Multi source event forecasting has proven promising but still suffers from several challenges, including 1) geographical hierarchies in multi-source data features, 2) missing values, and 3) characterization of structured feature sparsity. This paper proposes a novel feature learning model that ...
To overcome these limitations, we propose a novel method known as Multi-source Streaming Feature Selection (MSFS) to tackle the feature selection problem for multi-source streaming features. The MSFS algorithm addresses a new feature from a random source in three phases: relevance, intra-source ...
网络释义 1. 多源影像 磁源影像,magnetic source... ... ) magnetic source imaging 磁源性影像 )multi-source image多源影像) source image 源影像 ... www.dictall.com|基于2个网页 2. 多源图像 ... ) multiple heterogeneous images 多源异构图像 )multi-source image多源图像) Multi-source Heterogeneous...
To address the above-defined problem, we leverage the maximal correlation approach14, where the features generated by the pre-trained networks are represented as maximal correlation functions. We particularly look into the multivariate correlation23 of the source features with the target domain, thereby...
A Random Forest Students' Performance Prediction (RFSPP) Model Based on Students' Demographic Features 2021, Proceedings of the 2021 Mohammad Ali Jinnah University International Conference on Computing, MAJICC 2021 Machine Learning Algorithm to Predict Student’s Performance: A Systematic Literature Review...
The second block features a wind turbine and a permanent magnet synchronous generator. Figure 1 Proposed Optimized PV/Wind system with hybrid energy storage system. Full size image To maximize wind power, the proposed approach is HTb (P&O/FLC), combining P&O and FLC methods. The third block ...
Recovery features of kink boundaries upon post-annealing of a hot-extruded Mg-Zn-Y alloy We have investigated a post-annealing effect on microscopic structural changes of kink boundaries (KBs), which have been initially introduced by a hot-extr... YAE Egusa - 《Materials Characterization》 被引...
Table 2. Remote sensing image features and field verification of the important geological units in the Hala'alate mountains 地层名称 典型遥感影像特征 野外露头照片 SPOT5影像 ETM与SPOT5融合影像 ETM影像 下石炭统包古图组(C1b) 下石炭统希贝库拉斯组(C1x) 上石炭统哈拉阿拉特山组(C2h) 上石炭统...
Section 2 describes the AUV fault diagnosis problem with the multi-source data, including multi-source characteristics, data hierarchy, and fault features. Section 3 proposes a fault diagnosis method, including the algorithm framework, encoder–decoder, multi-source data fusion method, and fault ...
The results suggest that the method proposed in this study is capable of accurately identifying crop types at the regional scale, but there is still some uncertainty. First, although texture features were considered, there may still be salt-and-pepper noise in the crop type classification results...