Modelling and Development of Intelligent Systems: 8th International Conference, MDIS 2022, Sibiu, Romania, October 28-30, 2022, Revised Selected Papers

This book presents the refereed proceedings of the 8th International Conference on Modelling and Development of Intelligent Systems, MDIS 2022, including 21 papers on intelligent systems, machine learning, mathematical models, and dynamic systems.

Format: Paperback / softback
Length: 330 pages
Publication date: 26 February 2023
Publisher: Springer International Publishing AG

The 8th International Conference on Modelling and Development of Intelligent Systems (MDIS 2022) was held in Sibiu, Romania, from October 28 to 30, 2022. This conference brought together experts from around the world to discuss and explore the latest advancements in the field of intelligent systems.

The conference featured a total of 21 papers, which were carefully reviewed and selected from 48 submissions. These papers were organized into four topical sections: intelligent systems for decision support, machine learning, mathematical models for development of intelligent systems, and modelling and optimization of dynamic systems.

The first section, intelligent systems for decision support, covered topics such as decision-making algorithms, data mining, and artificial intelligence. The papers in this section explored how intelligent systems can be used to assist humans in making informed decisions and solving complex problems.

The second section, machine learning, focused on the development and application of machine learning algorithms. The papers in this section discussed various machine learning techniques, such as supervised learning, unsupervised learning, and reinforcement learning, and their applications in fields such as computer vision, natural language processing, and healthcare.

The third section, mathematical models for development of intelligent systems, explored the use of mathematical models to simulate and analyze complex systems. The papers in this section discussed the development of models for decision-making, optimization, and control, as well as their applications in areas such as transportation, energy, and finance.

The fourth section, modelling and optimization of dynamic systems, focused on the development and analysis of models for dynamic systems, such as systems with time-varying parameters, stochastic processes, and complex networks. The papers in this section discussed the use of optimization algorithms, simulation techniques, and machine learning to improve the performance and stability of dynamic systems.

Overall, MDIS 2022 was a successful event that provided a platform for researchers and practitioners to exchange ideas, share their research, and collaborate on developing innovative solutions for intelligent systems. The conference proceedings will be valuable for future research and development in the field of intelligent systems.
The 8th International Conference on Modelling and Development of Intelligent Systems (MDIS 2022) was a groundbreaking event that brought together experts from around the world to explore the latest advancements in the field of intelligent systems. Hosted in Sibiu, Romania, from October 28 to 30, 2022, the conference featured a diverse range of 21 papers, carefully reviewed and selected from 48 submissions. These papers were organized into four topical sections: intelligent systems for decision support, machine learning, mathematical models for development of intelligent systems, and modelling and optimization of dynamic systems.

In the first section, intelligent systems for decision support, the focus was on developing decision-making algorithms and tools that can assist humans in making informed decisions. The papers in this section explored various techniques, such as data mining, artificial intelligence, and machine learning, to analyze large datasets and extract valuable insights. One notable paper in this section discussed the use of decision trees to optimize energy consumption in smart buildings.

The second section, machine learning, delved into the development and application of machine learning algorithms. The papers in this section discussed various techniques, such as supervised learning, unsupervised learning, and reinforcement learning, and their applications in fields such as computer vision, natural language processing, and healthcare. One particularly interesting paper in this section explored the use of deep learning algorithms to classify medical images with high accuracy.

The third section, mathematical models for development of intelligent systems, explored the use of mathematical models to simulate and analyze complex systems. The papers in this section discussed the development of models for decision-making, optimization, and control, as well as their applications in areas such as transportation, energy, and finance. One notable paper in this section discussed the use of agent-based models to simulate the behavior of complex systems.

The fourth section, modelling and optimization of dynamic systems, focused on developing and analyzing models for dynamic systems, such as systems with time-varying parameters, stochastic processes, and complex networks. The papers in this section discussed the use of optimization algorithms, simulation techniques, and machine learning to improve the performance and stability of dynamic systems. One particularly exciting paper in this section explored the use of genetic algorithms to optimize the routing of logistics networks.

Overall, MDIS 2022 was a resounding success, providing a platform for researchers and practitioners to exchange ideas, share their research, and collaborate on developing innovative solutions for intelligent systems. The conference proceedings will be valuable for future research and development in the field of intelligent systems, and it is expected that the insights and discoveries made at MDIS 2022 will have a significant impact on our world in the years to come.

Weight: 557g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031270338
Edition number: 1st ed. 2023