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Data analysis and machine learning are research areas at the intersection of computer science, artificial intelligence, mathematics and statistics. They cover general methods and techniques that can be applied to a vast set of applications such as web and text mining, marketing, medical science, bioinformatics and business intelligence. This volume contains the revised versions of selected papers in the field of data analysis, machine learning and applications presented during the 31st Annual Conference of the German Classification Society (Gesellschaft für Klassifikation - GfKl). The conference was held at the Albert-Ludwigs-University in Freiburg, Germany, in March 2007.
Multimedia services involve processing, transmission and retrieval of multiple forms of information. Multimedia services have gained momentum in the past few years due to the easy availability of computing power and storage media. Societyisdemandinghuman-likeintelligentbehaviour,suchasadaptationand generalization, from machines every day. With this view in mind, researchers are working on fusing intelligent paradigms such as arti?cial neural networks, swarm intelligence, arti?cial immune systems, evolutionary computing and multiagents with multimedia services. Arti?cial neural networks use neurons, interconnected using various schemes, for fusing learning in multimedia-based systems. Evoluti...
This volume provides approaches and solutions to challenges occurring at the interface of research fields such as data analysis, computer science, operations research, and statistics. It includes theoretically oriented contributions as well as papers from various application areas, where knowledge from different research directions is needed to find the best possible interpretation of data for the underlying problem situations. Beside traditional classification research, the book focuses on current interests in fields such as the analysis of social relationships as well as statistical musicology.
This book constitutes the refereed proceedings of the 10th European Conference on Research and Advanced Technology for Digital Libraries, ECDL 2007, held in Budapest, Hungary. The papers are organized in topical sections on ontologies, digital libraries and the web, models, multimedia and multilingual DLs, grid and peer-to-peer, preservation, user interfaces, document linking, information retrieval, personal information management, new DL applications, and user studies.
This is the world of the luchador you've never seen before: mythical, magical, sometimes harsh, and deeply human, thanks to fashion photographer Andreas Neumann.
Have you ever been led by someone who cared for you like family, and dared you to achieve more than you ever thought possible for yourself, your organization, and even society? Award-winning author of Hostage at the Table, George Kohlrieser, along with his co-authors Susan Goldsworthy and Duncan Coombe, explain how becoming a secure base leader releases extraordinary potential in others. Part of the Warren Bennis leadership series Care to Dare shows you how to become a Secure Base Leader so that you release your followers from the fears that get in the way of their performance. It shows you how you can unleash astonishing potential by building the trust, delivering the change, and inspiring ...
As Mr. Smith has noted in the Introduction to this work, "There is little so rare in German-American genealogy as a complete emigrant passenger list from Bremen." As most researchers know, the Bremen lists were destroyed during the fire storm of that city during World War II. In the case of this work, however, Mr. Smith was able to recover fourteen Bremen lists because they had been reprinted in the obscure weekly newspaper from Rudolstadt, Thuringia, entitled the "Allgemeine Auswanderungs-Zeitung" (which can be found in the rare-book collection at Yale University). The compiler has transcribed the names of all persons bound for America from each of the fourteen lists. The emigrants, who are arranged alphabetically, are identified by place of origin and sometimes by the number of persons in the passenger's family or the names of traveling companions.
A brief overview of the Heinrich Dietrich Neumann story - his ancestral roots, starting in 1735 and extending to the life stories of his children to the present day. A genealogical record from 1735 - 2016 is included.
John von Neumann was a Jewish refugee from Hungary — considered a “genius” like fellow Hungarians Leo Szilard, Eugene Wigner and Edward Teller — who played key roles developing the A-bomb at Los Alamos during World War II. As a mathematician at Princeton’s Institute for Advanced Study (where Einstein was also a professor), von Neumann was a leader in the development of early computers. Later, he developed the new field of game theory in economics and became a top nuclear arms policy adviser to the Truman and Eisenhower administrations. “I always thought [von Neumann’s] brain indicated that he belonged to a new species, an evolution beyond man. Macrae shows us in a lively way ho...
The MATSim (Multi-Agent Transport Simulation) software project was started around 2006 with the goal of generating traffic and congestion patterns by following individual synthetic travelers through their daily or weekly activity programme. It has since then evolved from a collection of stand-alone C++ programs to an integrated Java-based framework which is publicly hosted, open-source available, automatically regression tested. It is currently used by about 40 groups throughout the world. This book takes stock of the current status. The first part of the book gives an introduction to the most important concepts, with the intention of enabling a potential user to set up and run basic simulat...