Constraint-based clustering selection
Sign Up to like & getrecommendations! Published in 2017 at "Machine Learning"
DOI: 10.1007/s10994-017-5643-7
Abstract: Clustering requires the user to define a distance metric, select a clustering algorithm, and set the hyperparameters of that algorithm. Getting these right, so that a clustering is obtained that meets the users subjective criteria,… read more here.
Keywords: constraint based; selection; constraint; based clustering ... See more keywords
A constraint-based language for modelling intelligent environments
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Reliable Intelligent Environments"
DOI: 10.1007/s40860-017-0040-3
Abstract: Intelligent environments can be described as hybrid systems, which combine continuous dynamics, modelling the behaviour of physical components, and discrete dynamics, modelling the software components that control the evolution of the physical variables. The growing… read more here.
Keywords: environments constraint; hybrid systems; constraint based; language modelling ... See more keywords
Envelope-constraint-based tracking control of air-breathing hypersonic vehicles
Sign Up to like & getrecommendations! Published in 2019 at "Aerospace Science and Technology"
DOI: 10.1016/j.ast.2019.105429
Abstract: Abstract In this paper, a novel envelope-constraint-based neural controller is addressed for air-breathing hypersonic vehicles with unknown non-affine formulations. The vehicle dynamics is decomposed into velocity subsystem and altitude subsystem that are further described as… read more here.
Keywords: control; constraint based; air breathing; constraint ... See more keywords
Semantic Constraint Based Target Object Recognition
Sign Up to like & getrecommendations! Published in 2018 at "Optik"
DOI: 10.1016/j.ijleo.2017.12.033
Abstract: Abstract With the growth of deep learning, object recognition has received increasing interests and its accuracy has been improved significantly in the past few years, However, high-quality recognition largely depends on a large number of… read more here.
Keywords: object recognition; constraint based; recognition; learning instances ... See more keywords
Constraint-based innovations in agriculture and sustainable development: A scoping review
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Cleaner Production"
DOI: 10.1016/j.jclepro.2019.119001
Abstract: Abstract Constraint-based innovations, including frugal approaches, have attracted increasing interest across disciplines due to their potential to promote sustainable development while meeting Bottom of the Pyramid (BOP) needs. However, the academic literature to date has… read more here.
Keywords: based innovations; constraint based; sustainable development; innovation ... See more keywords
Creation and analysis of biochemical constraint-based models using the COBRA Toolbox v.3.0
Sign Up to like & getrecommendations! Published in 2019 at "Nature Protocols"
DOI: 10.1038/s41596-018-0098-2
Abstract: Constraint-based reconstruction and analysis (COBRA) provides a molecular mechanistic framework for integrative analysis of experimental molecular systems biology data and quantitative prediction of physicochemically and biochemically feasible phenotypic states. The COBRA Toolbox is a comprehensive… read more here.
Keywords: cobra toolbox; constraint based; biology; analysis ... See more keywords
Constraint-based modeling identifies new putative targets to fight colistin-resistant A. baumannii infections
Sign Up to like & getrecommendations! Published in 2017 at "Scientific Reports"
DOI: 10.1038/s41598-017-03416-2
Abstract: Acinetobacter baumannii is a clinical threat to human health, causing major infection outbreaks worldwide. As new drugs against Gram-negative bacteria do not seem to be forthcoming, and due to the microbial capability of acquiring multi-resistance,… read more here.
Keywords: baumannii infections; constraint based; based modeling; colistin resistant ... See more keywords
A constraint-based approach for identifying the urban–rural fringe of polycentric cities using multi-sourced data
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Geographical Information Science"
DOI: 10.1080/13658816.2021.1876236
Abstract: Studies on urban–rural fringes, which represent regions facing various urbanization problems caused by rapid expansion, have steadily increased in recent years. However, problems persist in the qua... read more here.
Keywords: approach identifying; constraint based; rural fringe; identifying urban ... See more keywords
CobraMod: A pathway-centric curation tool for constraint-based metabolic models.
Sign Up to like & getrecommendations! Published in 2022 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btac119
Abstract: SUMMARY COnstraint-Based Reconstruction and Analysis of genome-scale metabolic models has become a widely used tool to understand metabolic network behavior at a large-scale. However, existing reconstruction tools lack functionalities to address modellers' common objective to… read more here.
Keywords: tool; pathway centric; constraint based; metabolic models ... See more keywords
CoBAMP: a Python framework for metabolic pathway analysis in constraint-based models
Sign Up to like & getrecommendations! Published in 2019 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btz598
Abstract: SUMMARY CoBAMP is a modular framework for the enumeration of pathway analysis concepts, such as elementary flux modes (EFM) and minimal cut sets in genome-scale constraint-based models of metabolism. It currently includes the K-shortest EFM… read more here.
Keywords: framework; based models; constraint based; pathway analysis ... See more keywords
Oncogene inference optimization using constraint-based modelling incorporated with protein expression in normal and tumour tissues
Sign Up to like & getrecommendations! Published in 2020 at "Royal Society Open Science"
DOI: 10.1098/rsos.191241
Abstract: Cancer cells are known to exhibit unusual metabolic activity, and yet few metabolic cancer driver genes are known. Genetic alterations and epigenetic modifications of cancer cells result in the abnormal regulation of cellular metabolic pathways… read more here.
Keywords: inference optimization; constraint based; based modelling; using constraint ... See more keywords