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One of the problems which has plagued those attempting to predict the behavior of capital markets is the absence of a body of positive microeconomic theory dealing with conditions of risk. Although many useful insights c...

Multi-objective evolutionary algorithms (MOEAs) that use non-dominated sorting and sharing have been criticized mainly for: (1) their O(MN/sup 3/) computational complexity (where M is the number of objectives and N is th...

Convolutional networks are at the core of most state of-the-art computer vision solutions for a wide variety of tasks. Since 2014 very deep convolutional networks started to become mainstream, yielding substantial gains ...

A new density functional (DF) of the generalized gradient approximation (GGA) type for general chemistry applications termed B97-D is proposed. It is based on Becke's power-series ansatz from 1997 and is explicitly param...

Previous article Next article An Algorithm for Least-Squares Estimation of Nonlinear ParametersDonald W. MarquardtDonald W. Marquardthttps://doi.org/10.1137/0111030PDFPDF PLUSBibTexSections ToolsAdd to favoritesExport Ci...

The increase in the number of large data sets and the complexity of current probabilistic sequence evolution models necessitates fast and reliable phylogeny reconstruction methods. We describe a new approach, based on th...

A training algorithm that maximizes the margin between the training patterns and the decision boundary is presented. The technique is applicable to a wide variety of the classification functions, including Perceptrons, p...

We present a simple, highly modularized network architecture for image classification. Our network is constructed by repeating a building block that aggregates a set of transformations with the same topology. Our simple ...

A low-density parity-check code is a code specified by a parity-check matrix with the following properties: each column contains a small fixed number j \geq 3 of l's and each row contains a small fixed number k > j of...

Many problems of recent interest in statistics and machine learning can be posed in the framework of convex optimization. Due to the explosion in size and complexity of modern datasets, it is increasingly important to be...

Abstract Statistical parametric maps are spatially extended statistical processes that are used to test hypotheses about regionally specific effects in neuroimaging data. The most established sorts of statistical paramet...

Suppose x is an unknown vector in Ropf m (a digital image or signal); we plan to measure n general linear functionals of x and then reconstruct. If x is known to be compressible by transform coding with a known transform...

We develop and analyze low-complexity cooperative diversity protocols that combat fading induced by multipath propagation in wireless networks. The underlying techniques exploit space diversity available through cooperat...

Materias / palabras clave: governance, network studies, public policy, public management, complexity theory, computational social science; Political science

Materias / palabras clave: theoertical computer science, computational complexity, quantum computing, algorithms, communication complexity; Science: Mathematics: Instruments and machines: Electronic computers. Computer science

Materias / palabras clave: combinatorial group theory, computational group theory, algorithms, complexity theory, cryptology, information security; Science: Mathematics

Materias / palabras clave: social sciences, sociology, politics, economics, management, communication; Social Sciences: Sociology (General); Social Sciences: Economic theory. Demography: Demography. Population. Vital events

Materias / palabras clave: network science, emergent phenomena, nonlinear dynamics, agent-based modeling, complex adaptive systems, evolutionary dynamics; Science: Science (General): Cybernetics: Information theory; Science: Mathematics: Instrumen...

Materias / palabras clave: algorithms and complexity theory, artificial intelligence, networking and security systems, programming languages, system and software engineering, theoretical foundations of computer science; Science: Mathematics: Instr...

Materias / palabras clave: algorithms and complexity theory, computing and computer architecture, computer networks, artificial intelligence, security and encryption, performance evaluation of computer systems and queuing systems; Science: Mathema...