Library

X
feed icon rss

Your email was sent successfully. Check your inbox.

An error occurred while sending the email. Please try again.

Proceed reservation?

Export
  • 1
    Electronic Resource
    Electronic Resource
    Guest Editors' Introduction (1997)
    Springer
    Machine learning 26 (1997), S. 97-98 
    Details
    ISSN: 0885-6125
    Source: Springer Online Journal Archives 1860-2000
    Topics: Computer Science
    Type of Medium: Electronic Resource
    URL: http://dx.doi.org/10.1023/A:1007399922151
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
    Paper (German National Licenses)
    Fulltext
  • 2
    Electronic Resource
    Electronic Resource
    Pharmacophore Discovery Using the Inductive Logic Programming System PROGOL (1998)
    Springer
    Machine learning 30 (1998), S. 241-270 
    Details
    ISSN: 0885-6125
    Keywords: inductive logic programming ; pharmacophore ; structure-activity prediction
    Source: Springer Online Journal Archives 1860-2000
    Topics: Computer Science
    Notes: Abstract This paper presents a case study of a machine-aided knowledge discovery process within the general area of drug design. Within drug design, the particular problem of pharmacophore discovery is isolated, and the Inductive Logic Programming (ILP) system progol is applied to the problem of identifying potential pharmacophores for ACE inhibition. The case study reported in this paper supports four general lessons for machine learning and knowledge discovery, as well as more specific lessons for pharmacophore discovery, for Inductive Logic Programming, and for ACE inhibition. The general lessons for machine learning and knowledge discovery are as follows. 1. An initial rediscovery step is a useful tool when approaching a new application domain. 2. General machine learning heuristics may fail to match the details of an application domain, but it may be possible to successfully apply a heuristic-based algorithm in spite of the mismatch. 3. A complete search for all plausible hypotheses can provide useful information to a user, although experimentation may be required to choose between competing hypotheses. 4. A declarative knowledge representation facilitates the development and debugging of background knowledge in collaboration with a domain expert, as well as the communication of final results.
    Type of Medium: Electronic Resource
    URL: http://dx.doi.org/10.1023/A:1007460424845
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
    Paper (German National Licenses)
    Fulltext
  • 3
    Electronic Resource
    Electronic Resource
    2020 Computing Exceeding human limits (2006)
    [s.l.] : Nature Publishing Group
    Nature 440 (2006), S. 409-410 
    Details
    ISSN: 1476-4687
    Source: Nature Archives 1869 - 2009
    Topics: Biology , Chemistry and Pharmacology , Medicine , Natural Sciences in General , Physics
    Notes: [Auszug] ...The collection and curation of data throughout the sciences is becoming increasingly automated. For example, a single high-throughput experiment in biology can easily generate more than a gigabyte of data per day, and in astronomy automatic data collection leads to more than a terabyte of data ...
    Type of Medium: Electronic Resource
    URL: http://dx.doi.org/10.1038/440409a
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
    Paper (German National Licenses)
    Fulltext
  • 4
    Electronic Resource
    Electronic Resource
    Functional genomic hypothesis generation and experimentation by a robot scientist (2004)
    [s.l.] : Macmillian Magazines Ltd.
    Nature 427 (2004), S. 247-252 
    Details
    ISSN: 1476-4687
    Source: Nature Archives 1869 - 2009
    Topics: Biology , Chemistry and Pharmacology , Medicine , Natural Sciences in General , Physics
    Notes: [Auszug] The question of whether it is possible to automate the scientific process is of both great theoretical interest and increasing practical importance because, in many scientific areas, data are being generated much faster than they can be effectively analysed. We describe a physically implemented ...
    Type of Medium: Electronic Resource
    URL: http://dx.doi.org/10.1038/nature02236
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
    Paper (German National Licenses)
    Fulltext
  • 5
    Electronic Resource
    Electronic Resource
    Encoding the Universe (1988)
    [s.l.] : Nature Publishing Group
    Nature 335 (1988), S. 597-597 
    Details
    ISSN: 1476-4687
    Source: Nature Archives 1869 - 2009
    Topics: Biology , Chemistry and Pharmacology , Medicine , Natural Sciences in General , Physics
    Notes: [Auszug] IN 1937 Alan Turing's description of a general purpose computing machine was published in the Proceedings of the London Mathematical Society. Computers based on Turing's ideas are a fact of modern life. But there is still scant awareness of the wide-ranging implications of the thesis behind his ...
    Type of Medium: Electronic Resource
    URL: http://dx.doi.org/10.1038/335597a0
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
    Paper (German National Licenses)
    Fulltext
Close ⊗
This website uses cookies and the analysis tool Matomo. More information can be found here...