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Modelling and development of intelli...

International Conference on Modelling and Development of Intelligent Systems (2022 :)

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Modelling and development of intelligent systems = 8th International Conference, MDIS 2022, Sibiu, Romania, October 28-30, 2022 : revised selected papers /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Modelling and development of intelligent systems/ edited by Dana Simian, Laura Florentina Stoica.
其他題名:	8th International Conference, MDIS 2022, Sibiu, Romania, October 28-30, 2022 : revised selected papers /
其他題名:	MDIS 2022
其他作者:	Simian, Dana.
團體作者:	International Conference on Modelling and Development of Intelligent Systems
出版者:	Cham :Springer Nature Switzerland : : 2023.,
面頁冊數:	xxxi, 330 p. :ill., digital ;24 cm.
內容註:	Intelligent Systems for Decision Support -- Effective LSTM Neural Network with Adam Optimizer for Improving Frost Prediction in Agriculture Data Stream -- Gaze Tracking: A Survey of Devices, Libraries and Applications -- Group Decision-Making Involving Competence of Experts in Relation to Evaluation Criteria: Case Study for e-Commerce Platform Selection -- Transparency and Traceability for AI-based Defect Detection in PCB Production -- Tasks Management Using Modern Devices -- Machine Learning -- A Method for Target Localization by Multistatic Radars -- Intrusion Detection by XGBoost Model Tuned by Improved Social Network Search Algorithm -- Bridging the Resource Gap in Cross-lingual Embedding Space -- Classification of Microstructure Images of Metals using Transfer Learning -- Generating Jigsaw Puzzles and an AI Powered Solver -- Morphology of Convolutional Neural Network with Diagonalized Pooling -- Challenges and Opportunities in Deep Learning Driven Fashion Design and Textiles Patterns Development -- Feature Selection and Extreme Learning Machine Tuning by Hybrid Sand Cat Optimization Algorithm for Diabetes Classification -- Enriching SQL-Driven Data Exploration With Different Machine Learning Models -- Mathematical Models for Development of Intelligent Systems -- Analytical Solution of the Simplest Entropiece Inversion Problem -- Latent Semantic Structure in Malicious Programs -- Innovative Lattice Sequences Based on Component by Component Construction Method for Multidimensional Sensitivity Analysis -- On an Optimization of the Lattice Sequence for the Multidimensional Integrals Connected with Bayesian Statistics -- Modelling and Optimization of Dynamic Systems -- Numerical Optimization Identification of a Keller-Segel Model for Thermoregulation in Honey Bee Colonies in Winter -- Gradient Optimization in Reconstruction of the Diffusion Coefficient in a Time Fractional Integro-Differential Equation of Pollution in Porous Media -- Flash Flood Simulation Between Slănic and Vărbilău Rivers in Vărbilău Village, Prahova County, Romania, Using Hydraulic Modeling and GIS Techniques.
Contained By:	Springer Nature eBook
標題:	Artificial intelligence - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-27034-5
ISBN:	9783031270345

Modelling and development of intelligent systems = 8th International Conference, MDIS 2022, Sibiu, Romania, October 28-30, 2022 : revised selected papers /
Modelling and development of intelligent systems8th International Conference, MDIS 2022, Sibiu, Romania, October 28-30, 2022 : revised selected papers /[electronic resource] :MDIS 2022edited by Dana Simian, Laura Florentina Stoica. - Cham :Springer Nature Switzerland :2023. - xxxi, 330 p. :ill., digital ;24 cm. - Communications in computer and information science,17611865-0937 ;. - Communications in computer and information science ;1761..

Intelligent Systems for Decision Support -- Effective LSTM Neural Network with Adam Optimizer for Improving Frost Prediction in Agriculture Data Stream -- Gaze Tracking: A Survey of Devices, Libraries and Applications -- Group Decision-Making Involving Competence of Experts in Relation to Evaluation Criteria: Case Study for e-Commerce Platform Selection -- Transparency and Traceability for AI-based Defect Detection in PCB Production -- Tasks Management Using Modern Devices -- Machine Learning -- A Method for Target Localization by Multistatic Radars -- Intrusion Detection by XGBoost Model Tuned by Improved Social Network Search Algorithm -- Bridging the Resource Gap in Cross-lingual Embedding Space -- Classification of Microstructure Images of Metals using Transfer Learning -- Generating Jigsaw Puzzles and an AI Powered Solver -- Morphology of Convolutional Neural Network with Diagonalized Pooling -- Challenges and Opportunities in Deep Learning Driven Fashion Design and Textiles Patterns Development -- Feature Selection and Extreme Learning Machine Tuning by Hybrid Sand Cat Optimization Algorithm for Diabetes Classification -- Enriching SQL-Driven Data Exploration With Different Machine Learning Models -- Mathematical Models for Development of Intelligent Systems -- Analytical Solution of the Simplest Entropiece Inversion Problem -- Latent Semantic Structure in Malicious Programs -- Innovative Lattice Sequences Based on Component by Component Construction Method for Multidimensional Sensitivity Analysis -- On an Optimization of the Lattice Sequence for the Multidimensional Integrals Connected with Bayesian Statistics -- Modelling and Optimization of Dynamic Systems -- Numerical Optimization Identification of a Keller-Segel Model for Thermoregulation in Honey Bee Colonies in Winter -- Gradient Optimization in Reconstruction of the Diffusion Coefficient in a Time Fractional Integro-Differential Equation of Pollution in Porous Media -- Flash Flood Simulation Between Slănic and Vărbilău Rivers in Vărbilău Village, Prahova County, Romania, Using Hydraulic Modeling and GIS Techniques.

This book constitutes the refereed proceedings of the 8th International Conference on Modelling and Development of Intelligent Systems, MDIS 2022, held in Sibiu, Romania, during October 28-30, 2022. The 21 papers included in this book were carefully reviewed and selected from 48 submissions. They were organized in the following topical sections as follows: intelligent systems for decision support; machine learning; mathematical models for development of intelligent systems; and modelling and optimization of dynamic systems.

ISBN: 9783031270345

Standard No.: 10.1007/978-3-031-27034-5doiSubjects--Topical Terms:

606815
Artificial intelligence
--Congresses.

LC Class. No.: Q334

Dewey Class. No.: 006.3

Modelling and development of intelligent systems = 8th International Conference, MDIS 2022, Sibiu, Romania, October 28-30, 2022 : revised selected papers /
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