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Recently, the algorithms for the processing of the visual information have greatly evolved, providing efficient and effective solutions to cope with the variability and the complexity of real-world environments. These achievements yield to the development of Machine Vision systems that overcome the typical industrial applications, where the environments are controlled and the tasks are very specific, towards the use of innovative solutions to face with everyday needs of people. The Human-Centric Machine Vision can help to solve the problems raised by the needs of our society, e.g. security and safety, health care, medical imaging, and human machine interface. In such applications it is necessary to handle changing, unpredictable and complex situations, and to take care of the presence of humans.

Automatic hypothesis formation. --- Mechanized hypothesis formation --- Artificial intelligence --- Hypothesis --- Induction (Mathematics) --- Machine learning

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Innateness hypothesis (Linguistics) --- Developmental psychology. --- Language acquisition.

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In fields such as biology, medical sciences, sociology, and economics researchers often face the situation where the number of available observations, or the amount of available information, is sufficiently small that approximations based on the normal distribution may be unreliable. Theoretical work over the last quarter-century has led to new likelihood-based methods that lead to very accurate approximations in finite samples, but this work has had limited impact on statistical practice. This book illustrates by means of realistic examples and case studies how to use the new theory, and investigates how and when it makes a difference to the resulting inference. The treatment is oriented towards practice and comes with code in the R language (available from the web) which enables the methods to be applied in a range of situations of interest to practitioners. The analysis includes some comparisons of higher order likelihood inference with bootstrap or Bayesian methods.

Statistical hypothesis testing --- Asymptotic theory. --- Mathematics. --- Math --- Science --- Asymptotic theory in statistical hypothesis testing --- Asymptotic expansions

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Advocates within the growing field of children's rights have designed dynamic campaigns to protect and promote children's rights. This expanding body of international law and jurisprudence, however, lacks a core text that provides an up-to-date look at current children's rights issues, the evolution of children's rights law, and the efficacy of efforts to protect children. Campaigning for Children focuses on contemporary children's rights, identifying the range of abuses that affect children today, including early marriage, female genital mutilation, child labor, child sex tourism, corporal punishment, the impact of armed conflict, and access to education. Jo Becker traces the last 25 years of the children's rights movement, including the evolution of international laws and standards to protect children from abuse and exploitation. From a practitioner's perspective, Becker provides readers with careful case studies of the organizations and campaigns that are making a difference in the lives of children, and the relevant strategies that have been successful—or not. By presenting a variety of approaches to deal with each issue, this book carefully teases out broader lessons for effective social change in the field of children's rights.

Statistical hypothesis testing. --- Hypothesis testing (Statistics) --- Significance testing (Statistics) --- Statistical significance testing --- Testing statistical hypotheses --- Distribution (Probability theory) --- Hypothesis --- Mathematical statistics

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In this book entitled "The Biosphere", researchers from all regions of the world report on their findings to explore the origins, evolution, ecosystems and resource utilization patterns of the biosphere. Some describe the complexities and challenges that humanity faces in its efforts to experiment and establish a new partnership with nature in places designated as biosphere reserves by UNESCO under its Man and the Biosphere (MAB) Programme. At the dawn of the 21st century humanity is ever more aware and conscious of the adverse consequences that it has brought upon global climate change and biodiversity loss. We are at a critical moment of reflection and action to work out a new compact with the biosphere that sustains our own wellbeing and that of our planetary companions. This book is a modest attempt to enrich and enable that special moment and its march ahead in human history.

Biosphere. --- Life (Biology) --- Planets --- Gaia hypothesis --- Geobiology --- Geochemistry