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On GNN explainability with activation rules
Veyrin-Forrer, Luca, Kamal, Ataollah, Duffner, Stefan, Plantevit, Marc, Robardet, Céline
Published in Data mining and knowledge discovery (01.09.2024)
Published in Data mining and knowledge discovery (01.09.2024)
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Enhancing cluster analysis via topological manifold learning
Herrmann, Moritz, Kazempour, Daniyal, Scheipl, Fabian, Kröger, Peer
Published in Data mining and knowledge discovery (01.05.2024)
Published in Data mining and knowledge discovery (01.05.2024)
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Efficient algorithms for fair clustering with a new notion of fairness
Gupta, Shivam, Ghalme, Ganesh, Krishnan, Narayanan C., Jain, Shweta
Published in Data mining and knowledge discovery (01.09.2023)
Published in Data mining and knowledge discovery (01.09.2023)
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Simplification of genetic programs: a literature survey
Javed, Noman, Gobet, Fernand, Lane, Peter
Published in Data mining and knowledge discovery (01.07.2022)
Published in Data mining and knowledge discovery (01.07.2022)
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Active learning for hierarchical multi-label classification
Nakano, Felipe Kenji, Cerri, Ricardo, Vens, Celine
Published in Data mining and knowledge discovery (01.09.2020)
Published in Data mining and knowledge discovery (01.09.2020)
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Link prediction in heterogeneous data via generalized coupled tensor factorization
Ermiş, Beyza, Acar, Evrim, Cemgil, A. Taylan
Published in Data mining and knowledge discovery (01.01.2015)
Published in Data mining and knowledge discovery (01.01.2015)
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Fast, accurate and explainable time series classification through randomization
Cabello, Nestor, Naghizade, Elham, Qi, Jianzhong, Kulik, Lars
Published in Data mining and knowledge discovery (01.03.2024)
Published in Data mining and knowledge discovery (01.03.2024)
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On the evaluation of outlier detection and one-class classification: a comparative study of algorithms, model selection, and ensembles
Marques, Henrique O., Swersky, Lorne, Sander, Jörg, Campello, Ricardo J. G. B., Zimek, Arthur
Published in Data mining and knowledge discovery (01.07.2023)
Published in Data mining and knowledge discovery (01.07.2023)
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Discovering outlying aspects in large datasets
Vinh, Nguyen Xuan, Chan, Jeffrey, Romano, Simone, Bailey, James, Leckie, Christopher, Ramamohanarao, Kotagiri, Pei, Jian
Published in Data mining and knowledge discovery (01.11.2016)
Published in Data mining and knowledge discovery (01.11.2016)
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A tutorial on statistically sound pattern discovery
Hämäläinen, Wilhelmiina, Webb, Geoffrey I.
Published in Data mining and knowledge discovery (01.03.2019)
Published in Data mining and knowledge discovery (01.03.2019)
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ColluEagle: collusive review spammer detection using Markov random fields
Wang, Zhuo, Hu, Runlong, Chen, Qian, Gao, Pei, Xu, Xiaowei
Published in Data mining and knowledge discovery (01.11.2020)
Published in Data mining and knowledge discovery (01.11.2020)
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Topic-aware influence maximization with deep reinforcement learning and graph attention networks
Halal, Taha, Cautis, Bogdan, Groz, Benoît, Gao, Ruize
Published in Data mining and knowledge discovery (01.11.2025)
Published in Data mining and knowledge discovery (01.11.2025)
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TSelect: selecting relevant and non-redundant channels for multivariate time series classification
Nuyts, Loren, Perini, Lorenzo, Davis, Jesse
Published in Data mining and knowledge discovery (01.11.2025)
Published in Data mining and knowledge discovery (01.11.2025)
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Metadata supported scale space attention networks for multivariate timeseries prediction
Ravindranath, Manjusha, Candan, K. Selçuk, Appavu, Brian
Published in Data mining and knowledge discovery (01.11.2025)
Published in Data mining and knowledge discovery (01.11.2025)
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