15 free books on machine learning 2014 08 13 | 5BF396365B2BDDD5B6B1680B3F785DDB59B29C03

15 free books on machine learning 2014 08 13

Name	15 free books on machine learning 2014-08-13	DOWNLOAD Copy Link
Total Size	95.6 MB
Total Files	76
Hash	5BF396365B2BDDD5B6B1680B3F785DDB59B29C03

/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 2v3.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