SelfMatch: Robust semisupervised time‐series classification with self‐distillation
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22957
Abstract: Over the years, a number of semisupervised deep‐learning algorithms have been proposed for time‐series classification (TSC). In semisupervised deep learning, from the point of view of representation hierarchy, semantic information extracted from lower levels is… read more here.
Keywords: semantic information; time series; selfmatch; robust semisupervised ... See more keywords
The Role of Simple Semantics in the Process of Artificial Grammar Learning
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Psycholinguistic Research"
DOI: 10.1007/s10936-017-9494-y
Abstract: This study investigated the effect of semantic information on artificial grammar learning (AGL). Recursive grammars of different complexity levels (regular language, mirror language, copy language) were investigated in a series of AGL experiments. In the… read more here.
Keywords: artificial grammar; semantic information; grammar; grammar learning ... See more keywords
Enhancing pencil drawing patterns via using semantic information
Sign Up to like & getrecommendations! Published in 2021 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-021-11028-2
Abstract: Pencil drawing is recognized as a typical non-photorealistic visual art form. It is attractive to automatically generate high-quality pencil drawings from real-world photographs. Traditional model-based methods are highlighted in their interpretability, but are limited in… read more here.
Keywords: drawing patterns; pencil; pencil drawing; semantic information ... See more keywords
Traditional Chinese medicine symptom normalization approach leveraging hierarchical semantic information and text matching with attention mechanism
Sign Up to like & getrecommendations! Published in 2021 at "Journal of biomedical informatics"
DOI: 10.1016/j.jbi.2021.103718
Abstract: Traditional Chinese medicine (TCM) symptom normalization is difficult because the challenges of the symptoms having different literal descriptions, one-to-many symptom descriptions and different symptoms sharing a similar literal description. We propose a novel two-step approach… read more here.
Keywords: medicine; hierarchical semantic; symptom normalization; semantic information ... See more keywords
Syntactic and semantic information extraction from NPP procedures utilizing natural language processing integrated with rules
Sign Up to like & getrecommendations! Published in 2020 at "Nuclear Engineering and Technology"
DOI: 10.1016/j.net.2020.08.010
Abstract: Abstract: Procedures play a key role in ensuring safe operation at nuclear power plants (NPPs). Development and maintenance of a large number of procedures reflecting the best knowledge available in all relevant areas is a… read more here.
Keywords: information; npp; npp procedures; procedures utilizing ... See more keywords
Shared neural codes for visual and semantic information about familiar faces in a common representational space
Sign Up to like & getrecommendations! Published in 2021 at "Proceedings of the National Academy of Sciences of the United States of America"
DOI: 10.1073/pnas.2110474118
Abstract: Significance Our brain processes faces of close others differently than faces of visually familiar individuals. While both types of faces activate similar visual areas, faces of close others activate areas involved in processing social and… read more here.
Keywords: personally familiar; information familiar; semantic information; visual semantic ... See more keywords
The influence of shifting perspective on episodic and semantic details during autobiographical memory recall
Sign Up to like & getrecommendations! Published in 2022 at "Memory"
DOI: 10.1080/09658211.2022.2061003
Abstract: ABSTRACT Shifting to a novel visual perspective during retrieval influences autobiographical memories (AM) and can lead to persistent changes in memories. Adopting an observer-like compared to an own eyes perspective reduces episodic information during AM… read more here.
Keywords: semantic information; recall; shifting perspective; episodic semantic ... See more keywords
The effect of sleep and semantic information on associative novel word learning
Sign Up to like & getrecommendations! Published in 2022 at "Memory"
DOI: 10.1080/09658211.2022.2142243
Abstract: ABSTRACT This study investigated the effect of overnight sleep on associative novel word learning and examined whether the effects of sleep on word learning are modulated by the provision of semantic information. Seventy-five healthy young… read more here.
Keywords: semantic information; word learning; novel word; word ... See more keywords
A Coarse to Fine Indoor Visual Localization Method Using Environmental Semantic Information
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2899049
Abstract: In this paper, we focus on the camera localization problem using visual semantic information. In contrast to the state of the artworks which often use visual features to do localization, we here propose a coarse… read more here.
Keywords: localization; localization method; coarse fine; visual localization ... See more keywords
A Unified Approach to Semantic Information and Communication Based on Probabilistic Logic
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DOI: 10.1109/access.2022.3228563
Abstract: Traditionally, studies on technical communication (TC) are based on stochastic modeling and manipulation. This is not sufficient for semantic communication (SC) where semantic elements are logically connected, rather than stochastically correlated. To fill this void,… read more here.
Keywords: semantic information; unified approach; probabilistic logic; communication ... See more keywords
Performance Optimization for Semantic Communications: An Attention-Based Reinforcement Learning Approach
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal on Selected Areas in Communications"
DOI: 10.1109/jsac.2022.3191112
Abstract: In this paper, a semantic communication framework is proposed for textual data transmission. In the studied model, a base station (BS) extracts the semantic information from textual data, and transmits it to each user. The… read more here.
Keywords: information; semantic information; reinforcement learning; based reinforcement ... See more keywords