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Using neural-genetic hybrid systems for complex decision support
We propose a hybrid system for supporting complex decisions through integrating neural networks (NNs) and genetic algorithms (GAs). We investigate...
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Profiling of Conceptual Systems Based on a Complex of Methods of Psychosemantics and Machine Learning
AbstractA new approach to profiling users of social internet services and the concept of recommender systems based on this approach are presented....
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An Educational Simulation Game Framework and Practice Based on Complex Adaptive Systems Theory: For Fostering Systems Thinking
Background: In an era where complex systems, including economies, ecosystems, and social networks, play a pivotal role, a systems thinking approach... -
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Modeling Human Problem-Solving Behavior in Complex Production Systems
Smart Manufacturing aims to digitize and automate manufacturing and decision-making processes by implementing technological systems ranging from... -
On the Detection of Significant Pairwise Interactions in Complex Systems
Many systems in nature, society and technology are complex systems, i.e., they are composed of numerous parts that interact in a non-linear way... -
Cellular Automata and Discrete Complex Systems 29th IFIP WG 1.5 International Workshop, AUTOMATA 2023, Trieste, Italy, August 30 – September 1, 2023, Proceedings
This book constitutes the proceedings of the 29th IFIP WG 1.5 International Workshop on Cellular Automata and Discrete Complex Systems, AUTOMATA... -
The large key space image encryption algorithm based on modulus synchronization between real and complex fractional-order dynamical systems
This paper constructs and analyzes the dynamical properties of a new fractional-order real hyper-chaotic system and its corresponding complex...
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Synchronization of complex-valued stochastic coupled systems with hybrid impulses via discrete-time state observations control
This paper considers the exponential synchronization of complex-valued stochastic coupled systems with hybrid impulses and Markovian switching via...
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Research on the Meta Synthesis Model of Strategic Risk Management for the Complex Weapon Equipment Systems Development
The strategic management of the complex weapon equipment systems development must carry out effective strategic risk management. Firstly, the concept... -
Mutually trustworthy human-machine knowledge automation and hybrid augmented intelligence: mechanisms and applications of cognition, management, and control for complex systems
In this paper, we aim to illustrate the concept of mutually trustworthy human-machine knowledge automation (HM-KA) as the technical mechanism of...
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Simplify Complex Systems Using Facades
In Chapter 8, you saw how you can redefine some steps in a multistep algorithm to achieve a task. In this chapter, you will look at an application... -
Automating the Design of Complex Systems
This chapter discusses the issue of whether it is possible to automate the design of rather complex workflows needed when addressing more complex... -
A variant of PMHSS iteration method for a class of complex symmetric indefinite linear systems
We propose a variant of PMHSS iteration method for solving and preconditioning a class of complex symmetric indefinite linear systems. The...
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Synchronization in Complex Networks
The study of complex systems pervades all of science, from cell biology to ecology, from computer science to meteorology. A paradigm of a complex... -
A new co-learning method in spatial complex fuzzy inference systems for change detection from satellite images
The detection of spatial and temporal changes (or change detection) in remote sensing images is essential in any decision support system about...
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Controllable AI - An Alternative to Trustworthiness in Complex AI Systems?
The release of ChatGPT to the general public has sparked discussions about the dangers of artificial intelligence (AI) among the public. The European...