Search Results - "Creixell, Werner"

HGAN: Hyperbolic Generative Adversarial Network by Lazcano, Diego, Franco, Nicolas Fredes, Creixell, Werner

“…Recently, Hyperbolic Spaces in the context of Non-Euclidean Deep Learning have gained popularity because of their ability to represent hierarchical data. We…”
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Convolutional Neural Network Feature Extraction Using Covariance Tensor Decomposition by Fonseca, Ricardo, Guarnizo, Oscar, Suntaxi, Diego, Cadiz, Alfonso, Creixell, Werner

“…This work describes a new method to extract image features using tensor decomposition to model data. Given a set of sample images, we extract patches from…”
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Artificial Generation of Partial Discharge Sources Through an Algorithm Based on Deep Convolutional Generative Adversarial Networks by Ardila-Rey, Jorge Alfredo, Ortiz, Jesus Eduardo, Creixell, Werner, Muhammad-Sukki, Firdaus, Bani, Nurul Aini

“…The measurement of partial discharges (PD) in electrical equipment or machines subjected to high voltage can be considered as one of the most important…”
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Modeling Volatile Organic Compounds Released by Bovine Fresh Meat Using an Integration of Solid Phase Microextraction and Databases by Acevedo, Cristian A., Creixell, Werner, Pavez-Barra, Cristina, Sánchez, Elizabeth, Albornoz, Fernando, Young, Manuel E.

“…The influence of volatile organic compounds is often regarded as a critical factor of food flavor quality. Nevertheless, information about the biochemical…”
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Recognizing Age at Slaughter of Cattle from Beef Samples Using GC/MS–SPME Chromatographic Method by Santander, Rocío, Creixell, Werner, Sánchez, Elizabeth, Tomic, Gerda, Silva, José R., Acevedo, Cristian A.

“…Beef from cattle less than 30 months old at the point of slaughter are generally sold in meat markets. Though the age of the animal can generally be estimated…”
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Using RGB Image Processing for Designing an Alginate Edible Film by Acevedo, Cristian A., López, Darío A., Tapia, María J., Enrione, Javier, Skurtys, Olivier, Pedreschi, Franco, Brown, Donald I., Creixell, Werner, Osorio, Fernando

“…The use of edible films to coat food products is a technique that allows for an extended shelf-life. One of the most widely used polymers is calcium alginate…”
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Object detection on aerial image using cascaded binary classifier by Fonseca, Ricardo, Creixell, Werner, Maiguashcaz, Javier, Ruedaay, Victor

“…Image analysis is essential through a wide range of scientific areas and most of them have one task in common, i.e. object detection. Thus automated detection…”
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A chemometrics approach to analyze volatile molecules released by post-mortem bovine fast-twitch muscles by Acevedo, Cristian A., Tomic, Gerda, Santander, Rocío, Creixell, Werner, Osorio, Felipe, Sánchez, Elizabeth

“…It is well known that beef produces volatile molecules. In this work, the detection of volatiles released by post-mortem bovine fast-twitch muscles (Musculus…”
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EM-based ML channel estimation in OFDM systems with phase distortion using RB-EKF by Carvajal, Rodrigo, Godoy, Boris I., Aguero, Juan C., Yuz, Juan I., Creixell, Werner

“…In this paper we address the joint estimation of the channel impulse response in orthogonal frequency division multiplexing systems with phase distortion,…”
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Tracking and following a moving object with a quadcopter by Fonseca, Ricardo, Creixell, Werner

“…This work implements a tracking algorithm using video streamed from a flying platform in order to follow a moving object. The platform consists of a low cost…”
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Hyperbolic Generative Adversarial Network by Lazcano, Diego, Fredes, Nicolás, Creixell, Werner

“…Recently, Hyperbolic Spaces in the context of Non-Euclidean Deep Learning have gained popularity because of their ability to represent hierarchical data. We…”
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HGAN: Hyperbolic Generative Adversarial Network by Lazcano, Diego, Franco, Nicolas Fredes, Creixell, Werner

“…Recently, Hyperbolic Spaces in the context of Non-Euclidean Deep Learning have gained popularity because of their ability to represent hierarchical data. We…”
Get full text

Automatic cross-language plagiarism detection by Anguita, A., Beghelli, A., Creixell, W.

“…In this paper a new method to detect cross-language plagiarism in electronic documents is presented. The method is based on natural language processing…”
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Recursive parameter and state estimation for a mining industry process by Lopez, R. A., Yuz, J. I., Creixell, W. U., Ramirez, J. A.

“…In this paper we consider the problem of recursive state and parameter estimation of a nonlinear system. We propose an approach where we combine Particle…”
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Mobility prediction algorithm for mobile ad hoc network using pedestrian trajectory data by Creixell, W., Sezaki, K.

“…In the last years mobile ad hoc networks (MANET) has became a hot research subject. MANET is compound by mobile nodes that can be carried by people; the…”
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