Cutting Edge Applications Of Computational Intelligence Tools And Techniques

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Cutting Edge Applications Of Computational Intelligence Tools And Techniques

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Author : Kevin Daimi
language : en
Publisher: Springer Nature
Release Date : 2023-11-30

Cutting Edge Applications Of Computational Intelligence Tools And Techniques written by Kevin Daimi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-30 with Computers categories.

The book delivers an excellent professional development resource for educators and practitioners on the cutting-edge computational intelligence techniques and applications. It covers many areas and topics of computational intelligence techniques and applications proposed by computational intelligence experts and researchers and furthers the enhancement of the community outreach and engagement component of computational intelligence techniques and applications. Furthermore, it presents a rich collection of manuscripts in highly regarded computational intelligence techniques and applications topics that have been creatively compiled. Computers are capable of learning from data and observations and providing solutions to real-life complex problems, following the same reasoning approach of human experts in various fields. This book endows a rich collection of applications in widespread areas. Among the areas addressed in this book are Computational Intelligence Principles andTechniques; CI in Manufacturing, Engineering, and Industry; CI in Recognition and Processing; CI in Robotics and Automation; CI in Communications and Networking; CI in Traditional Vehicles, Electric Vehicles, and Autonomous Vehicles; CI in Smart Cities and Smart Energy Systems; and CI in Finance, Business, Economics, and Education. These areas span many topics including repetitive manufacturing, discrete manufacturing, process manufacturing, electronic systems, speech recognition, pattern recognition, signal processing, image processing, industrial monitoring, vision systems for automation and robotics, cooperative and network robotics, perception, planning, control, urban traffic networks control, vehicle-to-roadside communications, smart buildings, smart urbanism, smart infrastructure, smart connected communities, smart energy, security, arts, and music.

Computational Intelligence Techniques And Their Applications To Software Engineering Problems

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Author : Ankita Bansal
language : en
Publisher: CRC Press
Release Date : 2020-09-27

Computational Intelligence Techniques And Their Applications To Software Engineering Problems written by Ankita Bansal and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-27 with Computers categories.

Computational Intelligence Techniques and Their Applications to Software Engineering Problems focuses on computational intelligence approaches as applicable in varied areas of software engineering such as software requirement prioritization, cost estimation, reliability assessment, defect prediction, maintainability and quality prediction, size estimation, vulnerability prediction, test case selection and prioritization, and much more. The concepts of expert systems, case-based reasoning, fuzzy logic, genetic algorithms, swarm computing, and rough sets are introduced with their applications in software engineering. The field of knowledge discovery is explored using neural networks and data mining techniques by determining the underlying and hidden patterns in software data sets. Aimed at graduate students and researchers in computer science engineering, software engineering, information technology, this book: Covers various aspects of in-depth solutions of software engineering problems using computational intelligence techniques Discusses the latest evolutionary approaches to preliminary theory of different solve optimization problems under software engineering domain Covers heuristic as well as meta-heuristic algorithms designed to provide better and optimized solutions Illustrates applications including software requirement prioritization, software cost estimation, reliability assessment, software defect prediction, and more Highlights swarm intelligence-based optimization solutions for software testing and reliability problems

High Performance Automation Methods For Computational Intelligent Systems

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Author : Vijay Kumar Sharma
language : en
Publisher: CRC Press
Release Date : 2025-08-29

High Performance Automation Methods For Computational Intelligent Systems written by Vijay Kumar Sharma and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-29 with Computers categories.

Computational methods are necessary for the proper execution of the applications for the benefit of society and technological development. Technological development makes life easier by constructing powerful systems with the help of computational methods. The nature of computational methods changes from time to time and retains only efficient applicable theories. Researchers take the idea of existing computational systems and advance them as per possible future needs. Efficient computational methods solve complex problems and also help to make the system more intelligent. Automation process requires decision-making computational systems. A more intelligent system contains an efficient computational method, which is described by powerful algorithm development. The aim of this book is to identify the technological development for future computational systems, which ultimately reflects the more intelligent system. Automation has become the need of the hour in today’s world, and hence, the computational systems need to be upgraded to that level to perform the required tasks. The most efficient computational algorithm acts like a human being and offers a full sense of intelligent automation. This book: Presents the latest research trends for the upcoming computational intelligent systems in a comprehensive manner Focuses on the integration of multi-purpose and multi-dimension natural language into intelligent systems Elaborates on nature-inspired and intelligent behaviour-based computational methods to deal with the observation of nature Illustrates applications of quantum cellular energy-efficient computing methods for automation and applications of genetic algorithms in multidisciplinary fields Discusses aspects of intelligent automation like technology-based, architecture-based, logic implementation-based, and the different algorithms-based concepts It is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics and communications engineering, computer science and engineering, and information technology.

Computational Methods For Rational Drug Design

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Author : Mithun Rudrapal
language : en
Publisher: John Wiley & Sons
Release Date : 2025-02-05

Computational Methods For Rational Drug Design written by Mithun Rudrapal and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-05 with Science categories.

Comprehensive resource covering computational tools and techniques for the development of cost-effective drugs to combat diseases, with specific disease examples Computational Methods for Rational Drug Design covers the tools and techniques of drug design with applications to the discovery of small molecule-based therapeutics, detailing methodologies and practical applications and addressing the challenges of techniques like AI/ML and drug design for unknown receptor structures. Divided into 23 chapters, the contributors address various cutting-edge areas of therapeutic importance such as neurodegenerative disorders, cancer, multi-drug resistant bacterial infections, inflammatory diseases, and viral infections. Edited by a highly qualified academic with significant research contributions to the field, Computational Methods for Rational Drug Design explores topics including: Computer-assisted methods and tools for structure- and ligand-based drug design, virtual screening and lead discovery, and ADMET and physicochemical assessments In silico and pharmacophore modeling, fragment-based design, de novo drug design and scaffold hopping, network-based methods and drug discovery Rational design of natural products, peptides, enzyme inhibitors, drugs for neurodegenerative disorders, anti-inflammatory therapeutics, antibacterials for multi-drug resistant infections, and antiviral and anticancer therapeutics Protac and protide strategies in drug design, intrinsically disordered proteins (IDPs) in drug discovery and lung cancer treatment through ALK receptor-targeted drug metabolism and pharmacokinetics Helping readers seamlessly navigate the challenges of drug design, Computational Methods for Rational Drug Design is an essential reference for pharmaceutical and medicinal chemists, biochemists, pharmacologists, and phytochemists, along with molecular modeling and computational drug discovery professionals.

Proceedings Of The 2022 3rd International Conference On Artificial Intelligence And Education Ic Icaie 2022

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Author : Bob Fox
language : en
Publisher: Springer Nature
Release Date : 2024-03-14

Proceedings Of The 2022 3rd International Conference On Artificial Intelligence And Education Ic Icaie 2022 written by Bob Fox and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-14 with Computers categories.

This is an open access book. The 2022 3rd International Conference on Artificial Intelligence and Education(ICAIE 2022) will be held in Chengdu, China during June 24-26, 2022. The meeting focused on the new trends in the development of "artificial intelligence" and "education" under the new situation, and jointly discussed how to empower and promote the high-quality development of "artificial intelligence" and "education". An ideal platform to share views and experiences with industry experts. The conference invites experts and scholars in the field to conduct wonderful exchanges based on their own research results based on the development of the times. The themes are around artificial intelligence technology and applications; intelligent and knowledge-based systems; information-based education; intelligent learning; advanced information theory and neural network technology ; software computing and algorithms; intelligent algorithms and computing and many other topics.

Computational Intelligence Techniques For Sustainable Supply Chain Management

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Author : Sanjoy Kumar Paul
language : en
Publisher: Elsevier
Release Date : 2024-05-24

Computational Intelligence Techniques For Sustainable Supply Chain Management written by Sanjoy Kumar Paul and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-24 with Computers categories.

Sustainable supply chain management involves integrating environmentally and financially viable practices into the complete supply chain lifecycle, from product design and development to material selection and sourcing, manufacturing, packaging, transportation, and distribution. A sustainable supply chain ensures balance between economic, social, and environmental performances – such as better assurance of human rights, ethical work practices, carbon footprint reduction, waste management, and resource efficiency. Computational Intelligence Techniques for Sustainable Supply Chain Management presents state-of-the-art computational intelligence techniques and applications for supply chain sustainability issues and logistic problems, filling the gap between general textbooks on sustainable supply chain management and more specialized literature dealing with methods for computational intelligence. This book focuses on addressing problems in advanced topics in the sustainable supply chain, and will appeal to practitioners, managers, researchers, academicians, students, and professionals interested in sustainable logistics, sustainable procurement, sustainable manufacturing, sustainable inventory and production management, sustainable scheduling, sustainable transportation, and sustainable network design. - Serves as a reference on computational intelligence–enabled sustainable supply chains for graduate students in computer/data science, industrial engineering, industrial ecology, and business - Explores key topics in sustainable supply chain informatics, that is, heuristics, metaheuristics, robotics, simulation, machine learning, big data analytics and artificial intelligence - Provides a foundation for industry leaders and professionals to understand recent and cutting-edge methodologies and technologies in the domain of sustainable supply chain powered by computational intelligence techniques

Computational Methods In Science And Technology

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Author : Sukhpreet Kaur
language : en
Publisher: CRC Press
Release Date : 2024-10-10

Computational Methods In Science And Technology written by Sukhpreet Kaur and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-10 with Technology & Engineering categories.

This book contains the proceedings of the 4TH International Conference on Computational Methods in Science and Technology (ICCMST 2024). The proceedings explores research and innovation in the field of Internet of things, Cloud Computing, Machine Learning, Networks, System Design and Methodologies, Big Data Analytics and Applications, ICT for Sustainable Environment, Artificial Intelligence and it provides real time assistance and security for advanced stage learners, researchers and academicians has been presented. This will be a valuable read to researchers, academicians, undergraduate students, postgraduate students, and professionals within the fields of Computer Science, Sustainability and Artificial Intelligence.

Applications And Principles Of Quantum Computing

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Author : Khang, Alex
language : en
Publisher: IGI Global
Release Date : 2024-01-31

Applications And Principles Of Quantum Computing written by Khang, Alex and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-31 with Science categories.

In a world driven by technology and data, classical computing faces limitations in tackling complex challenges like climate modeling and financial risk assessment. These barriers impede our aspirations to revolutionize industries and solve intricate real-world problems. To bridge this gap, we must embrace quantum computing. Edited by Alex Khang PH, Principles and Applications of Quantum Computing is a transformative solution to this challenge. It delves into the interdisciplinary realms of computer science, physics, and mathematics, unveiling the incredible potential of quantum computing, which outperforms supercomputers by 158 million times. This technology, rooted in quantum mechanics, offers solutions to global problems and opens new frontiers in AI, cybersecurity, finance, drug development, and more. By engaging with this book, you become a pioneer in the quantum revolution, contributing to reshaping the limits of what's achievable in our digital age.

Econometrics

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Author : Samir Ganaka
language : en
Publisher: Educohack Press
Release Date : 2025-02-20

Econometrics written by Samir Ganaka and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-20 with Business & Economics categories.

"Econometrics: The Essentials" takes you on an engaging journey through the world of econometrics, designed to demystify this complex field. In a world where economic decisions shape our daily lives, understanding the interplay between economic theories and statistical methods is crucial. This book, crafted for a diverse global audience with a focus on the United States, serves as your guide through the landscape of econometrics. We present the subject in everyday language, making it accessible to both newcomers and seasoned practitioners. Econometrics is more than numbers—it's about uncovering the stories behind economic phenomena, understanding the drivers of our economies, and helping readers make sense of the complex web of data. The book emphasizes the global relevance of econometric principles while offering insights into the U.S. economic landscape. We explore the impact of fiscal policies, financial markets, and other economic intricacies. Practical concepts such as regression analyses, instrumental variables, and Two-Stage Least Squares Estimation are grounded in relatable scenarios and real-world applications. Our human-centric approach recognizes that behind every data point is a story involving individuals and communities. We illustrate how econometric techniques address pressing issues, from unemployment dynamics to the effectiveness of social programs. "Econometrics: The Essentials" equips readers with the skills to navigate econometrics, fostering a deeper understanding of the empirical realities shaping our world. Whether you're a policymaker, economist, researcher, or curious mind, this book empowers you with the knowledge and tools to unravel the mysteries of econometrics.

Applications Of Three Dimensional Imaging For Craniofacial Region

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Author : Shailendra Singh Rana
language : en
Publisher: Springer Nature
Release Date : 2024-10-18

Applications Of Three Dimensional Imaging For Craniofacial Region written by Shailendra Singh Rana and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-18 with Medical categories.

The book provides sound knowledge of 3D imaging of dentofacial craniofacial region. It guides the students and faculty for understanding the dentofacial craniofacial region in depth. It incorporates the latest techniques, frameworks and technologies in the imaging area of oral health. The book emphasizes on the dentofacial and craniofacial region and thus fills the gap in the medical imaging literature. The development in this book is not only on the imaging techniques but also emphasis will be on the three-dimensional (3D) frameworks to deal the patients for their diagnosis and treatment planning. The chapters of this book are designed in such a way that the readers may get the complete package of the exploration of the imaging clinical applications of craniofacial areas. This book will be helpful not only for the students and faculty but also for the researchers working in the relevant areas. This book will provide easy, simple way but the most authentic material to learn the craniofacial region imaging. In this manual we will incorporates authentic, internationally accepted terms and definition. To make it interesting and simple, our approach is to incorporate the material in systematic manner in a simple and easy way by incorporating maximum illustrations and flowcharts. This book provides sound knowledge of various advanced technologies for dentist imaging. This book will highlights the importance and explore the current research in the dentofacial and craniofacial areas.