ST-DBSCAN: An algorithm for clustering spatial–temporal data D Birant, A Kut Data & Knowledge Engineering 60 (1), 208-221, 2007 | 1747 | 2007 |
Machine learning and data mining in manufacturing A Dogan, D Birant Expert Systems with Applications 166, 114060, 2021 | 540 | 2021 |
Data mining using RFM analysis D Birant Knowledge-oriented applications in data mining, 2011 | 162 | 2011 |
Spatio-temporal outlier detection in large databases A Kut, D Birant Journal of computing and information technology 14 (4), 291-297, 2006 | 160 | 2006 |
A Weighted Majority Voting Ensemble Approach for Classification A Dogan, D Birant 2019 4th International Conference on Computer Science and Engineering (UBMK …, 2019 | 102 | 2019 |
Data mining and machine learning in textile industry P Yildirim, D Birant, T Alpyildiz Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 8 (1 …, 2018 | 89 | 2018 |
Comparison of Decision Tree Algorithms for Predicting Potential Air Pollutant Emissions with Data Mining Models. D Birant Journal of Environmental Informatics 17 (1), 2011 | 73 | 2011 |
Enhanced bagging (eBagging): A novel approach for ensemble learning G Tuysuzoglu, D Birant Int. Arab. J. Inf. Technol 17 (4), 515-528, 2020 | 62 | 2020 |
Shelf Auditing Based on Image Classification Using Semi-Supervised Deep Learning to Increase On-Shelf Availability in Grocery Stores R Yilmazer, D Birant Sensors 21 (2), 327, 2021 | 41 | 2021 |
An incremental genetic algorithm for classification and sensitivity analysis of its parameters G Bakırlı, D Birant, A Kut Expert Systems with Applications 38 (3), 2609-2620, 2011 | 39 | 2011 |
K-centroid link: a novel hierarchical clustering linkage method A Dogan, D Birant Applied Intelligence 52 (5), 5537-5560, 2022 | 38 | 2022 |
Server-Based Intelligent Public Transportation System with NFC UD Alan, D Birant IEEE Intelligent Transportation Systems Magazine 10 (1), 30-46, 2018 | 38 | 2018 |
An ant colony optimisation approach for optimising SPARQL queries by reordering triple patterns EG Kalayci, TE Kalayci, D Birant Information Systems 50, 51-68, 2015 | 32 | 2015 |
K-linkage: A new agglomerative approach for hierarchical clustering P Yildirim, D Birant Advances in Electrical and Computer Engineering 17 (4), 77-88, 2017 | 29 | 2017 |
SOM++: integration of self-organizing map and k-means++ algorithms Y Dogan, D Birant, A Kut Machine Learning and Data Mining in Pattern Recognition: 9th International …, 2013 | 29 | 2013 |
Naive Bayes classifier for continuous variables using novel method (NBC4D) and distributions P Yildirim, D Birant 2014 IEEE International Symposium on Innovations in Intelligent Systems and …, 2014 | 26 | 2014 |
Remaining Useful Life Estimation for Predictive Maintenance Using Feature Engineering OE Yurek, D Birant 2019 Innovations in Intelligent Systems and Applications Conference (ASYU), 1-5, 2019 | 23 | 2019 |
EBOC: Ensemble-Based Ordinal Classification in Transportation P Yıldırım, UK Birant, D Birant Journal of Advanced Transportation 2019, 2019 | 23 | 2019 |
Multitask-based association rule mining PY TAŞER, KU Birant, D Birant Turkish Journal of Electrical Engineering and Computer Sciences 28 (2), 933-955, 2020 | 22 | 2020 |
Comparative analysis of ensemble learning methods for signal classification P Yildirim, KU Birant, V Radevski, A Kut, D Birant 2018 26th Signal Processing and Communications Applications Conference (SIU …, 2018 | 21 | 2018 |