Search Results - "Palafox, Leon"

Searching for exoplanets using artificial intelligence by Pearson, Kyle A., Palafox, Leon, Griffith, Caitlin A.

“…Abstract In the last decade, over a million stars were monitored to detect transiting planets. Manual interpretation of potential exoplanet candidates is…”
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Automated detection of geological landforms on Mars using Convolutional Neural Networks by Palafox, Leon F., Hamilton, Christopher W., Scheidt, Stephen P., Alvarez, Alexander M.

“…The large volume of high-resolution images acquired by the Mars Reconnaissance Orbiter has opened a new frontier for developing automated approaches to…”
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A Bayesian Approach to Subkilometer Crater Shape Analysis Using Individual HiRISE Images by Savage, Rodrigo, Palafox, Leon F., Morrison, Clayton T., Rodriguez, Jeffrey J., Barnard, Kobus, Byrne, Shane, Hamilton, Christopher W.

“…The ages of terrains on other planetary bodies are chiefly determined using crater size-frequency distributions. However, primary impacts can generate numerous…”
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4W1H and Particle Swarm Optimization for Human Activity Recognition by Palafox, Leon, Hashimoto, Hideki

“…This paper proposes a paradigm in the forensic area for detecting and categorizing human activities. The presented approach uses five base variables, referred…”
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On the use of Population Based Incremental Learning to do Reverse Engineering on Gene Regulatory Networks by Palafox, L., Iba, H.

“…Gene Regulatory Networks (GRNs) describe the interactions between different genes. One of the most important tasks in biology is to find the right regulations…”
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Porous Metal Properties Analysis: A Machine Learning Approach by Avalos-Gauna, Edgar, Zhao, Yuyuan, Palafox, Leon, Ortiz-Monasterio-Martínez, Pedro

“…In the past few decades, computer-aided techniques (i.e., numerical simulation) have complemented the research and development process (R&D) in material…”
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Reverse Engineering of Gene Regulatory Networks Using Dissipative Particle Swarm Optimization by Palafox, Leon, Noman, Nasimul, Iba, Hitoshi

“…Proteins are composed by amino acids, which are created by genes. To understand how different genes interact to create different proteins, we need to model the…”
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Signal quality of endovascular electroencephalography by He, Bryan D, Ebrahimi, Mosalam, Palafox, Leon, Srinivasan, Lakshminarayan

“…Objective, Approach. A growing number of prototypes for diagnosing and treating neurological and psychiatric diseases are predicated on access to high-quality…”
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Evolving Genetic Networks for Synthetic Biology by Noman, Nasimul, Palafox, Leon, Iba, Hitoshi

“…The sibling disciplines, systems and synthetic biology, are engaged in unraveling the complexity of the biological networks. One is trying to understand the…”
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Extending Population Based Incremental Learning using Dirichlet Processes by Palafox, Leon F., Noman, Nasimul, Iba, Hitoshi

“…The unimodal Gaussian has been the distribution of choice for many extensions in Estimation of Distribution Algorithms (EDA). Some groups have used clustering…”
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Predicting Gentrification in Mexico City using Neural Networks by Palafox, Leon, Ortiz-Monasterio, Pedro

“…Gentrification is a process that affects millions of people every year. In this process, high-income residents replace low-income residents in neighborhoods…”
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Multi-objective portfolio optimization and rebalancing using genetic algorithms with local search by Soam, V., Palafox, L., Iba, H.

“…The Portfolio Optimization problem is an example of a resource allocation problem with money as the resource to be allocated to assets. We first have to select…”
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A movement profile detection system using self organized maps in the Intelligent Space by Palafox, L F, Hideki, H

“…Detecting human activities in a controlled room such as Hashimoto Laboratory Intelligent Space is an important part in researching the interaction between…”
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Searching for Exoplanets Using Artificial Intelligence by Pearson, Kyle A, Palafox, Leon, Griffith, Caitlin A

“…In the last decade, over a million stars were monitored to detect transiting planets. Manual interpretation of potential exoplanet candidates is labor…”
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Human action recognition using 4W1H and Particle Swarm Optimization Clustering by Palafox, Leon, Hashimoto, Hideki

“…Tracking and recording human activities have been a major interest in the iSpace, for this purpose different recognition and clustering techniques have been…”
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A compressive sensing approach to the 4W1H architecture by Palafox, Leon, Hideki, Hashimoto

“…When dealing with an elevated sensor number we may have to reduce our sampling time or the sensing features in order to achieve real time sensing. In this…”
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Unsupervised Human Activity Detection with Skeleton Data from RGB-D Sensor by Wee-Hong Ong, Koseki, Takafumi, Palafox, Leon

“…Human activity recognition is an important functionality in any intelligent system designed to support human daily activities. While majority of human activity…”
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Exploratory data analysis of the visitor's arrivals to Chichen-Itza´s archaeological site, a case study by Avalos-Gauna, Edgar, Palafox-Novack, Leon Felipe, Carrasco-Yepez, Dayanara

“…In recent years, Chichen-Itza's archaeological site importance has increased exponentially. It receives more visitors every year. This has generated huge…”
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Using conditional random fields to validate observations in a 4W1H paradigm by Palafox, L., Jeni, L. A., Hashimoto, H.

“…Detecting human activity has been one of the main focuses in intelligent spaces. This is achieved by using a large number of sensors attached both to the…”
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Simultaneous localization assistance for multiple mobile robots using particle filter based target tracking by Jayasekara, Peshala G, Palafox, L, Sasaki, T, Hashimoto, H, Lee, Beom H

“…Research in the areas of localization, mapping and path planning for single mobile robots has been carried out extensively. Nevertheless, relatively little of…”
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