. 10.3906/elk-1611-16
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- Article
DTreeSim: A new approach to compute decision tree similarity using re-mining.
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- Turkish Journal of Electrical Engineering & Computer Sciences, 2017, v. 25, n. 1, p. 108, doi. 10.3906/elk-1504-234
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- Article
High-Level K-Nearest Neighbors (HLKNN): A Supervised Machine Learning Model for Classification Analysis.
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- Electronics (2079-9292), 2023, v. 12, n. 18, p. 3828, doi. 10.3390/electronics12183828
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- Article
Support Vector Machine Chains with a Novel Tournament Voting.
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- Electronics (2079-9292), 2023, v. 12, n. 11, p. 2485, doi. 10.3390/electronics12112485
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- Article
Novel Two-Dimensional Visualization Approaches for Multivariate Centroids of Clustering Algorithms.
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- Scientific Programming, 2018, p. 1, doi. 10.1155/2018/9253295
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- Article
K-Linkage: A New Agglomerative Approach for Hierarchical Clustering.
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- Advances in Electrical & Computer Engineering, 2017, v. 17, n. 4, p. 77, doi. 10.4316/AECE.2017.04010
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- Article
Shelf Auditing Based on Image Classification Using Semi-Supervised Deep Learning to Increase On-Shelf Availability in Grocery Stores.
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- Sensors (14248220), 2021, v. 21, n. 2, p. 327, doi. 10.3390/s21020327
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- Article
Data Mining Solutions for Local Municipalities.
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- Electronic Journal of e-Government, 2012, v. 10, n. 2, p. 97
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- Article
USING CONVOLUTIONAL NEURAL NETWORK FOR GRAPE PLANT DISEASE CLASSIFICATION.
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- Uludag University Journal of the Faculty of Engineering (UUJFE), 2023, v. 28, n. 3, p. 809, doi. 10.17482/uumfd.1277418
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- Article
Rainfall Prediction Using an Ensemble Machine Learning Model Based on K-Stars.
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- Sustainability (2071-1050), 2023, v. 15, n. 7, p. 5889, doi. 10.3390/su15075889
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- Article
A Novel Classification Method: Neighborhood-Based Positive Unlabeled Learning Using Decision Tree (NPULUD).
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- Entropy, 2024, v. 26, n. 5, p. 403, doi. 10.3390/e26050403
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- Article
Multi-Objective Multi-Instance Learning: A New Approach to Machine Learning for eSports.
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- Entropy, 2023, v. 25, n. 1, p. 28, doi. 10.3390/e25010028
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- Article
ERIM: An ensemble of rare itemset mining and its application in the automotive industry.
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- Expert Systems, 2024, v. 41, n. 6, p. 1, doi. 10.1111/exsy.13122
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- Article
Human activity recognition based on multi‐instance learning.
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- Expert Systems, 2023, v. 40, n. 7, p. 1, doi. 10.1111/exsy.13256
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- Article
Classifying horse activities with big data using machine learning.
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- Kuwait Journal of Science, 2022, v. 49, p. 1, doi. 10.48129/kjs.splml.19571
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- Article
Partial Decision Tree Forest: A Machine Learning Model for the Geosciences.
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- Minerals (2075-163X), 2023, v. 13, n. 6, p. 800, doi. 10.3390/min13060800
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- Article
Improving the Performance and Explainability of Indoor Human Activity Recognition in the Internet of Things Environment.
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- Symmetry (20738994), 2022, v. 14, n. 10, p. N.PAG, doi. 10.3390/sym14102022
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- Article
Machine Learning Models for the Prediction of Energy Consumption Based on Cooling and Heating Loads in Internet-of-Things-Based Smart Buildings.
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- Symmetry (20738994), 2022, v. 14, n. 8, p. 1553, doi. 10.3390/sym14081553
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- Article
EBOC: Ensemble-Based Ordinal Classification in Transportation.
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- Journal of Advanced Transportation, 2019, p. 1, doi. 10.1155/2019/7482138
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- Article
A Gradual Approach for Multimodel Journey Planning: A Case Study in Izmir, Turkey.
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- Journal of Advanced Transportation, 2017, p. 1, doi. 10.1155/2017/5656323
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- Article
Federated Multi-Label Learning (FMLL): Innovative Method for Classification Tasks in Animal Science.
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- Animals (2076-2615), 2024, v. 14, n. 14, p. 2021, doi. 10.3390/ani14142021
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- Article
Classification of Scatter Plot Images Using Deep Learning.
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- Dokuz Eylul University Muhendislik Faculty of Engineering Journal of Science & Engineering / Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi, 2022, v. 24, n. 71, p. 631, doi. 10.21205/deufmd.2022247126
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- Article
Wind Power Generation Prediction Using Machine Learning Algorithms.
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- Dokuz Eylul University Muhendislik Faculty of Engineering Journal of Science & Engineering / Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi, 2021, v. 23, n. 67, p. 107, doi. 10.21205/deufmd.2021236709
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- Article
An Ordinal Classification Approach for Software Bug Prediction.
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- Dokuz Eylul University Muhendislik Faculty of Engineering Journal of Science & Engineering / Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi, 2019, v. 21, n. 62, p. 533, doi. 10.21205/deufmd.2019216218
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- Article
A Novel Hybrid Model (EMD-TI-LSTM) for Enhanced Financial Forecasting with Machine Learning.
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- Mathematics (2227-7390), 2024, v. 12, n. 17, p. 2794, doi. 10.3390/math12172794
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- Article
Enhanced Bagging (eBagging): A Novel Approach for Ensemble Learning.
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- International Arab Journal of Information Technology (IAJIT), 2020, v. 17, n. 4, p. 515, doi. 10.34028/iajit/17/4/10
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- Article
Spatio-Temporal Outlier Detection in Large Databases.
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- Journal of Computing & Information Technology, 2006, v. 14, n. 4, p. 291, doi. 10.2498/cit.2006.04.04
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- Article
Logistic Model Tree Forest for Steel Plates Faults Prediction.
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- Machines, 2023, v. 11, n. 7, p. 679, doi. 10.3390/machines11070679
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- Article
Balanced K-Star: An Explainable Machine Learning Method for Internet-of-Things-Enabled Predictive Maintenance in Manufacturing.
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- Machines, 2023, v. 11, n. 3, p. 322, doi. 10.3390/machines11030322
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- Article
Hierarchical Clustering Ensemble with Different Linkage Methods.
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- Selcuk University Journal of Engineering, Science & Technology / Selçuk Üniversitesi Mühendislik, Bilim ve Teknoloji Dergisi, 2019, v. 7, n. 1, p. 154, doi. 10.15317/Scitech.2019.189
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- Article
Potato Plant Leaf Disease Detection Using Deep Learning Method.
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- Journal of Agricultural Sciences / Tarim Bilimleri Dergisi, 2024, v. 30, n. 1, p. 153, doi. 10.15832/ankutbd.1276722
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- Article
A Novel Machine Learning Approach: Soil Temperature Ordinal Classification (STOC).
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- Journal of Agricultural Sciences / Tarim Bilimleri Dergisi, 2022, v. 28, n. 4, p. 635, doi. 10.15832/ankutbd.866045
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- Article
Soil Temperature Prediction via Self-Training: Izmir Case.
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- Journal of Agricultural Sciences / Tarim Bilimleri Dergisi, 2022, v. 28, n. 1, p. 47, doi. 10.15832/ankutbd.775847
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- Article
Machine Learning Model Development to Predict Power Outage Duration (POD): A Case Study for Electric Utilities.
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- Sensors (14248220), 2024, v. 24, n. 13, p. 4313, doi. 10.3390/s24134313
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- Article
Majority Voting Based Multi-Task Clustering of Air Quality Monitoring Network in Turkey.
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- Applied Sciences (2076-3417), 2019, v. 9, n. 8, p. 1610, doi. 10.3390/app9081610
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- Article
Data mining and machine learning in textile industry.
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- WIREs: Data Mining & Knowledge Discovery, 2018, v. 8, n. 1, p. n/a, doi. 10.1002/widm.1228
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- Article
Bulut bilişimde veri madenciliği tekniklerinin uygulanması: Bir literatür taraması.
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- Pamukkale University Journal of Engineering Sciences, 2018, v. 24, n. 2, p. 336, doi. 10.5505/pajes.2017.65642
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- Article