Interactive Knowledge Discovery and Data Mining in Biomedical Informatics PDF Download
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Author: Andreas Holzinger
Publisher: Springer
ISBN: 3662439689
Category : Computers
Languages : en
Pages : 373
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Book Description
One of the grand challenges in our digital world are the large, complex and often weakly structured data sets, and massive amounts of unstructured information. This “big data” challenge is most evident in biomedical informatics: the trend towards precision medicine has resulted in an explosion in the amount of generated biomedical data sets. Despite the fact that human experts are very good at pattern recognition in dimensions of = 3; most of the data is high-dimensional, which makes manual analysis often impossible and neither the medical doctor nor the biomedical researcher can memorize all these facts. A synergistic combination of methodologies and approaches of two fields offer ideal conditions towards unraveling these problems: Human–Computer Interaction (HCI) and Knowledge Discovery/Data Mining (KDD), with the goal of supporting human capabilities with machine learning./ppThis state-of-the-art survey is an output of the HCI-KDD expert network and features 19 carefully selected and reviewed papers related to seven hot and promising research areas: Area 1: Data Integration, Data Pre-processing and Data Mapping; Area 2: Data Mining Algorithms; Area 3: Graph-based Data Mining; Area 4: Entropy-Based Data Mining; Area 5: Topological Data Mining; Area 6 Data Visualization and Area 7: Privacy, Data Protection, Safety and Security.
Author: Andreas Holzinger
Publisher: Springer
ISBN: 3662439689
Category : Computers
Languages : en
Pages : 373
Get Book Here
Book Description
One of the grand challenges in our digital world are the large, complex and often weakly structured data sets, and massive amounts of unstructured information. This “big data” challenge is most evident in biomedical informatics: the trend towards precision medicine has resulted in an explosion in the amount of generated biomedical data sets. Despite the fact that human experts are very good at pattern recognition in dimensions of = 3; most of the data is high-dimensional, which makes manual analysis often impossible and neither the medical doctor nor the biomedical researcher can memorize all these facts. A synergistic combination of methodologies and approaches of two fields offer ideal conditions towards unraveling these problems: Human–Computer Interaction (HCI) and Knowledge Discovery/Data Mining (KDD), with the goal of supporting human capabilities with machine learning./ppThis state-of-the-art survey is an output of the HCI-KDD expert network and features 19 carefully selected and reviewed papers related to seven hot and promising research areas: Area 1: Data Integration, Data Pre-processing and Data Mapping; Area 2: Data Mining Algorithms; Area 3: Graph-based Data Mining; Area 4: Entropy-Based Data Mining; Area 5: Topological Data Mining; Area 6 Data Visualization and Area 7: Privacy, Data Protection, Safety and Security.
Author: Colleen M. Flood
Publisher: University of Ottawa Press
ISBN: 077663643X
Category : Social Science
Languages : en
Pages : 850
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Book Description
The novel coronavirus SARS-CoV-2, which causes the disease known as COVID-19, has infected people in 212 countries so far and on every continent except Antarctica. Vast changes to our home lives, social interactions, government functioning and relations between countries have swept the world in a few months and are difficult to hold in one’s mind at one time. That is why a collaborative effort such as this edited, multidisciplinary collection is needed. This book confronts the vulnerabilities and interconnectedness made visible by the pandemic and its consequences, along with the legal, ethical and policy responses. These include vulnerabilities for people who have been harmed or will be harmed by the virus directly and those harmed by measures taken to slow its relentless march; vulnerabilities exposed in our institutions, governance and legal structures; and vulnerabilities in other countries and at the global level where persistent injustices harm us all. Hopefully, COVID-19 will forces us to deeply reflect on how we govern and our policy priorities; to focus preparedness, precaution, and recovery to include all, not just some. Published in English with some chapters in French.
Author: Catherine Delafield
Publisher: Ashgate Publishing, Ltd.
ISBN: 9780754665175
Category : Literary Criticism
Languages : en
Pages : 202
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Book Description
Using private diary writing as her model, Catherine Delafield investigates the cultural significance of nineteenth-century women's writing and reading practices. Examining historical and fictional diaries by authors such as Frances Burney, Elizabeth Gaskell, Anne Brontë, Wilkie Collins and Bram Stoker, Delafield reveals the ideological discrepancy between the private diary and its performance in the role of narrator, offering fresh insights into domesticity, authorship, and the diary as a feminine form and model for narrative.
Author: Jean Racine
Publisher:
ISBN:
Category :
Languages : en
Pages : 124
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Book Description
Author:
Publisher:
ISBN:
Category : Petroleum
Languages : en
Pages : 406
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Book Description
Author: Marie-Helene Verlhac
Publisher: John Wiley & Sons
ISBN: 9780470687987
Category : Science
Languages : en
Pages : 516
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Book Description
Oogenesis - the process by which female germ cells develop into mature eggs, or ova - is a complex process involving many important elements of developmental and cellular biology: from cell-cell interactions, complex signalling cascades, specialized cell cycles and cytoskeleton organization. Oocytes from various species (including clam, starfish, xenopus and mouse) are excellent model systems to study the biochemistry of cell division with important implications for basic and clinical research. This book describes the entire process of oogenesis in chronological order with contributions from leading international researchers and chapters covering medical and ethical considerations in oogenic biology. Topics include sex determination and gonadal development, control of meiotic chromosome pairing and homologous recombination, control of meiotic divisions and the remodelling of the oocyte into a totipotent zygote as well as medically-assisted reproduction. This volume is an essential resource for all students, researchers and clinicians in developmental and reproductive biology. Key features: Reaches beyond the study of simply meiosis to cover all aspects of oogenesis Synthesizes recent advances in the field, drawing on studies from different model species Chapter sequence designed to follow the time line in vivo Written by an international panel of expert researchers
Author: Gerard Genette
Publisher: Cambridge University Press
ISBN: 9780521424066
Category : Literary Criticism
Languages : en
Pages : 460
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Book Description
Paratexts are those liminal devices and conventions, both within and outside the book, that form part of the complex mediation between book, author, publisher and reader: titles, forewords, epigraphs and publishers' jacket copy are part of a book's private and public history. In this first English translation of Paratexts, Gérard Genette shows how the special pragmatic status of paratextual declaration requires a carefully calibrated analysis of their illocutionary force. With clarity, precision and an extraordinary range of reference, Paratexts constitutes an encyclopedic survey of the customs and institutions as revealed in the borderlands of the text. Genette presents a global view of these liminal mediations and the logic of their relation to the reading public by studying each element as a literary function. Richard Macksey's foreword describes how the poetics of paratexts interact with more general questions of literature as a cultural institution, and situates Gennet's work in contemporary literary theory.
Author: Don Montague
Publisher: Taylor & Francis
ISBN: 9780419199106
Category : Architecture
Languages : en
Pages : 472
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Book Description
This dual-language dictionary lists over 20,000 specialist terms in both French and English, covering architecture, building, engineering and property terms. It meets the needs of all building professionals working on projects overseas. It has been comprehensively researched and compiled to provide an invaluable reference source in an increasingly European marketplace.
Author: Jean-François Marmontel
Publisher:
ISBN:
Category : Peru
Languages : en
Pages : 312
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Book Description
Author: Eliane Kurbegov
Publisher: McGraw Hill Professional
ISBN: 0071762434
Category : Foreign Language Study
Languages : en
Pages : 239
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Book Description
Master the words and phrases necessary for handling everyday situations Practice Makes Perfect: French Vocabulary helps you develop your vocabulary by providing practice in word-building and encouraging you to analyze new words for an ever-increasing vocabulary. Each chapter of this comprehensive book focuses on a theme, such as family or travel, so you can build your language skills in a systematic manner. As you lay the foundation for an increasing vocabulary, you are able to perfect your new words with plenty of exercises and gain the confidence to communicate well in French. Practice Makes Perfect: French Vocabulary offers you: More than 120 exercises Concise grammatical explanations A new chapter on contemporary vocabulary An answer key to gauge your comprehension With help from this book, you can easily speak or write in French about: Different occupations and jobs * French holidays and traditions * Taking the train * Growing your own garden * Where it hurts on your body * Your house * Your family and friends * What you studied in school * Your favorite TV show * Your family's background . . . and much more!
