Ausgabe 1/2024
Inhalt (13 Artikel)
TenGAN: adversarially generating multiplex tensor graphs
William Shiao, Benjamin A. Miller, Kevin Chan, Paul Yu, Tina Eliassi-Rad, Evangelos E. Papalexakis
Improving position encoding of transformers for multivariate time series classification
Navid Mohammadi Foumani, Chang Wei Tan, Geoffrey I. Webb, Mahsa Salehi
Variable screening for Lasso based on multidimensional indexing
Barbara Żogała-Siudem, Szymon Jaroszewicz
A tale of two roles: exploring topic-specific susceptibility and influence in cascade prediction
Ninghan Chen, Xihui Chen, Zhiqiang Zhong, Jun Pang
Improving Graph Neural Networks by combining active learning with self-training
Georgios Katsimpras, Georgios Paliouras
An attention matrix for every decision: faithfulness-based arbitration among multiple attention-based interpretations of transformers in text classification
Nikolaos Mylonas, Ioannis Mollas, Grigorios Tsoumakas
MODE-Bi-GRU: orthogonal independent Bi-GRU model with multiscale feature extraction
Wei Wang, Wenhan Ruan, Xiangfu Meng
Improving neural network’s robustness on tabular data with D-layers
Haiyang Xia, Nayyar Zaidi, Yishuo Zhang, Gang Li
Z-Time: efficient and effective interpretable multivariate time series classification
Zed Lee, Tony Lindgren, Panagiotis Papapetrou
Can local explanation techniques explain linear additive models?
Amir Hossein Akhavan Rahnama, Judith Bütepage, Pierre Geurts, Henrik Boström
Studying bias in visual features through the lens of optimal transport
Simone Fabbrizzi, Xuan Zhao, Emmanouil Krasanakis, Symeon Papadopoulos, Eirini Ntoutsi
Correction to: Studying bias in visual features through the lens of optimal transport
Simone Fabbrizzi, Xuan Zhao, Emmanouil Krasanakis, Symeon Papadopoulos, Eirini Ntoutsi
Multiple-input neural networks for time series forecasting incorporating historical and prospective context
João Palet, Vasco Manquinho, Rui Henriques