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Recent advances in the theory and practice of Logical Analysis of Data

Lejeune, Miguel; Lozin, Vadim; Lozina, Irina; Ragab, Ahmed - In: European journal of operational research : EJOR 275 (2019) 1, pp. 1-15

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Integrated optimization model and algorithm for pattern generation and selection in logical analysis of data

Ouyang, Ruilin; Chou, Chun-An - In: Computers & operations research : and their … 124 (2020), pp. 1-14

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Simple pattern minimality problems : integer linear programming formulations and covering-based heuristic solving approaches

Boccia, Maurizio; Sforza, Antonio; Sterle, Claudio - In: INFORMS journal on computing : JOC 32 (2020) 4, pp. 1049-1060

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Logical analysis of multiclass data with relaxed patterns

Bain, Travaughn C.; Avila-Herrera, Juan F.; Subasi, Ersoy; … - 2020

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EURO journal on computational optimization

2013-[2020]: Heidelberg : Springer - 1.2013-Volume 8, numbers 3/4 (October 2020)

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EURO journal on computational optimization

Amsterdam : Elsevier; 2013-2020: Berlin : Springer - 2013 -

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Linear algebra for data science, machine learning, and signal processing

Fessler, Jeffrey A.; Nadakuditi, Raj Rao - 2024

Maximise student engagement and understanding of matrix methods in data-driven applications with this modern teaching package. Students are introduced to matrices in two preliminary chapters, before progressing to advanced topics such as the nuclear norm, proximal operators and convex...

Persistent link: https://www.econbiz.de/10015160667

Mathematical programming for simultaneous feature selection and outlier detection under l1 norm

Barbato, Michele; Ceselli, Alberto - In: European journal of operational research : EJOR 316 (2024) 3, pp. 1070-1084

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Global convergence of stochastic gradient hamiltonian monte carlo for nonconvex stochastic optimization : nonasymptotic performance bounds and momentum-based acceleration

Gao, Xuefeng; Gürbüzbalaban, Mert; Zhu, Lingjiong - In: Operations research 70 (2022) 5, pp. 2931-2947

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Constrained optimization for stratified treatment rules in reducing hospital readmission rates of diabetic patients

Yu, Haiyan; Yang, Ching-Chi; Yu, Ping - In: European journal of operational research : EJOR 308 (2023) 3, pp. 1355-1364

Persistent link: https://www.econbiz.de/10014311902