… In this paper, we propose a novel deeplearning model to examine heterogeneous county-level features and to predict growth of infected cases in the future. The proposed method can …
… To capture nonlinear relationships of heterogeneousfeatures between domains, we also construct neural networks with one hidden layer to approximate { G T , k } 's and { G S , k } 's, …
C Xu, G Zhu, J Shu - Remote Sensing, 2022 - mdpi.com
… (low-level and middle-level features). This study proposes a novel Lie Group deeplearning … and higher-level features from images based on Lie Group machine learning (LGML) and …
X Wu, L Song, R He, T Tan - Proceedings of the AAAI conference on …, 2018 - ojs.aaai.org
… Heterogeneous face matching is a challenge issue … deeplearning (CDL) approach for the heterogeneous face matching. CDL seeks a shared feature space in which the heterogeneous …
Y Ye, L Chen, S Hou, W Hardy, X Li - Knowledge and Information Systems, 2018 - Springer
… a deeplearning architecture can be designed for intelligent malware detection. We propose a heterogeneousdeeplearning … The proposed deeplearning model performs as a greedy …
C Tong, B Liang, J Li, Z Zheng - Journal of medical systems, 2018 - Springer
… Motivated by the remarkable success of deeplearning (DL) techniques in the fields of … kernel learning (MKL) algorithm to process heterogeneousfeatures in this paper. This deep …
C Tong, B Liang, Q Su, M Yu, J Hu… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
… Our model for image feature extraction is pretrained with the … (2) Heterogeneousfeatures including deepfeatures … first study to introduce into the deeplearning CADx system the clinical …
N Bodla, J Zheng, H Xu, JC Chen… - 2017 IEEE winter …, 2017 - ieeexplore.ieee.org
… Although deeplearning has yielded impressive … a deepheterogeneousfeature fusion network to exploit the complementary information present in features generated by different deep …
Z Zhu, X Fan, X Chu, J Bi - Proceedings of the 26th ACM SIGKDD …, 2020 - dl.acm.org
… learning model, called HGCN, to … heterogeneity of HINs, we design a novel heterogeneous graph inception with the holistic HIN as the input, which not only balances relational features …