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Lecture Notes in Networks and Systems(9)
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics(2)
2022 IEEE International Autumn Meeting on Power Electronics and Computing Ropec 2022(1)
2022 IEEE International Autumn Meeting on Power, Electronics and Computing, ROPEC 2022(1)
Communications in Computer and Information Science(1)
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Data Analysis Architecture using Techniques of Machine Learning for the Prediction of the Quality of Blood Fonations against the Hepatitis C Virus
Conference ObjectAbstract: Nowadays the WHO (World health Organization) has difficulties improving the access to safe blood. ThPalabras claves:Artificial Neural Network, Blood Donor, data science, HEPATITIS C, K-Nearest-Neighbor, Machine learning, neural network, Oversizing, Principal Component Analysis, random forest, Support Vector MachineAutores:Denys Dutan-Sanchez, Paul Idrovo, Paul Idrovo-Berrezueta, Remigio Hurtado Ortiz, Vladimir Robles-BykbaevFuentes:googlescopusA New Architecture for Diabetes Prediction Using Data Mining, Deep Learning, and Ensemble Algorithms
OtherAbstract: It is a big challenge to diagnose diabetes in an early stage. This causes a health problem because iPalabras claves:Adaboost, artificial neural networks, Data preprocessing, data science, Diabetes, Predictive analysis, random forestAutores:Adolfo Jara-Gavilanes, Remigio Hurtado Ortiz, Romel Ávila-FaicánFuentes:scopusLung Cancer Detection Using Positron Emission Tomography Images Through Convolutional and Recurrent Neural Networks
OtherAbstract: Lung cancer ranks third in cancer detection, following breast and prostate cancer, but it causes morPalabras claves:convolutional neural networks, data science, Deep learning, image preprocessing, lung cancer, Positron Emission Tomography, Recurrent neural networks, Transfer learningAutores:Adolfo Jara-Gavilanes, Remigio Hurtado Ortiz, S. Guzmán OrtizFuentes:scopusA Categorical Transformer with a Data Science Approach for Recommendation Systems Based on Collaborative Filtering
OtherAbstract: Recommender systems help predict what customers might like, such as movies, restaurants, or productsPalabras claves:Categorical transformer, COLLABORATIVE FILTERING, data science, Data transformation, Machine Learning, recommender systemsAutores:Arantxa Muñoz, Remigio Hurtado OrtizFuentes:scopusPrediction of Customer Underwriting of Policies in Banking Institutions Through Machine Learning
OtherAbstract: Policies are important for banks because they provide them with liquidity and make it easier for thePalabras claves:data science, Machine Learning, neural networks, PoliciesAutores:Arantxa Muñoz, Eduardo Ayora, Remigio Hurtado OrtizFuentes:scopusAn Architecture and a New Deep Learning Method for Head and Neck Cancer Prognosis by Analyzing Serial Positron Emission Tomography Images
OtherAbstract: In the U.S. it is estimated that there are more than 20,000 cases of head and neck cancers per year.Palabras claves:data science, Deep learning, Disease Modeling and Analysis, Medical Imaging, molecular imaging, optimizationAutores:Arantxa Muñoz, Remigio Hurtado Ortiz, Stefanía GuzmánFuentes:scopusIntelligent System for Predicting Bank Policy Acceptance by Ensemble Machine Learning and Model Explanation
OtherAbstract: Efficient management of financial resources is crucial for the sustainability and competitiveness ofPalabras claves:Bank Policy Acceptance, data science, ensemble learning, Intelligent system, Machine Learning, Model explanationAutores:Eduardo Ayora, Remigio Hurtado OrtizFuentes:scopusExploring Classifier Behaviour: Support Vector and Random Forest Machines in Brain Cancer Diagnosis through Medical Imaging
ArticleAbstract: In brain cancer diagnosis, the interpretation of classification model results is crucial. In this stPalabras claves:Brain cancer, data science, diagnostic, Graphical Explanation, medical image processingAutores:Esteban Gustavo Novillo Quinde, María José Montesdeoca, Remigio Hurtado OrtizFuentes:scopusRevolutionizing Parkinson’s Disease Diagnosis: An Advanced Data Science and Machine Learning Architecture
OtherAbstract: The presence of speech impairment during the early stages of Parkinson’s disease has motivated severPalabras claves:data science, Machine Learning, multi-layer perceptron neural network, Parkinson’s Disease, random forest, Support Vector Machine, Vocal disorderAutores:Esteban Gustavo Novillo Quinde, María José Montesdeoca González, Remigio Hurtado OrtizFuentes:scopusCutting-Edge Advanced Machine Learning Model for Enhanced Breast Cancer Diagnostics
OtherAbstract: Breast cancer is one of the most severe and prevalent cancers. It occurs in all of the countries aroPalabras claves:Breast Cancer, data science, diagnostic, Machine Learning, medical image processing, SVC, TumorAutores:Esteban Gustavo Novillo Quinde, María José Montesdeoca, Remigio Hurtado OrtizFuentes:scopus