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Publication search results
found 53 matches
- 2024
- Nourhan Ahmed, Lars Schmidt-Thieme:
Structure-aware decoupled imputation network for multivariate time series. Data Min. Knowl. Discov. 38(3): 1006-1026 (2024) - Hélder Alves, Paula Brito, Pedro Campos:
Community detection in interval-weighted networks. Data Min. Knowl. Discov. 38(2): 653-698 (2024) - Luka Biedebach, María Óskarsdóttir, Erna Sif Arnardóttir, Sigríður Sigurðardóttir, Michael Clausen, Sigurveig Þóra Sigurardóttir, Marta Serwatko, Anna Sigridur Islind:
Anomaly detection in sleep: detecting mouth breathing in children. Data Min. Knowl. Discov. 38(3): 976-1005 (2024) - Ilaria Bombelli, Ichcha Manipur, Mario Rosario Guarracino, Maria Brigida Ferraro:
Representing ensembles of networks for fuzzy cluster analysis: a case study. Data Min. Knowl. Discov. 38(2): 725-747 (2024) - Nestor Cabello, Elham Naghizade, Jianzhong Qi, Lars Kulik:
Fast, accurate and explainable time series classification through randomization. Data Min. Knowl. Discov. 38(2): 748-811 (2024) - Zhenxiang Cao, Nick Seeuws, Maarten De Vos, Alexander Bertrand:
A semi-supervised interactive algorithm for change point detection. Data Min. Knowl. Discov. 38(2): 623-651 (2024) - Zhenxiang Cao, Nick Seeuws, Maarten De Vos, Alexander Bertrand:
Correction: A semi‑supervised interactive algorithm for change point detection. Data Min. Knowl. Discov. 38(2): 652 (2024) - Ninghan Chen, Xihui Chen, Zhiqiang Zhong, Jun Pang:
A tale of two roles: exploring topic-specific susceptibility and influence in cascade prediction. Data Min. Knowl. Discov. 38(1): 79-109 (2024) - Jaewan Chun, Geon Lee, Kijung Shin, Jinhong Jung:
Random walk with restart on hypergraphs: fast computation and an application to anomaly detection. Data Min. Knowl. Discov. 38(3): 1222-1257 (2024) - Dongsheng Duan, Cheng Zhang, Lingling Tong, Jie Lu, Cunchi Lv, Wei Hou, Yangxi Li, Xiaofang Zhao:
An anomaly aware network embedding framework for unsupervised anomalous link detection. Data Min. Knowl. Discov. 38(2): 501-534 (2024) - Simone Fabbrizzi, Xuan Zhao, Emmanouil Krasanakis, Symeon Papadopoulos, Eirini Ntoutsi:
Studying bias in visual features through the lens of optimal transport. Data Min. Knowl. Discov. 38(1): 281-312 (2024) - Simone Fabbrizzi, Xuan Zhao, Emmanouil Krasanakis, Symeon Papadopoulos, Eirini Ntoutsi:
Correction to: Studying bias in visual features through the lens of optimal transport. Data Min. Knowl. Discov. 38(1): 313-314 (2024) - Ashkan Farhangi, Jiang Bian, Arthur Huang, Haoyi Xiong, Jun Wang, Zhishan Guo:
Correction to: AA-forecast: anomaly-aware forecast for extreme events. Data Min. Knowl. Discov. 38(2): 812 (2024) - Navid Mohammadi Foumani, Chang Wei Tan, Geoffrey I. Webb, Mahsa Salehi:
Improving position encoding of transformers for multivariate time series classification. Data Min. Knowl. Discov. 38(1): 22-48 (2024) - Clément Gautrais, Peggy Cellier, Thomas Guyet, René Quiniou, Alexandre Termier:
Sky-signatures: detecting and characterizing recurrent behavior in sequential data. Data Min. Knowl. Discov. 38(2): 372-419 (2024) - Anne Hartebrodt, Richard Röttger, David B. Blumenthal:
Federated singular value decomposition for high-dimensional data. Data Min. Knowl. Discov. 38(3): 938-975 (2024) - Tao He, Ming Liu, Yixin Cao, Meng Qu, Zihao Zheng, Bing Qin:
VEM2L: an easy but effective framework for fusing text and structure knowledge on sparse knowledge graph completion. Data Min. Knowl. Discov. 38(2): 343-371 (2024) - Moritz Herrmann, Daniyal Kazempour, Fabian Scheipl, Peer Kröger:
Enhancing cluster analysis via topological manifold learning. Data Min. Knowl. Discov. 38(3): 840-887 (2024) - Marco Heyden, Edouard Fouché, Vadim Arzamasov, Tanja Fenn, Florian Kalinke, Klemens Böhm:
Adaptive Bernstein change detector for high-dimensional data streams. Data Min. Knowl. Discov. 38(3): 1334-1363 (2024) - Ali Javed, Donna M. Rizzo, Byung Suk Lee, Robert Gramling:
Somtimes: self organizing maps for time series clustering and its application to serious illness conversations. Data Min. Knowl. Discov. 38(3): 813-839 (2024) - Sowon Jeon, Gilhee Lee, Hyoungshick Kim, Simon S. Woo:
Design and evaluation of highly accurate smart contract code vulnerability detection framework. Data Min. Knowl. Discov. 38(3): 888-912 (2024) - Ling Jian, Kai Shao, Ying Liu, Jundong Li, Xijun Liang:
OEC: an online ensemble classifier for mining data streams with noisy labels. Data Min. Knowl. Discov. 38(3): 1101-1124 (2024) - Ashna Jose, João Paulo Almeida de Mendonça, Emilie Devijver, Noël Jakse, Valérie Monbet, Roberta Poloni:
Regression tree-based active learning. Data Min. Knowl. Discov. 38(2): 420-460 (2024) - Georgios Katsimpras, Georgios Paliouras:
Improving Graph Neural Networks by combining active learning with self-training. Data Min. Knowl. Discov. 38(1): 110-127 (2024) - Martin Khannouz, Tristan Glatard:
Mondrian forest for data stream classification under memory constraints. Data Min. Knowl. Discov. 38(2): 569-596 (2024) - Tobias Koopmann, Martin Becker, Florian Lemmerich, Andreas Hotho:
CompTrails: comparing hypotheses across behavioral networks. Data Min. Knowl. Discov. 38(3): 1258-1288 (2024) - Zed Lee, Tony Lindgren, Panagiotis Papapetrou:
Z-Time: efficient and effective interpretable multivariate time series classification. Data Min. Knowl. Discov. 38(1): 206-236 (2024) - Manuele Leonelli, Gherardo Varando:
Structural learning of simple staged trees. Data Min. Knowl. Discov. 38(3): 1520-1544 (2024) - Zhanbo Liang, Jie Guo, Weidong Qiu, Zheng Huang, Shujun Li:
When graph convolution meets double attention: online privacy disclosure detection with multi-label text classification. Data Min. Knowl. Discov. 38(3): 1171-1192 (2024) - Yan Liu, Xue Feng, Jun Lou, Lianyu Hu, Zengyou He:
Central node identification via weighted kernel density estimation. Data Min. Knowl. Discov. 38(3): 1417-1439 (2024)
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