Lecture Notes in Data Engineering, Computational Intelligence, and Decision Making

2022 International Scientific Conference "Intellectual Systems of Decision-Making and Problems of Computational Intelligence”, Proceedings

AvSergii Babichev,Volodymyr Lytvynenko

Häftad, Engelska, 2022

Del 149 i serien Lecture Notes on Data Engineering and Communications Technologies

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Beskrivning

This book contains of 39 scientific papers which include the results of research regarding the current directions in the fields of data mining, machine learning and decision-making.

Produktinformation

Utgivningsdatum:2022-09-14
Mått:155 x 235 x 40 mm
Vikt:1 107 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes on Data Engineering and Communications Technologies
Antal sidor:721
Förlag:Springer International Publishing AG
ISBN:9783031162022

Utforska kategorier

Artificiell intelligens inom Data och IT

Innehållsförteckning

Application of Convolutional Neural Network for the Gene Expression Data Classification.- Formation of Subsets of Co-Expressed Gene Expression Profiles Based on Joint Use of Fuzzy Inference System, Statistical Criteria and Shannon Entropy.- Mathematical Model of Preparing Process of Bulk Cargo for Transportation by Vessel.- Computer Simulation of Joule-Thomson Effect Based on the Use of Real Gases.- Simulating Soil Organic Carbon Turnover with a Layered Model and Improved Moisture and Temperature Impacts.- Optimization of Coagulant Dosing Process for Water Purification Based on Artificial Neural Networks.- Methodology for Solving Forecasting Problems Based on Machine Learning Methods.- The Comprehensive Model of Using In-Depth Consolidated Multimodal Learning to Study Trading Strategies in the Securities Market.- Mathematical and Computer Model of the Tree Crown Ignition Process from a Mobile Grassroots Fire.- Features of Complex Application of the Formal Method of EVENT-B for Development of Environmental Management Systems.- Ecology Objects Recognition by Optimized Inverse Filtration Of Textured Background.- Information Technology to Assess the Enterprises' Readiness for Innovative Transformations Using Markov Chains.- Method to Find the Original Source of COVID-19 by Genome Sequence and Probability of Electron Capture.- Leader-Follower Strategy of Fixed-Wing Unmanned Aerial Vehicles via Split Rejoin Maneuvers.- Prognostic Assessment of COVID-19 Vaccination Levels.