Standout Papers

Machine learning and data mi... 2006 2026 2012 2019 762
  1. Machine learning and data mining in manufacturing (2020)
    Alican Doğan, Derya Birant Expert Systems with Applications
  2. ST-DBSCAN: An algorithm for clustering spatial–temporal data (2006)
    Derya Birant, Alp Kut Data & Knowledge Engineering

Immediate Impact

2 from Science/Nature 60 standout
Sub-graph 1 of 21

Citing Papers

Digital twin-inspired methods for rotating machinery intelligent fault diagnosis and remaining useful life prediction: A state-of-the-art review and future challenges
2025 Standout
A review of machine learning applications in polymer composites: advancements, challenges, and future prospects
2025 Standout
1 intermediate paper

Works of Derya Birant being referenced

Machine learning for fault analysis in rotating machinery: A comprehensive review
2023
Machine learning and data mining in manufacturing
2020 Standout

Author Peers

Author Last Decade Papers Cites
Derya Birant 514 215 173 283 226 67 1.7k
Stefan Wrobel 389 327 185 241 156 64 1.2k
Flora D. Salim 378 314 109 195 320 152 1.9k
Yongjun Xu 421 199 180 210 171 80 1.6k
Carlos Soares 1025 175 245 131 75 87 2.1k
Xiuju Fu 283 129 64 86 254 68 1.8k
Enrique Onieva 492 217 78 122 358 80 2.0k
Pierfrancesco Bellini 243 252 283 141 178 107 1.5k
Faiyaz Doctor 497 334 178 106 78 62 1.5k
Zili Zhang 525 238 140 85 98 93 1.5k
Yong Zhang 505 269 115 141 362 189 2.1k

All Works

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2026