Titlebook: Data Analysis and Optimization; In Honor of Boris Mi Boris Goldengorin,Sergei Kuznetsov Book 2023 The Editor(s) (if applicable) and The Aut

Evocative

SARAH-Based Variance-Reduced Algorithm for Stochastic Finite-Sum Cocoercive Variational Inequalitied, stochastic methods are of great importance. In this paper we consider the problem of stochastic finite-sum cocoercive variational inequalities. For this class of problems, we investigate the convergence of the method based on the SARAH variance reduction technique. We show that for strongly monot

Substitution

Dimensionality Reduction Using Pseudo-Boolean Polynomials for Cluster Analysis,ction in cluster analysis processes. In our experiments, we show that multidimensional data, like 4-dimensional Iris Flower dataset can be reduced to 2-dimensional space while the 30-dimensional Wisconsin Diagnostic Breast Cancer (WDBC) dataset can be reduced to 3-dimensional space, and by searching

蛛丝

Disk199

Purifying Data by Machine Learning with Certainty Levels,nd combine them to solve any problem. This models uses a data-set, or a set of data-items, and data-item is a vector of feature values and a classification. in many cases these data sets includes outlier and/or misleading data items that were created by input device malfunctions, or were maliciously

muffler

On Impact of Data Models on Predictability Assessment of Time Series,f the ML approach, the network traffic predictor is considered as a tool that uses one way or another accumulated statistics over time to draw conclusions about the future behavior of network traffic..However, as the analysis of the literature shows, many modern MO tools do not work efficiently enou

RLS898

placebo-effect

栏杆

Manipulability of Aggregation Procedures for the Case of Large Numbers of Voters,ture that there is no non-dictatorial aggregation procedure which is non-manipulable. A number of papers studying the degree of manipulability of aggregation procedures have been published since then. Such papers either look for theoretical formulae for particular cases or use computer modelling for

altruism

Preferences over Mixed Manna,of Condorcet domains that are called GF-domains. GF-domains are unique Condorcet domains that are weakly minimally rich, semi-connected and contain a pair of mutually reverse preference orders. GF-domains are single-peaked on a circle that leads to a clear interpretation.

Preamble