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dewey-ones:"153 - Mental processes & intelligence"
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1
Predictive analytics for the modern enterprise : a practiioner's guide to designing and implementing solutions
by
Ali, Nooruddin Abbas
Published 2024
O'Reilly Media, Inc.
Table of Contents:
“
... Decision
Trees
-- Other
Algorithms
-- Random Forests -- Neural Networks -- Support Vector Machines -- Naive...
”
Call Number:
HD30.23
Read Now
2
Creative evolutionary systems
by
Bentley, Peter J.
Published 2002
Morgan Kaufmann
Table of Contents:
“
... / Helen Jackson -- Using evolutionary
algorithms
to aid designers of architectural structures / Peter von...
”
Call Number:
QA76.618
Read Now
3
Applied data mining for business analytics
by
Delen, Dursun
Published 2016
Pearson FT Press
“
...
trees
, and cluster analysis ... key
algorithms
such as nearest neighbor ... artificial neural networks...
”
Call Number:
HF5415.126
Read Now
4
Reinforcement learning with TensorFlow : a beginner's guide to designing self-learning systems with TensorFlow and OpenAI Gym
by
Dutta, Sayon
Published 2018
Packt Publishing
Table of Contents:
“
...The Monte Carlo
tree
search
algorithm
-- Minimax and game
trees
-- The Monte Carlo
Tree
Search...
”
Call Number:
Q325.6
Read Now
5
Deep reinforcement learning with Python : with Pytorch, Tensorflow and OpenAI Gym
by
Sanghi, Nimish
Published 2021
Apress
Table of Contents:
“
... -- Chapter 3: Model Based
Algorithms
-- Chapter 4: Model Free Approaches -- Chapter 5: Function Approximation...
”
Call Number:
Q325.6
Read Now
6
Deep learning and the game of Go
by
Pumperla, Max
,
Ferguson, Kevin
Published 2019
Manning Publications Co.
Table of Contents:
“
... networks to improve Monte Carlo rollouts -- 13.4.2.
Tree
search with a combined value function -- 13.4.3...
”
Call Number:
Q325.5
Read Now
7
Data-driven business decisions
by
Lloyd, Chris J.
Published 2011
John Wiley & Sons
Table of Contents:
“
...Note continued: 3.6.How Strong Is the Relationship? Measuring Dependence -- 3.7.Probability
Trees
...
”
Call Number:
HD30.23
Read Now
8
Human and Machine Problem Solving
Published 1989
Springer US
Table of Contents:
“
...-Person Games -- 3. Minimaxing with an Evaluation Function -- 4. The Alpha-Beta
Algorithm
-- 5...
”
Read Now
9
Risk assessment and decision analysis with Bayesian networks
by
Fenton, Norman E.
,
Neil, Martin
Published 2013
CRC Press
“
... Ties and HazardsFault
Tree
Analysis (FTA)Event
Tree
Analysis (ETA)Soft Systems, Causal Models, and Risk...
”
Call Number:
QA279.5
Read Now
10
Reinforcement learning and stochastic optimization : a unified framework for sequential decisions
by
Powell, Warren B.
Published 2022
John Wiley & Sons, Inc
Table of Contents:
“
... -- 16.6 Value Function Approximations Based on Bayesian Learning* 852 -- 16.7 Learning
Algorithms
...
”
Call Number:
Q325.6
Read Now
11
Extenics and innovation methods : proceedings of the International Symposium on Extenics and Innovation Methods, Beijing, P.R. China, 16-18 August 2013
by
Cai, Wen
Published 2013
CRC Press
Table of Contents:
“
... & R.A. Khan -- A personalized recommendation
algorithm
based on extenics / Y. Ding, H. Gao & W. Liu...
”
Call Number:
QA279.4
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