Search Results - "Faiçal, Bruno S"

An adaptive approach for UAV-based pesticide spraying in dynamic environments by Faiçal, Bruno S., Freitas, Heitor, Gomes, Pedro H., Mano, Leandro Y., Pessin, Gustavo, de Carvalho, André C.P.L.F., Krishnamachari, Bhaskar, Ueyama, Jó

“…•It is proposed a system that optimizes the intensity of course correction policies of UAVs employed for pesticide spraying.•A new Genetic Algorithm is…”
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Exploiting IoT technologies for enhancing Health Smart Homes through patient identification and emotion recognition by Mano, Leandro Y., Faiçal, Bruno S., Nakamura, Luis H.V., Gomes, Pedro H., Libralon, Giampaolo L., Meneguete, Rodolfo I., Filho, Geraldo P.R., Giancristofaro, Gabriel T., Pessin, Gustavo, Krishnamachari, Bhaskar, Ueyama, Jó

“…Currently, there is an increasing number of patients that are treated in-home, mainly in countries such as Japan, USA and Europe. As well as this, the number…”
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SiaN-VO: Siamese Network for Visual Odometry by Faiçal, Bruno S, Marcondes, Cesar A C, Verri, Filipe A N

“…Despite the significant advancements in drone sensory device reliability, data integrity from these devices remains critical in securing successful flight…”
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Use of UAVs for an efficient capsule distribution and smart path planning for biological pest control by Freitas, Heitor, Faiçal, Bruno S., Cardoso e Silva, Alef Vinicius, Ueyama, Jó

“…•We use UAV to automate efficient biological pest control.•A planned distribution of parasitoids is advantageous over zigzag distribution.•Our algorithm…”
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The use of unmanned aerial vehicles and wireless sensor networks for spraying pesticides by Faiçal, Bruno S., Costa, Fausto G., Pessin, Gustavo, Ueyama, Jó, Freitas, Heitor, Colombo, Alexandre, Fini, Pedro H., Villas, Leandro, Osório, Fernando S., Vargas, Patrícia A., Braun, Torsten

“…The application of pesticides and fertilizers in agricultural areas is of crucial importance for crop yields. The use of aircrafts is becoming increasingly…”
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An intelligent and generic approach for detecting human emotions: a case study with facial expressions by Mano, Leandro Y., Faiçal, Bruno S., Gonçalves, Vinícius P., Pessin, Gustavo, Gomes, Pedro H., de Carvalho, André C. P. L. F., Ueyama, Jó

“…Several studies in the field of human–computer interaction have focused on the importance of emotional factors related to the interaction of humans with…”
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Enhancing reliability in Wireless Sensor Networks for adaptive river monitoring systems: Reflections on their long-term deployment in Brazil by Ueyama, Jó, Faiçal, Bruno S., Mano, Leandro Y., Bayer, Guilherme, Pessin, Gustavo, Gomes, Pedro H.

“…Several adaptive systems have been proposed that are based on the concepts of smart cities, which can be successfully adapted to natural disasters or other…”
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Load index metrics for an optimized management of web services: a systematic evaluation by Souza, Paulo S L, Santana, Regina H C, Santana, Marcos J, Zaluska, Ed, Faical, Bruno S, Estrella, Julio C

“…The lack of precision to predict service performance through load indices may lead to wrong decisions regarding the use of web services, compromising service…”
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Multilevel Clustering Explainer: An Explainable Approach to Electronic Health Records by Clementino, Jose M., Faical, Bruno S., Bones, Christian C., Traina, Caetano, Gutierrez, Marco A., Traina, Agma J. M.

“…Machine learning (ML) algorithms have been used in many areas of activity, and their results can often be applied without further human intervention. The ML…”
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Efficient Segmentation of Cell Nuclei in Histopathological Images by Cuadros Linares, Oscar, Aurea Soriano-Vargas, Aurea, Faical, Bruno S., Hamann, Bernd, Fabro, Alexandre T., J. M. Traina, Agma

“…Computer-aided cell nuclei segmentation in histology images is essential for image analysis. There is a demand for methods that accurately detect cell nuclei…”
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Fast and Smart Segmentation of Paraspinal Muscles in Magnetic Resonance Imaging with CleverSeg by Ramos, Jonathan S., Cazzolato, Mirela T., Faical, Bruno S., Linares, Oscar A. C., Nogueira-Barbosa, Marcello H., Traina, Caetano, Traina, Agma J. M.

“…Magnetic Resonance Imaging (MRI) is a non-invasive technique, which has been employed to detect and diagnose many spine pathologies. In a Computer-Aided…”
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Bag-of-Attributes Representation: A Vector Space Model for Electronic Health Records Analysis in OMOP by Clementino, Jose Maria, Bones, Christian C., Faical, Bruno S., Linares, Oscar C., Lima, Daniel M., Gutierrez, Marco A., Traina, Caetano, Traina, Agma J. M.

“…Several studies have been performed worldwide to improve health services using data generated by digital medical systems. The increasing volume of data…”
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Improving the accuracy of a flood forecasting model by means of machine learning and chaos theory: A case study involving a real wireless sensor network deployment in Brazil by Furquim, Gustavo, Pessin, Gustavo, Faiçal, Bruno S., Mendiondo, Eduardo M., Ueyama, Jó

“…Monitoring natural environments is a challenging task on account of their hostile features. The use of wireless sensor networks (WSNs) for data collection is a…”
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The Use of Autonomous UAVs to Improve Pesticide Application in Crop Fields by Faical, Bruno S., Ueyama, Jo, de Carvalho, Andre C. P. L. F.

“…The population growth, increase of need for healthy food and concerns regarding wildlife protection put a strong demand in the improvement of agriculture…”
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Jerrymouse: A Tool for a Flexible and Dynamic Distribution of Web Service Requests by de Souza, P. S. L., Faical, Bruno S., Santana, M. J., Santana, R. H. C., de Matos, J., Zaluska, E.

“…This paper presents a novel architecture for distributing web service requests on clusters of servers. The architecture facilitates a transparent dynamic…”
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A Cyber-Physical System's Roadmap to Last-Mile Delivery Drones by Faical, Bruno S., Marcondes, Cesar A. C., Loubach, Denis S., Sbruzzi, Elton F., Verri, Filipe A. N., Marques, Johnny C., Pereira, Lourenco A., Maximo, Marcos R. O. A., Curtis, Vitor V.

“…According to recent studies, unmanned aerial vehicles can play a game-changing part in cost reduction and speed increase to address the last-mile delivery…”
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Navigation Aids Based on Optical Flow and Convolutional Neural Network by Silveira, Leonardo, Rodrigues, Mateus, Faical, Bruno S., da Silva, Alexandre S. Quirino, Marcondes, Cesar, Maximo, Marcos R. O. A., Verri, Filipe A. N.

“…Unmanned Aerial Vehicles (UAV) have been employed in various activities, such as search and rescue missions. Global Navigation Satellite System (GNSS) is the…”
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Fine-Tuning of UAV Control Rules for Spraying Pesticides on Crop Fields by Faical, Bruno S., Pessin, Gustavo, Filho, Geraldo P. R., Carvalho, Andre C. P. L. F., Furquim, Gustavo, Ueyama, Jo

“…The use of pesticides in agriculture is essential to maintain the quality of large-scale production. The spraying of these products by using aircraft speeds up…”
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Exploiting the use of machine learning in two different sensor network architectures for indoor localization by Carvalho, Eduardo, Faical, Bruno S., Filho, Geraldo P. R., Vargas, Patricia A., Ueyama, Jo, Pessin, Gustavo

“…Indoor localization has been an active research area for the last two decades. This emerged in the context of providing a mobile robot the capability to…”
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An Energy-Aware System for Decision-Making in a Residential Infrastructure Using Wireless Sensors and Actuators by Filho, Geraldo P. R., Ueyama, Jo, Faical, Bruno S., Pessin, Gustavo, De Farias, Claudio M., Pazzi, Richard W., Guidoni, Daniel L., Villas, Leandro A.

“…This work proposes an intelligent decision system for a residential infrastructure based on wireless sensors and actuator networks, called ResiDI. ResiDI is…”
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