个性化行为模式生成器(Personalized Behavior Pattern Generator, PBPG),生成器包含两个部分: 动态表征编码,利用高斯分布来描述多行为序列中的实体和关系,得到更具区分性的表征 个性化模式学习,利用自适应高斯生成来精细化通用行为模式,更好地反映用户的个性化偏好。 行为感知协作提取器(Behavior-Aware Collaboration Extracto...
In this chapter, we elaborate on this possibility, discussing user behavior trace collection, representation, and pioneering works on behavior-aware mobile network protocols.doi:10.1007/978-3-642-40066-7_17Wei-Jen HsuUniversity of FloridaAhmed Helmy...
Personalized Behavior-Aware Transformer for Multi-Behavior Sequential Recommendationarxiv.org/html/2402.14473v1 这篇文章用随机性表征计算多行为序列的attention score,可以看作这篇www22文章:Sequential Recommendation via Stochastic Self-Attention的plus版。但说实话,浙大的这篇文章没有人家经典,甚至有些画蛇添...
The ability to accurately predict the trajectory of surrounding vehicles is a critical hurdle to overcome on the journey to fully autonomous vehicles. To address this challenge, we pioneer a novel behavior-aware trajectory prediction model (BAT) that inc
论文阅读:A Generic Behavior-Aware Data Augmentation Framework for Sequential Recommendation 多行为序列推荐的通用行为感知数据增强框架 摘要 多行为序列推荐(MBSR)通过对多行为的顺序性和异质性进行建模,以更好地学习用户的多方面意图,取得了显著成功。尽管这些方法有效,但由于现实世界数据中固有的稀疏性,其性能可能会...
Behavior-aware networked software trustworthiness research methods are proposed in the paper. Firstly, we propose the analysis methods of the consistency between the inferred specification models with component specification model. Then, for analyzing the component interaction behavior, the behavior relativity...
关键词: Behavior-Aware Power saving CPU-GPU Workload Mobile games 会议名称: 2016 IEEE 24th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS) 会议时间: 2016/09/01 主办单位: IEEE
Chen ZY, Fan ZP, Sun M. Behavior-aware user response modeling in social media: Learning from diverse heterogeneous data. Working paper 2013; The University of Texas at San Antonio.Z.Y. Chen, Z.P. Fan, M.H. Sun, Behavior-aware user response modeling in social media: learning from ...
Considering motion behavior in endoscopy, we introduce a pioneering approach named Behavior-Aware Temporal Contrastive Video Representation Learning, referred to as BAT. This is the first method that doesn’t rely on random assembly of clips to create positive and negative pairs for intra-inte...
Behavior-Aware User-Assignment in Hybrid PON Planning 来自 Semantic Scholar 喜欢 0 阅读量: 27 作者:S Lei,H Song 摘要: We investigate an efficient user-assignment scheme for planning a hybrid WDM/TDM-PON by exploiting users' behavior, namely the complementary daily traffic profiles of business ...