This book focuses on exploring the use of software fault prediction in building reliable and robust software systems. It is divided into the following chapters: Chapter 1 presents an introduction to the study and also introduces basic concepts of software fault prediction. Chapter 2 explains the generalized architecture of the software fault prediction process and discusses its various components. In turn, Chapter 3 provides detailed information on types of fault prediction models and disc...

COGNITIVE BEHAVIOR AND HUMAN COMPUTER INTERACTION BASED ON MACHINE LEARNING ALGORITHMSThe objective of this book is to provide the most relevant information on Human-Computer Interaction to academics, researchers, and students and for those from industry who wish to know more about the real-time application of user interface design.Human-computer interaction (HCI) is the academic discipline, which most of us think of as UI design, that focu...

The self-contained properties of discotic liquid crystals (DLCs) render them powerful functional materials for many semiconducting device applications and models for energy and charge migration in self-organized dynamic functional soft materials. The past three decades have seen tremendous interest in this area, fueled primarily by the possibility

The book initially presents the basic concepts related to the Semantic Web, Semantic Web-based applications, Web applications, Ontology, and their qualitative aspects. It then presents the evaluation of the structural quality of modular ontologies and review on metrics for the evaluation of ontology behavior.Further, the book discusses the qualitative evaluation of Semantic Web applications deployed on the Cloud, helping readers understand, maintain, integrate, and reuse these appl...

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Agent-based Semantic Web Service Composition closely examines the various aspects of SWS composition, and explores the concept that a Multi-Agent system can serve as an SWS composition system in which its agents can interact with one another to satisfy a high-level goal. In addition to surveying various proposed multi-agent-based SWS composition models, the book also highlights the cognitive parameter-based semantic web service selection models that can be used in multi-agent-based SWS com...

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Get to grips with a new technology, understand what it is and what it can do for you, and then get to work with the most important features and tasks. Instant GSON is a practical, hands-on guide that will explain the implementation features of the GSON API through examples with code. Instant GSON is for software developers who are new to the GSON library, and who are looking to explore it in depth. You should have some experience in Java programming and Java POJO classes.

HR Analytics: Fundamentals and Applications provides a comprehensive exploration of the role of HR analytics in modern people management. The book covers critical topics such as the impact of HR analytics on organizational performance, the use of predictive models in recruitment and employee performance, and the benefits and challenges of implementing HR analytics. It offers practical tools, techniques, and strategies to enhance HR decision-making. With a focus on real-world applications, ...

pAdvanced Explorations in Machine Learning,Computer Vision, and IoT focuses on the convergence ofmachine learningalgorithms,computer visiontechniques, and Internet of Things (IoT) infrastructures to enable scalable, adaptive, and real-time intelligent applications. /ppBalancing strong theoretical foundations with system-level design considerations, the book serves as a structured guide for readers interested in howadvancedmathematical models andlearningparadigms drive modern AI-enabled IoT...

HR Analytics: Fundamentals and Applications provides a comprehensive exploration of the role of HR analytics in modern people management. The book covers critical topics such as the impact of HR analytics on organizational performance, the use of predictive models in recruitment and employee performance, and the benefits and challenges of implementing HR analytics. It offers practical tools, techniques, and strategies to enhance HR decision-making. With a focus on real-world applications, ...

According to Sanatan Panchang, Nautapa starts when the Sun enters Rohini Nakshatra nine days before the full moon in the Shukla Paksha of the month of Jyeshtha. According to astrological calculations, Nautapa occurs when the Sun is in Rohini Nakshatra and stays between 10 to 20 degrees of Taurus. During these 9 days, the Sun comes very close to the Earth. The Sun stays in this Nakshatra for 15 days, but the heat is very high in the first 9 days. The temperature of the Sun remains the highe...