Gullo, F.; Mandaglio, D.; Tagarelli, A. A combinatorial multi-armed bandit approach to correlation clustering. (English) Zbl 1528.68340 Data Min. Knowl. Discov. 37, No. 4, 1630-1691 (2023). MSC: 68T05 05C22 62H30 91A46 PDFBibTeX XMLCite \textit{F. Gullo} et al., Data Min. Knowl. Discov. 37, No. 4, 1630--1691 (2023; Zbl 1528.68340) Full Text: DOI
Zhang, Guangyi; Gionis, Aristides Regularized impurity reduction: accurate decision trees with complexity guarantees. (English) Zbl 1514.62125 Data Min. Knowl. Discov. 37, No. 1, 434-475 (2023). MSC: 62H30 68W25 PDFBibTeX XMLCite \textit{G. Zhang} and \textit{A. Gionis}, Data Min. Knowl. Discov. 37, No. 1, 434--475 (2023; Zbl 1514.62125) Full Text: DOI arXiv
Zhang, Guangyi; Tatti, Nikolaj; Gionis, Aristides Ranking with submodular functions on a budget. (English) Zbl 1497.68444 Data Min. Knowl. Discov. 36, No. 3, 1197-1218 (2022). MSC: 68T05 68W25 90C27 90C39 PDFBibTeX XMLCite \textit{G. Zhang} et al., Data Min. Knowl. Discov. 36, No. 3, 1197--1218 (2022; Zbl 1497.68444) Full Text: DOI arXiv
Falcone, Roberta; Anderlucci, Laura; Montanari, Angela Matrix sketching for supervised classification with imbalanced classes. (English) Zbl 1494.68213 Data Min. Knowl. Discov. 36, No. 1, 174-208 (2022). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{R. Falcone} et al., Data Min. Knowl. Discov. 36, No. 1, 174--208 (2022; Zbl 1494.68213) Full Text: DOI arXiv
Alfke, Dominik; Stoll, Martin Pseudoinverse graph convolutional networks. Fast filters tailored for large eigengaps of dense graphs and hypergraphs. (English) Zbl 1473.68133 Data Min. Knowl. Discov. 35, No. 4, 1318-1341 (2021). MSC: 68T05 05C42 05C50 05C65 68R10 94A12 PDFBibTeX XMLCite \textit{D. Alfke} and \textit{M. Stoll}, Data Min. Knowl. Discov. 35, No. 4, 1318--1341 (2021; Zbl 1473.68133) Full Text: DOI arXiv
Fomin, Fedor V.; Golovach, Petr A.; Panolan, Fahad Parameterized low-rank binary matrix approximation. (English) Zbl 1458.68075 Data Min. Knowl. Discov. 34, No. 2, 478-532 (2020). MSC: 68Q27 15A60 15B34 62H30 68W25 PDFBibTeX XMLCite \textit{F. V. Fomin} et al., Data Min. Knowl. Discov. 34, No. 2, 478--532 (2020; Zbl 1458.68075) Full Text: DOI arXiv Link
García-Soriano, David; Bonchi, Francesco Fair-by-design matching. (English) Zbl 1458.91144 Data Min. Knowl. Discov. 34, No. 5, 1291-1335 (2020). MSC: 91B68 90C27 PDFBibTeX XMLCite \textit{D. García-Soriano} and \textit{F. Bonchi}, Data Min. Knowl. Discov. 34, No. 5, 1291--1335 (2020; Zbl 1458.91144) Full Text: DOI arXiv
Du, Xin; Pei, Yulong; Duivesteijn, Wouter; Pechenizkiy, Mykola Exceptional spatio-temporal behavior mining through Bayesian non-parametric modeling. (English) Zbl 1460.62041 Data Min. Knowl. Discov. 34, No. 5, 1267-1290 (2020). MSC: 62G05 62H11 62M30 PDFBibTeX XMLCite \textit{X. Du} et al., Data Min. Knowl. Discov. 34, No. 5, 1267--1290 (2020; Zbl 1460.62041) Full Text: DOI
Meng, Jinghan; Pitaksirianan, Napath; Tu, Yi-Cheng Counting frequent patterns in large labeled graphs: a hypergraph-based approach. (English) Zbl 1477.68092 Data Min. Knowl. Discov. 34, No. 4, 980-1021 (2020). MSC: 68P15 05C65 68R10 68W25 90C90 PDFBibTeX XMLCite \textit{J. Meng} et al., Data Min. Knowl. Discov. 34, No. 4, 980--1021 (2020; Zbl 1477.68092) Full Text: DOI
Yousuf, Muhammad Irfan; Kim, Suhyun Guided sampling for large graphs. (English) Zbl 1477.68246 Data Min. Knowl. Discov. 34, No. 4, 905-948 (2020). MSC: 68R10 05C82 PDFBibTeX XMLCite \textit{M. I. Yousuf} and \textit{S. Kim}, Data Min. Knowl. Discov. 34, No. 4, 905--948 (2020; Zbl 1477.68246) Full Text: DOI
Adriaens, Florian; De Bie, Tijl; Gionis, Aristides; Lijffijt, Jefrey; Matakos, Antonis; Rozenshtein, Polina Relaxing the strong triadic closure problem for edge strength inference. (English) Zbl 1433.68273 Data Min. Knowl. Discov. 34, No. 3, 611-651 (2020). MSC: 68R10 68Q25 68W25 90C05 91D30 PDFBibTeX XMLCite \textit{F. Adriaens} et al., Data Min. Knowl. Discov. 34, No. 3, 611--651 (2020; Zbl 1433.68273) Full Text: DOI arXiv
Jaeger, Manfred; Lippi, Marco; Pellegrini, Giovanni; Passerini, Andrea Counts-of-counts similarity for prediction and search in relational data. (English) Zbl 1458.68168 Data Min. Knowl. Discov. 33, No. 5, 1254-1297 (2019). MSC: 68T05 62H30 68R10 PDFBibTeX XMLCite \textit{M. Jaeger} et al., Data Min. Knowl. Discov. 33, No. 5, 1254--1297 (2019; Zbl 1458.68168) Full Text: DOI Link
Zhao, Junzhou; Wang, Pinghui; Lui, John C. S.; Towsley, Don; Guan, Xiaohong Sampling online social networks by random walk with indirect jumps. (English) Zbl 1464.62302 Data Min. Knowl. Discov. 33, No. 1, 24-57 (2019). MSC: 62H12 62D05 60K50 05C82 91D30 PDFBibTeX XMLCite \textit{J. Zhao} et al., Data Min. Knowl. Discov. 33, No. 1, 24--57 (2019; Zbl 1464.62302) Full Text: DOI arXiv
Henriques, Rui; Madeira, Sara C. Bsig: evaluating the statistical significance of biclustering solutions. (English) Zbl 1416.62340 Data Min. Knowl. Discov. 32, No. 1, 124-161 (2018). MSC: 62H30 62G07 62H35 PDFBibTeX XMLCite \textit{R. Henriques} and \textit{S. C. Madeira}, Data Min. Knowl. Discov. 32, No. 1, 124--161 (2018; Zbl 1416.62340) Full Text: DOI
Huang, Shudong; Wang, Hongjun; Li, Tao; Li, Tianrui; Xu, Zenglin Robust graph regularized nonnegative matrix factorization for clustering. (English) Zbl 1411.62168 Data Min. Knowl. Discov. 32, No. 2, 483-503 (2018). MSC: 62H30 15A23 68T05 PDFBibTeX XMLCite \textit{S. Huang} et al., Data Min. Knowl. Discov. 32, No. 2, 483--503 (2018; Zbl 1411.62168) Full Text: DOI
Francis, Deena P.; Raimond, Kumudha An improvement of the parameterized frequent directions algorithm. (English) Zbl 1411.68100 Data Min. Knowl. Discov. 32, No. 2, 453-482 (2018). MSC: 68T05 65F30 PDFBibTeX XMLCite \textit{D. P. Francis} and \textit{K. Raimond}, Data Min. Knowl. Discov. 32, No. 2, 453--482 (2018; Zbl 1411.68100) Full Text: DOI
Kostakis, Orestis; Tatti, Nikolaj; Gionis, Aristides Discovering recurring activity in temporal networks. (English) Zbl 1416.62700 Data Min. Knowl. Discov. 31, No. 6, 1840-1871 (2017). MSC: 62P99 62H30 68T10 PDFBibTeX XMLCite \textit{O. Kostakis} et al., Data Min. Knowl. Discov. 31, No. 6, 1840--1871 (2017; Zbl 1416.62700) Full Text: DOI
Yang, Ning; He, Lifang; Li, Zheng; Yu, Philip S. Reducing uncertainty of dynamic heterogeneous information networks: a fusing reconstructing approach. (English) Zbl 1411.68130 Data Min. Knowl. Discov. 31, No. 3, 879-906 (2017). MSC: 68T05 62H30 68R10 PDFBibTeX XMLCite \textit{N. Yang} et al., Data Min. Knowl. Discov. 31, No. 3, 879--906 (2017; Zbl 1411.68130) Full Text: DOI
Dang, Qi; Zhou, Yadong; Gao, Feng; Sun, Qindong Detecting cooperative and organized spammer groups in micro-blogging community. (English) Zbl 1411.91454 Data Min. Knowl. Discov. 31, No. 3, 573-605 (2017). MSC: 91D30 05C82 68T05 PDFBibTeX XMLCite \textit{Q. Dang} et al., Data Min. Knowl. Discov. 31, No. 3, 573--605 (2017; Zbl 1411.91454) Full Text: DOI
Riondato, Matteo; García-Soriano, David; Bonchi, Francesco Graph summarization with quality guarantees. (English) Zbl 1411.68089 Data Min. Knowl. Discov. 31, No. 2, 314-349 (2017). MSC: 68R10 68P30 68W25 PDFBibTeX XMLCite \textit{M. Riondato} et al., Data Min. Knowl. Discov. 31, No. 2, 314--349 (2017; Zbl 1411.68089) Full Text: DOI
Fang, Meng; Yin, Jie; Zhu, Xingquan Active exploration for large graphs. (English) Zbl 1411.68099 Data Min. Knowl. Discov. 30, No. 3, 511-549 (2016). MSC: 68T05 05C81 05C82 62H30 91D30 PDFBibTeX XMLCite \textit{M. Fang} et al., Data Min. Knowl. Discov. 30, No. 3, 511--549 (2016; Zbl 1411.68099) Full Text: DOI
Riondato, Matteo; Kornaropoulos, Evgenios M. Fast approximation of betweenness centrality through sampling. (English) Zbl 1411.91458 Data Min. Knowl. Discov. 30, No. 2, 438-475 (2016). MSC: 91D30 05C12 05C82 62H30 68W20 68W25 PDFBibTeX XMLCite \textit{M. Riondato} and \textit{E. M. Kornaropoulos}, Data Min. Knowl. Discov. 30, No. 2, 438--475 (2016; Zbl 1411.91458) Full Text: DOI
Kim, Mijung; Candan, K. Selçuk Decomposition-by-normalization (DBN): leveraging approximate functional dependencies for efficient CP and Tucker decompositions. (English) Zbl 1409.68236 Data Min. Knowl. Discov. 30, No. 1, 1-46 (2016). MSC: 68T05 62H30 68P15 PDFBibTeX XMLCite \textit{M. Kim} and \textit{K. S. Candan}, Data Min. Knowl. Discov. 30, No. 1, 1--46 (2016; Zbl 1409.68236) Full Text: DOI
Metzler, Saskia; Miettinen, Pauli Clustering Boolean tensors. (English) Zbl 1405.68298 Data Min. Knowl. Discov. 29, No. 5, 1343-1373 (2015). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{S. Metzler} and \textit{P. Miettinen}, Data Min. Knowl. Discov. 29, No. 5, 1343--1373 (2015; Zbl 1405.68298) Full Text: DOI arXiv
Malmi, Eric; Tatti, Nikolaj; Gionis, Aristides Beyond rankings: comparing directed acyclic graphs. (English) Zbl 1405.68096 Data Min. Knowl. Discov. 29, No. 5, 1233-1257 (2015). MSC: 68P01 62H30 68Q17 68R10 PDFBibTeX XMLCite \textit{E. Malmi} et al., Data Min. Knowl. Discov. 29, No. 5, 1233--1257 (2015; Zbl 1405.68096) Full Text: DOI
Kuhlman, Chris J.; Anil Kumar, V. S.; Marathe, Madhav V.; Ravi, S. S.; Rosenkrantz, Daniel J. Inhibiting diffusion of complex contagions in social networks: theoretical and experimental results. (English) Zbl 1405.91522 Data Min. Knowl. Discov. 29, No. 2, 423-465 (2015). MSC: 91D30 05C82 68Q17 68T20 PDFBibTeX XMLCite \textit{C. J. Kuhlman} et al., Data Min. Knowl. Discov. 29, No. 2, 423--465 (2015; Zbl 1405.91522) Full Text: DOI Link
Wang, Lijun; Dong, Ming Exemplar-based low-rank matrix decomposition for data clustering. (English) Zbl 1403.68217 Data Min. Knowl. Discov. 29, No. 2, 324-357 (2015). MSC: 68T05 15A21 62H30 PDFBibTeX XMLCite \textit{L. Wang} and \textit{M. Dong}, Data Min. Knowl. Discov. 29, No. 2, 324--357 (2015; Zbl 1403.68217) Full Text: DOI
Wang, Chi; Chen, Wei; Wang, Yajun Scalable influence maximization for independent cascade model in large-scale social networks. (English) Zbl 1260.91219 Data Min. Knowl. Discov. 25, No. 3, 545-576 (2012). MSC: 91D30 68T05 05C82 PDFBibTeX XMLCite \textit{C. Wang} et al., Data Min. Knowl. Discov. 25, No. 3, 545--576 (2012; Zbl 1260.91219) Full Text: DOI
Thurau, Christian; Kersting, Kristian; Wahabzada, Mirwaes; Bauckhage, Christian Descriptive matrix factorization for sustainability. Adopting the principle of opposites. (English) Zbl 1235.62002 Data Min. Knowl. Discov. 24, No. 2, 325-354 (2012). MSC: 62-07 62P12 15A23 PDFBibTeX XMLCite \textit{C. Thurau} et al., Data Min. Knowl. Discov. 24, No. 2, 325--354 (2012; Zbl 1235.62002) Full Text: DOI