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Induction, algorithmic learning theory, and philosophy

Induction, algorithmic learning theory, and philosophy

자료유형
단행본
개인저자
Friend, Michfle Goethe, Norma B. Harizanov, Valentina S.
서명 / 저자사항
Induction, algorithmic learning theory, and philosophy / edited by Michele Friend, Norma B. Goethe, Valentina S. Harizanov.
발행사항
Dordrecht :   Springer Verlag ,   2007.  
형태사항
xiii, 287 p. ; 24 cm.
총서사항
Logic, epistemology and the unity of science ; v. 9
ISBN
9781402061264 1402061269
내용주기
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.
서지주기
Includes bibliographical references and index.
일반주제명
Computer algorithms. Machine learning. Mathematics -- Philosophy.
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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

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 중앙도서관/서고6층/ 청구기호 006.31 I42 등록번호 111447034 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

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.


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