Results 31 to 40 of about 50,039 (279)
Community Detection of Multi-Layer Attributed Networks via Penalized Alternating Factorization
Mathematics, 2020 Communities are often associated with important structural characteristics of a complex network system, therefore detecting communities is considered to be a fundamental problem in network analysis.
Jun Liu, Jiangzhou Wang, Binghui Liu
doaj +1 more source
Arab Journal of Basic and Applied Sciences, 2019 In this paper, we have reviewed some penalty function methods for solving constrained optimization problems in the literature and proposed a continuously differentiable logarithmic penalty function which consists of the proposed logarithmic penalty ...
Mansur Hassan, Adam Baharum
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Evolutionary Based ICA With Reference for EEG
IEEE Access, 2018 Independent component analysis with reference (ICA-R), a paradigm of constrained ICA (cICA), incorporates textita priori information about the desired sources as reference signals into the contrast function of ICA.
Swathi Sri Kavuri +2 more
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Sparse Graph Learning Under Laplacian-Related Constraints
IEEE Access, 2021 We consider the problem of learning a sparse undirected graph underlying a given set of multivariate data. We focus on graph Laplacian-related constraints on the sparse precision matrix that encodes conditional dependence between the random variables ...
Jitendra K. Tugnait
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Fuzzy Real-Time Optimization of the Tennessee Eastman Challenge Process [PDF]
Iranian Journal of Chemistry & Chemical Engineering, 2011 A Real-Time Optimization (RTO) strategy incorporating the fuzzy sets theory is developed, where the problem constraints obtained from process considerations are treated in fuzzy environment. Furthermore, the objective function is penalized by a fuzzified
Masoud Golshan +3 more
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Heliyon, 2023 The kriging-based estimation of the different types of atmospheric particulate matter (PM) pollutions defined in the air quality regulation raises some operational problems because the (co)kriging equations are obtained by minimizing a linear combination
Maxime Beauchamp, Bertrand Bessagnet
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Structured penalized regression for drug sensitivity prediction
, 2020 Large-scale {\it in vitro} drug sensitivity screens are an important tool in personalized oncology to predict the effectiveness of potential cancer drugs.
Zhao, Zhi, Zucknick, Manuela
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Alternating direction method of multipliers for penalized zero-variance discriminant analysis [PDF]
, 2015 We consider the task of classification in the high dimensional setting where the number of features of the given data is significantly greater than the number of observations.
Ames, Brendan +2 more
core +3 more sources
Fast stable direct fitting and smoothness selection for Generalized Additive Models [PDF]
, 2007 Existing computationally efficient methods for penalized likelihood GAM fitting employ iterative smoothness selection on working linear models (or working mixed models).
Akaike H. +25 more
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Sharp interface limit for a phase field model in structural optimization
, 2016 We formulate a general shape and topology optimization problem in structural optimization by using a phase field approach. This problem is considered in view of well-posedness and we derive optimality conditions.
Christoph Rupprecht +7 more
core +1 more source