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254371156
Xleitfäden Der Informatik Algorithmisches Lernen, (Paperback)
Item #:
254371156
TMT 187
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- Das Buch gibt eine Einführung in das Gebiet des Algorithmischen Lernens, d. h. in den Bereich des Maschinellen Lernens, der methodische und komplexitätstheoretische Aspekte betont. Zunächst wird die Frage geklärt, was überhaupt Lernen bedeutet und wann man davon reden kann, eine Maschine habe gelernt. Anschließend wird einerseits untersucht, welche Objekte in diesem Sinne lernbar sind, andererseits werden auch die Grenzen aufgezeigt. Es werden strukturelle Resultate und algorithmische Entwurfsprinzipien für diese Verfahren dargestellt. Dabei geht es darum, zu bestimmen, wieviel Information zum Lernen notwendig bzw. ausreichend ist. Darüber hinaus werden auch Verfahren für konkrete Aufgaben vorgestellt. Außerdem werden Methoden präsentiert, um unzureichende Lernverfahren zu verbessern und Störungen in der zum Lernen benutzten Information herauszufiltern. Ãœbungen ermöglichen die Ãœberprüfung des richtigen Verständnisses beim Lesen des Buches.
| Publication date | March, 2000 |
| Author | Paul Fischer |
| Book format | Paperback |
| Genre | Computing & Internet |
| Pages | 196 |
| Age group | Adult |
| Binding type | Perfect Binding |
| Series title | Xleitfäden Der Informatik |
| Fiction/nonfiction | Non-Fiction |
| Publisher | Vieweg+teubner Verlag |
| Subgenre | Engineering (General) |
| Original languages | German |
| Translated from | ger |
| Edu focus | Technology |
| Recording time | 0 min |
| Is collectible | N |
| Bisac subject heading | Technology & Engineering |
| Edition | 1999 Edition |
| Language | German |
| Pub date | 2000-03-16 |
| Item Weight | 1 lbs (450 grams) |
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Xleitfäden Der Informatik Algorithmisches Lernen, (Paperback)
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