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Machine Learning and Knowledge Discovery in Databases
The three volume proceedings LNAI 11051 – 11053 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018, held in Dublin, Ireland, in September 2018. The total of 131 regular papers presented in part I and part II was carefully reviewed and selected from 535 submissions; there are 52 papers in the applied data science, nectar and demo track. The contributions were organized in topical sections named as follows: Part I: adversarial learning; anomaly and outlier detection; applications; classification; clustering and unsupervised learning; deep learningensemble methods; and evaluation. Part II: graphs; kernel methods; learning paradigms; matrix and tensor analysis; online and active learning; pattern and sequence mining; probabilistic models and statistical methods; recommender systems; and transfer learning. Part III: ADS data science applications; ADS e-commerce; ADS engineering and design; ADS financial and security; ADS health; ADS sensing and positioning; nectar track; and demo track.
Machine Learning and Knowledge Discovery in Databases
The three volume proceedings LNAI 11051 – 11053 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018, held in Dublin, Ireland, in September 2018. The total of 131 regular papers presented in part I and part II was carefully reviewed and selected from 535 submissions; there are 52 papers in the applied data science, nectar and demo track. The contributions were organized in topical sections named as follows: Part I: adversarial learning; anomaly and outlier detection; applications; classification; clustering and unsupervised learning; deep learning; ensemble methods; and evaluation. Part II: graphs; kernel methods; learning paradigms; matrix and tensor analysis; online and active learning; pattern and sequence mining; probabilistic models and statistical methods; recommender systems; and transfer learning. Part III: ADS data science applications; ADS e-commerce; ADS engineering and design; ADS financial and security; ADS health; ADS sensing and positioning; nectar track; and demo track.
Healthy at Work
This book aims at exploring the link between corporate and organizational culture, public and private policies, leadership and managerial skills or attitudes, and the successful implementation of work-related healthcare in Europe. Therefore it brings together a wide range of empirical and theoretical contributions from occupational health, management, psychology, medicine, economics, and (organizational) sociology to address the question of how to sustainably promote occupational health. Such important questions are explored as: What aspects of a corporate culture can be associated with health issues? How does leadership style affect the health of employees? How are health-related decisions in the workplace affected by the political environment? To what extent are interventions influenced by corporate culture, leadership and public policy? How can we make such interventions sustainable?
Christopher Winter: Archipelago of the Mind
British artist Christopher Winter (*1968) is a figurative painter, performance and installation artist. His work is influenced primarily by literature, film and politics. He has a particular interest in fairy tales, folk rituals and often questions the nature of our reality. Winter's paintings are mysterious yet also have a narrative element. This is the second monograph to be published on his painting by Kerber Verlag. It is aimed to compliment the preceding one and illuminate his previously unseen installation and performance work. The book is arranged in themed "Islands", works are not organised chronologically. The reader is then invited to visit "Libertine Island", "Deep Forest Island" or "Reality Island" as they sail amongst The Archipelago of the Mind. A map at the front of the book guides our way.
Wettbewerbsrecht
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Wirtschaftsunterricht aus der Sicht von Lehrpersonen
Vera Kirchner untersucht in dieser Studie fachdidaktische Vorstellungen (teachers‘ beliefs) von Wirtschaftslehrpersonen als wesentliches Element ihrer professionellen Handlungskompetenz. Damit wird ein zentraler Beitrag zur Lehrerforschung im Bereich der ökonomischen Bildung geleistet. Auf der Basis problemzentrierter leitfadengestützter Interviews und einer qualitativen Inhaltsanalyse arbeitet die Autorin Gemeinsamkeiten und Unterschiede im fachdidaktischen Verständnis und den Vorstellungen von Lehrpersonen heraus.
Lehrergesundheit
Gesundheit und Lehrerberuf – ein Widerspruch? Chronischer Berufsstress, psychische und körperliche Belastungen und ein Verlust der Lebensfreude – viele Lehrer erleben ihre Arbeit im wahrsten Sinne als kränkend und krank machend. Wie kann man solchen Konstellationen vorbeugen bzw. entgegenwirken? AGIL, „Arbeit und Gesundheit im Lehrerberuf“, ist ein auf die spezielle Situation von Lehrerinnen und Lehrern ausgerichtetes Präventions- und Interventionsprogramm. Es hilft, berufsspezifische Belastungsfaktoren zu erkennen, beruflichen Stress zu bewältigen und – wie wissenschaftliche Studien belegen – langfristig die Gesundheit und Lebensqualität zu verbessern. Die Module des Progra...
