語系:
繁體中文
English
說明(常見問題)
登入
回首頁
切換:
標籤
|
MARC模式
|
ISBD
Data science and predictive analytic...
~
Dinov, Ivo D.
Data science and predictive analytics = biomedical and health applications using R /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Data science and predictive analytics/ by Ivo D. Dinov.
其他題名:
biomedical and health applications using R /
作者:
Dinov, Ivo D.
出版者:
Cham :Springer International Publishing : : 2018.,
面頁冊數:
xxxiv, 832 p. :ill., digital ; : 24 cm.;
Contained By:
Springer eBooks
標題:
Big data. -
電子資源:
https://doi.org/10.1007/978-3-319-72347-1
ISBN:
9783319723471
Data science and predictive analytics = biomedical and health applications using R /
Dinov, Ivo D.
Data science and predictive analytics
biomedical and health applications using R /[electronic resource] :by Ivo D. Dinov. - Cham :Springer International Publishing :2018. - xxxiv, 832 p. :ill., digital ;24 cm.
1 Introduction -- 2 Foundations of R -- 3 Managing Data in R -- 4 Data Visualization -- 5 Linear Algebra & Matrix Computing -- 6 Dimensionality Reduction -- 7 Lazy Learning: Classification Using Nearest Neighbors -- 8 Probabilistic Learning: Classification Using Naive Bayes -- 9 Decision Tree Divide and Conquer Classification -- 10 Forecasting Numeric Data Using Regression Models -- 11 Black Box Machine-Learning Methods: Neural Networks and Support Vector Machines -- 12 Apriori Association Rules Learning -- 13 k-Means Clustering -- 14 Model Performance Assessment -- 15 Improving Model Performance -- 16 Specialized Machine Learning Topics -- 17 Variable/Feature Selection -- 18 Regularized Linear Modeling and Controlled Variable Selection -- 19 Big Longitudinal Data Analysis -- 20 Natural Language Processing/Text Mining -- 21 Prediction and Internal Statistical Cross Validation -- 22 Function Optimization -- 23 Deep Learning Neural Networks -- 24 Summary -- 25 Glossary -- 26 Index -- 27 Errata.
ISBN: 9783319723471
Standard No.: 10.1007/978-3-319-72347-1doiSubjects--Topical Terms:
981821
Big data.
LC Class. No.: QA76.9.B45 / D56 2018
Dewey Class. No.: 005.7
Data science and predictive analytics = biomedical and health applications using R /
LDR
:01981nam a2200313 a 4500
001
928324
003
DE-He213
005
20180829122534.0
006
m d
007
cr nn 008maaau
008
190626s2018 gw s 0 eng d
020
$a
9783319723471
$q
(electronic bk.)
020
$a
9783319723464
$q
(paper)
024
7
$a
10.1007/978-3-319-72347-1
$2
doi
035
$a
978-3-319-72347-1
040
$a
GP
$c
GP
041
0
$a
eng
050
4
$a
QA76.9.B45
$b
D56 2018
072
7
$a
UN
$2
bicssc
072
7
$a
COM021000
$2
bisacsh
072
7
$a
UN
$2
thema
082
0 4
$a
005.7
$2
23
090
$a
QA76.9.B45
$b
D586 2018
100
1
$a
Dinov, Ivo D.
$3
1208248
245
1 0
$a
Data science and predictive analytics
$h
[electronic resource] :
$b
biomedical and health applications using R /
$c
by Ivo D. Dinov.
260
$a
Cham :
$c
2018.
$b
Springer International Publishing :
$b
Imprint: Springer,
300
$a
xxxiv, 832 p. :
$b
ill., digital ;
$c
24 cm.
505
0
$a
1 Introduction -- 2 Foundations of R -- 3 Managing Data in R -- 4 Data Visualization -- 5 Linear Algebra & Matrix Computing -- 6 Dimensionality Reduction -- 7 Lazy Learning: Classification Using Nearest Neighbors -- 8 Probabilistic Learning: Classification Using Naive Bayes -- 9 Decision Tree Divide and Conquer Classification -- 10 Forecasting Numeric Data Using Regression Models -- 11 Black Box Machine-Learning Methods: Neural Networks and Support Vector Machines -- 12 Apriori Association Rules Learning -- 13 k-Means Clustering -- 14 Model Performance Assessment -- 15 Improving Model Performance -- 16 Specialized Machine Learning Topics -- 17 Variable/Feature Selection -- 18 Regularized Linear Modeling and Controlled Variable Selection -- 19 Big Longitudinal Data Analysis -- 20 Natural Language Processing/Text Mining -- 21 Prediction and Internal Statistical Cross Validation -- 22 Function Optimization -- 23 Deep Learning Neural Networks -- 24 Summary -- 25 Glossary -- 26 Index -- 27 Errata.
650
0
$a
Big data.
$3
981821
650
0
$a
Mathematical statistics.
$3
527941
650
0
$a
R (Computer program language)
$3
679069
650
1 4
$a
Big Data.
$3
1017136
650
2 4
$a
Big Data/Analytics.
$3
1106909
650
2 4
$a
Health Informatics.
$3
593963
650
2 4
$a
Probability and Statistics in Computer Science.
$3
669886
650
2 4
$a
Data Mining and Knowledge Discovery.
$3
677765
710
2
$a
SpringerLink (Online service)
$3
593884
773
0
$t
Springer eBooks
856
4 0
$u
https://doi.org/10.1007/978-3-319-72347-1
950
$a
Computer Science (Springer-11645)
筆 0 讀者評論
多媒體
評論
新增評論
分享你的心得
Export
取書館別
處理中
...
變更密碼[密碼必須為2種組合(英文和數字)及長度為10碼以上]
登入