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Computational Intelligence and Soft Computing: Recent Applications

The delicate balance of resource intensity and efficiency of a solution for a very complex problem raises the issue of how these aspects constitute a symmetrical or asymmetrical system. Computational Intelligence (CI) offers a plethora of efficient tools for the potential and rather good quality sol...

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Uloženo v:
Médium: Online
Jazyk:angličtina
Vydáno: MDPI - Multidisciplinary Digital Publishing Institute 2023
Témata:
lung nodule segmentation
3D-UNet
3D-Res2UNet
multi-scale features
deep learning
butterfly optimization algorithm (BOA)
particle swarm optimization (PSO)
cubic map
nonlinear
high dimension
extensional fuzzy numbers
MI-algebras
similarity
arithmetics of fuzzy numbers
orderings
fuzzy interpolation
economic data
air defense system
artificial immune system
command and control
learning classifier system
multi-agent systems
weapon-target assignment
energy optimization
genetic algorithms
multi-objective optimization
artificial neural network simulator
artificial intelligence
artificial bee colony algorithm
global optimization
neural network
nonlinear static system
behavioural finance
imprecision
oriented fuzzy number
oriented present value
oriented return
S-divergence
S-distance
spectral clustering
text summarization
recurrent neural network
embedding
dynamic memory network
fuzzy-rough cognitive network
fuzzy cognitive map
granular computing
fuzzy-rough sets
stability
convergence
discrete bacterial memetic evolutionary algorithm
simulated annealing
flow shop scheduling problem
global sensitivity analysis
Sobol procedure
fast algorithm
convolutional neural network
structure reduction
pruning
quality
feature selection
machine learning
asexual
genetic algorithm
android malicious application detection
bees algorithm
training deep neural networks
metaheuristics
opinion mining
recurrent neural networks
sentiment classification
natural language processing
data augmentation
fine-tuning
generative models
StyleGAN
transfer learning
present value
discount factor
portfolio
finance
optimization
tourist trip design
vehicle routing
key performance indicator (KPI)
anomaly detection
variational auto-encoder (VAE)
support vector data description (SVDD)
FMEA
Fuzzy Logic
greenhouse gases
blockchain
difficulty adjustment
proof-of-work
ANN
AlexNet
COVID-19
TSA
commonsense
knowledge graph
linguistic terms
language models
n/a
thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries
thema EDItEUR::U Computing and Information Technology::UY Computer science
On-line přístup:ONIX_20230511_9783036561554_58
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Shrnutí:The delicate balance of resource intensity and efficiency of a solution for a very complex problem raises the issue of how these aspects constitute a symmetrical or asymmetrical system. Computational Intelligence (CI) offers a plethora of efficient tools for the potential and rather good quality solution of highly complex, often mathematically intractable problems. This "toolbox" is one of the best examples for the study of the above mentioned issue, namely, how to find the best balance, how to establish a symmetry of weights or costs in a particular field, for a particular problem. This special issue presents a number of interesting novel applications of CI for the tackling of a wide variety of difficult problems. The Introduction gives a short insight into the symmetry and asymmetry aspect of the topic.

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