Cyclical inverse interpolation: An approach for the inverse interpolation of black‐box models using tensor product representations
Sign Up to like & getrecommendations! Published in 2021 at "Asian Journal of Control"
DOI: 10.1002/asjc.2490
Abstract: This paper proposes a novel approach to inverse interpolating black‐box models, referred to as the cyclical inverse interpolation method (CIIM). The approach relies on the use of a multivariate surrogate function, expressed as a tensor… read more here.
Keywords: black box; inverse interpolation; approach; box models ... See more keywords
Using process simulators in Chemical Engineering education: Is it possible to minimize the “black box” effect?
Sign Up to like & getrecommendations! Published in 2020 at "Computer Applications in Engineering Education"
DOI: 10.1002/cae.22307
Abstract: Simulators are instrumental to engineers and scientists, in general, and to chemical engineers,more specifically, which enable the optimization and analysis of alternative solutions in a time‐efficient and cost‐effective way. Thus, their integration into Chemical Engineering… read more here.
Keywords: engineering; box effect; black box; chemical engineering ... See more keywords
A delta‐oriented approach to support the safe reuse of black‐box code rewriters
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Software: Evolution and Process"
DOI: 10.1002/smr.2208
Abstract: Large‐scale corrective and perfective maintenance is often automated thanks to rewriting rules using tools such as Python2to3, Spoon, or Coccinelle. Such tools consider these rules as black‐boxes and compose multiple rules by chaining them: giving… read more here.
Keywords: delta oriented; code; black box; box ... See more keywords
How to transfer traditional knowledge about medicinal herbs? or TCM plants: a black box for modern oncologists
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Cancer Research and Clinical Oncology"
DOI: 10.1007/s00432-020-03415-3
Abstract: How could we transfer knowledge about healing plants from other cultures? We analyzed the results of literature search in two exemplary fields—oral mucositis and polyneuropathy. In both systematic searches of existing literature, we found 57… read more here.
Keywords: medicine; knowledge; transfer traditional; black box ... See more keywords
Black box modeling and multiobjective optimization of electrochemical ozone production process
Sign Up to like & getrecommendations! Published in 2017 at "Neural Computing and Applications"
DOI: 10.1007/s00521-017-3057-x
Abstract: In this paper, simultaneous maximization of generated ozone concentration and minimization of electrical energy consumption is investigated in a laboratory-scale electrochemical ozone production system (EOP). Neural network simulation of EOP was carried out for generated… read more here.
Keywords: ozone production; electrochemical ozone; black box; ozone ... See more keywords
Rethinking explainability: toward a postphenomenology of black-box artificial intelligence in medicine
Sign Up to like & getrecommendations! Published in 2022 at "Ethics and Information Technology"
DOI: 10.1007/s10676-022-09631-4
Abstract: In recent years, increasingly advanced artificial intelligence (AI), and in particular machine learning, has shown great promise as a tool in various healthcare contexts. Yet as machine learning in medicine has become more useful and… read more here.
Keywords: explainability; black box; medicine; artificial intelligence ... See more keywords
Lsi2: A black box in plant silicon transport
Sign Up to like & getrecommendations! Published in 2021 at "Plant and Soil"
DOI: 10.1007/s11104-021-05061-1
Abstract: Background Silicon (Si) is widely considered a non-essential but beneficial element for higher plants, providing broad protection against various environmental stresses (both biotic and abiotic), particularly in species that can readily absorb the element. Two… read more here.
Keywords: box plant; plant; lsi2 black; transport ... See more keywords
Opening access to the black box: The need for reporting on the global phosphorus supply chain
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DOI: 10.1007/s13280-019-01240-8
Abstract: Phosphorus (P) is an essential macronutrient in agriculture; however, lack of reporting makes its supply chain a black box. By using literature synthesis on the P challenge, we identify four areas where the reporting process… read more here.
Keywords: supply; supply chain; black box; phosphorus ... See more keywords
Fast Execution of Black-Box Algorithms Through a Piece-Wise Linear Interpolation Technique
Sign Up to like & getrecommendations! Published in 2019 at "Arabian Journal for Science and Engineering"
DOI: 10.1007/s13369-019-04042-y
Abstract: Intricate engineering problems commonly make use of complex algorithms whose implementation requires high-end digital devices which are expensive, bulky, and computationally demanding. More often than not, the greater the expected outcomes are, the higher the… read more here.
Keywords: piece wise; implementation; black box; interpolation technique ... See more keywords
Adaptive Neuro-Fuzzy Black-Box Modeling Based on Instrumental Variable Evolving Algorithm
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Control, Automation and Electrical Systems"
DOI: 10.1007/s40313-016-0285-8
Abstract: In this paper, an online identification algorithm for instrumental variable-based evolving neuro-fuzzy modeling applied to dynamic systems in noisy environment is proposed. The adopted methodology is based on neuro-fuzzy inference system with Takagi–Sugeno evolving structure,… read more here.
Keywords: neuro fuzzy; instrumental variable; adaptive neuro; black box ... See more keywords
Population parametrization of costly black box models using iterations between SAEM algorithm and kriging
Sign Up to like & getrecommendations! Published in 2018 at "Computational and Applied Mathematics"
DOI: 10.1007/s40314-016-0337-5
Abstract: In this article we focus on parametrization of black box models from repeated measurements among several individuals (population parametrization). We introduce a variant of the SAEM algorithm, called KSAEM algorithm, which couples the standard SAEM… read more here.
Keywords: black box; box models; population parametrization; saem algorithm ... See more keywords