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dewey-ones:"006 - Special computer methods"
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1
Statistical
and Neural Classifiers : An Integrated Approach to Design
by
Raudys, Sarunas
Published 2001
Springer London
Table of Contents:
“
... Classification Algorithms -- 2.1 Principles of
Statistical
Decision
Theory
--
2.2
Four Parametric
Statistical
...
”
Read Now
2
Criminal Justice Forecasts of Risk : A Machine Learning Approach
by
Berk, Richard
Published 2012
Springer New York
Table of Contents:
“
... Forecasting
Methods
-- Examples -- Implementation -- Some Concluding Observations About Actuarial Justice...
”
Read Now
3
Uncertainty and Vagueness in Knowledge Based Systems : Numerical Methods
by
Kruse, Rudolf
,
Schwecke, Erhard
,
Heinsohn, Jochen
Published 1991
Springer Berlin Heidelberg
Table of Contents:
“
... Modeling Ignorance -- 1.3 The Scope of the Book -- 2. Introduction -- 2.1 Basic Notations --
2.2
A Simple...
”
Read Now
4
Empirical Inference : Festschrift in Honor of Vladimir N. Vapnik
Published 2013
Springer Berlin Heidelberg
Table of Contents:
“
... of
Statistical
Learning
Theory
-- Chap. 4 - Some Remarks on the
Statistical
Analysis of SVMs and Related
Methods
...
”
Read Now
5
Reliability and
Statistics
in Transportation and Communication...
Published 2023
Springer International Publishing
Subjects:
“
...
Statistics
...
”
Read Now
6
Uncertainty Analysis in Engineering and Sciences: Fuzzy Logic,
Statistics
, and Neural Network Approach
Published 1998
Springer US
Table of Contents:
“
...
Method
for Fuzzy Optimization -- 20. Interaction of Fuzzy Knowledge Granules for Conjunctive Logic -- 21...
”
Read Now
7
Introduction to Optimal Estimation
by
Kamen, Edward W.
,
Su, Jonathan K.
Published 1999
Springer London
Table of Contents:
“
... -- Problems -- 2 Random Signals and Systems with Random Inputs -- 2.1 Random Variables --
2.2
Random Discrete...
”
Read Now
8
Learning
Theory
: 19th Annual Conference on Learning Theory, COLT 2006, Pittsburgh, PA, USA, June 22-25, 2006, Proceedings
Published 2006
Springer Berlin Heidelberg
Table of Contents:
“
... Transductive Learning -- Uniform Convergence of Adaptive Graph-Based Regularization --
Statistical
Learning...
”
Read Now
9
Pattern Recognition
Theory
and Applications
Published 1987
Springer Berlin Heidelberg
Table of Contents:
“
...
Statistical
Methods
and Clustering Techniques -- 1. Advances in
statistical
pattern recognition...
”
Read Now
10
Machine learning
theory
and applications : hands-on use cases with Python on classical and quantum machines
by
Vasques, Xavier
Published 2024
Wiley
Table of Contents:
“
... -- 2.1.1.8 Quantile Transformation 48 -- 2.1.2 Example: Rescaling Applied to an SVM Model 50 --
2.2
...
”
Call Number:
Q325.5
Read Now
11
Guerrilla analytics : a practical approach to working with data
by
Ridge, Enda
Published 2015
Morgan Kaufmann
Table of Contents:
“
... -- Principle 3: Prefer Automation with Program Code Over Manual Graphical
Methods
; 3.2.5 -- Principle 4...
”
Call Number:
QA76.9.D343
Read Now
12
Image Structure
by
Florack, Luc
Published 1997
Springer Netherlands
Table of Contents:
“
... -- A.2 Geometric Concepts -- A.2.1 Preliminaries -- A.
2.2
Vectors -- A.2.3 Covectors -- A.2.4 Dual...
”
Read Now
13
Computer and machine vision : theory, algorithms, practicalities
by
Davies, E. R.
Published 2012
Academic Press
Table of Contents:
“
...3.17 Problems -- 4 Thresholding Techniques -- 4.1 Introduction -- 4.2 Region-Growing
Methods
-- 4.3...
”
Call Number:
TA1634
Read Now
14
Adaptive Modelling, Estimation and Fusion from Data : A Neurofuzzy Approach
by
Harris, Chris
,
Hong, Xia
,
Gan, Qiang
Published 2002
Springer Berlin Heidelberg
Table of Contents:
“
... overview -- 2. Basic concepts of data-based modelling -- 2.1 Introduction --
2.2
State-space models versus...
”
Read Now
15
Neural Networks and the Financial Markets : Predicting, Combining and Portfolio Optimisation
by
Shadbolt, Jimmy
Published 2002
Springer London
Table of Contents:
“
... Network Integration -- 21 Cointegration --
22
Joint Optimisation in
Statistical
Arbitrage Trading -- 23...
”
Read Now
16
Conformal prediction for reliable machine learning : theory, adaptations and applications
by
Balasubramanian, Vineeth
Published 2014
Morgan Kaufmann
Table of Contents:
“
...
methods
;
Statistical
methods
; Ensemble-based
methods
; Other
methods
; 3.2.2 Batch Mode Active Learning...
”
Call Number:
Q325.5
Read Now
17
Rough Sets and Current Trends in Computing : First International Conference, RSCTC’98 Warsaw, Poland, June 22–26, 1998 Proceedings
Published 1998
Springer Berlin Heidelberg
Table of Contents:
“
... -- ROSE - Software Implementation of the Rough Set
Theory
-- Rough Sets and Bayesian
Methods
Applied...
”
Read Now
18
MICAI 2002: Advances in Artificial Intelligence : Second Mexican International Conference on Artificial Intelligence Merida, Yucatan, Mexico, April 22-26, 2002 Proceedings
Published 2002
Springer Berlin Heidelberg
Table of Contents:
“
... Dynamics
Methods
for Identity Verification --...
”
Read Now
19
Machine Learning: ECML 2003 : 14th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings
Published 2003
Springer Berlin Heidelberg
Table of Contents:
“
... in Abalone -- Life Cycle Modeling of News Events Using Aging
Theory
-- Unambiguous Automata Inference...
”
Read Now
20
Machine Learning: ECML 2006 : 17th European Conference on Machine Learning, Berlin, Germany, September 18-22, 2006, Proceedings
Published 2006
Springer Berlin Heidelberg
Table of Contents:
“
... for Large Data Sets -- Dynamic Integration with Random Forests -- Bagging Using
Statistical
Queries --...
”
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006 - Special computer methods
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75
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40
Springer eBooks 2005-
27
O'Reilly
8
Author
Klopotek, Mieczyslaw A.
2
Vovk, Vladimir
2
Wierzchon, Slawomir T.
2
Ablameyko, Sergey
1
Agarwal, Sonali
1
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1
Anderson, Iain J.
1
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1
Atluri, Vani Vathsala
1
Ayyub, Bilal M.
1
Balasubramanian, Vineeth
1
Baltes, Jacky
1
Battistutti, Osvaldo C.
1
Berk, Richard
1
Bhateja, Vikrant
1
Bienenstock, E.
1
Blockeel, Hendrik
1
Boumerdassi, Selma
1
Braschler, Martin
1
Buse, Richard
1
Bülthoff, Heinrich H.
1
Cai, Jin-Hai
1
Cai, Zhihua
1
Cambon, C.
1
Campilho, Aurélio
1
Carneiro, Gustavo
1
Castillo, Enrique
1
Coello Coello, Carlos
1
Cremers, Daniel
1
Czarnowski, Ireneusz
1
Dandibhotla, Teja Santosh
1
Das, Swagatam
1
Davies, E. R.
1
Davis, E. James
1
Deco, Gustavo
1
Denoeux, Thierry
1
Destercke, Sébastien
1
Devijver, Pierre A.
1
Duch, Wlodzislaw
1
Dulhare, Uma N.
1
Ekbal, Asif
1
Ellacott, Stephen W.
1
Erdi, Peter
1
Florack, Luc
1
Fogarty, Terence C.
1
Fogelman Soulie, F.
1
Fomin, Vasily M.
1
Friedman, Avner
1
Fu, K. S.
1
Fu, Yun
1
Fürnkranz, Johannes
1
Gamberger, Dragan
1
Gan, Qiang
1
Ganascia, Jean-Gabriel
1
Gil, María Ángeles
1
Girolami, Mark
1
Goldengorin, Boris
1
Gonzalez, Jesus A.
1
Grzegorzewski, Przemyslaw
1
Gupta, Madan M.
1
Gutierrez, Jose M.
1
Hadi, Ali S.
1
Harris, Chris
1
Heinsohn, Jochen
1
Ho, Shen-Shyang
1
Hong, Xia
1
Hou, Edwin
1
Howlett, Robert J.
1
Hu, Chengyu
1
Huang, Thomas S.
1
Isahara, Hitoshi
1
Jain, Lakhmi C.
1
Kabashkin, Igor
1
Kahle, Reinhard
1
Kamel, Mohamed
1
Kamen, Edward W.
1
Kang, Zhuo
1
Kanzaki, Kyoko
1
Kar, Rajib
1
Khairol Amali Bin Ahmad
1
Kiselev, Sergey P.
1
Kittler, Josef
1
Kohonen, Teuvo
1
Kovalevsky, V.A.
1
Krogh, Jesper Wisborg
1
Kruse, Rudolf
1
Kuncheva, Ludmila I.
1
Kuznetsov, Sergei
1
Këpuska, Veton
1
Lagoudakis, Michail G.
1
Lavrač, Nada
1
Lee, Seong-Whan
1
Lemaitre, Christian
1
Lenca, Philippe
1
Li, S.Z.
1
Liu, Yong
1
Liu, Z.-Q.
1
Liu, Zhi-Qiang
1
Lu, Le
1
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