If datasets are small and/or noisy, linear-regression-based algorithms for identifying functional groups outperform more complex versions. حسب Yuanchen Zhao (12905580)

"…<p>We compare the performance of the linear-regression-based Metropolis algorithm to a more expressive version that includes quadratic terms. …"

Efficient Algorithms for GPU Accelerated Evaluation of the DFT Exchange-Correlation Functional حسب Ryan Stocks (16867476)

"…Two approaches, both leveraging batched dense linear algebra, are found to outperform the others across a suite of molecular benchmarks. …"

Linear relationship between ln(methadone concentration) and ln(methadone dose) by enantiomer and <i>CYP2B6</i> genotype function. حسب Andrew H. Talal (8727396)

Linear relationship between ln(methadone metabolism) and ln(methadone dose) by enantiomer and <i>CYP2B6</i> genotype function. حسب Andrew H. Talal (8727396)

Solid lines present trend curves for normalized rolling algorithmic complexity and dashed lines depict the average rolling algorithmic complexity as a function of experimental cond... حسب Mikołaj Biesaga (17816940)

Recommended analysis pipeline for estimating the dimensionality of multi-electrode array recordings. حسب Ege Altan (11768156)

الموضوعات:

Locally sparse function-on-function regression حسب Mauro Bernardi (418110)

"…<p>In functional data analysis, functional linear regression has attracted significant attention recently. …"

DataSheet_1_Superiorization of projection algorithms for linearly constrained inverse radiotherapy treatment planning.pdf حسب Florian Barkmann (15152004)

"…The superiorization prototype solved the linearly constrained planning problem with similar dosimetric performance to that of a general-purpose nonlinear constrained optimizer while showing smooth convergence in both constraint proximity and objective function reduction.…"

DataSheet_1_Superiorization of projection algorithms for linearly constrained inverse radiotherapy treatment planning.pdf حسب Florian Barkmann (15152004)

"…The superiorization prototype solved the linearly constrained planning problem with similar dosimetric performance to that of a general-purpose nonlinear constrained optimizer while showing smooth convergence in both constraint proximity and objective function reduction.…"

DataSheet_1_Superiorization of projection algorithms for linearly constrained inverse radiotherapy treatment planning.pdf حسب Florian Barkmann (15152004)

"…The superiorization prototype solved the linearly constrained planning problem with similar dosimetric performance to that of a general-purpose nonlinear constrained optimizer while showing smooth convergence in both constraint proximity and objective function reduction.…"

Search for Correlations Between the Results of the Density Functional Theory and Hartree–Fock Calculations Using Neural Networks and Classical Machine Learning Algorithms حسب Saadiallakh Normatov (20682324)

Search for Correlations Between the Results of the Density Functional Theory and Hartree–Fock Calculations Using Neural Networks and Classical Machine Learning Algorithms حسب Saadiallakh Normatov (20682324)

Linear interpolation dimension expansion algorithm flowchart. حسب Yuhang Zhang (3144870)

Comparison curve of objective function (). حسب Wanjun Zhang (496858)

Piecewise linear charging function with 2 pieces. حسب Fengjie Fu (7314347)

Comparison curve of objective function (J). حسب Wanjun Zhang (496858)

Convergence curves of different algorithms on the benchmark functions. حسب Aihua Guo (13267712)

Graph of convergence of PSO algorithm fitness function. حسب Mohammed F. Elnaggar (18297954)

Function graph and algorithm iterative graph. حسب WanRu Zhao (18980374)

الموضوعات:

Values of the fitness function for linear kernel LS-SVM algorithm run on various companies’ datasets. حسب Bitanu Chatterjee (15295261)

"…<p>Values of the fitness function for linear kernel LS-SVM algorithm run on various companies’ datasets.…"