Derya Birant - Publications, H-index & Citations

Derya Birant

Dokuz Eylül University

23H指数

122论文数

3.7K被引数

收录论文 17

发表时间

State of Charge Estimation for Both Electric Bus and Passenger Vehicles with Different Battery Types Using Multi-Instance Learning 基于多实例学习针对不同电池类型的电动公交和乘用车辆荷电状态估计

Batteries-Basel

IF4.8

2026-07-23

OAAI

Ibrahim Atakan Kubilay; Derya Birant

M5Boost: A Machine Learning Approach for Driving Range Estimation in Electric Vehicles Considering Battery-Related Factors M5Boost：一种考虑电池相关因素的电动汽车续航里程估计机器学习方法

Batteries-Basel

IF4.8

2026-07-17

OAAI

Ibrahim Atakan Kubilay; Kadriye Filiz Balbal; Kokten Ulas Birant; Derya Birant

Battery State of Charge Estimation in Electric Vehicles Using Machine Learning with Feature Engineering and Seasonal Analysis Under On-Road Conditions 电动汽车中基于特征工程和季节性分析的机器学习方法在道路条件下的电池荷电状态估计

Batteries

IF0

2026-04-30

OAAI

Feristah Dalkilic; Kadriye Filiz Balbal; Kokten Ulas Birant; Elife Ozturk Kiyak; Yunus Dogan; Semih Utku; Derya Birant

Balanced Hoeffding Tree Forest (BHTF): A Novel Multi-Label Classification with Oversampling and Undersampling Techniques for Failure Mode Diagnosis in Predictive Maintenance 平衡霍夫丁树森林（BHTF）：一种用于预测性维护中故障模式诊断的新型多标签分类方法，结合了过采样和欠采样技术

MATHEMATICS

IF2.2

2025-09-18

OAAI

Ghasemkhani, Bita; Kut, Recep Alp; Birant, Derya; Yilmaz, Reyat

Machine Learning Model Development to Predict Power Outage Duration (POD): A Case Study for Electric Utilities

SENSORS

IF3.5

2024-07-02

OAAI

Ghasemkhani, Bita; Kut, Recep Alp; Yilmaz, Reyat; Birant, Derya; Arikok, Yigit Ahmet; Guzelyol, Tugay Eren; Kut, Tuna

Machine learning for fault analysis in rotating machinery: A comprehensive review 用于旋转机械故障分析的机器学习: 综合评述

HELIYON

IF3.6

2023-06-01

OAAI

Das, Oguzhan; Das, Duygu Bagci; Birant, Derya

Rainfall Prediction Using an Ensemble Machine Learning Model Based on K-Stars 基于k-stars集成机器学习模型的降雨量预测

SUSTAINABILITY

IF3.3

2023-03-28

OAAI

Tuysuzoglu, Goksu; Birant, Kokten Ulas; Birant, Derya

Human activity recognition based on multi-instance learning

EXPERT SYSTEMS

IF2.3

2023-02-28

OAAI

Bagci Das, Duygu; Birant, Derya

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

EXPERT SYSTEMS

IF2.3

2022-08-03

PREAI

Akdas, Devrim Naz; Birant, Derya; Taser, Pelin Yildirim

K-centroid link: a novel hierarchical clustering linkage method

APPLIED INTELLIGENCE

IF3.5

2021-08-14

PREAI

Dogan, Alican; Birant, Derya

Machine learning and data mining in manufacturing 制造业中的机器学习和数据挖掘

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2021-03-01

306

PREAI

Dogan, Alican; Birant, Derya

Shelf Auditing Based on Image Classification Using Semi-Supervised Deep Learning to Increase On-Shelf Availability in Grocery Stores 基于图像分类的货架审核，使用半监督深度学习提高杂货店的货架可用性

SENSORS

IF3.5

2021-01-06

OAAI

Yilmazer, Ramiz; Birant, Derya

Server-Based Intelligent Public Transportation System with NFC

IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE

IF5

2018-01-01

PREAI

Alan, Ufuk Demir; Birant, Derya

Data mining and machine learning in textile industry

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

IF11.7

2017-10-02

PREAI

Yildirim, Pelin; Birant, Derya; Alpyildiz, Tuba

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

enterprise information systems

IF3.4

2015-06-01

PREAI

Kalayci, Elem Guzel; Kalayci, Tahir Emre; Birant, Derya

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

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2011-03-01

PREAI

Bakirli, Gozde; Birant, Derya; Kut, Alp

Comparison of Decision Tree Algorithms for Predicting Potential Air Pollutant Emissions with Data Mining Models

JOURNAL OF ENVIRONMENTAL INFORMATICS

IF5.4

2011-03-01

OAAI

Birant, D.

研究方向