We propose a Similarity-Based Stratified Splitting (SBSS) technique, which uses both the output a... more We propose a Similarity-Based Stratified Splitting (SBSS) technique, which uses both the output and input space information to split the data. The splits are generated using similarity functions among samples to place similar samples in different splits. This approach allows for a better representation of the data in the training phase. This strategy leads to a more realistic performance estimation when used in real-world applications. We evaluate our proposal in twenty-two benchmark datasets with classifiers such as Multi-Layer Perceptron, Support Vector Machine, Random Forest and K-Nearest Neighbors, and five similarity functions Cityblock, Chebyshev, Cosine, Correlation, and Euclidean. According to the Wilcoxon Sign-Rank test, our approach consistently outperformed ordinary stratified 10-fold cross-validation in 75\% of the assessed scenarios.
Single-port laparoscopic ovariectomy using a pre-tied loop ligature in Santa Ines ewes Ovariectom... more Single-port laparoscopic ovariectomy using a pre-tied loop ligature in Santa Ines ewes Ovariectomia por um portal laparoscópico com aplicação de ligaduras pré-montadas em ovelhas Santa Inês
In recent years, with food shortages, the human being has been seeking alternatives of possible s... more In recent years, with food shortages, the human being has been seeking alternatives of possible sources of protein for nutrition. Breeding in captivity of pacas would be one of those alternatives, if exploited properly. Facts like these favor the development of scientifi c research related to biotechnology of reproduction. Thus they are no longer performed solely because of concern for the conservation of the species, but also as a way to improve their zootechnical production. With the scarcity of data in the literature questions arise whether it would be possible to obtain viable oocytes from pacas for in vitro maturation.
mario 11.5606 Normal 0 21 false false false MicrosoftInternetExplorer4 /* Style Definitions */ ta... more mario 11.5606 Normal 0 21 false false false MicrosoftInternetExplorer4 /* Style Definitions */ table.MsoNormalTable {mso-style-name:"Tabela normal"; mso-tstyle-rowband-size:0; mso-tstyle-colband-size:0; mso-style-noshow:yes; mso-style-parent:""; mso-padding-alt:0cm 5.4pt 0cm 5.4pt; mso-para-margin:0cm; mso-para-margin-bottom:.0001pt; mso-pagination:widow-orphan; font-size:10.0pt; font-family:"Times New Roman"; mso-ansi-language:#0400; mso-fareast-language:#0400; mso-bidi-language:#0400;} Este trabalho aborda um tema de automacao da iluminacao e condicoes de refrigeracao visando reducao do consumo de energia eletrica, bem como o conforto termico de individuos presentes em um determinado ambiente. Este trabalho visa ligar e desligar a central de refrigeracao de acordo com a presenca ou nao de pessoas no ambiente.
En el presente trabajo de titulo se efectuan diversas actividades comenzando con una fase de inve... more En el presente trabajo de titulo se efectuan diversas actividades comenzando con una fase de investigacion, construccion de un laberinto constituido por bases, conectores y paredes de madera y para la construccion del robot se utiliza un kit Lego Mindstorms NXT 2.0. Posteriormente, se desarrolla un software que permita al robot escapar del laberinto y asi, recopilar los resultados de las experiencias efectuadas durante el proceso del mismo y, las conclusiones a las cuales se ha llegado finalmente.Cabe destacar que se disena y construye tanto el laberinto como el robot. El laberinto contiene elementos esenciales como son rectas, curvas y bifurcaciones. Con respecto al robot, debio ser dotado de los mecanismos necesarios para que este se desplace dentro del laberinto de manera eficiente.El desarrollo del software consiste en primer lugar en lograr una captura del laberinto para luego aplicar una secuencia de filtros, teniendo al menos tres opciones de secuencia. Con la secuencia se pr...
Drowning unconformities are surfaces characterized on seismic data by high amplitude contrast bet... more Drowning unconformities are surfaces characterized on seismic data by high amplitude contrast between deepwater and shallow water facies. Such surfaces are created by the covering of the platform by onlapping siliciclastic sediments or other non-platform material. The key aspect of this paper is the application of the drowning unconformity concept, commonly used in marine settings, to a more restrictive one: the coquinas of the Itapema Formation, in the pre-salt succession of the Santos Basin (Brazil). In the studied area the sequence boundaries of the deposits related to the Itapema Formation are often associated with high reflectivity seismic horizons, which are tied to radioactive peaks of low-energy sedimentary facies in the gamma ray logs and also to the siliciclastic supply rate increase. However, the stratigraphic significance of these reflectors still lacks further investigation and an adequate description. In this way, it is proposed that the space-time filling of the Itape...
Anais do Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2020)
This work presents an investigation on how to define Neural Networks (NN) architectures adopting ... more This work presents an investigation on how to define Neural Networks (NN) architectures adopting a data-driven approach using clustering to create sub-labels to facilitate the learning process and to discover the number of neurons needed to compose the layers. We also increase the depth of the model aiming to represent the samples better, the more in-depth it flows into the model. We hypothesize that the clustering process identifies sub-regions in the feature space in which the samples belonging to the same cluster have strong similarities. We used seven benchmark datasets to validate our hypothesis using 10-fold cross validation 3 times. The proposed model increased the performance, while never decreased it, with statistical significance considering the p-value $< 0.05$ in comparison with a Multi-Layer Perceptron with a single hidden layer with approximately the same number of parameters of the architectures found by our approach.
Abstract Since the first discoveries of oil accumulations in the carbonate reservoirs of the Lowe... more Abstract Since the first discoveries of oil accumulations in the carbonate reservoirs of the Lower Cretaceous Barra Velha Formation of the Santos Basin, their genesis has been the subject of intense discussion. Different depositional models have been proposed, with some authors advocating a microbial origin, while others an abiotic origin as travertines or travertine-like rocks. This search for a modern carbonate analogue for these unusual rocks may have disregarded an intriguing alternative: an evaporative model supported by our petrographical and geochemical data. Evaporitic sediment patterns in endorheic basins, in a depositional framework of brine drawdown, are dominated by ephemeral salt pan hydrology. Bedded salt crusts form a stack of subaqueous aligned crystal beds at the sediment-water interface; salt grows diagenetically within saline and mud layers beneath the dry pan surface; finally laminated sediments are deposited. We observe a similar cyclic pattern in the pre-salt core we described: beds of shrub-like crystals and diagenetic spherulites growing in magnesium clay matrix are followed by laminites. The model we propose attempts to contribute solving the puzzle of Pre-Salt carbonate deposition by integrating sedimentology and geochemistry with basin tectonics. Our observations and basin tectonics point to the exciting possibility that the sag phase carbonates of the Santos-Campos basin were deposited as the initial/transitional stage of a closed sub-sea-level evaporite basin whose rising salinities culminated in the deposition of halite and bittern salts (carnallite, sylvite, tachyhydrite). Basinwide evaporites are singular events in the geological record. They form when a giant sub-sea-level basin becomes a sump of continental, marine and hydrothermal fluids, producing unexpected brine compositions in unusual depositional settings present in ancient evaporitic basins but absent from most modern ones. The novelty in this paper is that we apply to pre-salt carbonate deposition the sedimentology, hydrology and geochemistry of ancient evaporitic basins. With this concept in mind, we propose a geochemical model for the unusual pre-salt carbonate precipitation of the Santos Basin. Regarding the Walvis-Rio Grande volcanic high as a topographic barrier during the Aptian, we suggest that the main sources of calcium to the Barra Velha paleolake were hydrothermal brines, mostly from infiltrating seawater that reacted at depth with the basalts of the volcanic barrier. Hyperextension of the lithosphere, with a shallow Moho, increased geothermal gradients to levels favorable for the generation of hydrothermal CaCl2 brines, a process facilitated by the already elevated Ca++ ion and low sulfate concentration of the Cretaceous ocean. These CaCl2-rich fluids would pass through the volcanic barrier into a sub-sea-level paleolake in the rift basin. The high salinity paleolake would become saturated in calcium bicarbonate/carbonate as internally drained NaHCO3-bearing alkaline waters, formed by physical/chemical weathering of penecontemporaneous basaltic rocks, mix with the CaCl2-bearing hot brines percolating through the barrier, producing a hybrid brine (2NaHCO3 + CaCl2 = Ca(HCO3)2 + 2NaCl). Such a depositional system, integrating the geochemical-depositional controls of sag phase carbonates with those of the South Atlantic evaporites, has important implications for unravelling the genesis of these exotic deposits.
This research aimed to evaluate the clinical and cardiorespiratory effects of a propofol formulat... more This research aimed to evaluate the clinical and cardiorespiratory effects of a propofol formulation with nanometer droplet diameter in dogs. Six adult healthy female dogs weighing 14.8±1.2kg were used in this study. Each dog received two treatments with a 15-day washout period. A microemulsion (MICRO) or lipid emulsion (EMU) of propofol was administered intravenously (IV) for induction and maintenance of anesthesia. Anesthesia was maintained with a constant rate infusion of propofol (0.4mg kg-1 minute-1). Cardiorespiratory variables were recorded before induction (baseline), immediately after and at 15-minute intervals for 90 minutes after treatment. Arterial blood samples were also taken for blood gas analysis, except at 45 and 75 minutes after induction. The mean arterial pressure decreased significantly during both treatments, while the cardiac index decreased significantly only in MICRO treatment. The time to extubation, sternal recumbency, ambulation and total recovery was sim...
We report an unusual case of hemimegalencephaly (HMG) associated with ipsilateral congenital-infi... more We report an unusual case of hemimegalencephaly (HMG) associated with ipsilateral congenital-infiltrating lipomatosis of the face in a five-month-old boy. Hemimegalencephaly is a rare but unique malformation characterized by enlargement of all or parts of a cerebral hemisphere. The affected hemisphere may have focal or diffuse neuronal migration defects, with areas of polymicrogyria, pachygyria and heterotopia. Our aim was to investigate morphologic abnormalities occurring on the affected hemisphere by Magnetic Resonance Imaging (MRI), but some MRI findings were also noted outside of the affected hemicerebrum. There are a few case reports that have described various other abnormalities accompanying this condition, such as enlargement of ipsilateral brainstem, cerebellum and left lateral ventricle. MRI may be the most useful method demonstrating features of hemimegalencephaly with infiltrating lipomatosis of the face. However, studies using electroencephalogram (EEG) and brain single...
We propose a Similarity-Based Stratified Splitting (SBSS) technique, which uses both the output a... more We propose a Similarity-Based Stratified Splitting (SBSS) technique, which uses both the output and input space information to split the data. The splits are generated using similarity functions among samples to place similar samples in different splits. This approach allows for a better representation of the data in the training phase. This strategy leads to a more realistic performance estimation when used in real-world applications. We evaluate our proposal in twenty-two benchmark datasets with classifiers such as Multi-Layer Perceptron, Support Vector Machine, Random Forest and K-Nearest Neighbors, and five similarity functions Cityblock, Chebyshev, Cosine, Correlation, and Euclidean. According to the Wilcoxon Sign-Rank test, our approach consistently outperformed ordinary stratified 10-fold cross-validation in 75\% of the assessed scenarios.
Single-port laparoscopic ovariectomy using a pre-tied loop ligature in Santa Ines ewes Ovariectom... more Single-port laparoscopic ovariectomy using a pre-tied loop ligature in Santa Ines ewes Ovariectomia por um portal laparoscópico com aplicação de ligaduras pré-montadas em ovelhas Santa Inês
In recent years, with food shortages, the human being has been seeking alternatives of possible s... more In recent years, with food shortages, the human being has been seeking alternatives of possible sources of protein for nutrition. Breeding in captivity of pacas would be one of those alternatives, if exploited properly. Facts like these favor the development of scientifi c research related to biotechnology of reproduction. Thus they are no longer performed solely because of concern for the conservation of the species, but also as a way to improve their zootechnical production. With the scarcity of data in the literature questions arise whether it would be possible to obtain viable oocytes from pacas for in vitro maturation.
mario 11.5606 Normal 0 21 false false false MicrosoftInternetExplorer4 /* Style Definitions */ ta... more mario 11.5606 Normal 0 21 false false false MicrosoftInternetExplorer4 /* Style Definitions */ table.MsoNormalTable {mso-style-name:"Tabela normal"; mso-tstyle-rowband-size:0; mso-tstyle-colband-size:0; mso-style-noshow:yes; mso-style-parent:""; mso-padding-alt:0cm 5.4pt 0cm 5.4pt; mso-para-margin:0cm; mso-para-margin-bottom:.0001pt; mso-pagination:widow-orphan; font-size:10.0pt; font-family:"Times New Roman"; mso-ansi-language:#0400; mso-fareast-language:#0400; mso-bidi-language:#0400;} Este trabalho aborda um tema de automacao da iluminacao e condicoes de refrigeracao visando reducao do consumo de energia eletrica, bem como o conforto termico de individuos presentes em um determinado ambiente. Este trabalho visa ligar e desligar a central de refrigeracao de acordo com a presenca ou nao de pessoas no ambiente.
En el presente trabajo de titulo se efectuan diversas actividades comenzando con una fase de inve... more En el presente trabajo de titulo se efectuan diversas actividades comenzando con una fase de investigacion, construccion de un laberinto constituido por bases, conectores y paredes de madera y para la construccion del robot se utiliza un kit Lego Mindstorms NXT 2.0. Posteriormente, se desarrolla un software que permita al robot escapar del laberinto y asi, recopilar los resultados de las experiencias efectuadas durante el proceso del mismo y, las conclusiones a las cuales se ha llegado finalmente.Cabe destacar que se disena y construye tanto el laberinto como el robot. El laberinto contiene elementos esenciales como son rectas, curvas y bifurcaciones. Con respecto al robot, debio ser dotado de los mecanismos necesarios para que este se desplace dentro del laberinto de manera eficiente.El desarrollo del software consiste en primer lugar en lograr una captura del laberinto para luego aplicar una secuencia de filtros, teniendo al menos tres opciones de secuencia. Con la secuencia se pr...
Drowning unconformities are surfaces characterized on seismic data by high amplitude contrast bet... more Drowning unconformities are surfaces characterized on seismic data by high amplitude contrast between deepwater and shallow water facies. Such surfaces are created by the covering of the platform by onlapping siliciclastic sediments or other non-platform material. The key aspect of this paper is the application of the drowning unconformity concept, commonly used in marine settings, to a more restrictive one: the coquinas of the Itapema Formation, in the pre-salt succession of the Santos Basin (Brazil). In the studied area the sequence boundaries of the deposits related to the Itapema Formation are often associated with high reflectivity seismic horizons, which are tied to radioactive peaks of low-energy sedimentary facies in the gamma ray logs and also to the siliciclastic supply rate increase. However, the stratigraphic significance of these reflectors still lacks further investigation and an adequate description. In this way, it is proposed that the space-time filling of the Itape...
Anais do Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2020)
This work presents an investigation on how to define Neural Networks (NN) architectures adopting ... more This work presents an investigation on how to define Neural Networks (NN) architectures adopting a data-driven approach using clustering to create sub-labels to facilitate the learning process and to discover the number of neurons needed to compose the layers. We also increase the depth of the model aiming to represent the samples better, the more in-depth it flows into the model. We hypothesize that the clustering process identifies sub-regions in the feature space in which the samples belonging to the same cluster have strong similarities. We used seven benchmark datasets to validate our hypothesis using 10-fold cross validation 3 times. The proposed model increased the performance, while never decreased it, with statistical significance considering the p-value $< 0.05$ in comparison with a Multi-Layer Perceptron with a single hidden layer with approximately the same number of parameters of the architectures found by our approach.
Abstract Since the first discoveries of oil accumulations in the carbonate reservoirs of the Lowe... more Abstract Since the first discoveries of oil accumulations in the carbonate reservoirs of the Lower Cretaceous Barra Velha Formation of the Santos Basin, their genesis has been the subject of intense discussion. Different depositional models have been proposed, with some authors advocating a microbial origin, while others an abiotic origin as travertines or travertine-like rocks. This search for a modern carbonate analogue for these unusual rocks may have disregarded an intriguing alternative: an evaporative model supported by our petrographical and geochemical data. Evaporitic sediment patterns in endorheic basins, in a depositional framework of brine drawdown, are dominated by ephemeral salt pan hydrology. Bedded salt crusts form a stack of subaqueous aligned crystal beds at the sediment-water interface; salt grows diagenetically within saline and mud layers beneath the dry pan surface; finally laminated sediments are deposited. We observe a similar cyclic pattern in the pre-salt core we described: beds of shrub-like crystals and diagenetic spherulites growing in magnesium clay matrix are followed by laminites. The model we propose attempts to contribute solving the puzzle of Pre-Salt carbonate deposition by integrating sedimentology and geochemistry with basin tectonics. Our observations and basin tectonics point to the exciting possibility that the sag phase carbonates of the Santos-Campos basin were deposited as the initial/transitional stage of a closed sub-sea-level evaporite basin whose rising salinities culminated in the deposition of halite and bittern salts (carnallite, sylvite, tachyhydrite). Basinwide evaporites are singular events in the geological record. They form when a giant sub-sea-level basin becomes a sump of continental, marine and hydrothermal fluids, producing unexpected brine compositions in unusual depositional settings present in ancient evaporitic basins but absent from most modern ones. The novelty in this paper is that we apply to pre-salt carbonate deposition the sedimentology, hydrology and geochemistry of ancient evaporitic basins. With this concept in mind, we propose a geochemical model for the unusual pre-salt carbonate precipitation of the Santos Basin. Regarding the Walvis-Rio Grande volcanic high as a topographic barrier during the Aptian, we suggest that the main sources of calcium to the Barra Velha paleolake were hydrothermal brines, mostly from infiltrating seawater that reacted at depth with the basalts of the volcanic barrier. Hyperextension of the lithosphere, with a shallow Moho, increased geothermal gradients to levels favorable for the generation of hydrothermal CaCl2 brines, a process facilitated by the already elevated Ca++ ion and low sulfate concentration of the Cretaceous ocean. These CaCl2-rich fluids would pass through the volcanic barrier into a sub-sea-level paleolake in the rift basin. The high salinity paleolake would become saturated in calcium bicarbonate/carbonate as internally drained NaHCO3-bearing alkaline waters, formed by physical/chemical weathering of penecontemporaneous basaltic rocks, mix with the CaCl2-bearing hot brines percolating through the barrier, producing a hybrid brine (2NaHCO3 + CaCl2 = Ca(HCO3)2 + 2NaCl). Such a depositional system, integrating the geochemical-depositional controls of sag phase carbonates with those of the South Atlantic evaporites, has important implications for unravelling the genesis of these exotic deposits.
This research aimed to evaluate the clinical and cardiorespiratory effects of a propofol formulat... more This research aimed to evaluate the clinical and cardiorespiratory effects of a propofol formulation with nanometer droplet diameter in dogs. Six adult healthy female dogs weighing 14.8±1.2kg were used in this study. Each dog received two treatments with a 15-day washout period. A microemulsion (MICRO) or lipid emulsion (EMU) of propofol was administered intravenously (IV) for induction and maintenance of anesthesia. Anesthesia was maintained with a constant rate infusion of propofol (0.4mg kg-1 minute-1). Cardiorespiratory variables were recorded before induction (baseline), immediately after and at 15-minute intervals for 90 minutes after treatment. Arterial blood samples were also taken for blood gas analysis, except at 45 and 75 minutes after induction. The mean arterial pressure decreased significantly during both treatments, while the cardiac index decreased significantly only in MICRO treatment. The time to extubation, sternal recumbency, ambulation and total recovery was sim...
We report an unusual case of hemimegalencephaly (HMG) associated with ipsilateral congenital-infi... more We report an unusual case of hemimegalencephaly (HMG) associated with ipsilateral congenital-infiltrating lipomatosis of the face in a five-month-old boy. Hemimegalencephaly is a rare but unique malformation characterized by enlargement of all or parts of a cerebral hemisphere. The affected hemisphere may have focal or diffuse neuronal migration defects, with areas of polymicrogyria, pachygyria and heterotopia. Our aim was to investigate morphologic abnormalities occurring on the affected hemisphere by Magnetic Resonance Imaging (MRI), but some MRI findings were also noted outside of the affected hemicerebrum. There are a few case reports that have described various other abnormalities accompanying this condition, such as enlargement of ipsilateral brainstem, cerebellum and left lateral ventricle. MRI may be the most useful method demonstrating features of hemimegalencephaly with infiltrating lipomatosis of the face. However, studies using electroencephalogram (EEG) and brain single...
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