Data Analysis and Optimization

Goldengorin, Boris; Kuznetsov, Sergei

Data Analysis and Optimization

Edited by Boris Goldengorin () and Sergei Kuznetsov ()

in Springer Optimization and Its Applications from Springer, currently edited by Pardalos, Panos, Thai, My T. and Du, Ding-Zhu

Date: 2023
ISBN: 978-3-031-31654-8
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Chapters in this book:

Optimal Layered Defense For Site Protection: Tsvetan Asamov, Emre Yamangil, Endre Boros, Paul B. Kantor and Fred Roberts
Developing and Running a Set of Competitive College/University Blended Courses: Alexander S. Belenky
SARAH-Based Variance-Reduced Algorithm for Stochastic Finite-Sum Cocoercive Variational Inequalities: Aleksandr Beznosikov and Alexander Gasnikov
Dimensionality Reduction Using Pseudo-Boolean Polynomials for Cluster Analysis: Tendai Mapungwana Chikake and Boris Goldengorin
Pseudo-Boolean Polynomials Approach to Edge Detection and Image Segmentation: Tendai Mapungwana Chikake, Boris Goldengorin and Alexey Samosyuk
Purifying Data by Machine Learning with Certainty Levels: Shlomi Dolev and Guy Leshem
On Impact of Data Models on Predictability Assessment of Time Series: Sergey Frenkel
A Three-Step Method for Audience Extension in Internet Advertising Using an Industrial Taxonomy: Dmitry Frolov and Zina Taran
From Prebase in Automata Theory to Data Analysis: Boris Mirkin’s Way: Boris Goldengorin
Manipulability of Aggregation Procedures for the Case of Large Numbers of Voters: Alexander Ivanov
Preferences over Mixed Manna: Alexander Karpov
About Some Clustering Algorithms in Evidence Theory: Alexander Lepskiy
Inferring Multiple Consensus Trees and Supertrees Using Clustering: A Review: Vladimir Makarenkov, Gayane S. Barseghyan and Nadia Tahiri
Anomaly Detection with Neural Network Using a Generator: Alexander S. Markov, Evgeny Yu. Kotlyarov, Natalia P. Anosova, Vladimir A. Popov, Yakov M. Karandashev and Darya E. Apushkinskaya
Controllability of Triangular Systems with Phase Space Change: Irina Sergeevna Maximova
A Parallel Linear Active Set Method: E. Dov Neimand and Şerban Sabău
Mean Values: A Multicriterial Analysis: Vladislav V. Podinovski and Andrey P. Nelyubin
Data and Text Interpretation in Social Media: Urban Planning Conflicts: Maria Pilgun and Nailia Gabdrakhmanova
Visual Explainable Machine Learning for High-Stakes Decision-Making with Worst Case Estimates: Charles Recaido and Boris Kovalerchuk
Algorithm of Trading on the Stock Market, Providing Satisfactory Results: Alexander Rubchinsky and Kristina Baikova
Classification Using Marginalized Maximum Likelihood Estimation and Black-Box Variational Inference: Soroosh Shalileh
Generating Genomic Maps of Z-DNA with the Transformer Algorithm: Dmitry Umerenkov, Vladimir Kokh, Alan Herbert and Maria Poptsova
Manipulation by Coalitions in Voting with Incomplete Information: Yuliya A. Veselova
Rethinking Probabilistic Topic Modeling from the Point of View of Classical Non-Bayesian Regularization: Konstantin Vorontsov

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DOI: 10.1007/978-3-031-31654-8

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