Buscar recursos académicos

Algebra of Vectors and Matrices. Probability Theory, Tools and Techniques. Continuous Probability Models. The Theory of Least Squares and Analysis of Variance. Criteria and Methods of Estimation. Large Sample Theory and ...

The particle swarm is an algorithm for finding optimal regions of complex search spaces through the interaction of individuals in a population of particles. This paper analyzes a particle's trajectory as it moves in disc...

Several issues relating to goodness of fit in structural equations are examined. The convergence and differentiation criteria, as applied by Bagozzi, are shown not to stand up under mathematical or statistical analysis. ...

In a complete theory there is an element corresponding to each element of reality. A sufficient condition for the reality of a physical quantity is the possibility of predicting it with certainty, without disturbing the ...

Various contracted Gaussian basis sets for atoms up to Kr are presented which have been determined by optimizing atomic self-consistent field ground state energies with respect to all basis set parameters, i.e., orbital ...

A general non-parametric technique is proposed for the analysis of a complex multimodal feature space and to delineate arbitrarily shaped clusters in it. The basic computational module of the technique is an old pattern ...

A new paradigm, Random Sample Consensus (RANSAC), for fitting a model to experimental data is introduced. RANSAC is capable of interpreting/smoothing data containing a significant percentage of gross errors, and is thus ...

Uniform Manifold Approximation and Projection (UMAP) is a dimension reduction technique that can be used for visualisation similarly to t-SNE, but also for general non-linear dimension reduction. UMAP has a rigorous math...

Preface 1. Background in linear algebra 2. Discretization of partial differential equations 3. Sparse matrices 4. Basic iterative methods 5. Projection methods 6. Krylov subspace methods Part I 7. Krylov subspace methods...

"Relation algebras are algebras arising from the study of binary relations. They form a part of the eld of algebraic logic, and have applications in proof theory, modal logic, and computer science. An interesting problem...

We have developed a near-real-time computer system that can locate and track a subject's head, and then recognize the person by comparing characteristics of the face to those of known individuals. The computational appro...

In this book the authors present classical and recent results for matrix analysis that have proved to be important to applied mathematics. Facts about matrices, beyond those found in an elementary linear algebra course, ...

The authors describe a general-purpose, representation-independent method for the accurate and computationally efficient registration of 3-D shapes including free-form curves and surfaces. The method handles the full six...

Materias / palabras clave: Robustness (evolution); Mathematics; Artificial intelligence; Computer science; Algorithm; Machine learning; Kernel (algebra); Decision tree; Tree (set theory); Pattern recognition (psychology); Mathematical analysis; Ch...

Materias / palabras clave: Orthogonal polynomials; Mathematics; Combinatorics; Algebra over a field; Computer science; Pure mathematics

Materias / palabras clave: Rough set; Fuzzy set; Mathematics; Set theory; Fuzzy logic; Computer science; Discrete mathematics; Set (abstract data type); Algebra over a field; Algorithm; Pure mathematics; Artificial intelligence

Preface Prologue: The Exponential Function Chapter 1: Abstract Integration Set-theoretic notations and terminology The concept of measurability Simple functions Elementary properties of measures Arithmetic in [0, ] Integ...

Materias / palabras clave: numerical analysis, calculus of variations, algebra, mechanics, dynamical systems, functional analysis; Science: Mathematics: Instruments and machines: Electronic computers. Computer science

Materias / palabras clave: operator theory, control theory, algebraic structures, geometry, applied mathematics, computer science; Science: Mathematics

Materias / palabras clave: general algebra, algebra in combinatorics, algebra in number theory, algebra in computer science, mathematics; Science: Mathematics

Materias / palabras clave: statistics, applied mathematics, computer science, algebra, operations research, mathematical modelling; Science: Mathematics

Materias / palabras clave: mathematics, algebra, geometry, mechanics, applied mechanics, computer science and information systems; Technology: Mechanical engineering and machinery; Science: Mathematics: Instruments and machines: Electronic compute...

Materias / palabras clave: differential equations, algebra and theory of numbers, probability theory and mathematical statistics, mechanics, computer science and computer engineering, numerical mathematics; Science: Mathematics

Materias / palabras clave: algebra, analysis, optimization, differential equations, modeling, computer science; Science: Mathematics