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020 _a9783031270345
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024 7 _a10.1007/978-3-031-27034-5
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
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072 7 _aCOM004000
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082 0 4 _a006.3
_223
245 1 0 _aModelling and Development of Intelligent Systems
_h[electronic resource] :
_b8th International Conference, MDIS 2022, Sibiu, Romania, October 28–30, 2022, Revised Selected Papers /
_cedited by Dana Simian, Laura Florentina Stoica.
250 _a1st ed. 2023.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2023.
300 _aXXXI, 330 p. 107 illus., 93 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
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490 1 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v1761
505 0 _aIntelligent 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. .
520 _aThis 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.
650 0 _aArtificial intelligence.
650 0 _aData structures (Computer science).
650 0 _aInformation theory.
650 0 _aComputer science
_xMathematics.
650 0 _aComputer vision.
650 0 _aComputer networks .
650 1 4 _aArtificial Intelligence.
650 2 4 _aData Structures and Information Theory.
650 2 4 _aMathematics of Computing.
650 2 4 _aComputer Vision.
650 2 4 _aComputer Communication Networks.
700 1 _aSimian, Dana.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aStoica, Laura Florentina.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031270338
776 0 8 _iPrinted edition:
_z9783031270352
830 0 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v1761
856 4 0 _uhttps://doi.org/10.1007/978-3-031-27034-5
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