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Artificial intelligence and soft computing = 23rd International Conference, ICAISC 2024, Zakopane, Poland, June 16-20, 2024 : proceedings.. Part II /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Artificial intelligence and soft computing/ edited by Leszek Rutkowski ... [et al.].
其他題名:	23rd International Conference, ICAISC 2024, Zakopane, Poland, June 16-20, 2024 : proceedings.
其他題名:	ICAISC 2024
其他作者:	Rutkowski, Leszek.
團體作者:	International Conference on Artificial Intelligence and Soft Computing
出版者:	Cham :Springer Nature Switzerland : : 2025.,
面頁冊數:	xiv, 394 p. :ill. (chiefly color), digital ;24 cm.
內容註:	I Evolutionary Algorithms and Their Applications. -- MI-DAUKF for Co-Estimation of SOC and SOH in Lithium-ion Batteries. -- Hybridising Genetic Programming Variants for Regression. -- Evolving Velocity Equations for Particle Swarm Optimisation for Function Approximation. -- A Comparison of Genetic Programming and Grammatical Evolution for the Generation of Fuzzy ART Choice Functions. -- Cartesian Genetic Programming with a Modified Selection Operator for Combinational Circuit Design: Arithmetic Multipliers and Adders. -- Automated Design of Multilevel Thresholding using Differential Evolution. -- II Artificial Intelligence in Modeling and Simulation. -- AI-based IoT System for Energy Forecasting and Load Management in Smart Grid. -- Learning Optimal Bidding Strategies in All-Pay Auctions. -- On Handling AI Tasks in CPU with Low Latency and High Performance. -- Utilizing Evolutionary Algorithms for the Synthesis of Cryptographic Substitution Patterns. -- Advanced Steganography in 3D Models: An AI-Powered Approach. -- A Novel Approach to Cancelable Biometrics through Deep Learning Distortion Metrics. -- More individualized survival function estimation using training data clustering. -- Automated Typographic Font Generation Using Artificial Intelligence. -- Model of generative adversarial neural network for font style generation within the original style. -- Eigenmaps - modified PCA-based approach for dimensionality reduction of multivariate time series of geospatial data. -- Evaluation of Dermatological Asymmetry Measure of Shape by Expectation-Maximization. -- Embedding Non-Distortive Cancelable Face Template Generation. -- III Computer Vision, Image and Speech Analysis. -- Dimensionality reduction in multicepstral features for voice spoofing detection: case studies with singular value decomposition, genetic algorithm, and auto-encoder. -- InpaintLocalizer: Detection and Localization of Inpainting Generated by Diffusion-based Machine Learning Models. -- Combining Audio and Image Sequence for Video Moment Retrieval by Natural Language. -- Robust Scale Estimation System for Monocular Mobile Robots using Beacon-based Structure from Motion. -- Explainable Recognition System for Computer-Modified Face Photos. -- Implementing call bots: An architectural guide. -- Identification of mislabelled images with data augmentation. -- Viscosity Estimation in Water-PVP Solutions Through Droplet Image Analysis Using a MobileNet-Enhanced CNN. -- Dynamic Layer Extraction for Floor Plan Generation from Point Clouds. -- Bleeding detection in medical images based on correlation fractional dimension adaptive thresholding. -- Knee or ROC. -- Enhanced Dermatological Asymmetry Measure of Skin Lesions using PCA Method. -- Transformer Based Semantic Segmentation Network for Medical Imaging Application.
Contained By:	Springer Nature eBook
標題:	Artificial intelligence - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-84356-3
ISBN:	9783031843563

Artificial intelligence and soft computing = 23rd International Conference, ICAISC 2024, Zakopane, Poland, June 16-20, 2024 : proceedings.. Part II /
Artificial intelligence and soft computing23rd International Conference, ICAISC 2024, Zakopane, Poland, June 16-20, 2024 : proceedings.Part II /[electronic resource] :ICAISC 2024edited by Leszek Rutkowski ... [et al.]. - Cham :Springer Nature Switzerland :2025. - xiv, 394 p. :ill. (chiefly color), digital ;24 cm. - Lecture notes in computer science,151651611-3349 ;. - Lecture notes in computer science ;15165..

I Evolutionary Algorithms and Their Applications. -- MI-DAUKF for Co-Estimation of SOC and SOH in Lithium-ion Batteries. -- Hybridising Genetic Programming Variants for Regression. -- Evolving Velocity Equations for Particle Swarm Optimisation for Function Approximation. -- A Comparison of Genetic Programming and Grammatical Evolution for the Generation of Fuzzy ART Choice Functions. -- Cartesian Genetic Programming with a Modified Selection Operator for Combinational Circuit Design: Arithmetic Multipliers and Adders. -- Automated Design of Multilevel Thresholding using Differential Evolution. -- II Artificial Intelligence in Modeling and Simulation. -- AI-based IoT System for Energy Forecasting and Load Management in Smart Grid. -- Learning Optimal Bidding Strategies in All-Pay Auctions. -- On Handling AI Tasks in CPU with Low Latency and High Performance. -- Utilizing Evolutionary Algorithms for the Synthesis of Cryptographic Substitution Patterns. -- Advanced Steganography in 3D Models: An AI-Powered Approach. -- A Novel Approach to Cancelable Biometrics through Deep Learning Distortion Metrics. -- More individualized survival function estimation using training data clustering. -- Automated Typographic Font Generation Using Artificial Intelligence. -- Model of generative adversarial neural network for font style generation within the original style. -- Eigenmaps - modified PCA-based approach for dimensionality reduction of multivariate time series of geospatial data. -- Evaluation of Dermatological Asymmetry Measure of Shape by Expectation-Maximization. -- Embedding Non-Distortive Cancelable Face Template Generation. -- III Computer Vision, Image and Speech Analysis. -- Dimensionality reduction in multicepstral features for voice spoofing detection: case studies with singular value decomposition, genetic algorithm, and auto-encoder. -- InpaintLocalizer: Detection and Localization of Inpainting Generated by Diffusion-based Machine Learning Models. -- Combining Audio and Image Sequence for Video Moment Retrieval by Natural Language. -- Robust Scale Estimation System for Monocular Mobile Robots using Beacon-based Structure from Motion. -- Explainable Recognition System for Computer-Modified Face Photos. -- Implementing call bots: An architectural guide. -- Identification of mislabelled images with data augmentation. -- Viscosity Estimation in Water-PVP Solutions Through Droplet Image Analysis Using a MobileNet-Enhanced CNN. -- Dynamic Layer Extraction for Floor Plan Generation from Point Clouds. -- Bleeding detection in medical images based on correlation fractional dimension adaptive thresholding. -- Knee or ROC. -- Enhanced Dermatological Asymmetry Measure of Skin Lesions using PCA Method. -- Transformer Based Semantic Segmentation Network for Medical Imaging Application.

The two-volume set ICAISC 2024 15164, 15165 and 15166 constitutes the refereed proceedings of the 23rd International Conference on Artificial Intelligence and Soft Computing, ICAISC 2024, held in Zakopane, Poland, during June 16-20, 2024. The 96 full papers included in this book were carefully reviewed and selected from 179 submissions. They are organized in topical sections as follows: Part I - neural networks and their applications; pattern classification. Part II - evolutionary algorithms and their applications; artificial intelligence in modeling and simulation; computer vision, image and speech analysis. Part III - various problems of artificial intelligence; bioinformatics, biometrics and medical applications.

ISBN: 9783031843563

Standard No.: 10.1007/978-3-031-84356-3doiSubjects--Topical Terms:

606815
Artificial intelligence
--Congresses.

LC Class. No.: Q334

Dewey Class. No.: 006.3

Artificial intelligence and soft computing = 23rd International Conference, ICAISC 2024, Zakopane, Poland, June 16-20, 2024 : proceedings.. Part II /
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