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This book is a comprehensive introduction to the methods and algorithms of modern data analytics. It provides a sound mathematical basis, discusses advantages and drawbacks of different approaches, and enables the reader to design and implement data analytics solutions for real-world applications. This book has been used for more than ten years in the Data Mining course at the Technical University of Munich. Much of the content is based on the results of industrial research and development projects at Siemens.

Sports technological tools and innovations are gaining increasing significance in amateur, elite, and health-related sports. Sports technology refers to the application of scientific and technical principles, along with innovative technologies, to enhance athletic performance, increase safety, and consequently optimize the overall sporting experience. This involves the design, development, and utilization of equipment, devices, systems, and software specifically tailored for athletic purposes.This textbook aims to encompass the broad diversity of sports technology by featuring contributions from over 30 authors within their respective specialized fields, summarizing the latest insights concisely. The work is structured into five main sections: Data Acquisition Systems, Sports Equipment and Materials, Diagnostics, Evaluation and Communication, and Selected Fields of Application.Students with a connection to sports science gain a comprehensive understanding of sports technology supported by a carefully designed concept that facilitates easy delivery of learning content. Digital learning cards (SN Flashcards) reinforce the learning effect and ensure optimal exam preparation. For advanced learners, in-depth discussions on topics such as tracking data, digital training assistants, sports floor characteristics, virtual reality in sports, smartphone apps, and diagnostic tools offer additional value.

This book provides a complete description of the development of Italian film and cinema from its beginnings in 1895 until today. Special emphasis is placed on those periods in which Italian film history became aesthetically decisive for world cinematography: silent film of the 1910s, neorealism after World War II, and auteur and genre cinema around 1960. And then on the multifaceted development up to the present day, which still guarantees films from Italy a significant place in international cinema. The chapters are introduced with compact descriptions of Italy's political and social history and the institutional formation of film and cinema. This is the basis for the extensive examination of genres and films. The film analyses also include a look at the reception by the audiences.

Technological and scientific progress, especially the rapid development in information technology (IT) and artificial intelligence (AI), plays a crucial role regarding questions of peace and security. This textbook, extended and updated in its second edition, addresses the significance, potential of IT, as well as the challenges it poses, with regard to peace and security.It introduces the reader to the concepts of peace, conflict, and security research, especially focusing on natural, technical and computer science perspectives. In the following sections, it sheds light on cyber conflicts, war and peace, cyber arms control, cyber attribution, infrastructures, artificial intelligence, as well ICT in peace and conflict.

How can scientists present their projects with power to the point? This book is the ultimate guide for transforming complex research into captivating, convincing Science Pitches in a given time. The innovative ESPRIT model equips scientists with tools to blend professional expertise with personal passion, ensuring every presentation resonates deeply with its target audience.This concise manual combines research excellence and professionalism. It integrates artificial intelligence (AI) applications and slide design. Practice-oriented advice is enriched with real-world examples preparing for outstanding presentations.Designed for students and researchers eager to gain visibility, this book is a unique guide to getting your message across; it advances your research and engages your audience. Unlock your project's potential and wrap expertise and passion in unique science storytelling.The Science Pitch results in a convincing short talk, successful networking, and securing funding approval for the research project.Via app: Download the SN More Media app for free, scan a link with play button and access videos directly on your smartphone or tablet.The AuthorDr. Stephen Wagner has been working as a science trainer and presentation coach with a focus on Science Pitch, science presentations, and online communication in Germany and internationally since 2015. He is a certified online trainer, a member of the Professional Association for Training, Consulting and Coaching (BDVT), and a member and ambassador of the Virtual Speakers Association International (VSAI). He used to work as a Professional Researcher and Lecturer in Geography and Soil Science.

The existing welfare regime literature identifies differences in welfare state systems.

-Amino carbonyl compounds are omnipresent in all living organisms, making their selective synthesis highly sought after. However, the synthesis of -amino amides, a subclass of -amino carbonyls, in the presence of other carbonyls is usually challenging, due to the required harsh conditions.

This book deals with female-female bonds in the Kurdish family system, in particular in relationships between in-laws, by comparing Kurdish families in Turkey and Germany.

Jede große Transformation in der Geschichte der Menschheit wurde bisher von einer kulturellen Revolution ausgelöst und begleitet. Diese Publikation zeigt, warum dies auch für die Transformation zur Nachhaltigkeit gilt. Im Fokus stehen nicht nur Werte, Menschen- und Naturbilder, sondern auch die gesellschaftliche Verantwortung von Bildung, Wissenschaft, Kunst und Medien. Für die zweite Auflage wurden die Inhalte überarbeitet und aktualisiert, Thesen geschärft und neue Studien einbezogen.Gegenwärtig befinden wir uns zwischen zwei großen gesellschaftlichen Transformationen: Die erste ist die kapitalistisch-industrielle, die vor fünf Jahrhunderten begann, bis heute dominiert und sich am Kulturprogramm der Modernisierung orientiert. Sie hat die Gesellschaft in eine Polykrise geführt, es droht ein Zivilisationskollaps. Die zweite Transformation ist jene zur Nachhaltigkeit, die sich an ¿Visionen einer anderen Entwicklung¿ jenseits von Wachstum und Massenkonsum orientiert. Diese beiden Transformationen verdrängen sich an einigen Stellen gegenseitig und vermischen sich an anderen. Einerseits ist es die schwächere Transformation, die oft assimiliert wird. So werden derzeit eine ¿ökologische Modernisierung¿ und ein ¿nachhaltiges Wachstum¿ theorisiert, obwohl solche Ansätze Widersprüche an sich sind. Andererseits ist die soziale und ökologische Umwelt ein politisches Subjekt, das immer stärker in Dynamiken und Debatten mitmischt. So oder so wird sich an den Reibungsflächen zwischen den beiden Transformationen entscheiden, wie sich die Transformation zur Nachhaltigkeit am Ende durchsetzt: by Disaster or by Design.

Großspenden und Unternehmensspenden stellen einen der wichtigsten Erfolgsfaktoren im Fundraising dar und erfordern bei der Akquise besondere Herangehensweisen. Nur mit einer gezielten und persönlichen Ansprache lassen sich Großspender und Unternehmer als Unterstützer gewinnen. Schritt für Schritt erläutert Andreas Schiemenz ¿ selbst mit langjähriger Erfahrung im Bereich des Fundraising für Großspender und Unternehmen in verschiedenen Non-Profit-Organisationen ¿ wie Sie die richtigen Ansprechpartner finden und auswählen, eine individuelle Kommunikationsstrategie entwickeln, Gespräche mit potenziellen Spendern effizient nachbereiten und wie Sie Geber zu langfristigen Spendern machen. Dabei werden sowohl die strukturellen Prozesse bei der Tätigkeit von Spendenorganisationen beleuchtet als auch die praktische Umsetzung anhand zahlreicher Praxisbeispiele vorgestellt. ¿Fundraising macht Menschen glücklich¿ ¿ die Geber, die Spendensammler und die Menschen, denen mit den finanzierten Projekten geholfen werden kann.Die zweite Auflage wurde aktualisiert, um neue Gesprächsbeispiele und ein weiteres Kapitel ergänzt.

Social Identity research has found prominence in the realm of collective action but lacks an environmental activism focus. This study gathers individuals¿ experiences to explore the influences on decision-making processes to join an environmental activist group ¿ the local Extinction Rebellion (XR) group in Stuttgart, Germany. This case study is used to identify patterns in this process, to test the applicability of existing models and to explore the significance of social identity. Activists and past activists were interviewed. The results make it apparent that the existing models are not sufficient to represent social identity processes in environmental activism. The findings are visualized in a suggested adjusted model of collective action, which suggests norms and morals and (politicized) social identity as a twin core influencing collective action. Social identity retains its significance at the center of the model. Furthermore, it is suggested that collective efficacy beliefs anda sense of agency are interchangeable factors influencing the twin core and collective action directly. Injustice perceptions remain essential. Social connections, group identification, group dynamics, participatory efficacy, self-identity, and image are found to play a role occasionally but require further investigation. The convergence of collective efficacy beliefs and a sense of agency and the valuation of factors present especially relevant future research topics.

Soziometrie ist einerseits eine quantitative, andererseits eine qualitative Herangehensweise, soziale Beziehungen zu analysieren und zu verstehen. Mithilfe von Soziometrie kann das Wahlverhalten von Menschen anhand bestimmter Kriterien untersucht und mit eigenen Mitteln dargestellt werden. Sie dient gleichzeitig als Intervention zur Verbesserung von Gruppenkohäsion und -performanz. Die Durchführung soziometrischer Prozesse fördert und verbessert die interaktiven Prozesse in allen Arten und Größen von Gruppen. Sie beschäftigen sich mit offenen und verdeckten Strukturen in Gruppen und Beziehungen, und helfen dabei diese Hindernisse durch entsprechende Interventionen abzubauen. Das Buch stellt eine Einführung in das weite Feld der Soziometrie dar und beinhaltet eine Fülle von praktischen Übungen für die verschiedenen Anwendungsfelder Psychotherapie, Beratung, Coaching, Supervision, Schule.Der InhaltSozionomie, Soziatrie und SoziometrieVerwandte Untersuchungsmethoden und Weiterentwicklungen (z. B. Netzwerkforschung) Instrumente der Soziometrie Ausgewählte Messinstrumente Ausgewählte AnwendungsfelderDie ZielgruppenPsycholog*innen und Psychotherapeut*innen ¿ Psychodramatiker*innen ¿ Sozialpädagog*innen ¿ Soziolog*innenDer HerausgeberChristian Stadler, Dipl.-Psych., ist Psychotherapeut (Tiefenpsychologie und Psychodrama) und Supervisor sowie Mitherausgeber der Zeitschrift für Psychodrama und Soziometrie.

This book discusses how climate change needs to be anchored in indigenous knowledge with reference to resource management, infrastructure, livelihoods, and social institutions, with a unique focus on risks and provenances of resilience available to the local communities. Beyond the scientific know-how on climate change, this volume highlights traditional wisdom, which through its hands-on learning plays a crucial role in amalgamation with cross-scale understanding. It documents the deliberations of a seminar that brought together traditional wisdom and cross-scale understanding of academicians, researchers, practitioners, and grassroots functionaries directly or indirectly working with communities in the area of climate change adaptation and thereby brings together adaptation and allied practices from across a spectrum of specialties and practitioner contexts. It discusses several insights and novel practices and is purported to provide significant research and policy implications in the spirit of thinking globally but acting locally.

This book focuses on Islam in Indonesia, showcasing the wide range of Muslim organisations, belief systems and movements, together with an analysis of the political behaviour of Indonesian Muslims. It includes an investigation of the structure of groups, organizations, and societies, and how Muslims within the archipelago interact within these contexts. In doing so, it promotes a more nuanced understanding of Indonesian Muslim society by approaching it through the utilisation of scholarly frameworks. Theories related to religion and society are used, especially in characterising the transition of the Indonesian Muslim society from pre-New Order to post-New Order. Particularly significant is Abdullah Saeed's framework in understanding one¿s attitude towards key and contemporary issues, originally used to understand one¿s attitude towards the religious ¿other¿. The authors thus adopt this framework in the book, as a method of categorising people in a diverse society which in turnhelps readers to understand the nuances of Islam and Muslims in a huge country like Indonesia.

Pandemics ¿ it seems that it had been the beginning of a new era, after a first shock wave a new normality commenced trying to, repress the complex challenges while living under a new Sword of Damocles. Origins and consequences of the virus had been frequently issued, but only little attention had been paid to structural problems of societies, making it difficult to cope with the exceptional situation. The present book, focusing on the German polity and its structural weakness, analysis the situation in a historical perspective. It is completed by an essayist globalist outlook on the pandemics.The provocative thesis is that the precarity of society is itself a kind of virus, in many ways as dangerous as the Corona virus. The latter one showed the weak ¿ and dangerous ¿ points of the failure of the polity that need urgent and thorough political answers.

Oilscapes are to be understood as an aestheticized synthesis of objects of extraction, distribution, processing, and consumption of petroleum and petroleum-derived products. Based on the concept of neopragmatic landscape research, this book addresses questions of the social construction of the relationship between the petrochemical industry and the landscape, as well as individual interpretations and evaluations in this regard. The particular focus is on exploring the possibilities and limits of aesthetic experience of oilscapes as well as the categorizations, interpretations, and evaluations of these aesthetic outcomes. In recourse to the neopragmatic tradition, to the thinking of Richard Rorty, the engagement with ¿sensory induced cognition' is carried out from the stance of irony, directed in particular at the discourse community possessing 'expert special knowledge', with a special focus on methods of representation that are innovative in the context of spatial science. The study area for assessing this approach is Louisiana (United States), which ¿ being spatially quite diverse ¿ has been intensively shaped for more than a century by the activities of the petrochemical industry, as well as its unintended health and ecological side effects.

In this open access book Milena Damrau investigates the understanding of generality of mathematical statements in first-year university students and its relation to other proof-related activities. Through an experimental study, she particularly analyses the effect of different types of arguments (empirical, generic, and ordinary proofs) and statements (familiar and unfamiliar, as well as true and false ones) on several proof-related activities. The results reveal students' struggles with the concept of generality, how their understanding of generality is related to proof reading and construction and how different types of arguments and statements impact students¿ performance in other proof-related activities. The findings offer valuable insights for improving mathematics courses at the transition from school to university and highlight the need for more experimental studies in mathematics education.

Digital transformation, alongside social media channels, influences policymaking. The aim of this research is to build knowledge of the consequences of digital transformation on lobbying at German federal level. This analysis uncovers how digital lobbying works in Germany and how it changes classic lobbying communication within the political sphere. Taking a grounded theory approach, the study addresses both communicating sides: lobbyists, on the one hand, and members of the German Bundestag and their employees, on the other. A profound understanding of, and differentiation between, lobbying and digital lobbying is gained through a first data-gathering step of 15 interviews with representatives of both the political and lobbying sides. The study extends previous analyses by supplementing the findings with ethnographic data from the researcher¿s experience of working as an employee of a member of the German Bundestag. Final conclusions were drawn by presenting these results in the second data-gathering step, during four (digital) focus groups with the political side and three with agency, association, and corporate lobbyists from Berlin. The analysis uncovers a power shift in lobbying communication and a novel communication direction.

Given the limitations of state-of-the-art methods, this book presents a state of health (SOH) forecasting method that is suitable for lithium-ion battery (LIB) systems in real-world battery electric vehicle operation. Its histogram-based features can capture the higher operational variability compared to constant and controlled laboratory operation. Also, the transferability of a trained machine learning model to new LIB cell types and new operational domains is investigated. The presented SOH forecasting method can be provided as a cloud service via a web or smartphone app to fleet managers. Forecasting the SOH enables fleet managers of battery electric vehicle fleets to forecast and plan vehicle replacements.