Funktionentheorie erkunden mit Maple (Springer-Lehrbuch) by Wilhelm Forst,Dieter Hoffmann

By Wilhelm Forst,Dieter Hoffmann

Die Funktionentheorie wird in dieser Einführung auf ganz neue Weise dargestellt. Nach einem kurzen Textteil folgen in jedem Kapitel die zugrundeliegende Theorien und sorgfältig ausgewählte Beispiele. Dann schließt ein Worksheet-Teil an, in dem die Funktionentheorie mit der Computeranwendung und MAPLE verbunden wird. In ausgefeilten MAPLE-Worksheets illustrieren eindrucksvolle Graphiken Beispiele zur Anwendung aus unterschiedlichen Fächern. Das Buch zeigt ferner wie mit einem Computeralgebrasystem Ideen gestaltet und umgesetzt werden können.

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Coordination Models and Languages: 18th IFIP WG 6.1 by Alberto Lluch Lafuente,José Proença

By Alberto Lluch Lafuente,José Proença

This booklet constitutes the lawsuits of the 18th International
Conference on Coordination versions and Languages, COORDINATION 2016, held
in Heraklion, Crete, Greece, in June 2016, as a part of the eleventh foreign Federated convention on allotted Computing suggestions, DisCoTec 2016.
The sixteen complete papers integrated during this quantity have been rigorously reviewed and
selected from forty four submissions. The papers disguise a variety of topics
and options with regards to method coordination, together with: programming and
communication abstractions; conversation protocols and behavioural types;
actors and concurrent gadgets; tuple areas; video games, interfaces and contracts; information flow guidelines and dissemination thoughts; and probabilistic models
and formal verification.

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Biological Sequence Analysis Using the SeqAn C++ Library by Andreas Gogol-Döring,Knut Reinert

By Andreas Gogol-Döring,Knut Reinert

An Easy-to-Use study device for set of rules checking out and Development


Before the SeqAn venture, there has been in actual fact a scarcity of accessible implementations in series research, even for traditional initiatives. Implementations of wanted algorithmic elements have been both unavailable or challenging to entry in third-party monolithic software program items. Addressing those issues, the builders of SeqAn created a accomplished, easy-to-use, open resource C++ library of effective algorithms and information constructions for the research of organic sequences. Written by means of the founders of this venture, Biological series research utilizing the SeqAn C++ Library covers the SeqAn library, its documentation, and the helping infrastructure.



The first a part of the booklet describes the overall library layout. It introduces organic series research difficulties, discusses the good thing about utilizing software program libraries, summarizes the layout ideas and targets of SeqAn, information the most programming options utilized in SeqAn, and demonstrates the applying of those options in a number of examples. concentrating on the parts supplied by way of SeqAn, the second one half explores simple performance, series facts constructions, alignments, development and motif looking, string indices, and graphs. The final half illustrates functions of SeqAn to genome alignment, consensus series in meeting tasks, suffix array development, and more.



This convenient ebook describes a effortless library of effective info forms and algorithms for series research in computational biology. SeqAn allows not just the implementation of recent algorithms, but in addition the sound research and comparability of latest algorithms.


Visit SeqAn for extra information.

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Mathematik für Ingenieure: Ein anwendungsorientiertes by Thomas Westermann

By Thomas Westermann

Dieses kompakte Mathematikbuch überzeugt durch das didaktische Konzept und durch sein ansprechendes, in der 7. Auflage verbessertes structure. Das einbändig vorliegende Werk umfasst den Mathematikstoff für technisch orientierte Bachelor-Studiengänge. Abstrakte mathematische Begriffe werden anschaulich erklärt, auf Beweise wird größtenteils verzichtet. 380 ausführlich durchgerechnete Beispiele auch aus technischen Anwendungsgebieten helfen den Studierenden, sich die Mathematik einprägsam zu erschließen.

Auf der Homepage zum Buch befinden sich zahlreiche Animationen zur Visualisierung der mathematischen Begriffe, die Lösungen zu den Übungsaufgaben sowie MAPLE-Arbeitsblätter, mit denen der Stoff interaktiv eingeübt werden kann. Die elektronischen Arbeitsblätter wurden an MAPLE 18 angepasst. Das Buch eignet sich hervorragend für das Selbststudium sowie zur erfolgreichen Prüfungsvorbereitung.

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Contrast Data Mining: Concepts, Algorithms, and Applications by Guozhu Dong,James Bailey

By Guozhu Dong,James Bailey

A Fruitful box for getting to know info Mining technique and for fixing Real-Life Problems
Contrast facts Mining: suggestions, Algorithms, and Applications collects fresh effects from this really expert region of information mining that experience formerly been scattered within the literature, making them extra available to researchers and builders in information mining and different fields. The booklet not just offers ideas and strategies for distinction facts mining, but in addition explores using distinction mining to resolve hard difficulties in numerous medical, scientific, and company domain names.


Learn from genuine Case reviews of distinction Mining Applications
In this quantity, researchers from around the globe focusing on structure engineering, bioinformatics, machine technological know-how, drugs, and structures engineering specialise in the mining and use of distinction styles. They show many beneficial and robust features of numerous distinction mining suggestions and algorithms, together with tree-based buildings, zero-suppressed binary selection diagrams, facts dice representations, and clustering algorithms. in addition they study how distinction mining is utilized in leukemia characterization, discriminative gene move and microarray research, computational toxicology, spatial and snapshot info category, vote casting research, center ailment prediction, crime research, figuring out buyer habit, genetic algorithms, and community defense.

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Euro-Par 2017: Parallel Processing: 23rd International by Francisco F. Rivera,Tomás F. Pena,José C. Cabaleiro

By Francisco F. Rivera,Tomás F. Pena,José C. Cabaleiro

This ebook constitutes the complaints of the twenty third foreign convention on Parallel and allotted Computing, Euro-Par 2017, held in Santiago de Compostela, Spain, in August/September 2017. The 50 revised complete papers presented including 2 summary of invited talks and 1 invited paper have been rigorously reviewed and chosen from 176 submissions. The papers are equipped within the following topical sections: help instruments and environments; functionality and tool modeling, prediction and evaluate; scheduling and cargo balancing; excessive functionality architectures and compilers; parallel and disbursed facts administration and analytics; cluster and cloud computing; dispensed structures and algorithms; parallel and allotted programming, interfaces and languages; multicore and manycore parallelism; idea and algorithms for parallel computation and networking; prallel numerical tools and functions; and accelerator computing.

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Efficient Algorithms for Global Optimization Methods in by Andrés Bruhn,Thomas Pock,Xue-Cheng Tai

By Andrés Bruhn,Thomas Pock,Xue-Cheng Tai

This booklet constitutes the completely refereed post-conference court cases of the overseas Dagstuhl-Seminar on effective Algorithms for international Optimization equipment in computing device imaginative and prescient, held in Dagstuhl fortress, Germany, in November 2011. The eight revised complete papers awarded have been conscientiously reviewed and chosen through 12 lectures given on the seminar. The seminar occupied with the whole algorithmic improvement pipeline for worldwide optimization difficulties in desktop imaginative and prescient: modelling, mathematical research, numerical solvers and parallelization. specifically, the objective of the seminar used to be to assemble researchers from all 4 fields to research and speak about the connections among the several levels of the algorithmic layout pipeline.

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Gewöhnliche Differentialgleichungen: Theorie und Praxis - by Wilhelm Forst,Dieter Hoffmann

By Wilhelm Forst,Dieter Hoffmann

Die Theorie der Gewöhnlichen Differentialgleichungen ist ein grundlegendes und unverändert aktuelles Gebiet der Mathematik.

Das vorliegende Buch führt nicht nur äußerst sorgfältig und umfassend in die Theorie ein, sondern vermittelt auch aufgrund der zahlreichen vollständig durchgerechneten Beispiele einen Einblick in deren Anwendungspraxis. Eine weitere Besonderheit ist der Brückenschlag zur Computeranwendung. Mit ausgefeilten Maple-Arbeitsblättern wird gezeigt, wie guy mit dem desktop gestalten, Ideen vermitteln und eindrucksvoll visualisieren kann.

So können auch rechnerisch anspruchsvollere Beispiele behandelt werden, als dies sonst üblich ist.

Mit seinem reichhaltigen fabric, dem klaren und präzisen Stil und der durchdachten didaktischen Konzeption ist das Buch bestens als foundation und Leitfaden für Studierende und Lehrende der Mathematik, Physik, Wirtschafts- wie auch Ingenieurwissenschaften geeignet, besonders auch in den Bachelor-Studiengängen.

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Mastering Machine Learning with Spark by Alex Tellez,Michal Malohlava

By Alex Tellez,Michal Malohlava

Key Features

  • Process and examine substantial info in a disbursed and scalable way
  • Write subtle Spark pipelines that contain complex extraction
  • Build and use regression types to foretell flight delays

Book Description

The goal of laptop studying is to construct platforms that study from facts. having the ability to comprehend tendencies and styles in complicated info is necessary to luck; it truly is one of many key suggestions to release progress within the not easy modern industry at the present time. With the meteoric upward push of laptop studying, builders at the moment are partial to checking out how can they make their Spark purposes smarter.

This publication provides entry to remodel facts into actionable wisdom. The publication commences via defining computing device studying primitives via the MLlib and H2O libraries. you are going to the best way to use Binary category to become aware of the Higgs Boson particle within the large volume of knowledge produced by means of CERN particle collider and classify day-by-day well-being actions utilizing ensemble tools for Multi-Class Classification.

Next, you'll remedy a customary regression challenge related to flight hold up predictions and write refined Spark pipelines. you are going to examine Twitter information with aid of the doc2vec set of rules and K-means clustering. ultimately, you'll construct diversified trend mining versions utilizing MLlib, practice complicated manipulation of DataFrames utilizing Spark and Spark SQL, and installation your app in a Spark streaming environment.

What you are going to learn

  • Use Spark streams to cluster tweets online
  • Run the PageRank set of rules to compute consumer influence
  • Perform advanced manipulation of DataFrames utilizing Spark
  • Define Spark pipelines to compose person info transformations
  • Utilize generated types for off-line/on-line prediction
  • Transfer the training from an ensemble to a less complicated Neural Network

About the Author

Alex Tellez is a desktop studying Scientist, bike owner, and large fan of the Apache Spark undertaking. He has labored in facts technological know-how for the previous five years at start-ups, mid-caps, and Fortune a hundred businesses spanning a large choice of use circumstances overlaying e-commerce, trip, finance, human assets, and healthcare. His favourite subject in desktop studying is using neural networks for traditional Language Processing within the components of sentiment research and knowledge retrieval.

Michal Malohlava is a software program engineer and programming languages fanatic who has been constructing languages and software program for over 10 years. He acquired his PhD from Charles collage in Prague in 2012, loved a post-doc at Purdue collage, and now is helping strengthen the allotted computer studying engine known as H2O. he's additionally drawn to development of not just dispensed but in addition embedded and real-time component-based platforms utilizing model-driven tools and domain-specific languages. He has participated within the layout and improvement of varied platforms together with the couch and Fractal part structures, and jPapabench keep an eye on system.

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Algorithmen kompakt und verständlich: Lösungsstrategien am by Markus Rimscha

By Markus Rimscha

Ameisen organisieren Städtereisen und ein computing device spielt Schach - wie es geht, das zeigt dieses Buch.

Für Programmierer, die bereits erste Erfahrungen gesammelt haben, wird ein breites Spektrum an Problemlösungsstrategien anhand konkreter und verständlicher Beispiele vorgestellt.

Sie können künftig selbstständig neue Aufgabenstellungen bewältigen, Optimierungspotential in bestehenden Programmen entdecken und damit bessere software program schreiben.

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