Action unit detection and key frame selection for human activity prediction
Sign Up to like & getrecommendations! Published in 2018 at "Neurocomputing"
DOI: 10.1016/j.neucom.2018.08.037
Abstract: Abstract Human activity prediction aims to recognize an unfinished activity with limited appearance and motion information. In this paper, we propose to predict an incomplete activity by combining the mid-level action units and the discriminative… read more here.
Keywords: action units; frame; human activity; activity prediction ... See more keywords
The challenges of generalizability in artificial intelligence for ADME/Tox endpoint and activity prediction
Sign Up to like & getrecommendations! Published in 2021 at "Expert Opinion on Drug Discovery"
DOI: 10.1080/17460441.2021.1901685
Abstract: ABSTRACT Introduction Artificial intelligence (AI) has seen a massive resurgence in recent years with wide successes in computer vision, natural language processing, and games. The similar creation of robust and accurate AI models for ADME/Tox… read more here.
Keywords: drug; activity prediction; drug discovery; tox endpoint ... See more keywords
Activities Recognition, Anomaly Detection and Next Activity Prediction Based on Neural Networks in Smart Homes
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3157726
Abstract: In this paper, we propose a unified deep learning model for monitoring elderly in execution of daily life activities such as eating, sleeping or taking medication. The proposed approach consists of three stages which are… read more here.
Keywords: activity prediction; next activity; anomaly detection; recognition anomaly ... See more keywords
DUAPM: An Effective Dynamic Micro-Blogging User Activity Prediction Model Towards Cyber-Physical-Social Systems
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2019.2959791
Abstract: Recent emergence of “microblogging” services has been driving cyber-physical social system (CPSS) as a hot topic in real-world applications. How to efficiently detect and recognise spam and fake accounts becomes an important task where it… read more here.
Keywords: activity prediction; cyber physical; activity; model ... See more keywords