Special Issue on : Mathematical Modelling for Intelligent Systems and Its Real-Time Applications

IF 1.1 Q1 MATHEMATICS

JOURNAL OF INTERDISCIPLINARY MATHEMATICS Pub Date : 2023-01-01 DOI:10.47974/jim-26-3-foreword

Dinesh Goyal

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引用次数: 0

Abstract

The 4th International Conference on Information Management & Machine Intelligence was held at Poornima Institute of Engineering and Technology, Jaipur on 23-24 December 2022. We are pleased to present this special issue on “Mathematical Modelling for Intelligent and Smart Systems” (containing the papers presented at the conference), which aspires to showcase the research and advancements in the development of mathematical modelling techniques in various domains. Mathematical modelling has become an essential activity in the study of simulating physical phenomena through computational processes, enabling us to predict the behaviour of artifacts within their environments. In recent years, machine learning (ML) and artificial intelligence (AI) have emerged as powerful tools in data science and decision-making processes. Mathematical approaches, such as ML, have proven instrumental in developing concise decision models, producing quick approximations, and forecasting changing phenomena based on known samples. The integration of mathematical modelling and machine learning has significantly improved machine intelligence and its applicability in diverse domains.

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特刊:智能系统的数学建模及其实时应用

第四届信息管理与机器智能国际会议于2022年12月23日至24日在斋浦尔普尔尼玛工程技术研究所举行。我们很高兴推出“智能和智能系统的数学建模”特刊(包含在会议上发表的论文)，旨在展示数学建模技术在各个领域的研究和进展。数学建模已经成为通过计算过程模拟物理现象研究中的一项重要活动，使我们能够预测人工制品在其环境中的行为。近年来，机器学习(ML)和人工智能(AI)已经成为数据科学和决策过程中的强大工具。数学方法，如ML，已被证明有助于开发简洁的决策模型，产生快速近似值，并根据已知样本预测变化的现象。数学建模和机器学习的结合极大地提高了机器智能及其在各个领域的适用性。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

JOURNAL OF INTERDISCIPLINARY MATHEMATICS MATHEMATICS-

CiteScore

2.70

自引率

23.50%

发文量

141

期刊介绍： The Journal of Interdisciplinary Mathematics (JIM) is a world leading journal publishing high quality, rigorously peer-reviewed original research in mathematical applications to different disciplines, and to the methodological and theoretical role of mathematics in underpinning all scientific disciplines. The scope is intentionally broad, but papers must make a novel contribution to the fields covered in order to be considered for publication. Topics include, but are not limited, to the following: • Interface of Mathematics with other Disciplines • Theoretical Role of Mathematics • Methodological Role of Mathematics • Interface of Statistics with other Disciplines • Cognitive Sciences • Applications of Mathematics • Industrial Mathematics • Dynamical Systems • Mathematical Biology • Fuzzy Mathematics The journal considers original research articles, survey articles, and book reviews for publication. Responses to articles and correspondence will also be considered at the Editor-in-Chief’s discretion. Special issue proposals in cutting-edge and timely areas of research in interdisciplinary mathematical research are encouraged – please contact the Editor-in-Chief in the first instance.