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Stochastic Optimization for Large-scale Machine Learning
Advancements in the technology and availability of data sources have led to the `Big Data' era. Working with large data offers the potential to uncover more fine-grained patterns and take timely and accurate decisions, but it also creates a lot of challenges such as slow training and scalability of machine learning models. One of the major challenges in machine learning is to develop efficient and scalable learning algorithms, i.e., optimization techniques to solve large scale learning problems. Stochastic Optimization for Large-scale Machine Learning identifies different areas of improvement and recent research directions to tackle the challenge. Developed optimisation techniques are also e...
Tribute
Introducing the Tribute VIP Edition, a remarkable platform within India's independent lifestyle journal, The Holistic Pine. Each edition is dedicated to a single story, but this time, we embark on a special journey. Our goal is to amplify the voices of extraordinary women, whose stories deserve a wider audience. Within the pages of Tribute, we merge strength, courage, motivation, beauty, and pay homage to the incredible women who grace our world. Our cover features the esteemed Dr. Amanda Hanson, the Midlife Muse, symbolising the transformative journey every woman undertakes. May these stories empower and uplift, as we extend our heartfelt wishes to these exceptional women.
Recent Trends in Thermal Engineering
This book presents select proceedings of the 3rd International Conference on Computational and Experimental Methods in Mechanical Engineering (ICCEMME 2021). It gives an overview of recent developments in the field of fluid dynamics and thermal engineering. Topics covered include case studies in thermal engineering, combustion engines, computational fluid dynamics (cfd), cooling systems, energy conservation, energy conversion, renewable energy, bio fuels, gas turbines, heat exchangers and heat transfer systems, heat pipes and pumps, heat transfer augmentation, refrigeration and HVAC systems, fluids engineering, energy and process, and thermal power plants. The book will be useful for researchers and professionals working in the area of thermal engineering and allied fields.
Proceedings of International Conference on Computer Vision and Image Processing
This edited volume contains technical contributions in the field of computer vision and image processing presented at the First International Conference on Computer Vision and Image Processing (CVIP 2016). The contributions are thematically divided based on their relation to operations at the lower, middle and higher levels of vision systems, and their applications. The technical contributions in the areas of sensors, acquisition, visualization and enhancement are classified as related to low-level operations. They discuss various modern topics – reconfigurable image system architecture, Scheimpflug camera calibration, real-time autofocusing, climate visualization, tone mapping, super-reso...
Digital Technologies in Modeling and Management: Insights in Education and Industry
Digital Technologies in Modeling and Management: Insights in Education and Industry explores the use of digital technologies in the modeling and control of complex systems in various fields, such as social networks, education, technical systems, and their protection and security. The book consists of two parts, with the first part focusing on modeling complex systems using digital technologies, while the second part deals with the digitalization of economic processes and their management. The book results from research conducted by leading universities' teaching staff and contains the results of many years of scientific experiments and theoretical conclusions. The book is for a wide range of readers, including the teaching staff of higher educational institutions, graduate students, students in computer science and modeling, and management technologies, including economics. It is also a valuable resource for IT professionals and business analysts interested in using digital technologies to model and control complex systems.
Photovoltaic Partial Shading
This text comprehensively discusses the modeling of photovoltaic (PV) modules, PV array interconnections, multi-level inverters, distributed maximum power point tracking techniques, and static and dynamic PV array reconfiguration techniques. It gives a step-by-step procedure for hardware validation of the partial shading mitigation techniques. This book: Focuses on the impacts and mitigation techniques related to partial shading problems associated with PV systems. Presents a step-by-step guide for addressing partial shading problems in PV systems. Covers methods like array reconfiguration through Tom-Tom puzzle pattern and Arrow Sudoku pattern. Presents hardware validation of the partial shading mitigation techniques. Elaborates static and moving shading conditions in a detailed manner. It will serve as an ideal reference text for graduate students and academic researchers in the fields of electrical engineering, electronics and communication engineering, environmental engineering, and renewable energy.
Hybrid Nanomaterials for Sustainable Applications
Hybrid Nanomaterials for Sustainable Applications: Case Studies and Applications brings together the latest advances in hybrid nanocomposites and their diverse applications for improved sustainability. The book begins by introducing hybrid nanomaterials, synthesis strategies, and approaches to production for engineering applications. Subsequent sections provide chapters on key application areas, including water purification, nanobiotechnologies, energy storage, and biomedicine, presenting approaches for sustainable application for each usage. Throughout the book, key challenges are addressed, with case studies used to support implementation and improve end applications. This is a valuable re...
Special Interest Trends for Sustainable Tourism
The rapid changes in many dimensions that have occurred in the past decade have resulted in many changes in peoples conditions and lifestyles. The role of technology in facilitating the fastest pace of development in human history remains a major theme of our time, especially as humanity recovers from the most severe pandemic of the century. As tourism recuperates after the COVID-19 pandemic, a growing number of travelers are showing interest in special interest tourism, seeking unique and tailored travel experiences. It is essential that this resurgence prioritizes sustainability, leveraging technological advancements to create eco-friendly travel options, support local communities, and m...
Postmodern Traces and Recent Hindi Novels
Postmodernism is a notoriously elusive concept and still the object of critical debates among scholars across a range of different disciplines. In literature, in particular, these debates are complicated by “postmodern” styles emanating from outside the concept’s Western origins. By analyzing contemporary Hindi novels, and drawing on both Western and Hindi literary criticism, "Postmodern Traces and Recent Hindi Novels" aims to understand some of the manifestations of postmodernism in contemporary Hindi fiction, including ways the latter might challenge the traditional parameters of postmodern literature. This book is essential reading for scholars and students specializing in South Asian studies and both postcolonial and comparative literature. It will also interest the general reader curious to know more about one of the less explored areas of world literature.
Machine Learning, Optimization, and Data Science
This two-volume set, LNCS 13810 and 13811, constitutes the refereed proceedings of the 8th International Conference on Machine Learning, Optimization, and Data Science, LOD 2022, together with the papers of the Second Symposium on Artificial Intelligence and Neuroscience, ACAIN 2022. The total of 84 full papers presented in this two-volume post-conference proceedings set was carefully reviewed and selected from 226 submissions. These research articles were written by leading scientists in the fields of machine learning, artificial intelligence, reinforcement learning, computational optimization, neuroscience, and data science presenting a substantial array of ideas, technologies, algorithms, methods, and applications.
