Torrent Info
Title 15 free books on machine learning 2014-08-13
Category Books
Size 91.20MB

Files List
Please note that this page does not hosts or makes available any of the listed filenames. You cannot download any of those files from here.
00of01 - Book Cover.pdf 421.27KB
00of01 - Front Matter.pdf 125.24KB
00of15 - Front Matter.pdf 274.97KB
01of01 - Complete Text.pdf 1.64MB
01of01 - Sample Chapters 1-6.pdf 6.35MB
01of15 - Introduction.pdf 324.76KB
01of20 - Neural Machine Learning Approaches Q-Learning and Complexity Estimation Based Information Processing System.pdf 956.39KB
01of22 - Neural Forecasting Systems.pdf 555.06KB
02of15 - A Course in Machine Learning.pdf 2.84MB
02of15 - Regression.pdf 455.98KB
02of20 - From Automation To Autonomy.pdf 381.56KB
02of22 - Reinforcement Learning in System Identification.pdf 454.75KB
03of15 - A First Encounter with Machine Learning.pdf 415.70KB
03of15 - Classification.pdf 796.57KB
03of20 - Taking Experience to a Whole New Level.pdf 608.47KB
03of22 - Reinforcement Evolutionary Learning for Neuro-Fuzzy Controller Design.pdf 694.23KB
04of15 - Bayesian Reasoning and Machine Learning.pdf 15.43MB
04of15 - Covariance Functions.pdf 675.16KB
04of20 - Hamiltonian Neural Networks Based Networks for Learning.pdf 399.85KB
04of22 - Superposition-Inspired Reinforcement Learning and Quantum Reinforcement Learning.pdf 408.34KB
05of15 - Introduction to Machine Learning.pdf 683.74KB
05of15 - Model Selection and Adaptation of Hyperparameters.pdf 842.70KB
05of20 - Similarity Discriminant Analysis.pdf 1.24MB
05of22 - An Extension of Finite-state Markov Decision Process and an Application of Grammatical Inference.pdf 695.30KB
06of15 - Relationships between GPs and Other Models.pdf 542.39KB
06of15 - The Elements of Statistical Learning - Data Mining, Inference, and Prediction.pdf 12.16MB
06of20 - Forced Information for Information-Theoretic Competitive Learning.pdf 1.03MB
06of22 - Interaction Between the Spatio-Temporal Learning Rule (Non Hebbian) and Hebbian in Single Cells - A Cellular Mechanism of Reinforcement Learning.pdf 337.44KB
07of15 - Theoretical Perspectives.pdf 356.76KB
07of20 - Learning to Build a Semantic Thesaurus from Free Text Corpora without External Help.pdf 344.64KB
07of22 - Reinforcement Learning Embedded in Brains and Robots.pdf 325.31KB
08of15 - Approximation Methods for Large Datasets.pdf 379.05KB
08of20 - Machine Learning Methods for Spoken Dialogue Simulation and Optimization.pdf 446.20KB
08of22 - Decentralized Reinforcement Learning for the Online Optimization of Distributed Systems.pdf 466.04KB
09of15 - Further Issues and Conclusions.pdf 296.98KB
09of15 - Reinforcement Learning - An Introduction.pdf 5.23MB
09of20 - Hardening Email Security via Bayesian Additive Regression Trees.pdf 733.02KB
09of22 - Multi-Automata Learning.pdf 534.05KB
10of15 - Appendix A - Mathematical Background.pdf 297.75KB
10of20 - Learning Optimal Web Service Selections in Dynamic Environments when Many Quality-of-Service Criteria Matter.pdf 865.06KB
10of22 - Abstraction for Genetics-Based Reinforcement Learning.pdf 358.14KB
11of15 - Appendix B - Gaussian Markov Processes.pdf 321.78KB
11of15 - Machine Learning, Neural and Statistical Classification.pdf 1.70MB
11of20 - Model Selection for Ranking SVM Using Regularization Path.pdf 653.76KB
11of22 - Dynamics of the Bush-Mosteller Learning Algorithm in 2x2 Games.pdf 540.40KB
12of15 - Appendix C - Datasets and Code.pdf 67.44KB
12of15 - Introduction To Machine Learning.pdf 1.81MB
12of20 - Generation of Facial Expression Map using Supervised and Unsupervised Learning.pdf 758.16KB
12of22 - Modular Learning Systems for Behavior Acquisition in Multi-Agent Environment.pdf 321.60KB
13of15 - Bibliography.pdf 202.89KB
13of20 - Linear Subspace Learning for Facial Expression Analysis.pdf 1.30MB
13of22 - Optimising Spoken Dialogue Strategies within the Reinforcement Learning Paradigm.pdf 454.20KB
14of15 - Author Index.pdf 93.66KB
14of15 - Practical Artificial Intelligence Programming in Java.pdf 1.24MB
14of20 - Resampling Methods for Unsupervised Learning from Sample Data.pdf 281.19KB
14of22 - Water Allocation Improvement in River Basin Using Adaptive Neural Fuzzy Reinforcement Learning Approach.pdf 474.07KB
15of15 - Information Theory, Inference, and Learning Algorithms.pdf 11.13MB
15of15 - Subject Index.pdf 128.13KB
15of20 - 3D Shape Classification and Retrieval Using Heterogenous Features and Supervised Learning.pdf 885.44KB
15of22 - Reinforcement Learning for Building Environmental Control.pdf 251.87KB
16of20 - Performance Analysis of Hybrid Non-Supervised & Supervised Learning Techniques Applied to the Classification of Faults in Energy Transport Systems.pdf 804.99KB
16of22 - Model-Free Learning Control of Chemical Processes.pdf 286.20KB
17of20 - Genetic Network Programming with Reinforcement Learning and Its Application to Creating Stock Trading Rules.pdf 528.58KB
17of22 - Reinforcement Learning-Based Supervisory Control Strategy for a Rotary Kiln Process.pdf 356.91KB
18of20 - Heuristic Dynamic Programming Nonlinear Optimal Controller.pdf 365.91KB
18of22 - Inductive Approaches Based on Trial&Error Paradigm for Communications Network.pdf 481.02KB
19of20 - Implicit Estimation of Another's Intention Based on Modular Reinforcement Learning.pdf 748.84KB
19of22 - The Allocation of Time and Location Information to Activity-Travel Sequence Data by Means of Reinforcement Learning.pdf 790.18KB
20of20 - Machine Learning for Sequential Behavior Modeling and Prediction.pdf 965.70KB
20of22 - Application on Reinforcement Learning for Diagnosis Based on Medical Image.pdf 481.18KB
21of22 - RL Based Decision Support System for u-Healthcare Environment.pdf 353.99KB
22of22 - Reinforcement Learning to Support Meta-Level Control in Air Traffic Management.pdf 436.30KB
Contents.html 5.35KB
fifteen free eBooks on machine learning 1v3.html 85.96KB
fifteen free eBooks on machine learning 2v3.html 84.74KB
fifteen free eBooks on machine learning 3v3.html 85.02KB
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Spain (ES) 2
Republic of Korea (KR) 1
Greece (GR) 1
Netherlands (NL) 1
China (CN) 1
Total 6
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