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The epistemological foundations of data science: a critical review
Desai, Jules, Watson, David, Wang, Vincent, Taddeo, Mariarosaria, Floridi, Luciano
Published in Synthese (Dordrecht) (06.11.2022)
Published in Synthese (Dordrecht) (06.11.2022)
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Analyzing and repairing concept drift adaptation in data stream classification
Halstead, Ben, Koh, Yun Sing, Riddle, Patricia, Pears, Russel, Pechenizkiy, Mykola, Bifet, Albert, Olivares, Gustavo, Coulson, Guy
Published in Machine learning (01.10.2022)
Published in Machine learning (01.10.2022)
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A network-based positive and unlabeled learning approach for fake news detection
de Souza, Mariana Caravanti, Nogueira, Bruno Magalhães, Rossi, Rafael Geraldeli, Marcacini, Ricardo Marcondes, dos Santos, Brucce Neves, Rezende, Solange Oliveira
Published in Machine learning (01.10.2022)
Published in Machine learning (01.10.2022)
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Conditional t-SNE: more informative t-SNE embeddings
Kang, Bo, García García, Darío, Lijffijt, Jefrey, Santos-Rodríguez, Raúl, De Bie, Tijl
Published in Machine learning (01.10.2021)
Published in Machine learning (01.10.2021)
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ResGCN: attention-based deep residual modeling for anomaly detection on attributed networks
Pei, Yulong, Huang, Tianjin, van Ipenburg, Werner, Pechenizkiy, Mykola
Published in Machine learning (01.02.2022)
Published in Machine learning (01.02.2022)
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SAMBA: safe model-based & active reinforcement learning
Cowen-Rivers, Alexander I., Palenicek, Daniel, Moens, Vincent, Abdullah, Mohammed Amin, Sootla, Aivar, Wang, Jun, Bou-Ammar, Haitham
Published in Machine learning (01.01.2022)
Published in Machine learning (01.01.2022)
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Embed2Detect: temporally clustered embedded words for event detection in social media
Hettiarachchi, Hansi, Adedoyin-Olowe, Mariam, Bhogal, Jagdev, Gaber, Mohamed Medhat
Published in Machine learning (01.01.2022)
Published in Machine learning (01.01.2022)
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Efficient fair principal component analysis
Kamani, Mohammad Mahdi, Haddadpour, Farzin, Forsati, Rana, Mahdavi, Mehrdad
Published in Machine learning (01.10.2022)
Published in Machine learning (01.10.2022)
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Partial counterfactual identification and uplift modeling: theoretical results and real-world assessment
Verhelst, Théo, Mercier, Denis, Shrestha, Jeevan, Bontempi, Gianluca
Published in Machine learning (01.03.2024)
Published in Machine learning (01.03.2024)
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MLife: a lite framework for machine learning lifecycle initialization
Yang, Cong, Wang, Wenfeng, Zhang, Yunhui, Zhang, Zhikai, Shen, Lina, Li, Yipeng, See, John
Published in Machine learning (01.12.2021)
Published in Machine learning (01.12.2021)
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