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Download 15 free books on machine learning 2014-08-13

15 free books on machine learning 2014 08 13

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15 free books on machine learning 2014-08-13

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95.6 MB

Total Files

76

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E5D0A5C8277E901583E956B10ADA49D321069820

/01of15 - [ONLY SAMPLE CHAPTERS 1-6] The LION Way - Machine Learning plus Intelligent Optimization/

00of01 - Book Cover.pdf

431.4 KB

01of01 - Sample Chapters 1-6.pdf

6.7 MB

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02of15 - A Course in Machine Learning.pdf

3.0 MB

03of15 - A First Encounter with Machine Learning.pdf

425.7 KB

04of15 - Bayesian Reasoning and Machine Learning.pdf

16.2 MB

05of15 - Introduction to Machine Learning.pdf

700.1 KB

06of15 - The Elements of Statistical Learning - Data Mining, Inference, and Prediction.pdf

12.8 MB

09of15 - Reinforcement Learning - An Introduction.pdf

5.5 MB

11of15 - Machine Learning, Neural and Statistical Classification.pdf

1.8 MB

12of15 - Introduction To Machine Learning.pdf

1.9 MB

14of15 - Practical Artificial Intelligence Programming in Java.pdf

1.3 MB

15of15 - Information Theory, Inference, and Learning Algorithms.pdf

11.7 MB

fifteen free eBooks on machine learning 1v3.html

88.0 KB

fifteen free eBooks on machine learning 2v33.html

86.8 KB

fifteen free eBooks on machine learning 3v3.html

87.1 KB

/07of15 - Reinforcement Learning/

01of20 - Neural Machine Learning Approaches Q-Learning and Complexity Estimation Based Information Processing System.pdf

979.3 KB

02of20 - From Automation To Autonomy.pdf

390.7 KB

03of20 - Taking Experience to a Whole New Level.pdf

623.1 KB

04of20 - Hamiltonian Neural Networks Based Networks for Learning.pdf

409.4 KB

05of20 - Similarity Discriminant Analysis.pdf

1.3 MB

06of20 - Forced Information for Information-Theoretic Competitive Learning.pdf

1.1 MB

07of20 - Learning to Build a Semantic Thesaurus from Free Text Corpora without External Help.pdf

352.9 KB

08of20 - Machine Learning Methods for Spoken Dialogue Simulation and Optimization.pdf

456.9 KB

09of20 - Hardening Email Security via Bayesian Additive Regression Trees.pdf

750.6 KB

10of20 - Learning Optimal Web Service Selections in Dynamic Environments when Many Quality-of-Service Criteria Matter.pdf

885.8 KB

11of20 - Model Selection for Ranking SVM Using Regularization Path.pdf

669.5 KB

12of20 - Generation of Facial Expression Map using Supervised and Unsupervised Learning.pdf

776.4 KB

13of20 - Linear Subspace Learning for Facial Expression Analysis.pdf

1.4 MB

14of20 - Resampling Methods for Unsupervised Learning from Sample Data.pdf

287.9 KB

15of20 - 3D Shape Classification and Retrieval Using Heterogenous Features and Supervised Learning.pdf

906.7 KB

16of20 - Performance Analysis of Hybrid Non-Supervised & Supervised Learning Techniques Applied to the Classification of Faults in Energy Transport Systems.pdf

824.3 KB

17of20 - Genetic Network Programming with Reinforcement Learning and Its Application to Creating Stock Trading Rules.pdf

541.3 KB

18of20 - Heuristic Dynamic Programming Nonlinear Optimal Controller.pdf

374.7 KB

19of20 - Implicit Estimation of Another's Intention Based on Modular Reinforcement Learning.pdf

766.8 KB

20of20 - Machine Learning for Sequential Behavior Modeling and Prediction.pdf

988.9 KB

/08of15 - Machine Learning/

01of22 - Neural Forecasting Systems.pdf

568.4 KB

02of22 - Reinforcement Learning in System Identification.pdf

465.7 KB

03of22 - Reinforcement Evolutionary Learning for Neuro-Fuzzy Controller Design.pdf

710.9 KB

04of22 - Superposition-Inspired Reinforcement Learning and Quantum Reinforcement Learning.pdf

418.1 KB

05of22 - An Extension of Finite-state Markov Decision Process and an Application of Grammatical Inference.pdf

712.0 KB

06of22 - Interaction Between the Spatio-Temporal Learning Rule (Non Hebbian) and Hebbian in Single Cells - A Cellular Mechanism of Reinforcement Learning.pdf

345.5 KB

07of22 - Reinforcement Learning Embedded in Brains and Robots.pdf

333.1 KB

08of22 - Decentralized Reinforcement Learning for the Online Optimization of Distributed Systems.pdf

477.2 KB

09of22 - Multi-Automata Learning.pdf

546.9 KB

10of22 - Abstraction for Genetics-Based Reinforcement Learning.pdf

366.7 KB

11of22 - Dynamics of the Bush-Mosteller Learning Algorithm in 2x2 Games.pdf

553.4 KB

12of22 - Modular Learning Systems for Behavior Acquisition in Multi-Agent Environment.pdf

329.3 KB

13of22 - Optimising Spoken Dialogue Strategies within the Reinforcement Learning Paradigm.pdf

465.1 KB

14of22 - Water Allocation Improvement in River Basin Using Adaptive Neural Fuzzy Reinforcement Learning Approach.pdf

485.4 KB

15of22 - Reinforcement Learning for Building Environmental Control.pdf

257.9 KB

16of22 - Model-Free Learning Control of Chemical Processes.pdf

293.1 KB

17of22 - Reinforcement Learning-Based Supervisory Control Strategy for a Rotary Kiln Process.pdf

365.5 KB

18of22 - Inductive Approaches Based on Trial&Error Paradigm for Communications Network.pdf

492.6 KB

19of22 - The Allocation of Time and Location Information to Activity-Travel Sequence Data by Means of Reinforcement Learning.pdf

809.1 KB

20of22 - Application on Reinforcement Learning for Diagnosis Based on Medical Image.pdf

492.7 KB

21of22 - RL Based Decision Support System for u-Healthcare Environment.pdf

362.5 KB

22of22 - Reinforcement Learning to Support Meta-Level Control in Air Traffic Management.pdf

446.8 KB

/10of15 - Gaussian Processes for Machine Learning/

00of15 - Front Matter.pdf

281.6 KB

01of15 - Introduction.pdf

332.6 KB

02of15 - Regression.pdf

466.9 KB

03of15 - Classification.pdf

815.7 KB

04of15 - Covariance Functions.pdf

691.4 KB

05of15 - Model Selection and Adaptation of Hyperparameters.pdf

862.9 KB

06of15 - Relationships between GPs and Other Models.pdf

555.4 KB

07of15 - Theoretical Perspectives.pdf

365.3 KB

08of15 - Approximation Methods for Large Datasets.pdf

388.2 KB

09of15 - Further Issues and Conclusions.pdf

304.1 KB

10of15 - Appendix A - Mathematical Background.pdf

304.9 KB

11of15 - Appendix B - Gaussian Markov Processes.pdf

329.5 KB

12of15 - Appendix C - Datasets and Code.pdf

69.1 KB

13of15 - Bibliography.pdf

207.8 KB

14of15 - Author Index.pdf

95.9 KB

15of15 - Subject Index.pdf

131.2 KB

Contents.html

5.5 KB

/13of15 - Inductive Logic Programming - Techniques and Applications/

00of01 - Front Matter.pdf

128.2 KB

01of01 - Complete Text.pdf

1.7 MB

 

Total files 76


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