HOME > Detail View

Detail View

머신러닝에서 딥러닝까지 : 이론 편

머신러닝에서 딥러닝까지 : 이론 편 (Loan 87 times)

Material type
단행본
Personal Author
곽동민 박세원, 저 이한남, 저
Title Statement
머신러닝에서 딥러닝까지 = Machine learning to deep learning : 이론 편 / 곽동민, 박세원, 이한남
Publication, Distribution, etc
서울 :   퍼플,   2015  
Physical Medium
vi, 294 p. : 삽화, 도표 ; 25 cm
Series Statement
딥큐먼 인공지능 그룹 기술서적 시리즈 ;1
ISBN
9788924026931
General Note
부록: A. 벡터, B. 정보이론, C. 최적화  
000 00000nam c2200205 c 4500
001 000045854593
005 20151221133340
007 ta
008 151221s2015 ulkad 000c kor
020 ▼a 9788924026931 ▼g 03560
040 ▼a 211009 ▼c 211009 ▼d 211009
082 0 4 ▼a 006.3 ▼a 006.31 ▼2 23
085 ▼a 006.3 ▼2 DDCK
090 ▼a 006.3 ▼b 2015z3 ▼c 1
100 1 ▼a 곽동민
245 1 0 ▼a 머신러닝에서 딥러닝까지 = ▼x Machine learning to deep learning : ▼b 이론 편 / ▼d 곽동민, ▼e 박세원, ▼e 이한남
260 ▼a 서울 : ▼b 퍼플, ▼c 2015
300 ▼a vi, 294 p. : ▼b 삽화, 도표 ; ▼c 25 cm
440 0 0 ▼a 딥큐먼 인공지능 그룹 기술서적 시리즈 ; ▼v 1
500 ▼a 부록: A. 벡터, B. 정보이론, C. 최적화
700 1 ▼a 박세원, ▼e
700 1 ▼a 이한남, ▼e
945 ▼a KLPA

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Science & Engineering Library/Sci-Info(Stacks1)/ Call Number 006.3 2015z3 1 Accession No. 121235061 Availability Available Due Date Make a Reservation Service B M
No. 2 Location Science & Engineering Library/Sci-Info(Stacks1)/ Call Number 006.3 2015z3 1 Accession No. 121235373 Availability Available Due Date Make a Reservation Service B M
No. 3 Location Science & Engineering Library/Sci-Info(Stacks1)/ Call Number 006.3 2015z3 1 Accession No. 121236771 Availability Available Due Date Make a Reservation Service B M

Contents information

Table of Contents

서문 = ⅴ
Ⅰ. MACHINE LEARNING = 1
  1. Linear Regression = 2
  2. Logistic Regression = 11
  3. Feed-forward Neural Networks = 33
  4. Support Vector Machine = 49
  5. Naive Bayesian = 65
  6. Hidden Markov Model = 74
  7. Conditional Random Field = 86
  8. Recurrent Neural Network = 111
  9. Decision Tree = 130
  10. Clustering = 147
  11. Dimension Reduction = 159
Ⅱ. DEEP LEARNING = 176
  12. Energy Based Model = 177
  13. Restricted Boltzmann Machine = 185
  14. Deep Belief Network = 210
  15. Convolutional Neural Network = 233
Ⅲ. 부록 = 248
  A. 벡터 = 249
  B. 정보이론 = 258
  C. 최적화 = 266

New Arrivals Books in Related Fields

데이터분석과인공지능활용편찬위원회 (2021)
Harrison, Matt (2021)
Stevens, Eli (2020)