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Author:   Johannes Josef Schneider ,  Mathias Sebastian Weyland ,  Dandolo Flumini ,  Rudolf Marcel Füchslin
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   1st ed. 2022
Volume:   1722
Weight:   0.480kg
ISBN:  

9783031239281

ISBN 10:   3031239288
Pages:   296
Publication Date:   22 January 2023
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
We will order this item for you from a manufactured on demand supplier.

Table of Contents

"​Networks.- Dynamical criticality in growing networks.- Effective Resistance based Weight Thresholding for Community Detection.- An Oracle for the Optimization of Underconstrained Compositions of Neural Networks - The Tick Hazard Use Case.- Droplets, Fluids, and Synthetic Biology.- Obstacles on the Pathway towards Chemical Programmability using Agglomerations of Droplets.- The Good, the Bad and the Ugly: droplet recognition by a ""shootout""-heuristics.- Exploring the three-dimensional arrangement of droplets.- Geometric restrictions to the agglomeration of spherical particles.- Effectiveness of Dynamic Load Balancing in Parallel Execution of a Subsurface Flow Cellular Automata Model.- Two possible AI-related paths for bottom-up synthetic cell research.- Robot Systems.- A hybrid control system architecture for a mobile robot to provide an energy-efficient and fast data processing.- On the evolution of mechanisms for collective decision making in a swarm of robots.- A novel online adaptation mechanism in artificial systems provides phenotypic plasticity.- Computer Vision and Computational Creativity.- Exploration of Genetic Algorithms and CNN for Melanoma Classification.- Using Genetic Algorithms to optimize a deep learning based system for the prediction of cognitive impairments.- Autonomous inspections of power towers with an UAV.- Self-organizing Maps of Artificial Neural Classifiers - a Brain like Pin Factory.- Evolutionary Music: Statistical Learning and Novelty for automatic improvisation.- Semantic Search.- ARISE: Artificial Intelligence Semantic Search Engine.- Artificial Medicine and Pharmacy.- Influence of the Antigen Pattern Vector on the Dynamics in a Perceptron-based Artificial Immune - Tumour-Ecosystem during and after Radiation Therapy.- Two-level detection of dynamic organization in cancer evolution models.- Artificial chemical neural network for drug discovery applications.- Trade and Finance.- Information Flow Simulations in Multi-Dimensional and Dynamic Systems.- Investigation of the Ramsey-Pierce-Bowman Model.- Ethics in Computational Modelling.- Ethical Aspects of Computational Modelling in Science, Decision Support and Communication."

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