Documentos de Andrés Mendez-Vazquez | REDI

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Mostrando 10 resultados de: 11

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Área temáticas: "Ciencias de la computación"

Subtipo de publicación

Conference Object(8)

Publisher

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(3)

23rd International Conference on Electronics, Communications and Computing, CONIELECOMP 2013(1)

Applied Sciences (Switzerland)(1)

CEUR Workshop Proceedings(1)

IEEE International Conference on Fuzzy Systems(1)

Área temáticas

Métodos informáticos especiales(4)

Física aplicada(2)

Interacción social(2)

Fisiología humana(1)

Instituciones penales y afines(1)

Área de conocimiento

Ciencias de la computación(6)

Aprendizaje automático(4)

Visión por computadora(2)

Análisis de redes sociales(1)

Año de Publicación

Origen

Palabras Claves

Self-Organization(2)

Automated feature engineering(1)

Automated machine learning(1)

Bayesian network(1)

Causal feature selection(1)

Computing the Concept Lattice using dendritical neural networks

Conference Object

Abstract: Formal Concept Analysis (FCA) is a new and rich emerging discipline, and it provides efficient techn

Palabras claves:

Dendrites, Formal concept analysis, Lattice generation, Maximal rectangles, Neural networks

Andrés Mendez-Vazquez, Caro-Contreras D.E.

A novel distributed energy-efficient self-organized algorithm for wireless ad hoc networks

Conference Object

Abstract: Wireless ad-hoc networks require a special management because of their hardware and energy limitatio

Palabras claves:

Emergent behavior, Self-Organization, Sensor Networks, topology control, Virtual backbone

Andrés Mendez-Vazquez, Lopez-Mellado E., Olascuaga-Cabrera J.

Design and implementation of a robust wireless sensor network

Conference Object

Abstract: This paper presents the design and implementation of a novel wireless sensor network system using th

Palabras claves:

Robust wireless networking, Self-Organization, Sensors Networks

Andrés Mendez-Vazquez, Carlos-Mancilla M., Lopez-Mellado E., Olascuaga-Cabrera J.

Fuzzy model based on RGBD images to identify biometrical facial geometry

Conference Object

Abstract: Automatic face recognition is an important and complex task. Therefore, it is necessary to design ef

Palabras claves:

face detection, Face segmentation, Fuuzzy logic, kinect, RGBD

Andrés Mendez-Vazquez, Fernández V., Gudino M., Ramos M.A.

Generation and reduction of fuzzy sets with PG-means and fuzzy similarity measures

Abstract: The probabilistic clustering techniques can be applied to generate fuzzy sets in situations where th

Palabras claves:

fuzzy sets, Fuzzy sets reduction, Fuzzy similarity measures, PG-means

Andrés Mendez-Vazquez, Garcia-Garcia A., Reformat M.Z.

Fast and robust object recognition based on reduced Shock-Graphs and Pruned-SIFT

Conference Object

Abstract: Fast algorithms for image recogition have become a priority when the number of images to be analyzed

Palabras claves:

Andrés Mendez-Vazquez, Orozco-Lopez R.

Influence maximization for Big Data through entropy ranking and min-cut

Conference Object

Abstract: As Big Data becomes prevalent, the traditional models from Data Mining or Data Analysis, although ve

Palabras claves:

entropy, Influnce maximization, minimum cut

Andrés Mendez-Vazquez, Sancen-Plaza A.

MACFE: A Meta-learning and Causality Based Feature Engineering Framework

Conference Object

Abstract: Feature engineering has become one of the most important steps to improving model pbkp_rediction per

Palabras claves:

Automated feature engineering, Automated machine learning, Causal feature selection

Andrés Mendez-Vazquez, Flores-Araiza D., Ochoa-Ruiz G., Reyes-Amezcua I., Rodriguez-Tello E.

Kernel Learning by Spectral Representation and Gaussian Mixtures

Abstract: One of the main tasks in kernel methods is the selection of adequate mappings into higher dimension

Palabras claves:

approximating kernel, kernel spectral representation, locally stationary kernel, non-parametric kernel learning

Andrés Mendez-Vazquez, Garcia A., Guardado-Medina R.O., Pena-Llamas L.R.

Probabilistic reasoning system for social influence analysis in online social networks

Abstract: People interact with other people in their daily life, either for work or for personal reasons. Thes

Palabras claves:

Bayesian network, Social influence analysis, SOCIAL NETWORKS

Andrés Mendez-Vazquez, López-Cuevas A., Vega L.