Extracting Knowledge from Data through Catalysis Informatics
Sign Up to like & getrecommendations! Published in 2018 at "ACS Catalysis"
DOI: 10.1021/acscatal.8b01708
Abstract: Catalysis informatics is a distinct subfield that lies at the intersection of cheminformatics and materials informatics but with distinctive challenges arising from the dynamic, surface-sensitive, and multiscale nature of heterogeneous catalysis. The ideas behind catalysis… read more here.
Keywords: knowledge data; extracting knowledge; catalysis informatics; catalysis ... See more keywords
Estimating reproductive costs in marine mammal bioenergetic models: a review of current knowledge and data availability
Sign Up to like & getrecommendations! Published in 2023 at "Conservation Physiology"
DOI: 10.1093/conphys/coac080
Abstract: Estimates of how much energy a female needs to reproduce successfully are required to understand the impact of environmental perturbations on marine mammal populations. We review the state of knowledge and data availability on reproductive… read more here.
Keywords: knowledge data; bioenergetic models; data availability; marine mammal ... See more keywords
Knowledge-Data-Driven Flexible Switching Control for Wastewater Treatment Process
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Control Systems Technology"
DOI: 10.1109/tcst.2021.3095849
Abstract: The wastewater treatment process (WWTP), including multiple operation conditions, is a complex industrial process with strong nonlinearity and time-varying dynamics. It is a challenge to design an effective controller for this kind of process. To… read more here.
Keywords: control; knowledge; data driven; flexible switching ... See more keywords
Incorporation of Human Knowledge into Data Embeddings to Improve Pattern Significance and Interpretability
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2022.3209382
Abstract: Embedding is a common technique for analyzing multi-dimensional data. However, the embedding projection cannot always form significant and interpretable visual structures that foreshadow underlying data patterns. We propose an approach that incorporates human knowledge into… read more here.
Keywords: human knowledge; improve pattern; embeddings improve; data embeddings ... See more keywords
Expert knowledge and data analysis for detecting advanced persistent threats
Sign Up to like & getrecommendations! Published in 2017 at "Open Mathematics"
DOI: 10.1515/math-2017-0094
Abstract: Abstract Critical Infrastructures in public administration would be compromised by Advanced Persistent Threats (APT) which today constitute one of the most sophisticated ways of stealing information. This paper presents an effective, learning based tool that… read more here.
Keywords: persistent threats; knowledge data; data analysis; expert knowledge ... See more keywords