COPYRIGHT YEAR

2010

AUTHORS

S?awomir T. Wierzcho?, Zbigniew W. Ra?, Jacek Koronacki, Janusz Kacprzyk

TYPE

Monograph

TITLE

Advances in Machine Learning I

DESCRIPTION

State of the art of Machine LearningDedicated to the memory of Professor Ryszard S. Michalski

PUBLISHER

Springer Berlin Heidelberg

BOOK (manifestation)

  • Book: 978-3-642-05176-0 (Book)
  • Book: 978-3-642-05177-7 (eBook)

  • Related objects

    ORGANIZATION

  • Polish Academy Of Sciences

  • CHAPTERS

  • BookChapter: Learning and Evolution of Autonomous Adaptive Agents
  • BookChapter: Increasing Incompleteness of Data Sets—A Strategy for Inducing Better Rule Sets
  • BookChapter: Partition Measures for Data Mining
  • BookChapter: Determining the Best Classification Algorithm with Recourse to Sampling and Metalearning
  • BookChapter: Beyond Sequential Covering – Boosted Decision Rules
  • BookChapter: Quo Vadis? Reliable and Practical Rule Extraction from Neural Networks
  • BookChapter: Comparison of Machine Learning for Autonomous Robot Discovery
  • BookChapter: Ryszard S. Michalski: The Vision and Evolution of Machine Learning
  • BookChapter: Machine Learning Techniques for Prostate Ultrasound Image Diagnosis
  • BookChapter: Machine Learning Algorithms Inspired by the Work of Ryszard Spencer Michalski
  • BookChapter: The AQ Methods for Concept Drift
  • BookChapter: Structured Hidden Markov Model versus String Kernel Machines for Symbolic Sequence Classification
  • BookChapter: Transductive Learning for Spatial Data Classification
  • BookChapter: Creating Rule Ensembles from Automatically-Evolved Rule Induction Algorithms
  • BookChapter: Inductive Learning: A Combinatorial Optimization Approach
  • BookChapter: From Active to Proactive Learning Methods
  • BookChapter: Multistrategy Learning for Robot Behaviours
  • BookChapter: Learning and Unlearning in Hopfield-Like Neural Network Performing Boolean Factor Analysis
  • BookChapter: Automatic Selection of Object Recognition Methods Using Reinforcement Learning
  • BookChapter: Segmentation of Breast Cancer Fine Needle Biopsy Cytological Images Using Fuzzy Clustering
  • BookChapter: Knowledge Discovery Using Rough Set Theory
  • BookChapter: An Analysis of Relevance Vector Machine Regression
  • BookChapter: Transfer Learning via Advice Taking
  • BookChapter: Cascade Classifiers for Hierarchical Decision Systems
  • BookChapter: An Analysis of the FURIA Algorithm for Fuzzy Rule Induction
  • BookChapter: Explicit Feature Construction and Manipulation for Covering Rule Learning Algorithms

  • PRODUCT MARKET CODES

  • Computer Science
  • Artificial Intelligence (Incl. Robotics)
  • Computational Intelligence

  • How to use: Click on a object to move its position. Double click to open its homepage. Right click to preview its contents.

    Download the RDF metadata as:   json-ld nt turtle xml License info


    23 TRIPLES      18 PREDICATES      24 URIs      13 LITERALS

    Subject Predicate Object
    1 book-editions:093705b29e8fce91ba94bf07a55136b4 sg:bookType Monograph
    2 sg:chapterCount 26
    3 sg:copyrightHolder Springer-Verlag Berlin Heidelberg
    4 sg:copyrightYear 2010
    5 sg:ddsId 156973
    6 sg:description <P>State of the art of Machine Learning</P><P>Dedicated to the memory of Professor Ryszard S. Michalski</P>
    7 sg:editionNumber 1
    8 sg:hasContributingOrganization grid-institutes:grid.413454.3
    9 sg:hasContribution contributions:243c9b531264f9108b78dcdbb68e2fa0
    10 contributions:7d5282df2d8445391919d18ebc61b041
    11 contributions:e034f982f5b5dabba22a7e90836a0c97
    12 contributions:f490001cd4e714d5c681b13a038a8bb6
    13 sg:hasProductMarketCode product-market-codes:I
    14 product-market-codes:I21017
    15 product-market-codes:T11014
    16 sg:language En
    17 sg:license http://scigraph.springernature.com/explorer/license/
    18 sg:publisher Springer Berlin Heidelberg
    19 sg:scigraphId 093705b29e8fce91ba94bf07a55136b4
    20 sg:subtitle Dedicated to the Memory of Professor Ryszard S. Michalski
    21 sg:title Advances in Machine Learning I
    22 rdf:type sg:BookEdition
    23 rdfs:label BookEdition: Advances in Machine Learning I
    HOW TO GET THIS DATA PROGRAMMATICALLY:

    JSON-LD is a popular JSON format for linked data.

    curl -H 'Accept: application/ld+json' 'http://scigraph.springernature.com/things/book-editions/093705b29e8fce91ba94bf07a55136b4'

    N-Triples is a line-based linked data format ideal for batch operations .

    curl -H 'Accept: application/n-triples' 'http://scigraph.springernature.com/things/book-editions/093705b29e8fce91ba94bf07a55136b4'

    Turtle is a human-readable linked data format.

    curl -H 'Accept: text/turtle' 'http://scigraph.springernature.com/things/book-editions/093705b29e8fce91ba94bf07a55136b4'

    RDF/XML is a standard XML format for linked data.

    curl -H 'Accept: application/rdf+xml' 'http://scigraph.springernature.com/things/book-editions/093705b29e8fce91ba94bf07a55136b4'






    Preview window. Press ESC to close (or click here)


    ...