15 Free Books on Machine Learning 2014-08-13
File List
| File | Size |
|---|---|
| 01of15 - [ONLY SAMPLE CHAPTERS 1-6] The LION Way - Machine Learning plus Intelligent Optimization/00of01 - Book Cover.pdf | 421.27 KB |
| 01of15 - [ONLY SAMPLE CHAPTERS 1-6] The LION Way - Machine Learning plus Intelligent Optimization/01of01 - Sample Chapters 1-6.pdf | 6.35 MB |
| 02of15 - A Course in Machine Learning.pdf | 2.84 MB |
| 03of15 - A First Encounter with Machine Learning.pdf | 415.7 KB |
| 04of15 - Bayesian Reasoning and Machine Learning.pdf | 15.43 MB |
| 05of15 - Introduction to Machine Learning.pdf | 683.74 KB |
| 06of15 - The Elements of Statistical Learning - Data Mining, Inference, and Prediction.pdf | 12.16 MB |
| 07of15 - Reinforcement Learning/01of20 - Neural Machine Learning Approaches Q-Learning and Complexity Estimation Based Information Processing System.pdf | 956.39 KB |
| 07of15 - Reinforcement Learning/02of20 - From Automation To Autonomy.pdf | 381.56 KB |
| 07of15 - Reinforcement Learning/03of20 - Taking Experience to a Whole New Level.pdf | 608.47 KB |
| 07of15 - Reinforcement Learning/04of20 - Hamiltonian Neural Networks Based Networks for Learning.pdf | 399.85 KB |
| 07of15 - Reinforcement Learning/05of20 - Similarity Discriminant Analysis.pdf | 1.24 MB |
| 07of15 - Reinforcement Learning/06of20 - Forced Information for Information-Theoretic Competitive Learning.pdf | 1.03 MB |
| 07of15 - Reinforcement Learning/07of20 - Learning to Build a Semantic Thesaurus from Free Text Corpora without External Help.pdf | 344.64 KB |
| 07of15 - Reinforcement Learning/08of20 - Machine Learning Methods for Spoken Dialogue Simulation and Optimization.pdf | 446.2 KB |
| 07of15 - Reinforcement Learning/09of20 - Hardening Email Security via Bayesian Additive Regression Trees.pdf | 733.02 KB |
| 07of15 - Reinforcement Learning/10of20 - Learning Optimal Web Service Selections in Dynamic Environments when Many Quality-of-Service Criteria Matter.pdf | 865.06 KB |
| 07of15 - Reinforcement Learning/11of20 - Model Selection for Ranking SVM Using Regularization Path.pdf | 653.76 KB |
| 07of15 - Reinforcement Learning/12of20 - Generation of Facial Expression Map using Supervised and Unsupervised Learning.pdf | 758.16 KB |
| 07of15 - Reinforcement Learning/13of20 - Linear Subspace Learning for Facial Expression Analysis.pdf | 1.3 MB |
| 07of15 - Reinforcement Learning/14of20 - Resampling Methods for Unsupervised Learning from Sample Data.pdf | 281.19 KB |
| 07of15 - Reinforcement Learning/15of20 - 3D Shape Classification and Retrieval Using Heterogenous Features and Supervised Learning.pdf | 885.44 KB |
| 07of15 - Reinforcement Learning/16of20 - Performance Analysis of Hybrid Non-Supervised & Supervised Learning Techniques Applied to the Classification of Faults in Energy Transport Systems.pdf | 804.99 KB |
| 07of15 - Reinforcement Learning/17of20 - Genetic Network Programming with Reinforcement Learning and Its Application to Creating Stock Trading Rules.pdf | 528.58 KB |
| 07of15 - Reinforcement Learning/18of20 - Heuristic Dynamic Programming Nonlinear Optimal Controller.pdf | 365.91 KB |
| 07of15 - Reinforcement Learning/19of20 - Implicit Estimation of Another's Intention Based on Modular Reinforcement Learning.pdf | 748.84 KB |
| 07of15 - Reinforcement Learning/20of20 - Machine Learning for Sequential Behavior Modeling and Prediction.pdf | 965.7 KB |
| 08of15 - Machine Learning/01of22 - Neural Forecasting Systems.pdf | 555.06 KB |
| 08of15 - Machine Learning/02of22 - Reinforcement Learning in System Identification.pdf | 454.75 KB |
| 08of15 - Machine Learning/03of22 - Reinforcement Evolutionary Learning for Neuro-Fuzzy Controller Design.pdf | 694.23 KB |
| 08of15 - Machine Learning/04of22 - Superposition-Inspired Reinforcement Learning and Quantum Reinforcement Learning.pdf | 408.34 KB |
| 08of15 - Machine Learning/05of22 - An Extension of Finite-state Markov Decision Process and an Application of Grammatical Inference.pdf | 695.3 KB |
| 08of15 - Machine Learning/06of22 - Interaction Between the Spatio-Temporal Learning Rule (Non Hebbian) and Hebbian in Single Cells - A Cellular Mechanism of Reinforcement Learning.pdf | 337.44 KB |
| 08of15 - Machine Learning/07of22 - Reinforcement Learning Embedded in Brains and Robots.pdf | 325.31 KB |
| 08of15 - Machine Learning/08of22 - Decentralized Reinforcement Learning for the Online Optimization of Distributed Systems.pdf | 466.04 KB |
| 08of15 - Machine Learning/09of22 - Multi-Automata Learning.pdf | 534.05 KB |
| 08of15 - Machine Learning/10of22 - Abstraction for Genetics-Based Reinforcement Learning.pdf | 358.14 KB |
| 08of15 - Machine Learning/11of22 - Dynamics of the Bush-Mosteller Learning Algorithm in 2x2 Games.pdf | 540.4 KB |
| 08of15 - Machine Learning/12of22 - Modular Learning Systems for Behavior Acquisition in Multi-Agent Environment.pdf | 321.6 KB |
| 08of15 - Machine Learning/13of22 - Optimising Spoken Dialogue Strategies within the Reinforcement Learning Paradigm.pdf | 454.2 KB |
| 08of15 - Machine Learning/14of22 - Water Allocation Improvement in River Basin Using Adaptive Neural Fuzzy Reinforcement Learning Approach.pdf | 474.07 KB |
| 08of15 - Machine Learning/15of22 - Reinforcement Learning for Building Environmental Control.pdf | 251.87 KB |
| 08of15 - Machine Learning/16of22 - Model-Free Learning Control of Chemical Processes.pdf | 286.2 KB |
| 08of15 - Machine Learning/17of22 - Reinforcement Learning-Based Supervisory Control Strategy for a Rotary Kiln Process.pdf | 356.91 KB |
| 08of15 - Machine Learning/18of22 - Inductive Approaches Based on Trial&Error Paradigm for Communications Network.pdf | 481.02 KB |
| 08of15 - Machine Learning/19of22 - The Allocation of Time and Location Information to Activity-Travel Sequence Data by Means of Reinforcement Learning.pdf | 790.18 KB |
| 08of15 - Machine Learning/20of22 - Application on Reinforcement Learning for Diagnosis Based on Medical Image.pdf | 481.18 KB |
| 08of15 - Machine Learning/21of22 - RL Based Decision Support System for u-Healthcare Environment.pdf | 353.99 KB |
| 08of15 - Machine Learning/22of22 - Reinforcement Learning to Support Meta-Level Control in Air Traffic Management.pdf | 436.3 KB |
| 09of15 - Reinforcement Learning - An Introduction.pdf | 5.23 MB |
| 10of15 - Gaussian Processes for Machine Learning/00of15 - Front Matter.pdf | 274.97 KB |
| 10of15 - Gaussian Processes for Machine Learning/01of15 - Introduction.pdf | 324.76 KB |
| 10of15 - Gaussian Processes for Machine Learning/02of15 - Regression.pdf | 455.98 KB |
| 10of15 - Gaussian Processes for Machine Learning/03of15 - Classification.pdf | 796.57 KB |
| 10of15 - Gaussian Processes for Machine Learning/04of15 - Covariance Functions.pdf | 675.16 KB |
| 10of15 - Gaussian Processes for Machine Learning/05of15 - Model Selection and Adaptation of Hyperparameters.pdf | 842.7 KB |
| 10of15 - Gaussian Processes for Machine Learning/06of15 - Relationships between GPs and Other Models.pdf | 542.39 KB |
| 10of15 - Gaussian Processes for Machine Learning/07of15 - Theoretical Perspectives.pdf | 356.76 KB |
| 10of15 - Gaussian Processes for Machine Learning/08of15 - Approximation Methods for Large Datasets.pdf | 379.05 KB |
| 10of15 - Gaussian Processes for Machine Learning/09of15 - Further Issues and Conclusions.pdf | 296.98 KB |
| 10of15 - Gaussian Processes for Machine Learning/10of15 - Appendix A - Mathematical Background.pdf | 297.75 KB |
| 10of15 - Gaussian Processes for Machine Learning/11of15 - Appendix B - Gaussian Markov Processes.pdf | 321.78 KB |
| 10of15 - Gaussian Processes for Machine Learning/12of15 - Appendix C - Datasets and Code.pdf | 67.44 KB |
| 10of15 - Gaussian Processes for Machine Learning/13of15 - Bibliography.pdf | 202.89 KB |
| 10of15 - Gaussian Processes for Machine Learning/14of15 - Author Index.pdf | 93.66 KB |
| 10of15 - Gaussian Processes for Machine Learning/15of15 - Subject Index.pdf | 128.13 KB |
| 10of15 - Gaussian Processes for Machine Learning/Contents.html | 5.35 KB |
| 11of15 - Machine Learning, Neural and Statistical Classification.pdf | 1.7 MB |
| 12of15 - Introduction To Machine Learning.pdf | 1.81 MB |
| 13of15 - Inductive Logic Programming - Techniques and Applications/00of01 - Front Matter.pdf | 125.24 KB |
| 13of15 - Inductive Logic Programming - Techniques and Applications/01of01 - Complete Text.pdf | 1.64 MB |
| 14of15 - Practical Artificial Intelligence Programming in Java.pdf | 1.24 MB |
| 15of15 - Information Theory, Inference, and Learning Algorithms.pdf | 11.13 MB |
| fifteen free eBooks on machine learning 1v3.html | 85.96 KB |
| fifteen free eBooks on machine learning 2v33.html | 84.74 KB |
| fifteen free eBooks on machine learning 3v3.html | 85.02 KB |
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