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1000 tulosta hakusanalla Hubert Wolf

Bioconductor Case Studies

Bioconductor Case Studies

Florian Hahne; Wolfgang Huber; Robert Gentleman; Seth Falcon

Springer-Verlag New York Inc.
2008
nidottu
Bioconductor software has become a standard tool for the analysis and comprehension of data from high-throughput genomics experiments. Its application spans a broad field of technologies used in contemporary molecular biology. In this volume, the authors present a collection of cases to apply Bioconductor tools in the analysis of microarray gene expression data. Topics covered include: (1) import and preprocessing of data from various sources; (2) statistical modeling of differential gene expression; (3) biological metadata; (4) application of graphs and graph rendering; (5) machine learning for clustering and classification problems; (6) gene set enrichment analysis. Each chapter of this book describes an analysis of real data using hands-on example driven approaches. Short exercises help in the learning process and invite more advanced considerations of key topics. The book is a dynamic document. All the code shown can be executed on a local computer, and readers are able to reproduce every computation, figure, and table.
Modern Statistics for Modern Biology

Modern Statistics for Modern Biology

Susan Holmes; Wolfgang Huber

Cambridge University Press
2019
pokkari
If you are a biologist and want to get the best out of the powerful methods of modern computational statistics, this is your book. You can visualize and analyze your own data, apply unsupervised and supervised learning, integrate datasets, apply hypothesis testing, and make publication-quality figures using the power of R/Bioconductor and ggplot2. This book will teach you 'cooking from scratch', from raw data to beautiful illuminating output, as you learn to write your own scripts in the R language and to use advanced statistics packages from CRAN and Bioconductor. It covers a broad range of basic and advanced topics important in the analysis of high-throughput biological data, including principal component analysis and multidimensional scaling, clustering, multiple testing, unsupervised and supervised learning, resampling, the pitfalls of experimental design, and power simulations using Monte Carlo, and it even reaches networks, trees, spatial statistics, image data, and microbial ecology. Using a minimum of mathematical notation, it builds understanding from well-chosen examples, simulation, visualization, and above all hands-on interaction with data and code.
The Data Science Handbook

The Data Science Handbook

Stefan Papp; Wolfgang Weidinger; Bernhard Ortner; Annalisa Cadonna; Georg Langs; Roxane Licandro; Mario Meir-Huber; Danko Nikoli?; Zoltan Toth; Barbora Vesela

Hanser Publications
2022
nidottu
Data Science, Big Data, and Artificial Intelligence are currently some of the most talked-about concepts in industry, government, and society, and yet also the most misunderstood. This book will clarify these concepts and provide you with practical knowledge to apply them. Featuring:- A comprehensive overview of the various fields of application of data science- Case studies from practice to make the described concepts tangible- Practical examples to help you carry out simple data analysis projectsThe book approaches the topic of data science from several sides. Crucially, it will show you how to build data platforms and apply data science tools and methods. Along the way, it will help you understand - and explain to various stakeholders - how to generate value from these techniques, such as applying data science to help organizations make faster decisions, reduce costs, and open up new markets. Furthermore, it will bring fundamental concepts related to data science to life, including statistics, mathematics, and legal considerations. Finally, the book outlines practical case studies that illustrate how knowledge generated from data is changing various industries over the long term. Contains these current issues:- Mathematics basics: Mathematics for Machine Learning to help you understand and utilize various ML algorithms.- Machine Learning: From statistical to neural and from Transformers and GPT-3 to AutoML, we introduce common frameworks for applying ML in practice- Natural Language Processing: Tools and techniques for gaining insights from text data and developing language technologies- Computer vision: How can we gain insights from images and videos with data science?- Modeling and Simulation: Model the behavior of complex systems, such as the spread of COVID-19, and do a What-If analysis covering different scenarios.- ML and AI in production: How to turn experimentation into a working data science product?- Presenting your results: Essential presentation techniques for data scientistsContributors: Stefan Papp / Wolfgang Weidinger / Katherine Munro / Bernhard Ortner / Annalisa Cadonna / Georg Langs / Roxane Licandro / Mario Meir-Huber / Danko Nikoli? / Zoltan Toth / Barbora Vesela / Rania Wazir / Günther Zauner
Verhandlungen der Gesellschaft für Ökologie Wien 1975

Verhandlungen der Gesellschaft für Ökologie Wien 1975

G. Spatz; Ute Drescher-Kaden; K. P. Sauer; H. Pöhlmann; H. Rehder; A. Cernusca; Rudolf Hofer; Herbert Ladurner; Angelika Gattringer; Wolfgang Wieser; Stefan Myczkowski; H. Kaiser; H. Lehn; W. Larcher; H. Sampl; W. Hinz; U. Halbach; G. Flechtner; U. Witt; Edith Kann; E. Hübl; H. Dobesch; M. Dokulil; A. Herzig; W. Kühnelt; E.-D Schulze; H. Ziegler; W. Stichler; H. Nemenz; J. Donner; G. Wendelberger; F. Böck; J. Reichholf; A. Kohler; P. Müller; A. Schäfer; Christian Körner; Frieda Huber; H. Wagner; H. Franz; P. Blaser

Springer
2012
nidottu
Die 5. "Verhandlungen der Gesellschaft fur Okologie" enthalten die Vortrage der vom 22. bis 24. September 197 5 in Wien durchgefuhrten J ahrestagung. Schwer- punktsmassig behandeln die Referate alpine und arktische Okosysteme, die okologi- schen und genetischen Voraussetzungen fur das Leben in Trockengebieten sowie limnische Okosysteme. Durch die Berucksichtigung der diese Systeme tangierenden IBP- und MAB-Forschungsprogramme liefern sie zugleich auch aktuelle Informa- tionen uber laufende Forschungsprojekte unserer Osterreichischen und schweizer Kollegen. Struktudle und energetische Untersuchungen uber einzelne Okosysteme, Biozo- nosen und Populationen stehen dabei im Vordergrund. Die vorgelegten Arbeiten verdeutlichen, dass jedes lebendige System uber die Kenntnis seiner Struktur, Funk- tion und Geschichte Informationen zu einem tieferen Verstandnis des von ihm belebten Raumes liefert. Sie zeigen, dass letztlich jeder Suche nach "Belastungsindi- katoren" und "okologischen Kriterien" die Frage nach dem Informationsgehalt von Organismen und lebenden Systemen sowie deren Reaktionen auf endo- und exogene Faktoren zugrunde liegt. Sowohl aus Veranderungen der Areal- und Okosysteme, als auch aus Wandlungen von Biozonosen und deren Reaktionen wurden Ruckschlusse auf die diese Veranderungen auslosenden Faktoren gezogen. Populationen und Bio- zonosen reagieren naturgemass nach eigenen Regeln, konnen jedoch nur existieren, wenn sie bestandig auch Informationen uber andere Komponenten aus ihrem Ver- breitungsgebiet speichern und verarbeiten. Diese adaptiven Fahigkeiten der unter- suchten Arten und Systeme sind jedoch noch weitgehend unbearbeitet. Hier klafft eine echte Lucke, die den Transfer okologischer Daten z. B. in di. c Landesplanung erschwert. Die Qualitat jeder Planung hangt weitgehend von den eingesetzten okologischen, sozialen und wirtschaftlichen Erhebungsdaten ab.
Hubert

Hubert

Kenneth Stone; Diane Baxter Trapeni

Createspace Independent Publishing Platform
2015
nidottu
Hubert is Jack's best friend. See how much he is willing to do just to be with Jack, Forever
Hubert Harrison

Hubert Harrison

Jeffrey B Perry

Columbia University Press
2008
sidottu
Hubert Harrison was an immensely skilled writer, orator, educator, critic, and political activist who, more than any other political leader of his era, combined class consciousness and anti-white-supremacist race consciousness into a coherent political radicalism. Harrison's ideas profoundly influenced "New Negro" militants, including A. Philip Randolph and Marcus Garvey, and his synthesis of class and race issues is a key unifying link between the two great trends of the Black Liberation Movement: the labor- and civil-rights-based work of Martin Luther King Jr. and the race and nationalist platform associated with Malcolm X. The foremost Black organizer, agitator, and theoretician of the Socialist Party of New York, Harrison was also the founder of the "New Negro" movement, the editor of Negro World, and the principal radical influence on the Garvey movement. He was a highly praised journalist and critic (reportedly the first regular Black book reviewer), a freethinker and early proponent of birth control, a supporter of Black writers and artists, a leading public intellectual, and a bibliophile who helped transform the 135th Street Public Library into an international center for research in Black culture. His biography offers profound insights on race, class, religion, immigration, war, democracy, and social change in America.
Hubert Harrison

Hubert Harrison

Jeffrey B Perry

Columbia University Press
2010
pokkari
Hubert Harrison was an immensely skilled writer, orator, educator, critic, and political activist who, more than any other political leader of his era, combined class consciousness and anti-white-supremacist race consciousness into a coherent political radicalism. Harrison's ideas profoundly influenced "New Negro" militants, including A. Philip Randolph and Marcus Garvey, and his synthesis of class and race issues is a key unifying link between the two great trends of the Black Liberation Movement: the labor- and civil-rights-based work of Martin Luther King Jr. and the race and nationalist platform associated with Malcolm X. The foremost Black organizer, agitator, and theoretician of the Socialist Party of New York, Harrison was also the founder of the "New Negro" movement, the editor of Negro World, and the principal radical influence on the Garvey movement. He was a highly praised journalist and critic (reportedly the first regular Black book reviewer), a freethinker and early proponent of birth control, a supporter of Black writers and artists, a leading public intellectual, and a bibliophile who helped transform the 135th Street Public Library into an international center for research in Black culture. His biography offers profound insights on race, class, religion, immigration, war, democracy, and social change in America.
Hubert Harrison

Hubert Harrison

Jeffrey B. Perry

Columbia University Press
2020
sidottu
The St. Croix–born, Harlem-based Hubert Harrison (1883–1927) was a brilliant writer, orator, educator, critic, and activist who combined class consciousness and anti-white-supremacist race consciousness into a potent political radicalism. Harrison’s ideas profoundly influenced “New Negro” militants, including A. Philip Randolph and Marcus Garvey, and his work is a key link in the two great strands of the Civil Rights/Black Liberation struggle: the labor- and civil-rights movement associated with Randolph and Martin Luther King Jr. and the race and nationalist movement associated with Garvey and Malcolm X.In this second volume of his acclaimed biography, Jeffrey B. Perry traces the final decade of Harrison’s life, from 1918 to 1927. Perry details Harrison’s literary and political activities, foregrounding his efforts against white supremacy and for racial consciousness and unity in struggles for equality and radical social change. The book explores Harrison’s role in the militant New Negro Movement and the International Colored Unity League, as well as his prolific work as a writer, educator, and editor of the New Negro and the Negro World. Perry examines Harrison’s interactions with major figures such as Garvey, Randolph, J. A. Rogers, Arthur Schomburg, and other prominent individuals and organizations as he agitated, educated, and organized for democracy and equality from a race-conscious, radical internationalist perspective. This magisterial biography demonstrates how Harrison’s life and work continue to offer profound insights on race, class, religion, immigration, war, democracy, and social change in America.
Hubert Harrison

Hubert Harrison

Jeffrey B. Perry

Columbia University Press
2020
pokkari
The St. Croix–born, Harlem-based Hubert Harrison (1883–1927) was a brilliant writer, orator, educator, critic, and activist who combined class consciousness and anti-white-supremacist race consciousness into a potent political radicalism. Harrison’s ideas profoundly influenced “New Negro” militants, including A. Philip Randolph and Marcus Garvey, and his work is a key link in the two great strands of the Civil Rights/Black Liberation struggle: the labor- and civil-rights movement associated with Randolph and Martin Luther King Jr. and the race and nationalist movement associated with Garvey and Malcolm X.In this second volume of his acclaimed biography, Jeffrey B. Perry traces the final decade of Harrison’s life, from 1918 to 1927. Perry details Harrison’s literary and political activities, foregrounding his efforts against white supremacy and for racial consciousness and unity in struggles for equality and radical social change. The book explores Harrison’s role in the militant New Negro Movement and the International Colored Unity League, as well as his prolific work as a writer, educator, and editor of the New Negro and the Negro World. Perry examines Harrison’s interactions with major figures such as Garvey, Randolph, J. A. Rogers, Arthur Schomburg, and other prominent individuals and organizations as he agitated, educated, and organized for democracy and equality from a race-conscious, radical internationalist perspective. This magisterial biography demonstrates how Harrison’s life and work continue to offer profound insights on race, class, religion, immigration, war, democracy, and social change in America.
Hubert's War

Hubert's War

Colin Orr

Lulu.com
2019
nidottu
The war diaries and letters home of Major John Hubert Penrose during the 1940 BEF campaign that ended at Dunkirk and the 1944 campaign in NW Europe from Normandy to Geilenkirchen.