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This book provides an introduction to data science and offers a practical overview of the concepts and techniques that readers need to get the most out of their large-scale data mining projects and research studies. It discusses data-analytical thinking, which is essential to extract useful knowledge and obtain commercial value from the data. Also known as data-driven science, soft computing and data mining disciplines cover a broad interdisciplinary range of scientific methods and processes. The book provides readers with sufficient knowledge to tackle a wide range of issues in complex systems, bringing together the scopes that integrate soft computing and data mining in various combinations of applications and practices, since to thrive in these data-driven ecosystems, researchers, data analysts and practitioners must understand the design choice and options of these approaches. This book helps readers to solve complex benchmark problems and to better appreciate the concepts, tools and techniques used.
This book gathers the proceedings of the 6th International Conference and Exhibition on Sustainable Energy and Advanced Materials (ICE-SEAM 2019), held on 16–17 October 2019 in Surakarta, Indonesia. It focuses on two relatively broad areas – advanced materials and sustainable energy – and a diverse range of subtopics: Advanced Materials and Related Technologies: Liquid Crystals, Semiconductors, Superconductors, Optics, Lasers, Sensors, Mesoporous Materials, Nanomaterials, Smart Ferrous Materials, Amorphous Materials, Crystalline Materials, Biomaterials, Metamaterials, Composites, Polymers, Design, Analysis, Development, Manufacturing, Processing and Testing for Advanced Materials. Sustainable Energy and Related Technologies: Energy Management, Storage, Conservation, Industrial Energy Efficiency, Energy-Efficient Buildings, Energy-Efficient Traffic Systems, Energy Distribution, Energy Modeling, Hybrid and Integrated Energy Systems, Fossil Energy, Nuclear Energy, Bioenergy, Biogas, Biomass Geothermal Power, Non-Fossil Energies, Wind Energy, Hydropower, Solar Photovoltaic, Fuel Cells, Electrification, and Electrical Power Systems and Controls.
Dit is de eerste Engelstalige publicatie over vrouwen in traditionele islamitische onderwijsinstellingen in Indonesië, de zogenaamde 'pesantren'. Deze vrouwen spelen een belangrijke rol de genderproblematiek in de Indonesische moslimgemeenschap. Deze informatieve en inzichtelijke studie dient twee groeiende onderzoeksgebieden in de studies over Indonesië: de studie naar de islam en de studie naar moslimvrouwen. Tevens voegt het een nieuw perspectief toe aan de bestaande Engelstalige literatuur over moslima's buiten de huidige dominante context van het Midden-Oosten of Sub-Indische continent.
Composites in Biomedical Applications presents a comprehensive overview on recent developments in composites and their use in biomedical applications. It features cutting-edge developments to encourage further advances in the field of composite research. Highlights a completely new research theme in polymer-based composite materials Outlines a broad range of different research fields, including polymer and natural fiber reinforcement used in the development of composites for biomedical applications Discusses advanced techniques for the development of composites and biopolymer-based composites Covers fatigue behavior, conceptual design in ergonomics design application, tissue regeneration or replacement, and skeletal bone repair of polymer composites Details the latest developments in synthesis, preparation, characterization, material evaluation, and future challenges of composite applications in the biomedical field This book is a comprehensive resource for advanced students and scientists pursuing research in the broad fields of composite materials, polymers, organic or inorganic hybrid materials, and nano-assembly.
Algae Based Polymers, Blends, and Composites: Chemistry, Biotechnology and Material Sciences offers considerable detail on the origin of algae, extraction of useful metabolites and major compounds from algal bio-mass, and the production and future prospects of sustainable polymers derived from algae, blends of algae, and algae based composites. Characterization methods and processing techniques for algae-based polymers and composites are discussed in detail, enabling researchers to apply the latest techniques to their own work. The conversion of bio-mass into high value chemicals, energy, and materials has ample financial and ecological importance, particularly in the era of declining petrol...
This book includes the proceedings of the 15th International Conference on Complex, Intelligent, and Software Intensive Systems, which took place in Asan, Korea, on July 1–3, 2021. Software intensive systems are systems, which heavily interact with other systems, sensors, actuators, devices, and other software systems and users. More and more domains are involved with software intensive systems, e.g., automotive, telecommunication systems, embedded systems in general, industrial automation systems, and business applications. Moreover, the outcome of web services delivers a new platform for enabling software intensive systems. Complex systems research is focused on the overall understanding...
It is said that the COVID-19 pandemic has turned back the poverty clock. As such, there is a need to have social mechanisms put in place to provide relief to those who are affected in this regard. Islamic social finance consists of tools and institutions that could be used to alleviate poverty. This book explores the impact of COVID-19 on Islamic finance to better understand the effectiveness of Islamic social finance in helping those who have been affected by poverty overnight due to the halt in all major economic activities in the context of the pandemic. Since the struggle against poverty in each country will be different, the book attempts to shed light on the experiences of different countries by presenting successful models of Islamic social finance. The book first looks at poverty and COVID-19 before delving into the role of Islamic social financial institutions and how they have risen against COVID-19. The book concludes by examining the impact of COVID-19 on Islamic microfinance. This book is the first of its kind on the subject of COVID-19, and it intends to bridge the gap in the literature.
Diese Einführung in englischer Sprache präsentiert in 14 Kapiteln die grundlegenden Themen und Gegenstandsbereiche der Englischdidaktik. Gleichermaßen praxisnah wie theoretisch fundiert, behandelt der Band zentrale Prinzipien und Kompetenzbereiche eines modernen Fremdsprachenunterrichts. Ausgehend von den zentralen Akteur/innen (Lehrende und Lernende) und mit Blick auf die Teilbereiche der Sprach-, Literatur- und Kulturdidaktik werden zudem Vorschläge für den Einsatz unterschiedlicher Materialien und Medien diskutiert. Weitere Kapitel widmen sich den institutionellen Organisationsstrukturen und dem Bereich Assessment/Diagnose. Der Band erscheint in zweifarbiger Gestaltung, mit Definitio...
This book covers the current state of thinking and what it means to have a framework of representational competence and how such theory can be used to shape our understanding of the use of representations in science education, assessment, and instruction. Currently, there is not a consensus in science education regarding representational competence as a unified theoretical framework. There are multiple theories of representational competence in the literature that use differing perspectives on what competence means and entails. Furthermore, dependent largely on the discipline, language discrepancies cause a potential barrier for merging ideas and pushing forward in this area. While a single ...
The two-volume set LNCS 7066 and LNCS 7067 constitutes the proceedings of the Second International Visual Informatics Conference, IVIC 2011, held in Selangor, Malaysia, during November 9-11, 2011. The 71 revised papers presented were carefully reviewed and selected for inclusion in these proceedings. They are organized in topical sections named computer vision and simulation; virtual image processing and engineering; visual computing; and visualisation and social computing. In addition the first volume contains two keynote speeches in full paper length, and one keynote abstract.