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Artificial Intelligence in Software Engineering

Jezik AngleščinaAngleščina
Knjiga Trda
Knjiga Artificial Intelligence in Software Engineering Linda Vickovic
Koda Libristo: 52509679
Založba MDPI AG, maj 2026
The rapid advancement of Artificial Intelligence (AI) has profoundly reshaped software engineering (... Celoten opis
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The rapid advancement of Artificial Intelligence (AI) has profoundly reshaped software engineering (SE). As software systems grow in scale and complexity, traditional methods often struggle to meet demands for speed, adaptability, and reliability. This reprint explores how AI technologies-including machine learning (ML) and natural language processing (NLP)-are revolutionizing the entire SE lifecycle. This Reprint brings together high-quality research demonstrating how tailored AI methodologies reduce human error, improve efficiency, and drive continuous improvement across key development phases: 1. Requirements & Design: Utilizing NLP to analyze stakeholder inputs, and leveraging AI models to automate coding, generate optimized designs, and suggest architectural improvements. 2. Testing & Quality Assurance: Applying ML to detect anomalies, predict failure-prone components, generate robust test cases, and optimize resource allocation. 3. Deployment & Management: Using predictive analytics to foresee risks and accurately estimate timelines, alongside AI-driven CI/CD pipelines for adaptive, autonomous software delivery. 4. Autonomous Maintenance: Highlighting self-healing mechanisms and predictive analytics that minimize downtime and extend software longevity.

Featuring theoretical and experimental studies, novel frameworks, and comprehensive surveys, this issue bridges the gap between AI research and SE practice.

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O knjigi

Polni naslov Artificial Intelligence in Software Engineering
Jezik Angleščina
Vezava Knjiga - Trda
Datum izida 2026
Število strani 254
EAN 9783725877218
ISBN 3725877211
Koda Libristo 52509679
Založba MDPI AG
Teža 749
Mere 170 x 244 x 21
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1 Dodajte knjigo v košarico in izberite dostavo kot darilo 2 V zameno vam bomo poslali kupon 3 Knjiga bo dostavljena na naslov obdarovanca

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