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Induction, algorithmic learning theory, and philosophy

Induction, algorithmic learning theory, and philosophy

Material type
단행본
Personal Author
Friend, Michfle Goethe, Norma B. Harizanov, Valentina S.
Title Statement
Induction, algorithmic learning theory, and philosophy / edited by Michele Friend, Norma B. Goethe, Valentina S. Harizanov.
Publication, Distribution, etc
Dordrecht :   Springer Verlag ,   2007.  
Physical Medium
xiii, 287 p. ; 24 cm.
Series Statement
Logic, epistemology and the unity of science ; v. 9
ISBN
9781402061264 1402061269
Content Notes
1. Introduction to the philosophy and mathematics of algorithmic learning theory / Valentina S. Harizanov, Norma B. Goethe, Michele Friend -- pt. 1. Technical papers -- 2. Inductive inference systems for learning classes of algorithmically generated sets and structures / V.S. Harizanov -- 3. Deduction, induction, and beyond in parametric logic / Eric Martin, Arun Sharma, Frank Stephan -- 4. How simplicity helps you find the truth without pointing at it / Kevin t. Kelly -- 5. Introduction over the continuum / Iraj Kalantari -- pt. 2. Philosophy papers -- 6. Logically reliable inductive inference / Oliver Schulte -- 7. Some philosophical concerns about the confidence in 'confident learning' / M. Friend -- 8. How to do things with an infinite regress / Kevin T. Kelly -- 9. Trade-offs / Clark Glymour -- 10. Two ways of thinking about induction / N.B. Goethe -- 11. Between history and logic / Brendan Larvor.
Bibliography, Etc. Note
Includes bibliographical references and index.
Subject Added Entry-Topical Term
Computer algorithms. Machine learning. Mathematics -- Philosophy.
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001 000045406725
005 20071210163811
008 070510s2007 ne 000 0 eng d
020 ▼a 9781402061264
020 ▼a 1402061269
035 ▼a (OCoLC)154712025
040 ▼a BTCTA ▼c BTCTA ▼d BAKER ▼d DGW ▼d YDXCP ▼d KUB ▼d 211009
049 ▼a KUBA
050 4 ▼a QA76.9.A43 ▼b I46 2007
082 0 4 ▼a 006.31 ▼2 22
090 ▼a 006.31 ▼b I42
245 0 0 ▼a Induction, algorithmic learning theory, and philosophy / ▼c edited by Michele Friend, Norma B. Goethe, Valentina S. Harizanov.
260 ▼a Dordrecht : ▼b Springer Verlag , ▼c 2007.
300 ▼a xiii, 287 p. ; ▼c 24 cm.
440 0 ▼a Logic, epistemology and the unity of science ; ▼v v. 9
504 ▼a Includes bibliographical references and index.
505 0 0 ▼g 1. ▼t Introduction to the philosophy and mathematics of algorithmic learning theory / ▼r Valentina S. Harizanov, Norma B. Goethe, Michele Friend -- ▼g pt. 1. ▼t Technical papers -- ▼g 2. ▼t Inductive inference systems for learning classes of algorithmically generated sets and structures / ▼r V.S. Harizanov -- ▼g 3. ▼t Deduction, induction, and beyond in parametric logic / ▼r Eric Martin, Arun Sharma, Frank Stephan -- ▼g 4. ▼t How simplicity helps you find the truth without pointing at it / ▼r Kevin t. Kelly -- ▼g 5. ▼t Introduction over the continuum / ▼r Iraj Kalantari -- ▼g pt. 2. ▼t Philosophy papers -- ▼g 6. ▼t Logically reliable inductive inference / ▼r Oliver Schulte -- ▼g 7. ▼t Some philosophical concerns about the confidence in 'confident learning' / ▼r M. Friend -- ▼g 8. ▼t How to do things with an infinite regress / ▼r Kevin T. Kelly -- ▼g 9. ▼t Trade-offs / ▼r Clark Glymour -- ▼g 10. ▼t Two ways of thinking about induction / ▼r N.B. Goethe -- ▼g 11. ▼t Between history and logic / ▼r Brendan Larvor.
650 0 ▼a Computer algorithms.
650 0 ▼a Machine learning.
650 0 ▼a Mathematics ▼x Philosophy.
700 1 ▼a Friend, Michfle ▼4 edt
700 1 ▼a Goethe, Norma B. ▼4 edt
700 1 ▼a Harizanov, Valentina S. ▼4 edt
945 ▼a KINS
994 ▼a C0 ▼b KUB

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/Western Books/ Call Number 006.31 I42 Accession No. 111447034 Availability Available Due Date Make a Reservation Service B M

Contents information

Table of Contents

to the Philosophy and Mathematics of Algorithmic Learning Theory.- to the Philosophy and Mathematics of Algorithmic Learning Theory.- Technical Papers.- Inductive Inference Systems for Learning Classes of Algorithmically Generated Sets and Structures.- Deduction, Induction, and beyond in Parametric Logic.- How Simplicity Helps You Find the Truth without Pointing at it.- Induction over the Continuum.- Philosophy Papers.- Logically Reliable Inductive Inference.- Some Philosophical Concerns about the Confidence in 'Confident Learning'.- How to Do Things with an Infinite Regress.- Trade-Offs.- Two Ways of Thinking about Induction.- Between History and Logic.


Information Provided By: : Aladin

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