Computational Intelligence and Soft Computing: Recent Applications

• Other Authors: László, Kóczy (Editor), Harmati, István A. (Editor)
• Format: Electronic Book Chapter
• Language: English
• Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
• Subjects: Information technology industries; Computer science; 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
• Online Access: DOAB: download the publication; DOAB: description of the publication

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...