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2021 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2021(1)
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Aphids Detection on Lemons Leaf Image Using Convolutional Neural Networks
Conference ObjectAbstract: Ecuador has been recognized for the export of high-quality plant products for food. Plant leaves disPalabras claves:Aphids, convolutional neural networks, image classification, Lemon plants, Supervised learningAutores:Jorge Parraga-Alava, Miguel A. Becerra, Riascos-Salas J.A., Roberth Alcivar-CevallosFuentes:scopusApproaches of pbkp_redictive and clustering methods used in emergency events: A Systematic Literature Review
Conference ObjectAbstract: Currently, social networks play a fundamental role in disseminating information on natural disastersPalabras claves:Algorithms, Social networks, Emergency response, geospatial data, Urban emergencyAutores:Bemis Loor-Zambrano, Frank Tello-Salvador, Leticia Vaca-Cardenas, Roberth Alcivar-CevallosFuentes:googlescopusOpinion and Sentiment Analysis of Twitter Users during the 2021 Ecuador Presidential Election
Conference ObjectAbstract: Social media data have been used for opinion and sentiment analysis and seem to have the potential tPalabras claves:ECUADOR, Opinion Analysis, Presidential Election, sentiment analysisAutores:Iván Quimi, Jorge Parraga-Alava, Roberth Alcivar-Cevallos, Rodas-Silva J.Fuentes:scopusMachine learning techniques versus complexity theory in the cerebral haemodynamics of traumatic brain injury patients
Conference ObjectAbstract: The objective of this study was to compare two paradigms of haemodynamic signals analysis which havePalabras claves:cerebral haemodynamics, complexity-entropy causality plane, Machine learning, SUPPORT VECTOR MACHINES, Traumatic brain injuryAutores:Chacon M., Lobos Vasquez M.F., Panerai R.B., Roberth Alcivar-CevallosFuentes:scopusLelephid: An image dataset for aphid detection and infestation severity on lemon leaves
ArticleAbstract: Aphids are small insects that feed on plant sap, and they belong to a superfamily called Aphoidea. TPalabras claves:Aphid, Aphoidea, image classification, image segmentation, Lemon, Plant disease recognitionAutores:Carrillo J.M., Jorge Parraga-Alava, Loor A., Magdalena Castro, Mendoza F., Roberth Alcivar-Cevallos, Shabely AvellánFuentes:scopusUnsupervised Pattern Recognition for Geographical Clustering of Seismic Events Post M<inf>W</inf> 7.8 Ecuador Earthquake
Conference ObjectAbstract: Ecuador is located at the collision point of Nazca and South America tectonic plates, an area with hPalabras claves:Earthquake, ECUADOR, Geographical clustering, MST-kNN, post-earthquake mitigation, unsupervised recognitionAutores:Garzón G.M., Inostroza-Ponta M., Jorge Parraga-Alava, Roberth Alcivar-CevallosFuentes:scopusUrbangEnCy: An emergency events dataset based on citizen sensors for monitoring urban scenarios in Ecuador
OtherAbstract: Recently, the use of the citizen-sensors (people generating and sharing real data by social media) fPalabras claves:Citizen sensors, ECU 911, ECUADOR, Emergency events, Social media, TEXT MININGAutores:Jaime Meza, Jaime Meza Hormaza, Jorge Parraga-Alava, Leticia Vaca-Cardenas, Roberth Alcivar-CevallosFuentes:googlescopusToward a Social Media Emergency Events Detection Based on Supervised Learning
Conference ObjectAbstract: Urban emergency events affect many lives and property of people every day. They should be tackled inPalabras claves:classification, Emergency detection, Emergency events, Social mediaAutores:Jorge Parraga-Alava, Jorge Santillan, Roberth Alcivar-Cevallos, Yahir MendozaFuentes:scopus