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Modelling and Development of Intelligent Systems : 8th International Conference, MDIS 2022, Sibiu, Romania, October 28-30, 2022, Revised Selected Papers / edited by Dana Simian, Laura Florentina Stoica.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Communications in computer and information science 1865-0937 ; 1761
- Communications in Computer and Information Science, 1865-0937 ; 1761
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Data structures (Computer science).
- Information theory.
- Computer science-Mathematics.
- Computer vision.
- Computer networks.
- Artificial Intelligence.
- Data Structures and Information Theory.
- Mathematics of Computing.
- Computer Vision.
- Computer Communication Networks.
- Local Subjects:
- Artificial Intelligence.
- Data Structures and Information Theory.
- Mathematics of Computing.
- Computer Vision.
- Computer Communication Networks.
- Physical Description:
- 1 online resource (XXXI, 330 pages) : 107 illustrations, 93 illustrations in color.
- Edition:
- 1st ed. 2023.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer Nature Switzerland : Imprint: Springer, 2023.
- System Details:
- text file PDF
- Summary:
- 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.
- Contents:
- 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. .
- Other Format:
- Printed edition:
- ISBN:
- 978-3-031-27034-5
- 9783031270345
- Access Restriction:
- Restricted for use by site license.
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