Artificial Life and Evolutionary Computation 15th Italian Workshop, WIVACE 2021, Winterthur, Switzerland, September 15–17, 2021, Revised Selected Papers /
Artificial Life and Evolutionary Computation 15th Italian Workshop, WIVACE 2021, Winterthur, Switzerland, September 15–17, 2021, Revised Selected Papers / [electronic resource] :
edited by Johannes Josef Schneider, Mathias Sebastian Weyland, Dandolo Flumini, Rudolf Marcel Füchslin.
- 1st ed. 2022.
- XIII, 296 p. 99 illus., 71 illus. in color. online resource.
- Communications in Computer and Information Science, 1722 1865-0937 ; .
- Communications in Computer and Information Science, 1722 .
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.
Chapters 4, 5, 6, 7, 22, and 24 are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
9783031239298
10.1007/978-3-031-23929-8 doi
Artificial intelligence.
Computer science--Mathematics.
Computer science.
Computer networks .
Computers, Special purpose.
Computer engineering.
Artificial Intelligence.
Mathematics of Computing.
Theory of Computation.
Computer Communication Networks.
Special Purpose and Application-Based Systems.
Computer Engineering and Networks.
Q334-342 TA347.A78
006.3
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.
Chapters 4, 5, 6, 7, 22, and 24 are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
9783031239298
10.1007/978-3-031-23929-8 doi
Artificial intelligence.
Computer science--Mathematics.
Computer science.
Computer networks .
Computers, Special purpose.
Computer engineering.
Artificial Intelligence.
Mathematics of Computing.
Theory of Computation.
Computer Communication Networks.
Special Purpose and Application-Based Systems.
Computer Engineering and Networks.
Q334-342 TA347.A78
006.3