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Advances in Haptics and Virtual Reality: Proceedings of 2023 International Conference on Haptics and Virtual Reality (Learning and Analytics in Intelligent Systems #37)
by Jianbo Su Xiuquan QiaoThis book collects selected papers from the 2023 International Conference on Haptics and Virtual Reality (ICHVR 2023), held during December 15–17, 2023. ICHVR 2023 is organized by Southeast University (SEU), Shanghai Jiao Tong University (SJTU) and co-organized by the International Association of Electrical, Electronic and Energy Engineering (IAEEEE). This book gathers together latest findings and insightful ideas from innovative academics and experts in the field of Haptics, Virtual Reality, Human–Computer Interaction, Computer Vision, Computer Arts, Mobile Intelligent Device and Artificial Intelligent Algorithm. This book serves as a valuable resource for staying up-to-date with the state of the art in Haptics and Virtual Reality and serves as a catalyst for further advancements and innovation in these fields, which will provide unique perspectives for readers consisting of professionals, scientists, practitioners, researchers, and graduate students.
Advances in Geophysics, Tectonics and Petroleum Geosciences: Proceedings of the 2nd Springer Conference of the Arabian Journal of Geosciences (CAJG-2), Tunisia 2019 (Advances in Science, Technology & Innovation)
by François Roure Santanu Banerjee Narasimman Sundararajan Mehdi Eshagh Mustapha Meghraoui Helder I. Chaminé Klaus-G. Hinzen André Michard Said MaoucheThis edited book is based on the best papers accepted for presentation during the 2nd Springer Conference of the Arabian Journal of Geosciences (CAJG-2), Tunisia, in 2019. It is of interest to all researchers practicing geophysics/seismology, structural, and petroleum geology.With four sections spanning a large spectrum of geological and geophysical topics with particular reference to Middle East, Mediterranean region, and Africa, this book presents a series of research methods that are nowadays in use for measuring, quantifying, and analyzing several geological domains.It starts with a subsection dedicated to the latest research studies on seismic hazard and risk assessment in Africa presented during the 2019 IGCP-659 meeting organized alongside the CAJG-2. And, it includes new research studies on earthquake geodesy, seismotectonics, archeoseismology and active faulting, well logging methods, geodesy and exploration/theoretical geophysics, petroleum geochemistry, petroleum engineering, structural geology, basement architecture and potential data, tectonics and geodynamics, and thermicity, petroleum, and other georesources. The edited book gives insights into the fundamental questions that address the genesis and evolution of our planet, and this is based on data collection and experimental investigations under physical constitutive laws. These multidisciplinary approaches combined with the geodynamics of tectonic provinces and investigations of potential zones of natural resources (petroleum reservoirs) provide the basis for a more sustainability in the economic development.
Advances in Functional Analysis and Fixed-Point Theory: An Interdisciplinary Approach (Industrial and Applied Mathematics)
by Bipan Hazarika Santanu Acharjee Dragan S. DjordjevićThis book presents a curated selection of recent research in functional analysis and fixed-point theory, exploring their applications in interdisciplinary fields. The primary objective is to establish a connection between the latest developments in functional analysis and fixed-point theory and the broader interdisciplinary research landscape. By doing so, this book aims to address the needs of researchers and experts seeking to stay up-to-date with the cutting-edge research trends in functional analysis, fixed-point theory and related areas. It also aims to pave the way for applying functional analysis and fixed-point theory to solve interdisciplinary problems in various domains, including but not limited to fractional calculus, integral equations, queuing theory, convex analysis, harmonic analysis and wavelet analysis.
Advances in Debris-flow Science and Practice (Geoenvironmental Disaster Reduction)
by Matthias Jakob Scott McDougall Paul SantiThis book provides a summary of the state of the art of all facets of debris-flow science and practice and is designed to be a comprehensive technical reference for practitioners and a state-of-the-art research overview for scientists. It is richly illustrated with equations, graphs, photos, and tables. The book allows students, practitioners, and regulators to get a sense of the current state of the art in this science. Currently, there are 2 to 3 papers published every week on some aspects of debris-flow science. This creates a bewildering amount of literature that cannot be captured by a single individual. This book provides a comprehensive overview of all facets to date, including initial hazard assessments, detailed quantitative risk assessments, debris-flow warning systems, debris-flow mitigation structure designs, and failures of mitigation works, as well as new topics such as climate change effects on debris flows.
Advances in Cryptology – ASIACRYPT 2023: 29th International Conference on the Theory and Application of Cryptology and Information Security, Guangzhou, China, December 4–8, 2023, Proceedings, Part II (Lecture Notes in Computer Science #14439)
by Jian Guo Ron SteinfeldThe eight-volume set LNCS 14438 until 14445 constitutes the proceedings of the 29th International Conference on the Theory and Application of Cryptology and Information Security, ASIACRYPT 2023, held in Guangzhou, China, during December 4-8, 2023.The total of 106 full papers presented in these proceedings was carefully reviewed and selected from 375 submissions. The papers were organized in topical sections as follows: Part I: Secure Multi-party computation; threshold cryptography; . Part II: proof systems - succinctness and foundations; anonymity; Part III: quantum cryptanalysis; symmetric-key cryptanalysis; Part IV: cryptanalysis of post-quantum and public-key systems; side-channels; quantum random oracle model; Part V: functional encryption, commitments and proofs; secure messaging and broadcast; Part VI: homomorphic encryption; encryption with special functionalities; security proofs and security models; Part VII: post-quantum cryptography; Part VIII: quantum cryptography; key exchange; symmetric-key design.
Advances in Control Power Systems and Emerging Technologies: The Proceedings of the International Conference on Electrical Systems and Automation (Volume 2) (Advances in Science, Technology & Innovation)
by Farhad Ilahi Bakhsh Mohamed Bendaoud Amine El Fathi Siano PierluigiThis edited book is an outcome of the selected papers presented at the International Conference on Electrical Systems & Automation, (ICESA 2023) held from 29 to 30 May 2023 at the Faculty of Sciences and Technologies, Al Hoceïma, Morocco. This edited book is divided into two volumes. This volume is divided into four parts, each devoted to distinct yet interconnected aspects of the subject matter. The first part presents the control of electrical machines and power converters. It covers a comparative study of different control approaches, including Proportional-Integral (PI), Fuzzy Logic, and Neural Fuzzy Logic Controllers for Boost Converters. It also presents an innovative approach for single-phase half-bridge inverters and improved direct torque control of dual three-phase permanent magnet synchronous motors. Part 2 of the book, titled "Control Systems & Automation", thoroughly explores advanced control and automation technologies in electrical systems. These chapters collectivelyshowcase the latest developments and research across various engineering domains. Several control approaches have been discussed such as fuzzy control, sliding mode control, artificial neural networks (ANN), and machine learning. The third part highlights emerging technologies and applications in various fields such as mobile robots, industry 4.0, agriculture, and health. The chapters cover a wide range of topics, including intelligent navigation for autonomous robots, self-driving car perception and pedestrian detection, machine learning for cloud and IoT-based smart agriculture, outdoor navigation systems for micro-tractors, healthcare intelligent systems for melanoma image classification, maximizing the performance of Light Emitting Diode Luminaires. The research explores innovative solutions and technologies in different domains, aiming to improve functionality in various applications. Part 4 of this book is dedicated to "Advanced Wireless Communication and Antenna Technology". This part explores cutting-edge developments and innovations in the realm of wireless communication and antenna design, with a focus on their applications and impact in various fields.
Advances in Computational Intelligence Systems: Contributions Presented at the 21st UK Workshop on Computational Intelligence, September 7-9, 2022, Sheffield, UK (Advances in Intelligent Systems and Computing #1454)
by George Panoutsos Mahdi Mahfouf Lyudmila S MihaylovaThe scope of this book is to present the papers included at the 21st UK Workshop on Computational Intelligence (UKCI 2022), hosted by The University of Sheffield, between 7 and 9 September 2022, Sheffield, UK. This marks the first fully in-person UKCI conference, following the pandemic, a testament to the success and resilience of the UKCI community, as well as to the importance of computational intelligence (CI) research. The papers in this book are divided into five sections: fuzzy logic systems, machine learning, hybrid methods and network systems, deep learning and neural networks, and optimization and search.
Advances in Computational Intelligence and Its Applications
by Sheikh Fahad Ahmad Shadab Siddiqui Rajib Debnath Kakali Das Figlu Mohanty Sumit HazraIt is with great pleasure and enthusiasm that we welcome you to the International Conference on Advances in Computational Intelligence and its Applications (ICACIA-2023). In the ever-evolving landscape of technology, computational intelligence stands as a cornerstone, shaping the future of diverse fields and industries. This conference serves as a nexus for researchers, academicians, and industry experts to converge, exchange ideas, and explore the latest advancements in the realm of computational intelligence.
Advances in Brain Inspired Cognitive Systems: 13th International Conference, BICS 2023, Kuala Lumpur, Malaysia, August 5–6, 2023, Proceedings (Lecture Notes in Computer Science #14374)
by Jinchang Ren Amir Hussain Iman Yi Liao Rongjun Chen Kaizhu Huang Huimin Zhao Xiaoyong Liu Ping Ma Thomas MaulThis book constitutes the refereed proceedings of the International Conference on Brain Inspired Cognitive Systems, BICS 2023, held in Kuala Lumpur, Malaysia, in August 2023. The 36 full papers included in this book were reviewed and selected from 58 submissions and are organized in thematic sections as follows: Bio-inspired systems and Neural Computation; Image Recognition, Detection and Classification; Vision and Object Tracking; Data Analysis and Machine Learning and Applications.
Advances in Biometrics for Secure Human Authentication and Recognition
by Phalguni Gupta Dakshina Ranjan Kisku Jamuna Kanta SingThis book showcases the technologies and algorithms being used for human authentication and recognition. Examining the full range of biometrics solutions, including unimodal and multimodal biometrics, the book covers conventional biometric techniques as well as novel systems developed over the past few years. It includes coverage of new biometric algorithms with novel feature extraction techniques, new computer vision approaches, soft computing approaches, and machine learning techniques under a unified framework used in biometrics systems. The text includes model question papers, mathematical notations, and exercises to reinforce understanding.
Advances in Bioengineering and Clinical Engineering: Proceedings of the XXIV Argentinian Congress of Bioengineering (SABI 2023), October 3–6, 2023, Buenos Aires, Argentina - Volume 1 (IFMBE Proceedings #106)
by Ricardo Armentano Fernando Emilio Ballina Rubén Carlos Acevedo Gustavo Javier MeschinoThis book offers a timely snapshot of research, technologies and best practices in the broad area of bioengineering and clinical engineering. It reports on advances in biomechanics, biomedical image processing, biomaterials and tissue engineering. Further, it covers applications of artificial intelligence in biology and medicine, and instrumentation. Gathering the first volume of the proceedings of the XXIV Argentinian Congress of Bioengineering (SABI 2023), held on October 3–6, 2023, in Buenos Aires, Argentina - and organised by the Sociedad Argentina de Bioingeniería, this book provides an extensive source of information for both researchers and professionals in biomedical and clinical engineering.
Advances in Bioengineering and Clinical Engineering: Proceedings of the XXIV Argentinian Congress of Bioengineering (SABI 2023), October 3–6, 2023, Buenos Aires, Argentina - Volume 2 (IFMBE Proceedings #114)
by Ricardo Armentano Fernando Emilio Ballina Rubén Carlos Acevedo Gustavo Javier MeschinoThis book offers a timely snapshot of research, technologies and best practices in the broad area of bioengineering and clinical engineering. Contributions report on advances in biomedical signal processing, biosystem models and 3D printing applications, clinical engineering, and neuromuscolar system analysis and rehabilitation engineering. They also cover developments in bioengineering education. Gathering the second volume of the proceedings of the XXIV Argentinian Congress of Bioengineering (SABI 2023), held on October 3–6, 2023, in Buenos Aires, Argentina - and organised by the Sociedad Argentina de Bioingeniería, this book provides an extensive source of information for both researchers and professionals in biomedical and clinical engineering.
Advances in Antiviral Research (Livestock Diseases and Management)
by Naveen Kumar Yashpal Singh Malik Shailly Tomar Sayeh EzzikouriThis book illustrates advancements in the sophisticated tools and techniques for discovering and designing new antiviral drugs, identifying approved drugs against new and emerging viruses through large-scale computational virtual screening or drug repurposing approaches, and their evaluation in various in vitro and in vivo models. The chapters also cover the challenges associated with the emergence of antiviral drug resistance and possible ways to counter them. It discusses bioinformatics tools and software and computational approaches for the discovery of antivirals. The books also outline approaches for designing broad-spectrum antivirals effective against viruses by epigenetic- and epitranscriptomic-targeted reprogramming. Further, it provides vital details on the procedures for drug applications, clinical trials, and their regulations. Finally, the book provides a comprehensive yet representative description of advances in antiviral research protocols and methodologies suitablefor antiviral researchers at all career stages, including graduate and postgraduate students and policy-makers.
Advances in Air Quality Research in Africa: Proceedings of the First International Conference on Air Quality in Africa (ICAQ'Africa 2022) (Advances in Science, Technology & Innovation)
by Abdelwahid Mellouki Khanneh Wadinga Fomba Bertrand Tchanche Fankam Daniel M. Westervelt Michael R. GiordanoThis book presents the recent findings on air quality in Africa from the virtual event of the first International Conference on Air Quality in Africa (ICAQ 2022), providing a comprehensive overview on many subjects of air pollution that affect African society. It highlights research progress in the chemical and physical characterization of air pollutants, their related respiratory and non-respiratory health effects, measurements and monitoring of air pollutants using satellite remote sensing and modeling techniques, currently implemented abatement policies in different African countries, existing research and networking infrastructures, and novel tools for monitoring air quality. The advances in the development of local cost-effective air quality monitoring tools in Africa as well as the use of low-cost sensors in quantifying air quality levels are presented. This book is an enrichment for researchers, experts, and advocates of air quality, atmospheric chemistry and physics, satellite remote sensing applications, and policymakers in Africa.
Advances in AI for Biomedical Instrumentation, Electronics and Computing: Proceedings of the 5th International Conference on Advances in AI for Biomedical Instrumentation, Electronics and Computing (ICABEC - 2023), 22–23 December 2023, India
by Vibhav Sachan Shahid Malik Ruchita Gautam Parvin KumarThis book contains the proceedings of 5th International Conference on Advances in AI for Biomedical Instrumentation, Electronics and Computing (ICABEC - 2023), which provided an international forum for the exchange of ideas among researchers, students, academicians, and practitioners.It presents original research papers on subjects of AI, Biomedical, Communications & Computing Systems. Some interesting topics it covers are enhancing air quality prediction using machine learning, optimization of leakage power consumption using hybrid techniques, multi-robot path planning in complex industrial dynamic environment, enhancing prediction accuracy of earthquake using machine learning algorithms and advanced machine learning models for accurate cancer diagnostics.Containing work presented by a diverse range of researchers, this book will be of interest to students and researchers in the fields of Electronics and Communication Engineering, Computer Science Engineering, Information Technology, Electrical Engineering, Electronics and Instrumentation Engineering, Computer applications and all interdisciplinary streams of Engineering Sciences.
Advances and Prospects of 3-d Metal-Based Anticancer Drug Candidates
by Farukh Arjmand Sartaj Tabassum Huzaifa Yasir KhanThis book reviews the potential of metallodrugs against different cancer. It summarizes the classification of metal-based anti-cancer drugs, their plausible biochemical and mechanistic pathways, combining drug strategies for hitting multiple therapeutic targets at the intracellular level, and advanced drug delivery strategies. The book covers the metallodrugs for the efficacious treatment of diverse cancerous strains and recent advances in drug delivery strategies that are used for developing these metal-based therapeutics as potent anticancer agents in vitro and in vivo. The book also covers different biophysical and analytical techniques for studying metal-ligand and metal-macromolecular interactions. The book further presents the recent examples of metallomics studies on the different types of cell death induced by metal-based anticancer drugs, especially on the three major forms of programmed cell death (PCD) in mammalian cells: apoptosis, autophagy, and regulated necrosis, alsocalled necroptosis. Lastly, the book explores the modulation of reactive oxygen species (ROS) by metallodrugs.
Advancements in Science and Technology for Healthcare, Agriculture, and Environmental Sustainability: A Review of the Latest Research and Innovations
by Sai Kiran Oruganti Dimitrios A. Karras Srinesh ThakurThis book is the collection of selected articles that appeared at the First International Analytics Conference 2023 held in Hyderabad in virtual mode on February 2nd the 3rd 2023. This informative volume offers a window into recent breakthroughs shaping healthcare, agriculture, and environmental sustainability. It showcases the cutting-edge developments in these essential fields. Explore the progress in healthcare, from personalized medicine to telemedicine and innovative treatments, demonstrating how technology is enhancing patient care and transforming global health. Dive into the agricultural sector, where precision farming, genetic engineering, and sustainable practices are revolutionizing food production. Science and innovation play a key role in building a more resilient and food-secure future.
Advancements in Microbial Biotechnology for Soil Health (Microorganisms for Sustainability #50)
by Ravi Kant Bhatia Abhishek WaliaThis edited book covers the latest trends to improve soil health. It provides an easy-to-understand information to the readers. This book acts as a reference book for various agronomists and research scholars working in the field of agriculture. This edited book covers advanced technologies and practices carried out worldwide to improve soil health. In the present scenario, it is very important to save soil health and replenish it in a sustainable manner from various anthropogenic hazards. As soil is the source to almost all lives on earth and it is duty, the scientific community is developing ways to disseminate and communicate the most recent advancements to restore its health. Content of the book is designed in such a way that it provides a compressive information to the readers to restore the soil health that will ultimately help to improve the health of microbes, animals as well as plants that thrive in the soil and ultimately the quality of life of human being. This book helpsresearch scholars and teachers working in agriculture, horticulture, and environmental management by utilizing advances in microbiology and biotechnology. It is of interest to undergraduate and graduate students, teachers, researchers, environmentalists, agriculture and horticulture scientists, capacity builders, policy makers and all other stakeholders.
Advancement of Optical Methods and Fracture and Fatigue, Volume 3: Proceedings of the 2023 Annual Conference on Experimental and Applied Mechanics (Conference Proceedings of the Society for Experimental Mechanics Series)
by Cosme Furlong Chi-Hung Hwang Gordon Shaw Ryan Berke Garrett Pataky Shelby HutchensAdvancement of Optical Methods and Fracture and Fatigue, Volume 3 of the Proceedings of the 2023 SEM Annual Conference & Exposition on Experimental and Applied Mechanics, the third volume of five from the Conference, brings together contributions to this important area of research and engineering. The collection presents early findings and case studies on fundamental and applied aspects of Experimental Mechanics, including papers in the following general technical research areas:Extreme EnvironmentsInterfacial FractureIntegration of Models & ExperimentsMechanics of Energy & Energetic MaterialsIntegration of Models & ExperimentsIn Situ Techniques for Fatigue & FractureMicroscale & Microstructural Effects on Mechanical BehaviorCharacterization Across Length ScalesExtreme Conditions & Environmental EffectsDamage, Fatigue and FractureStructure, Function and Performance
Advanced Techniques for Endoscopic Resection in the GI Tract
by Dennis Yang Peter Draganov Takuji GotodaSurgery has traditionally been the standard of care for the treatment of neoplastic lesions in the gastrointestinal tract. With advances in endoscopic resection techniques, there has been a paradigm shift in how to approach many of these precancerous and early cancerous lesions. Potential advantages of endoscopic resection include its minimally invasiveness which often translates into quicker patient recovery. In recent years, there have been major strides in safety and efficacy of minimally invasive endoscopic approaches with ongoing advances in therapeutic endoscopy. Advanced Techniques for Endoscopic Resection in the GI Tract by Drs. Peter V. Draganov, Takuji Gotoda, and Dennis J. Yang provides an in-depth analysis of the current state of advanced endoscopic techniques for the evaluation and resection in the gastrointestinal tract. Each chapter in the book addresses specific topics such as: endoscopic evaluation of lesions technical aspects of the procedure management of adverse events post-procedural care and follow-up Advanced Techniques for Endoscopic Resection in the GI Tract provides a comprehensive review of all the different aspects of advanced endoscopic resection in the gastrointestinal tract which makes it ideal for interventional GI endoscopists and general gastroenterologists, as well as surgeons.
Advanced Server Virtualization: VMware and Microsoft Platforms in the Virtual Data Center
by David Marshall Wade A. Reynolds Dave McCroryPresenting practical guidelines and examples, Advanced Server Virtualization emphasizes design, implementation, and management from both a technical and consultative point of view. It features step-by-step guidelines for planning, deployment, installing, configuring, and creating virtual servers. Covering Microsoft Virtual Server and VMware, it addresses platform-specific virtualization features such as virtual machines, hard drives, networking, and resource management. It offers best practices that allow users to avoid common pitfalls and achieve success faster during server virtualization implementations. It also discusses software licensing issues and the cost-benefits of deploying virtual servers.
Advanced Practice Nurse Networking to Enhance Global Health (Advanced Practice in Nursing)
by Melanie Rogers Daniela Lehwaldt Josette Roussel Michelle AcornThis book is the first bringing together the work of the ICN NP/APN Network, recognised as the leading authority on advanced practice nursing globally. Since its inception a wide range of projects have been conducted. This book offers readers an overview of global developments led by the Network on advanced practice in addition to findings related to education, research, health policy and clinical practice. This volume recognises the benefits and challenges associated with the development of advanced practice nursing globally. It begins with an overview of the Network before discussing some of the global challenges. The second section of the book presents a variety of the Network's projects and evidence informed data on APN role. This book presents the global context of advanced practice in a variety of settings; As such it is relevant for APNs, students, health policy makers, educators and researchers.
Advanced Paediatric Life Support: A Practical Approach to Emergencies (Advanced Life Support Group)
by Stephanie SmithADVANCED PAEDIATRIC LIFE SUPPORT A PRACTICAL APPROACH TO EMERGENCIES The gold standard for treating paediatric emergencies Advanced Paediatric Life Support: A Practical Approach to Emergencies is the internationally renowned manual on emergency paediatric care. Written to support the course run by the Advanced Life Support Group, the book uses their structured approach: a tried and tested practical method of treating children during the crucial first few hours of a life-threatening illness or injury. Advanced Paediatric Life Support is used by doctors, nurses and allied health professionals dealing with emergencies in children. Its clear layout and straightforward style make it a highly practical tool both for training and in the event of an emergency. In the seventh edition you will find descriptions of both common and uncommon paediatric emergencies which you may encounter in clinical practice, their causes, and how to best treat them during the first hours after presentation. This book offers a thoroughly evidence-based approach to its subject, which includes: The latest International Liaison Committee on Resuscitation (ILCOR) 2021 guidelines A thorough introduction to the structured approach to paediatric emergencies, including important non-technical skills and communication Comprehensive explorations of the seriously ill child, including airway and breathing, circulation, decreased consciousness, seizures and exposure Practical discussions of the seriously injured child, including examinations of chest, abdominal, brain and spinal injuries Evidence-based life support treatment and the practical application of the Advanced Paediatric Life Support structured management Perfect for emergency care physicians, nurses and other allied health professionals, Advanced Paediatric Life Support: A Practical Approach to Emergencies will also benefit paediatric clinicians, doctors-in-training and anyone else with an interest in the team management and treatment of paediatric emergencies.
Advanced Nanoscale MOSFET Architectures: Current Trends and Future Perspectives
by Angsuman Sarkar Kalyan BiswasComprehensive reference on the fundamental principles and basic physics dictating metal–oxide–semiconductor field-effect transistor (MOSFET) operation Advanced Nanoscale MOSFET Architectures provides an in-depth review of modern metal–oxide–semiconductor field-effect transistor (MOSFET) device technologies and advancements, with information on their operation, various architectures, fabrication, materials, modeling and simulation methods, circuit applications, and other aspects related to nanoscale MOSFET technology. The text begins with an introduction to the foundational technology before moving on to describe challenges associated with the scaling of nanoscale devices. Other topics covered include device physics and operation, strain engineering for highly scaled MOSFETs, tunnel FET, graphene based field effect transistors, and more. The text also compares silicon bulk and devices, nanosheet transistors and introduces low-power circuit design using advanced MOSFETs. Additional topics covered include: High-k gate dielectrics and metal gate electrodes for multi-gate MOSFETs, covering gate stack processing and metal gate modification Strain engineering in 3D complementary metal-oxide semiconductors (CMOS) and its scaling impact, and strain engineering in silicon–germanium (SiGe) FinFET and its challenges and future perspectives TCAD simulation of multi-gate MOSFET, covering model calibration and device performance for analog and RF applications Description of the design of an analog amplifier circuit using digital CMOS technology of SCL for ultra-low power VLSI applications Advanced Nanoscale MOSFET Architectures helps readers understand device physics and design of new structures and material compositions, making it an important resource for the researchers and professionals who are carrying out research in the field, along with students in related programs of study.
Advanced Machine Learning with Evolutionary and Metaheuristic Techniques (Computational Intelligence Methods and Applications)
by Jayaraman Valadi Krishna Pratap Singh Muneendra Ojha Patrick SiarryThis book delves into practical implementation of evolutionary and metaheuristic algorithms to advance the capacity of machine learning. The readers can gain insight into the capabilities of data-driven evolutionary optimization in materials mechanics, and optimize your learning algorithms for maximum efficiency. Or unlock the strategies behind hyperparameter optimization to enhance your transfer learning algorithms, yielding remarkable outcomes. Or embark on an illuminating journey through evolutionary techniques designed for constructing deep-learning frameworks. The book also introduces an intelligent RPL attack detection system tailored for IoT networks. Explore a promising avenue of optimization by fusing Particle Swarm Optimization with Reinforcement Learning. It uncovers the indispensable role of metaheuristics in supervised machine learning algorithms. Ultimately, this book bridges the realms of evolutionary dynamic optimization andmachine learning, paving the way for pioneering innovations in the field.