Gram114 发表于 2025-3-21 18:09:58
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Web Genre Classification via Hierarchical Multi-label Classification, of the result web pages. This opens the need for web genre prediction based on the information on the web page. Typically, this task is addressed as multi-class classification, with some recent studies advocating the use of multi-label classification. In this paper, we propose to exploit the web ge小步舞 发表于 2025-3-22 02:10:28
Multi-agent Reinforcement Learning for Control Systems: Challenges and Proposals,. We review the most important MARL algorithms from a control perspective focusing on on-line and model-free methods. We review some of sophisticated developments in the state-of-the-art of single-agent Reinforcement Learning which may be transferred to MARL, listing the most important remaining cha小隔间 发表于 2025-3-22 06:12:01
Optimal Filtering for Time Series Classification,asures, however, seems to completely ignore the possibility of applying a filter first. In this paper, we investigate to what extent the benefit obtained by more complex distance measures may be achieved by simply applying a filter to the original series (while sticking to Euclidean distance). We prInstinctive 发表于 2025-3-22 12:30:42
http://reply.papertrans.cn/47/4696/469585/469585_5.png与野兽博斗者 发表于 2025-3-22 12:55:31
http://reply.papertrans.cn/47/4696/469585/469585_6.png音乐等 发表于 2025-3-22 21:04:04
Managing Monotonicity in Classification by a Pruned Random Forest,do not guarantee to produce model that satisfy the monotonicity constraints. Some algorithms have been developed to manage this issue, such as decision trees which have modified the growing and pruning mechanisms. In this contribution we study the suitability of using these mechanisms in the generat悬挂 发表于 2025-3-22 22:07:22
http://reply.papertrans.cn/47/4696/469585/469585_8.png多节 发表于 2025-3-23 04:33:48
An Extension of Multi-label Binary Relevance Models Based on Randomized Reference Classifier and Lofication. We proposed a novel solution to the problem of correcting Binary Relevance ensembles. The main step of the correction procedure is to compute label-wise competence and cross-competence measures, which model error pattern of the underlying classifier. The method was evaluated using 20 bench充足 发表于 2025-3-23 06:58:44
Fusion of Self-Organizing Maps with Different Sizes,esults of each network. This work presents a methodology to aggregate the results of several Kohonen Self-Organizing Maps in an ensemble. Computational simulations demonstrate an increase in the accuracy classification and the proposed method effectiveness was evidenced by the Wilcoxon Signed Rank T