Context-aware (long short-term memory recurrent neural network) and context-unaware (linear regression) models are contrasted and compared. Different meta-modelling techniques are applied to provide final labels for each dimension based on unimodal predictions. This study shows that context-awareness ...
DPTNet models the speech sequences directly conditioning on context and can learn the order info in speech seqs without positional encodings and model effectively for extremely long sequences of speech signals. 本文使用 Zhihu On VSCode 创作并发布 ...
For more than a century, Markov chain models have had a tremendous effect on research and industry alike in various domains such as physics, chemistry, biology, and computer science. However, limited research has been performed on how to incorporate contextual conditions into the modeling phase. ...
To avoid highly complex models, stakeholders usually try to separa... Marko Rosenmller,N Siegmund,Thomas Thm,... - Workshop on Variability Modeling of Software-intensive Systems 被引量: 53发表: 2011年 Extensions of GAP-tree and its implementation based on a non-topological data model This ...
1 performance of stochastic models (Chua et al., 2018) significantly improves when combined with our method 2 our motivation is that predicting backward transitions can also capture contextual information while mitigating the risk of overly focusing on predicting only the ”seen” forward dynamics. 预...
Amongst them are the lack of context-aware models for access control, and reliance on identity or capability-based access control schemes. Additionally, the unique service access control features required in Web services technology are not captured in existing schemes. In this paper, we motivate ...
Drawing requirements and models from reactive and real-time systems, we propose a self-configurable data mediation infrastructure for Smart Environments an... M Zhao,G Privat,E Rutten,... 被引量: 7发表: 2014年 A New Approach for Accessible Interaction within Smart Homes through Virtual Reality ...
Spatial models for context-aware indoor navigation systems: A survey - Afyouni, Ray, et al. () Citation Context ...translation and rotation[13, 5, 18], it is possible to apply computer vision techniques to mobile indoor navigation systems. Besides developing the applications of indoor ...
Best models are bold, second best models are italic. Ablation study 分别验证三个模块: context-aware representations of questions and responses monotonic attention mechanism Rasch model-based embeddings 1、context-aware representations of questions and responses 对比的模型是 \mathrm{AKT}^{\mathrm{raw}}...
Context-aware application models can provide personalized services to users through user-centric integration of contexts. Recently, several research activities on context integration have been reported. However, the existing research activities don't consider much how contexts are integrated in a unified ...