Data Min. Knowl. Discov.

Keyphrases

Publications

volume 38, number 1, 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) (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) (2024)
Barbara Zogala-Siudem, Szymon Jaroszewicz
Variable screening for Lasso based on multidimensional indexing. Data Min. Knowl. Discov. 38 (1) (2024)
João Palet, Vasco M. Manquinho, Rui Henriques
Multiple-input neural networks for time series forecasting incorporating historical and prospective context. Data Min. Knowl. Discov. 38 (1) (2024)
Georgios Katsimpras, Georgios Paliouras
Improving Graph Neural Networks by combining active learning with self-training. Data Min. Knowl. Discov. 38 (1) (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) (2024)
Nikolaos Mylonas, Ioannis Mollas, Grigorios Tsoumakas
An attention matrix for every decision: faithfulness-based arbitration among multiple attention-based interpretations of transformers in text classification. Data Min. Knowl. Discov. 38 (1) (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) (2024)
William Shiao, Benjamin A. Miller, Kevin Chan, Paul L. Yu, Tina Eliassi-Rad, Evangelos E. Papalexakis
TenGAN: adversarially generating multiplex tensor graphs. Data Min. Knowl. Discov. 38 (1) (2024)
Amir Hossein Akhavan Rahnama, Judith Bütepage, Pierre Geurts, Henrik Boström
Can local explanation techniques explain linear additive models? Data Min. Knowl. Discov. 38 (1) (2024)
Haiyang Xia, Nayyar Zaidi, Yishuo Zhang, Gang Li
Improving neural network's robustness on tabular data with D-layers. Data Min. Knowl. Discov. 38 (1) (2024)
Wei Wang, Wenhan Ruan, Xiangfu Meng
MODE-Bi-GRU: orthogonal independent Bi-GRU model with multiscale feature extraction. Data Min. Knowl. Discov. 38 (1) (2024)
Zed Lee, Tony Lindgren, Panagiotis Papapetrou
Z-Time: efficient and effective interpretable multivariate time series classification. Data Min. Knowl. Discov. 38 (1) (2024)

volume 38, number 2, 2024

volume 37, number 5, 2023

volume 37, number 6, 2023