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Guiding the generation of counterfactual explanations through temporal background knowledge for predictive process monitoring
Buliga, Andrei, Di Francescomarino, Chiara, Ghidini, Chiara, Donadello, Ivan, Maggi, Fabrizio Maria
Published in Data mining and knowledge discovery (01.09.2025)
Published in Data mining and knowledge discovery (01.09.2025)
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OLIVANDER: a counterfactual-based method to generate adversarial Windows PE malware
De Rose, Luca, Andresini, Giuseppina, Appice, Annalisa, Malerba, Donato
Published in Data mining and knowledge discovery (01.09.2025)
Published in Data mining and knowledge discovery (01.09.2025)
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Gradient boosted bagging for evolving data stream regression
Gunasekara, Nuwan, Pfahringer, Bernhard, Gomes, Heitor Murilo, Bifet, Albert
Published in Data mining and knowledge discovery (01.09.2025)
Published in Data mining and knowledge discovery (01.09.2025)
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SimHawNet: a modified Hawkes process for temporal network simulation
Perez, Mathilde, Romero, Raphaël, Kang, Bo, De Bie, Tijl, Lijffijt, Jefrey, Laclau, Charlotte
Published in Data mining and knowledge discovery (01.09.2025)
Published in Data mining and knowledge discovery (01.09.2025)
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Unpacking the trend: decomposition as a catalyst to enhance time series forecasting models
Kreuzer, Tim, Zdravkovic, Jelena, Papapetrou, Panagiotis
Published in Data mining and knowledge discovery (01.09.2025)
Published in Data mining and knowledge discovery (01.09.2025)
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Combating confirmation bias: a unified pseudo-labeling framework for entity alignment
Ding, Qijie, Yin, Jie, Zhang, Daokun, Gao, Junbin
Published in Data mining and knowledge discovery (01.09.2025)
Published in Data mining and knowledge discovery (01.09.2025)
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Z-Time: efficient and effective interpretable multivariate time series classification
Lee, Zed, Lindgren, Tony, Papapetrou, Panagiotis
Published in Data mining and knowledge discovery (01.01.2024)
Published in Data mining and knowledge discovery (01.01.2024)
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Reciprocity in directed hypergraphs: measures, findings, and generators
Kim, Sunwoo, Choe, Minyoung, Yoo, Jaemin, Shin, Kijung
Published in Data mining and knowledge discovery (01.11.2023)
Published in Data mining and knowledge discovery (01.11.2023)
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Social norm bias: residual harms of fairness-aware algorithms
Cheng, Myra, De-Arteaga, Maria, Mackey, Lester, Kalai, Adam Tauman
Published in Data mining and knowledge discovery (01.09.2023)
Published in Data mining and knowledge discovery (01.09.2023)
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Regression tree-based active learning
Jose, Ashna, de Mendonça, João Paulo Almeida, Devijver, Emilie, Jakse, Noël, Monbet, Valérie, Poloni, Roberta
Published in Data mining and knowledge discovery (01.03.2024)
Published in Data mining and knowledge discovery (01.03.2024)
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Binary quantification and dataset shift: an experimental investigation
González, Pablo, Moreo, Alejandro, Sebastiani, Fabrizio
Published in Data mining and knowledge discovery (01.07.2024)
Published in Data mining and knowledge discovery (01.07.2024)
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Towards more sustainable and trustworthy reporting in machine learning
Fischer, Raphael, Liebig, Thomas, Morik, Katharina
Published in Data mining and knowledge discovery (01.07.2024)
Published in Data mining and knowledge discovery (01.07.2024)
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MSGNN: Multi-scale Spatio-temporal Graph Neural Network for epidemic forecasting
Qiu, Mingjie, Tan, Zhiyi, Bao, Bing-Kun
Published in Data mining and knowledge discovery (01.07.2024)
Published in Data mining and knowledge discovery (01.07.2024)
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