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Optimum-Path Forest
The Optimum-Path Forest (OPF) classifier was first published in 2008 in its supervised and unsupervised versions with applications in medicine and image classification. Since then, it has expanded to a variety of other applications such as remote sensing, electrical and petroleum engineering, and biology. In recent years, multi-label and semi-supervised versions were also developed to handle video classification problems. The book presents the principles, algorithms and applications of Optimum-Path Forest, giving the theory and state-of-the-art as well as insights into future directions. - Presents the first book on Optimum-path Forest - Shows how it can be used with Deep Learning - Gives a wide range of applications - Includes the methods, underlying theory and applications of Optimum-Path Forest (OPF)
Algae for Biofuels and Energy
Microalgae are one of the most studied potential sources of biofuels and bioenergy. This book covers the key steps in the production of renewable biofuels from microalgae - strain selection, culture systems, inorganic carbon utilisation, lipid metabolism and quality, hydrogen production, genetic engineering, biomass harvesting, extraction. Greenhouse gas and techno-economic modelling are reviewed as is the 100 year history of microalgae as sources of biofuels and of commercial-scale microalgae culture. A summary of relevant basic standard methods used in the study of microalgae culture is provided. The book is intended for the expert and those starting work in the field.
Presidents, Parliaments, and Policy
Advocates of parliamentary rule have been highly critical of presidentialism for dividing powers and providing the opportunity for gridlock between branches. Fixed executive terms can saddle publics with ineffectual leaders who are not easily removed. Yet the great theorists of presidential rule, beginning with the Federalists, saw very different qualities in the same institutions: a desirable combination of strong leadership with checks on executive discretion. These diverse assessments arise because we have surprisingly little comparative work on how presidential democracies function. The introductory essays in this volume lay the theoretical groundwork for such comparative analysis. Drawing on detailed cases of economic policymaking in Asia, Latin America, and Central Europe, this book shows the diversity of presidential systems and isolates the effects of presidentialism from other factors that influence public policy, such as party systems. In doing so, it casts doubt on the critics of presidential rule and underscores the continuing vitality of this particular form of democratic rule.
Field Guide to the Fishes of the Amazon, Orinoco, and Guianas
The Amazon and Orinoco basins in northern South America are home to the highest concentration of freshwater fish species on earth, with more than 3,000 species allotted to 564 genera. Amazonian fishes include piranhas, electric eels, freshwater stingrays, a myriad of beautiful small-bodied tetras and catfishes, and the largest scaled freshwater fish in the world, the pirarucu. Field Guide to the Fishes of the Amazon, Orinoco, and Guianas provides descriptions and identification keys for all the known genera of fishes that inhabit Greater Amazonia, a vast and still mostly remote region of tropical rainforests, seasonally flooded savannas, and meandering lowland rivers. The guide’s contribut...
Handbook of Pattern Recognition and Computer Vision (5th Edition)
The book provides an up-to-date and authoritative treatment of pattern recognition and computer vision, with chapters written by leaders in the field. On the basic methods in pattern recognition and computer vision, topics range from statistical pattern recognition to array grammars to projective geometry to skeletonization, and shape and texture measures. Recognition applications include character recognition and document analysis, detection of digital mammograms, remote sensing image fusion, and analysis of functional magnetic resonance imaging data, etc.
Artificial Intelligence in Education
"The landscape for education has been rapidly changing in the last years: demographic changes affecting the makeup of families, multiple school options available to children, wealth disparities, the global economy demanding new skills from workers, and continued breakthroughs in technology are some of the factors impacting education. Given these changes, how can schools continue to prepare students for the future? In a world where information is readily available online, how can schools continue to be relevant? The emergence of Artificial Intelligence (AI) has exacerbated the need to have these conversations. Its impact on education and the multiple possibilities that it offers are putting p...
Genetic Susceptibility to Infectious Diseases
Infectious diseases are commonly regarded as a distinct category, with different causes and patterns than chronic or genetic disease. But in fact there are many varieties of genetic susceptibility to infection, the subject of this book, which will be divided into three sections: 1) concepts and methods, 2) genes and pathophysiologic mechanisms, and 3) infectious agents and diseases. No currently plubished text on either genetics or infectious diseases focuses on the genetic aspects of the special relationship between host and pathogen in the way envisioned for Section 1. No other work on the selected genes regulating immunity deals as systematically with the sequence variation/function relationships most pertinent to infection as planned for Section 2. And no other book gives as meaningful a picture of how these genes operate in infectious disease as Section 3 will.
