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A bi-objective model for gene clustering combining expression data and external biological knowledge
Conference ObjectAbstract: Clustering algorithms have been widely used by biologists to identify clusters of co-related genes.Palabras claves:Clustering, External Biological Knowledge, Gene Expression, Gene Ontology, Metaheurístic, Multi-objectiveAutores:Inostroza-Ponta M., Jorge Parraga-AlavaFuentes:googlescopusA data set for electric power consumption forecasting based on socio-demographic features: Data from an area of southern Colombia
OtherAbstract: In this article, we introduce a data set concerning electric-power consumption-related features regiPalabras claves:Electric power consumption, forecasting, Machine learning, smart Grid, Socio-demographic dataAutores:Anaya-Isaza A.J., Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Jorge Parraga-Alava, Moncayo-Nacaza J.D., Paul D. Rosero-MontalvoFuentes:googlescopusA multi-objective gene clustering algorithm guided by apriori biological knowledge with intensification and diversification strategies
ArticleAbstract: Background: Biologists aim to understand the genetic background of diseases, metabolic disorders orPalabras claves:External Biological Knowledge, Gene expression data, Multi-objective clustering (MOC), Pareto local search (PLS), Path-relinking (PR)Autores:Dorn M., Inostroza-Ponta M., Jorge Parraga-AlavaFuentes:googlescopusAn Unsupervised Learning Approach for Automatically to Categorize Potential Suicide Messages in Social Media
Conference ObjectAbstract: In this paper, we present an approach to categorize potential suicide messages in social media whichPalabras claves:Automatic annotation, Clustering, Corpus, Social media, suicide, unsupervised learningAutores:Caicedo R.A., Gomez Soriano J.M., Inostroza-Ponta M., Jorge Parraga-AlavaFuentes:googlescopusFeature selection reveal peripheral blood parameter's changes between COVID-19 infections patients from Brazil and Ecuador
ArticleAbstract: The investigation of conventional complete blood-count (CBC) data for classifying the SARS-CoV-2 infPalabras claves:Brazil, covid-19, ECUADOR, Hematological data, Machine learning, SARS-COV-2Autores:Dorn M., Feltes B.C., Jaime Meza, Jaime Meza Hormaza, Jorge Parraga-Alava, Luis Terán, Portmann E., Vieira I.A.Fuentes:googlescopusMulti-objective genetic algorithms: Are they useful for tuning parameters in agent-based simulation?
ArticleAbstract: One of the main issues, when an agent-based simulation (ABS) is performed, is the existence of a lotPalabras claves:agent-based model, Agent-based Simulation, Ants Foraging, Multi-Objective Genetic Algorithm, Tuning parametersAutores:Garzón G.M., Jorge Parraga-Alava, Valarezo R.V.Fuentes:googlescopusHow Pbkp_redicting the Academic Success of Students of the ESPAM MFL?: A Preliminary Decision Trees Based Study
Conference ObjectAbstract: The success of higher education institutions can be measured by the students performance. IdentifyinPalabras claves:Academic success, classification, decision tree, Supervised learningAutores:Carrillo J.M., Jorge Parraga-AlavaFuentes:googlescopusInfluence of the go-based semantic similarity measures in multi-objective gene clustering algorithm performance
ArticleAbstract: Using a prior biological knowledge of relationships and genetic functions for gene similarity, fromPalabras claves:Gene ontology (GO), Genetic Algorithm, multi-objective clustering, Semantic similarity measuresAutores:Inostroza-Ponta M., Jorge Parraga-AlavaFuentes:googlescopusMeta-analysis of gene expressions in testicular germ cell tumor histologies
ArticleAbstract: There is no consensus as to how a precursor lesion, germ cell neoplasia in situ (GCNIS), develops inPalabras claves:Biomarkers, Genes for pluripotency, Meta-analysis, ONCOGENES, pathogenesis, RNA expression, Testicular neoplasms, Tumor suppressor genesAutores:Jorge Parraga-Alava, von Eyben F.E.Fuentes:googlescopusUrbangEnCy: 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:googlescopus