Springer Proceedings in Mathematics & Statistics

Decision Mathematics, Statistical Learning and Data Mining

Chronologie aller Bände (1 - 2)

Reihe: Springer Proceedings in Mathematics & Statistics

Die Reihenfolge beginnt mit dem Buch "Decision Mathematics, Statistical Learning and Data Mining". Wer alle Bücher der Reihe nach lesen möchte, sollte mit diesem Band von Wan Fairos Wan Yaacob beginnen. Der zweite Teil der Reihe "Lie Theory and its Applications in Physics" ist am 13.11.2024 erschienen. Die Reihe umfasst derzeit 2 Bände. Der neueste Band trägt den Titel "Lie Theory and its Applications in Physics".

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Diese Reihenfolge enthält 2 unterschiedliche Autoren.

Cover: Decision Mathematics, Statistical Learning and Data Mining
  • Autor: Wan Yaacob, Wan Fairos
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  • Medium: Buch
  • Veröffentlicht: 06.10.2024
  • Genre: Sonstiges

Decision Mathematics, Statistical Learning and Data Mining

This book is a collection of selected research papers presented at the Mathematics, Statistics and Computing Technology (ICMSCT2023), held at the UST Angelicum College, Philippines, from 20th to 21st September 2023. This biennial event is a result from collaborations of university partners in Malaysia, Thailand, Indonesia and Philippines.

Increasing investment in digital technologies is a challenge faced by most countries after the crisis caused by COVID-19 and the demand of technological revolution 4.0. Indirectly, regardless of their level of development, they take into account the importance of redesigning strategies for resilient and sustainable regional economic development, increasing regional resilience and minimizing recovery costs as a basis for development. In such situation, this book gather discussion, viewpoints and findings on the recent works of mathematical and computing technology applications in order to propose solutions to overcome adversity of digital resilience.

This book covers a wide range of topics on applied mathematics, which includes decision mathematics and also applied statistics covering statistical learning with applications. In addition, the book also highlight the latest application of statistical mining and data visualization, particularly on data mining, machine learning and data visualization. Editors believe this book will interest and influence researchers on the recent techniques, methodologies and applications to ensure digital resilience and support future research.

Cover: Lie Theory and its Applications in Physics
  • Autor: Dobrev, Vladimir
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  • Medium: Buch
  • Veröffentlicht: 13.11.2024
  • Genre: Sonstiges

Lie Theory and its Applications in Physics

This volume presents modern trends in the area of symmetries and their applications based on contributions to the workshop "Lie Theory and Its Applications in Physics" held in Sofia (Bulgaria) in June 2023.

Traditionally, Lie theory is a tool to build mathematical models for physical systems. Recently, the trend is towards geometrization of the mathematical description of physical systems and objects. A geometric approach to a system yields in general some notion of symmetry, which is very helpful in understanding its structure. Geometrization and symmetries are meant in their widest sense, i.e., representation theory, algebraic geometry, number theory, infinite-dimensional Lie algebras and groups, superalgebras and supergroups, groups and quantum groups, noncommutative geometry, symmetries of linear and nonlinear partial differential operators, special functions, and others. Furthermore, the necessary tools from functional analysis are included. This is a large interdisciplinary and interrelated field.

The topics covered in this volume from the workshop represent the most modern trends in the field: Representation Theory, Symmetries in String Theories, Symmetries in Gravity Theories, Supergravity, Conformal Field Theory, Integrable Systems, Polylogarithms, and Supersymmetry. They also include Supersymmetric Calogero-type models, Quantum Groups, Deformations, Quantum Computing and Deep Learning, Entanglement, Applications to Quantum Theory, and Exceptional Quantum Algebra for the standard model of particle physics

This book is suitable for a broad audience of mathematicians, mathematical physicists, and theoretical physicists, including researchers and graduate students interested in Lie Theory.

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