Derya Birant

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Animal Activity Recognition From Sensor Data Using Ensemble Learning

Derya Birant, Kadircan Yalniz, 2022, Emerging Trends in IoT and Integration with Data Science, Cloud Computing, and Big Data Analytics.

Passenger scoring for free-pass promotion in public transportation

Derya Birant, Ufuk Demi̇r Alan, 2020, Turkish J. Electr. Eng. Comput. Sci..

Classification of Air Quality Network based on Meteorological and Pollutant Factors

Derya Birant, Goksu Tuysuzoglu, Alp Kut, 2020, 2020 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA).

Educational Data Mining Using Semi-Supervised Ordinal Classification

Derya Birant, Ferda Ünal, 2021, 2021 3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA).

Data Mining Using RFM Analysis

Derya Birant, 2011 .

1 Service-Oriented Data Mining

Derya Birant, 2012 .

Improving the Performance and Explainability of Indoor Human Activity Recognition in the Internet of Things Environment

Ayse Betul Cengiz, Derya Birant, K. Birant, 2022, Symmetry.

Classification of Scatter Plot Images Using Deep Learning

Derya Birant, Aydanur Akça, Buse Bozkurt, 2022, Deu Muhendislik Fakultesi Fen ve Muhendislik.

An Intelligent Multi-output Regression Model for Soil Moisture Prediction

Derya Birant, Pelin Yildirim Taser, Cansel Kucuk, 2021, Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation.

Machine Learning Models for the Prediction of Energy Consumption Based on Cooling and Heating Loads in Internet-of-Things-Based Smart Buildings

Derya Birant, Bita Ghasemkhani, Reyat Yilmaz, 2022, Symmetry.

Multi-Objective Multi-Instance Learning: A New Approach to Machine Learning for eSports

Derya Birant, K. Birant, 2022, Entropy.

Machine learning and data mining in manufacturing

Derya Birant, Alican Dogan, Derya Birant, 2021, Expert Syst. Appl..

Improving quality assurance in education with web-based services by data mining and mobile technologies

Derya Birant, Alp Kut, Arben Hajra, 2008, EATIS.

An incremental genetic algorithm for classification and sensitivity analysis of its parameters

Derya Birant, Alp Kut, Gözde Bakirli, 2011, Expert Syst. Appl..

K-centroid link: a novel hierarchical clustering linkage method

Derya Birant, Alican Dogan, Derya Birant, 2021, Applied Intelligence.

Data Mining Solutions for Local Municipalities

Derya Birant, Alp Kut, Gözde Bakirli, 2012 .

ST-DBSCAN: An algorithm for clustering spatial-temporal data

Derya Birant, Alp Kut, Derya Birant, 2007, Data Knowl. Eng..

Spatio-temporal outlier detection in large databases

Derya Birant, Alp Kut, Derya Birant, 2006, 28th International Conference on Information Technology Interfaces, 2006..

Data Mining in Banking Sector Using Weighted Decision Jungle Method

Derya Birant, Derya Birant, 2020, Data Mining - Methods, Applications and Systems.

Data mining and machine learning in textile industry

Derya Birant, Pelin Yildirim, Tuba Alpyildiz, 2018, Wiley Interdiscip. Rev. Data Min. Knowl. Discov..

DTreeSim: A new approach to compute decision tree similarity using re-mining

Derya Birant, Gözde Bakirli, Derya Birant, 2017, Turkish J. Electr. Eng. Comput. Sci..

Enhanced Bagging (eBagging): A Novel Approach for Ensemble Learning

Derya Birant, Goksu Tuysuzoglu, Derya Birant, 2020 .

Temporal bagging: a new method for time-based ensemble learning

Derya Birant, Volkan Kiranoglu, Göksu Tüysüzoğlu, 2021, TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES.

Air Pollution Monitoring in Intelligent Cities Using Weighted Association Rule Mining

Derya Birant, Goksu Tuysuzoglu, Derya Birant, 2021 .

A Weighted Majority Voting Ensemble Approach for Classification

Derya Birant, Alican Dogan, Derya Birant, 2019, 2019 4th International Conference on Computer Science and Engineering (UBMK).

Human activity recognition based on multi‐instance learning

Derya Birant, D. B. Das, Duygu Bagci Das, 2023, Expert Systems.

Multi-label classification of line chart images using convolutional neural networks

Derya Birant, Cem Kosemen, Derya Birant, 2020, SN Applied Sciences.

Development of an interactive game-based learning environment to teach data mining

Derya Birant, Pelin Yildirim, Mehmet Cengiz, 2017 .

Server-Based Intelligent Public Transportation System with NFC

Derya Birant, Ufuk Demir Alan, Derya Birant, 2018, IEEE Intelligent Transportation Systems Magazine.

Balanced K-Star: An Explainable Machine Learning Method for Internet-of-Things-Enabled Predictive Maintenance in Manufacturing

Derya Birant, Bita Ghasemkhani, Ozlem Aktas, 2023, Machines.

Ordered physical human activity recognition based on ordinal classification

Derya Birant, Duygu Bagci Das, Derya Birant, 2021, Turkish J. Electr. Eng. Comput. Sci..

A Gradual Approach for Multimodel Journey Planning: A Case Study in Izmir, Turkey

Derya Birant, Yunus Dogan, Feriştah Dalkılıç, 2017 .

Rainfall Prediction Using an Ensemble Machine Learning Model Based on K-Stars

Derya Birant, Goksu Tuysuzoglu, K. Birant, 2023, Sustainability.

ERIM : An ensemble of rare itemset mining and its application in the automotive industry

Derya Birant, Pelin Yildirim Taser, Devrim Naz Akdas, 2022, Expert Systems.

Comparison of Multi-Label Classification Algorithms for Code Smell Detection

Derya Birant, Kokten Ulas Birant, Elife Ozturk Kiyak, 2019, 2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT).

Remaining Useful Life Estimation for Predictive Maintenance Using Feature Engineering

Derya Birant, Ozlem Ece Yurek, Derya Birant, 2019, 2019 Innovations in Intelligent Systems and Applications Conference (ASYU).

Recommendation System with Association Rule Mining and Mobile Augmented Reality

Derya Birant, Kokten Ulas Birant, Pelin Yildirim Taser, 2019, 2019 Innovations in Intelligent Systems and Applications Conference (ASYU).

Machine learning for fault analysis in rotating machinery: A comprehensive review

Derya Birant, Oguzhan Das, Duygu Bagci Das, 2023, Heliyon.

An improved version of multi-view k-nearest neighbors (MVKNN) for multiple view learning

Elife Ozturk Kiyak, Elife OZTURK KIYAK, Derya BIRANT, 2021, Turkish J. Electr. Eng. Comput. Sci..

A new approach: semisupervised ordinal classification

Ferda ÜNAL, Derya BİRANT, Özlem ŞEKER, 2021, TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES.

Ensemble Methods in Environmental Data Mining

Derya Birant, Goksu Tuysuzoglu, Derya Birant, 2018, Data Mining.

Multitask-based association rule mining

Derya Birant, Kokten Ulas Birant, Pelin Yildirim Taşer, 2020, Turkish J. Electr. Eng. Comput. Sci..

The Efficiency of RSA Encrypted Video Calls on Mobile Internet Devices

Derya Birant, Alp Kut, Mert Civriz, 2010, WiMo.

An Ordinal Classification Approach for Software Bug Prediction

Derya Birant, K. Birant, Elif Öztürk, 2019 .

Comparison of Data Mining Techniques in the Cloud for Software Engineering

Derya Birant, Kokten Ulas Birant, Derya Birant, 2020 .

Logistic Model Tree Forest for Steel Plates Faults Prediction

Derya Birant, Bita Ghasemkhani, Reyat Yilmaz, 2023, Machines.

GASEL: Genetic algorithm-supported ensemble learning for fault detection in autonomous underwater vehicles

Derya Birant, Duygu Bagci Das, 2023, Ocean Engineering.

Support Vector Machine Chains with a Novel Tournament Voting

Derya Birant, Ceren Atik, Reyat Yilmaz, 2023, Electronics.

Time-oriented interactive process miner: a new approach for time prediction

Derya Birant, Kokten Ulas Birant, İsmail Yürek, 2021, Turkish J. Electr. Eng. Comput. Sci..

Majority Voting Based Multi-Task Clustering of Air Quality Monitoring Network in Turkey

Derya Birant, Goksu Tuysuzoglu, Aysegul Pala, 2019, Applied Sciences.

Comparative analysis of ensemble learning methods for signal classification

Derya Birant, Alp Kut, Pelin Yildirim, 2018, 2018 26th Signal Processing and Communications Applications Conference (SIU).

EBOC: Ensemble-Based Ordinal Classification in Transportation

Derya Birant, Pelin Yildirim, Ulaş K. Birant, 2019, Journal of Advanced Transportation.

A Framework for Data Mining and Knowledge Discovery in Cloud Computing

Derya Birant, Pelin Yildirim, Derya Birant, 2016 .

Deep learning for Turkish makam music composition

Derya Birant, Yalçin Çebi, İsmail Hakkı Parlak, 2021, Turkish J. Electr. Eng. Comput. Sci..

Shelf Auditing Based on Image Classification Using Semi-Supervised Deep Learning to Increase On-Shelf Availability in Grocery Stores

Derya Birant, Ramiz Yilmazer, Derya Birant, 2021, Sensors.

Service-Oriented Data Mining

Derya Birant, Derya Birant, 2011 .

Novel Two-Dimensional Visualization Approaches for Multivariate Centroids of Clustering Algorithms

Derya Birant, Yunus Doğan, Feriştah Dalkılıç, 2018, Sci. Program..

Improving prediction performance using ensemble neural networks in textile sector

Derya Birant, Pelin Yıldırım, Tuba Alpyıldız, 2017, 2017 International Conference on Computer Science and Engineering (UBMK).

K-Linkage: A New Agglomerative Approach for Hierarchical Clustering

Derya Birant, Pelin Yildirim, Derya Birant, 2017 .

An algorithm to discover spatial–temporal distributions of physical seawater characteristics and a case study in Turkish seas

Derya Birant, Alp Kut, Derya Birant, 2006 .

USING CONVOLUTIONAL NEURAL NETWORK FOR GRAPE PLANT DISEASE CLASSIFICATION

Derya Birant, Derin Öğrenme, Cemal Ihsan, 2022 .

An ant colony optimisation approach for optimising SPARQL queries by reordering triple patterns

Derya Birant, Tahir Emre Kalayci, Elem Guzel Kalayci, 2015, Inf. Syst..

High-Level K-Nearest Neighbors (HLKNN): A Supervised Machine Learning Model for Classification Analysis

Derya Birant, Bita Ghasemkhani, Elife Ozturk Kiyak, 2023, Electronics.