Multi Approach In Study
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A Multi Disciplinary Approach To The Study Of Political Efficacy In Adolescence
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Author : Keith Ray Billingsley
language : en
Publisher:
Release Date : 1972
A Multi Disciplinary Approach To The Study Of Political Efficacy In Adolescence written by Keith Ray Billingsley and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1972 with Political psychology categories.
A Systems Biology Approach To Study Metabolic Syndrome
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Author : Matej Orešič
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-09-24
A Systems Biology Approach To Study Metabolic Syndrome written by Matej Orešič and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-09-24 with Medical categories.
The aim of this book is to provide the target audience, specifically students of Medicine, Biology, Systems Biology and Bioinformatics, as well as experienced researchers in research fields relevant to metabolic syndrome (MetS) with an overview of the challenges and opportunities in systems biology and how it can be used to tackle MetS. In particular, the aims are: (1) to provide an introduction to the key biological processes involved in the pathophysiology of MetS; (2) through the use of specific examples, provide an introduction to the latest technologies that use a systems biology approach to study MetS; and (3) to give an overview of the mathematical modeling approaches for studying MetS. The clearly written chapters by leading experts in the field provides detailed descriptions crucial for the unique position of this book and its focus on the application of systems biology to tackle specific pathophysiologically relevant aspects of MetS and provides a valuable practical guide to this research community.
Multiple Perspectives On The Study Of Life
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Author : Lema Habash, Nicolas
language : en
Publisher: Universidad del Bosque
Release Date : 2024-03-30
Multiple Perspectives On The Study Of Life written by Lema Habash, Nicolas and has been published by Universidad del Bosque this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-30 with Philosophy categories.
The infinite multiplicity of existing life forms calls for equally multiple approaches to studying the living. However, no approach will ever be capable of exhausting the various perspectives required for research on life. This impossibility is not only given by the unmanageable task of establishing an infinitely multidisciplinary approach but also by the diverse and ever-changing subject matters that can potentially fall under the category of the living. This book is nevertheless an e ort in that direction: acknowledging a multiplicity of ways in which life forms may be studied, and a diversity of disciplinary perspectives suited for this task.
Generic Multi Agent Reinforcement Learning Approach For Flexible Job Shop Scheduling
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Author : Schirin Bär
language : en
Publisher: Springer Nature
Release Date : 2022-10-01
Generic Multi Agent Reinforcement Learning Approach For Flexible Job Shop Scheduling written by Schirin Bär and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-01 with Computers categories.
The production control of flexible manufacturing systems is a relevant component that must go along with the requirements of being flexible in terms of new product variants, new machine skills and reaction to unforeseen events during runtime. This work focuses on developing a reactive job-shop scheduling system for flexible and re-configurable manufacturing systems. Reinforcement Learning approaches are therefore investigated for the concept of multiple agents that control products including transportation and resource allocation.
Multiple Approaches To Inhibit Restenosis After Percutaneous Coronary Interventions
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Author : Xiaoshun Liu
language : en
Publisher: Leuven University Press
Release Date : 2004
Multiple Approaches To Inhibit Restenosis After Percutaneous Coronary Interventions written by Xiaoshun Liu and has been published by Leuven University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Medical categories.
This is a Ph.D. dissertation. Restenosis occurs in 10-50% of patients after PCI, thus remaining a major challenge. Restenosis after PCI is a complex, multifactorial, overlapping wound healing process involving a cascade of cellular and molecular events including platelet activation, inflammatory cell infiltration, smooth muscle cell proliferation, migration and extracellular matrix production. Recent evidence shows that inflammation, matrix metalloproteinases and free oxygen radicals all play a critical role in the restenosis process. Different approaches to prevent restenosis after PCI were studied in this work. Restenosis has been remarkably reduced in the last decade with the introduction of stents. Stents have been optimized regarding their mechanical features, allowing for scaffolding of the plaque and producing an optimal coronary lumen at the end of the procedure. By their metallic nature however, they cause prolonged and chronic inflammation in the vessel wall. Therefore, the long term efficacy remains a concern. In the first study, the author evaluated the long-term follow-up of patients that underwent bare metal stent implantation. The long-term efficacy of this stent was established, and the major adverse cardiac events (MACE) during the long-term follow-up were mainly caused by progression of lesions in other vessels. This study confirmed that implantation of a bare metal stent in an effective treatment modality of atherosclerotic coronary disease. However, in-stent restenosis still results in a failure of this treatment in about 30% of the patients, mostly occurring within the first 6 months.
Multi Aspect Learning
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Author : Richi Nayak
language : en
Publisher: Springer Nature
Release Date : 2023-08-28
Multi Aspect Learning written by Richi Nayak and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-28 with Computers categories.
This book offers a detailed and comprehensive analysis of multi-aspect data learning, focusing especially on representation learning approaches for unsupervised machine learning. It covers state-of-the-art representation learning techniques for clustering and their applications in various domains. This is the first book to systematically review multi-aspect data learning, incorporating a range of concepts and applications. Additionally, it is the first to comprehensively investigate manifold learning for dimensionality reduction in multi-view data learning. The book presents the latest advances in matrix factorization, subspace clustering, spectral clustering and deep learning methods, with a particular emphasis on the challenges and characteristics of multi-aspect data. Each chapter includes a thorough discussion of state-of-the-art of multi-aspect data learning methods and important research gaps. The book provides readers with the necessary foundational knowledge to apply these methods to new domains and applications, as well as inspire new research in this emerging field.
A Collaborative Siege Method Of Multiple Unmanned Vehicles Based On Reinforcement Learning
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Author : Muqing Su
language : en
Publisher: OAE Publishing Inc.
Release Date : 2024-02-29
A Collaborative Siege Method Of Multiple Unmanned Vehicles Based On Reinforcement Learning written by Muqing Su and has been published by OAE Publishing Inc. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-29 with Computers categories.
A method based on multi-agent reinforcement learning is proposed to tackle the challenges to capture escaping Target by Unmanned Ground Vehicles (UGVs). Initially, this study introduces environment and motion models tailored for cooperative UGV capture, along with clearly defined success criteria for direct capture. An attention mechanism integrated into the Soft Actor-Critic (SAC) is leveraged, directing focus towards pivotal state features pertinent to the task while effectively managing less relevant aspects. This allows capturing agents to concentrate on the whereabouts and activities of the target agent, thereby enhancing coordination and collaboration during pursuit. This focus on the target agent aids in refining the capture process and ensures precise estimation of value functions. The reduction in superfluous activities and unproductive scenarios amplifies efficiency and robustness. Furthermore, the attention weights dynamically adapt to environmental shifts. To address constrained incentives arising in scenarios with multiple vehicles capturing targets, the study introduces a revamped reward system. It divides the reward function into individual and cooperative components, thereby optimizing both global and localized incentives. By facilitating cooperative collaboration among capturing UGVs, this approach curtails the action space of the target UGV, leading to successful capture outcomes. The proposed technique demonstrates enhanced capture success compared to previous SAC algorithms. Simulation trials and comparisons with alternative learning methodologies validate the effectiveness of the algorithm and the design approach of the reward function.
Research Anthology On Innovative Research Methodologies And Utilization Across Multiple Disciplines
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Author : Management Association, Information Resources
language : en
Publisher: IGI Global
Release Date : 2021-12-30
Research Anthology On Innovative Research Methodologies And Utilization Across Multiple Disciplines written by Management Association, Information Resources and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-30 with Science categories.
Research methodology is as old as academia itself. Research methodology shifts in strategy as it crosses different disciplines and theories. This, too, is true with the shifting landscape of research opportunities and technologies available to global researchers. To achieve the most accurate and substantial research, it is important to be knowledgeable of emerging research methodologies. The Research Anthology on Innovative Research Methodologies and Utilization Across Multiple Disciplines discusses the most recent global research innovations made across multiple fields. This anthology further discusses how these research methodologies can be applied to a variety of specific fields. Covering topics such as creative thinking, qualitative research, and the research method landscape, this book is essential for students and faculty of higher education, scientists, researchers, sociologists, computer scientists, and academicians.
Case Study Method
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Author : Roger Gomm
language : en
Publisher: SAGE
Release Date : 2000-10-17
Case Study Method written by Roger Gomm and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-10-17 with Social Science categories.
This is the most comprehensive guide to the current uses and importance of case study methods in social research. The editors bring together key contributions from the field which reflect different interpretations of the purpose and capacity of case study research. The address issues such as: the problem of generalizing from study of a small number of cases; and the role of case study in developing and testing theories. The editors offer in-depth assessments of the main arguments. An annotated bibliography of the literature dealing with case study research makes this an exhaustive and indispensable guide.
Cognitive Multitasking Towards Augmented Intelligence
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Author : Yew Soon Ong
language : en
Publisher: Frontiers Media SA
Release Date : 2021-03-04
Cognitive Multitasking Towards Augmented Intelligence written by Yew Soon Ong and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-04 with Science categories.