Artificial Intelligence for System Oriented Design : Proceedings of 8th Computational Methods in Systems and Software 2024, Volume 1 / edited by Radek Silhavy, Petr Silhavy.

Format:

Book

Author/Creator:

Silhavy, Radek.

Contributor:

Silhavy, Petr.

Series:

Lecture Notes in Networks and Systems, 2367-3389 ; 1489

Language:

English

Subjects (All):

Computational intelligence.

Software engineering.

Computational Intelligence.

Software Engineering.

Local Subjects:

Computational Intelligence.

Software Engineering.

Physical Description:

1 online resource (778 pages)

Edition:

1st ed. 2025.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2025.

Summary:

This book bridges theory and practice in modern computing, showcasing the latest research in systems design, software engineering, and innovative problem-solving. Across the book, contributors introduce fresh methods for modeling, testing, and optimization, while demonstrating how data-driven techniques and thoughtfully crafted architectures boost system reliability. By bringing together specialists from a wide range of fields, the proceedings foster meaningful collaboration and knowledge-sharing. Detailed case studies illuminate common hurdles and offer practical, evidence-based solutions, giving industry professionals, academic researchers, and students techniques they can immediately apply to real-world projects and future challenges. With its clear focus on forward progress, this collection serves as an essential guide to the next phase of computational development.

Contents:

Analysis of the Psychophysiological Characteristics of Athletes

Using the fuzzy logic models for analysis of time phases of crude oil prices: Brent-Europe

Forecasting for Japanese yen to dollar exchange rate based on fuzzy logic

Design and Implementation of an IOT-Driven Smart Watering System for Cucumber Plantations

Construction of a Multidimensional Data Cube for a Factual Database: Feature Extraction Using the Principal Component Analysis Based on the Example of Repression Statistics by Region

Reduction of Uncertainty in the Information Field

Comparison of tracking systems for monitoring human hands and body in virtual reality

Transparency and Traceability of Agriculture Product Supply Chain with the Use of Blockchain Technology- Desktop Review Paper

Analysis of forecasting accuracy depending on various hyperparameters of neural network training

Classification of motor activity of the human upper limbs based on the analysis of electromyograms

Correlation and regression analysis using real-time audio and video conferencing

Electromagnetic compability of LiFiMAX devices

Data acquisition and preparation algorithm for manipulator control in musculoskeletal rehabilitation system

Using Markov Chain Model to Forecasting of the Agricultural Industry Development

The Effect of Different Diacritic Settings on the Accuracy of Sentiment Analysis in Czech and Slovak Slavic Languages Upon Transfer-Learning

Toward a New Measure of Product Indistinguishability based on Changing Relationships with other Products

AI Adoption in Academia: Diverse Perspectives from Students and Teachers

Information Process Management based on trajectory Analysis in Multidimensional Metric Spaces

A comprehensive evaluation of the efficacy and limitations of nutrition software using machine learning

The impact of artificial intelligence on the enterprise architecture

Comparison of machine learning algorithms for the identification of pain caused by lumbar disc herniation

Physics and Forecasting of Nonstationary Time Series based on the Moving Window Method and Neurotechnologies

Impact of the mine tailings pond water filling on the hydrogeomechanical state of the enclosing dam

Systematic Review for the automatic image classification of skin cancer based on machine learning techniques

Enhancing Hospital Resource Planning through Predictive Analytics for Costs and Bed Allocations

Artificial neural networks in evaluation of clinical parameters of actinic dermatitis

A Two-Stage Dimension Reduction and Clustering Framework for Financial Behavior and Socio-demographic Profiling

The Unforeseen Blackout and Cyber Risk Management for Business Continuity: Network-Oriented Computational Analysis

Adaptive Defence Mechanisms: An Adaptive Network Model to Protect HiX Systems Against Cyber Attacks

Transparency in Detecting Man-in-the-Middle Attacks on SS7 Networks Using SHAP Explainable AI

Cyber Risk Management and Organisational Alignment Using Endley’s Risk Management Model: Computational Analysis from an Adaptive Dynamical System Perspective

The audit of information systems is a crucial aspect of en-suring the economic security of a business

Implementation of a cross-platform simulator application in the process of learning a foreign language for students of technical specialties

A set of scientific and technical marketing methods based on the use of social networks

Using Deep Learning Algorithms for Breast Cancer Prediction and Diagnosis

Identification of key meteorological drought factors using machine learning

Robust Breast Cancer Detection Model Based on Machine Learning

Computer Vision Model for the Pre-diagnosis of Autism from Facial Images

Exploring Novel Image Generation via Script-Directed Scene Formation

Approximate Estimation of the Volume of Educational Material Mastered by Students in the Process of E-Learning

Comparative Analysis of Convolutional Neural Networks and Long Short-Term Memory for Predicting Speeding Violations on Roads

Robust Model for Melanoma Classification Using Deep Learning and Machine Learning Techniques

Application of Polynomial Regression in Assessing Students' Academic Performance in Blended Learning.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

3-031-96798-4

OCLC:

1544963443