15 Books On Machine Learning
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Torrent File Content (76 files)
15 free books on machine learning 2014-08-13
01of15 - [ONLY SAMPLE CHAPTERS 1-6] The LION Way - Machine Learning plus Intelligent Optimization
00of01 - Book Cover.pdf -
01of15 - [ONLY SAMPLE CHAPTERS 1-6] The LION Way - Machine Learning plus Intelligent Optimization
00of01 - Book Cover.pdf -
421.27 KB
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 -
01of20 - Neural Machine Learning Approaches Q-Learning and Complexity Estimation Based Information Processing System.pdf -
956.39 KB
02of20 - From Automation To Autonomy.pdf -
381.56 KB
03of20 - Taking Experience to a Whole New Level.pdf -
608.47 KB
04of20 - Hamiltonian Neural Networks Based Networks for Learning.pdf -
399.85 KB
05of20 - Similarity Discriminant Analysis.pdf -
1.24 MB
06of20 - Forced Information for Information-Theoretic Competitive Learning.pdf -
1.03 MB
07of20 - Learning to Build a Semantic Thesaurus from Free Text Corpora without External Help.pdf -
344.64 KB
08of20 - Machine Learning Methods for Spoken Dialogue Simulation and Optimization.pdf -
446.2 KB
09of20 - Hardening Email Security via Bayesian Additive Regression Trees.pdf -
733.02 KB
10of20 - Learning Optimal Web Service Selections in Dynamic Environments when Many Quality-of-Service Criteria Matter.pdf -
865.06 KB
11of20 - Model Selection for Ranking SVM Using Regularization Path.pdf -
653.76 KB
12of20 - Generation of Facial Expression Map using Supervised and Unsupervised Learning.pdf -
758.16 KB
13of20 - Linear Subspace Learning for Facial Expression Analysis.pdf -
1.3 MB
14of20 - Resampling Methods for Unsupervised Learning from Sample Data.pdf -
281.19 KB
15of20 - 3D Shape Classification and Retrieval Using Heterogenous Features and Supervised Learning.pdf -
885.44 KB
16of20 - Performance Analysis of Hybrid Non-Supervised & Supervised Learning Techniques Applied to the Classification of Faults in Energy Transport Systems.pdf -
804.99 KB
17of20 - Genetic Network Programming with Reinforcement Learning and Its Application to Creating Stock Trading Rules.pdf -
528.58 KB
18of20 - Heuristic Dynamic Programming Nonlinear Optimal Controller.pdf -
365.91 KB
19of20 - Implicit Estimation of Another's Intention Based on Modular Reinforcement Learning.pdf -
748.84 KB
20of20 - Machine Learning for Sequential Behavior Modeling and Prediction.pdf -
965.7 KB
08of15 - Machine Learning
01of22 - Neural Forecasting Systems.pdf -
01of22 - Neural Forecasting Systems.pdf -
555.06 KB
02of22 - Reinforcement Learning in System Identification.pdf -
454.75 KB
03of22 - Reinforcement Evolutionary Learning for Neuro-Fuzzy Controller Design.pdf -
694.23 KB
04of22 - Superposition-Inspired Reinforcement Learning and Quantum Reinforcement Learning.pdf -
408.34 KB
05of22 - An Extension of Finite-state Markov Decision Process and an Application of Grammatical Inference.pdf -
695.3 KB
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
07of22 - Reinforcement Learning Embedded in Brains and Robots.pdf -
325.31 KB
08of22 - Decentralized Reinforcement Learning for the Online Optimization of Distributed Systems.pdf -
466.04 KB
09of22 - Multi-Automata Learning.pdf -
534.05 KB
10of22 - Abstraction for Genetics-Based Reinforcement Learning.pdf -
358.14 KB
11of22 - Dynamics of the Bush-Mosteller Learning Algorithm in 2x2 Games.pdf -
540.4 KB
12of22 - Modular Learning Systems for Behavior Acquisition in Multi-Agent Environment.pdf -
321.6 KB
13of22 - Optimising Spoken Dialogue Strategies within the Reinforcement Learning Paradigm.pdf -
454.2 KB
14of22 - Water Allocation Improvement in River Basin Using Adaptive Neural Fuzzy Reinforcement Learning Approach.pdf -
474.07 KB
15of22 - Reinforcement Learning for Building Environmental Control.pdf -
251.87 KB
16of22 - Model-Free Learning Control of Chemical Processes.pdf -
286.2 KB
17of22 - Reinforcement Learning-Based Supervisory Control Strategy for a Rotary Kiln Process.pdf -
356.91 KB
18of22 - Inductive Approaches Based on Trial&Error Paradigm for Communications Network.pdf -
481.02 KB
19of22 - The Allocation of Time and Location Information to Activity-Travel Sequence Data by Means of Reinforcement Learning.pdf -
790.18 KB
20of22 - Application on Reinforcement Learning for Diagnosis Based on Medical Image.pdf -
481.18 KB
21of22 - RL Based Decision Support System for u-Healthcare Environment.pdf -
353.99 KB
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
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