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181
Artificial Intelligence and Machine Learning Fundamentals : Develop Real-World Applications Powered by the Latest AI Advances.
Published 2018Table of Contents: “…Uninformed and Informed SearchCreating Heuristics; Admissible and Non-Admissible Heuristics; Heuristic Evaluation; Exercise 5: Tic-Tac-Toe Static Evaluation with a Heuristic Function; Using Heuristics for an Informed Search; Types of Heuristics; Pathfinding with the A* Algorithm; Exercise 6: Finding the Shortest Path to Reach a Goal; Exercise 7: Finding the Shortest Path Using BFS; Introducing the A* Algorithm; A* Search in Practice Using the simpleai Library; Game AI with the Minmax Algorithm and Alpha-Beta Pruning; Search Algorithms for Turn-Based Multiplayer Games; The Minmax Algorithm…”
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Fast sequential Monte Carlo methods for counting and optimization
Published 2013Full text (MFA users only)
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Language and logos : studies in theoretical and computational linguistics
Published 2010Table of Contents: “…CONTENTS -- Preface -- Part I Syntax -- A Spurious Genitive Puzzle in Polish -- Semantic Type Effects on Crossing Movement in German -- Me and Chomsky -- On the Typology of Verb Second -- Movement from Verb-Second Clauses Revisited -- Spurious Ambiguities and the Parentheticals Debate -- Part II Semantics -- On Squeamishness of the Royal Kind -- Information Structure of schon -- When- Clauses, Factive Verbs and Correlates -- The Proof Theory of Partial Variables -- Brentano's Apple -- How to Interpret Expletive Negation under bevor in German…”
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186
Structured Matrices in Mathematics, Computer Science, and Engineering.
Published 2001Table of Contents: “…Contents -- Foreword -- Part V. Fast Algorithms -- The Schur algorithm for matrices with Hessenberg displacement structure -- Fast inversion algorithms for a class of block structured matrices -- A fast and stable solver for recursively semi-separable systems of linear equations -- Part VI. …”
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187
Constraint Solving over Multi-valued Logics : Application to Digital Circuits.
Published 2002Table of Contents: “…-- 3.2 Test Generation -- 3.3 TG Modelling Approaches and Algorithms.…”
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190
Rediscovering mathematics : you do the math
Published 2011Full text (MFA users only)
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191
Just Enough R! : an Interactive Approach to Machine Learning and Analytics.
Published 2020Full text (MFA users only)
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Advanced Methods and Technologies for Agent and Multi-Agent Systems.
Published 2013Table of Contents: “…""Role and Member Selection in Team Formation Using Resource Estimation""""Incorporating Explicit Coordination Mechanisms by Agents to Obtain Green Waves""; ""Communication Leading to Coalition Nash Equilibrium I""; ""Agent-Based Optimization""; ""An Agent-Based Cooperative Population Learning Algorithm for Vehicle Routing Problem with Time Windows""; ""Mobile Agent-based Dynamic Resource Allocation Method for Query Optimization in Data Grid Systems""; ""Memetic Multi-Agent Computing in Difficult Continuous Optimisation""; ""Web Services and Semantic Web""…”
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194
Quantum Bio-Informatics V : Proceedings of the Quantum Bio-Informatics 2011.
Published 2013Table of Contents: “…Introduction; 2. Simon's period-finding quantum algorithm; 2.1. Ingredients of Simon's quantum period finding algorithm (QPFA); 3. …”
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195
The Complete Rust Programming Reference Guide : Design, Develop, and Deploy Effective Software Systems Using the Advanced Constructs of Rust.
Published 2019Table of Contents: “…Chapter 1: Getting Started with Rust -- Chapter 2: Managing Projects with Cargo -- Chapter 3: Tests, Documentation, and Benchmarks -- Chapter 4: Types, Generics, and Traits -- Chapter 5: Memory Management and Safety -- Chapter 6: Error Handling -- Chapter 7: Advanced Concepts -- Chapter 8: Concurrency -- Chapter 9: Metaprogramming with Macros -- Chapter 10: Unsafe Rust and Foreign Function Interfaces -- Chapter 11: Logging -- Chapter 12: Network Programming in Rust -- Chapter 13: Building Web Applications with Rust -- Chapter 14: Lists, Lists, and More Lists -- Chapter 15: Robust Trees -- Chapter 16: Exploring Maps and Sets -- Chapter 17: Collections in Rust -- Chapter 18: Algorithm Evaluation -- Chapter 19: Ordering Things -- Chapter 20: Finding Stuff -- Chapter 21: Random and Combinatorial -- Chapter 22: Algorithms of the Standard Library.…”
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196
Geometric Function Theory In Several Complex Variables, Proceedings Of A Satellite Conference To The Int'l Congress Of Mathematicians In Beijing 2002.
Published 2004Table of Contents: “…Greiner and Jingzhi Tie); Defective values of double Meissel's formula and reduction of space-time requirement of Meissel-Lehmer-Lagarias-Odlyzko's algorithm an experimental program to find T(1021) (by Chen Guangxiao); Hardy space of holomorphic functions in infinite complex variables (by Zeqian Chen); The law of the iterated logarithm for pluriharmonic functions in the unit ball of Cn (by Zeqian Chen, Caiheng Ouyang).…”
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Electronic design automation : synthesis, verification, and test
Published 2009Full text (MFA users only)
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198
Visual Data Mining : The VisMiner Approach.
Published 2012Table of Contents: “…Regression Analysis -- The Regression Model -- Correlation and Causation -- Algorithms for Regression Analysis -- Assessing Regression Model Performance -- Model Validity -- Looking Beyond R2 -- Polynomial Regression -- Artificial Neural Networks for Regression Analysis -- Dataset Preparation -- Tutorial -- A Regression Model for Home Appraisal -- Modeling with the Right Set of Observations -- Exercise 6.1 -- ANN Modeling -- The Advantage of ANN Regression -- Top-Down Attribute Selection -- Issues in Model Interpretation -- Model Validation -- Model Application -- Summary…”
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Deterministic global optimization : an introduction to the diagonal approach
Published 2017Table of Contents: “…3.1 General Diagonal Scheme3.2 Analysis of Traditional Diagonal Partition Schemes; 3.3 Non-redundant Diagonal Partition Strategy; 4 Global Optimization Algorithms Based on the Non-redundant Partitions ; 4.1 Multiple Estimates of the Lipschitz Constant; 4.2 Derivative-Free Diagonal Method MultL; 4.2.1 Theoretical Background of MultL: Lower Bounds; 4.2.2 Theoretical Background of MultL: Finding Non-dominated Hyperintervals; 4.2.3 Description of the MultL Algorithm and its Convergence Analysis; 4.3 One-Point-Based Method MultK for Differentiable Problems.…”
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Computer Mathematics : Proceedings of the Fifth Asian Symposium (Ascm 2001).
Published 2001Table of Contents: “…Preface ; Invited Talks ; Finding All the Solutions of Cyclic 9 Using Grobner Basis Techniques ; On the Complexity of Computing Determinants (Extended Abstract) ; Papers.…”
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