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Advances in Intelligent Systems and Computing(4)
2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017(2)
Applied Sciences (Switzerland)(1)
Lecture Notes in Networks and Systems(1)
Proceedings - 2019 International Conference on Information Systems and Software Technologies, ICI2ST 2019(1)
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Otros problemas y servicios sociales(4)
Programación informática, programas, datos, seguridad(4)
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A Systematic Literature Review of Learning-Based Traffic Accident Pbkp_rediction Models Based on Heterogeneous Sources
ReviewAbstract: Statistics affirm that almost half of deaths in traffic accidents were vulnerable road users, such aPalabras claves:deep learning, heterogeneous sources, Machine learning, neural network, traffic accident pbkp_redictionAutores:Ángel Leonardo Valdivieso Caraguay, Myriam Hernández-Alvarez, Pablo MarcilloFuentes:googlescopusDetection of possible human trafficking in twitter
Conference ObjectAbstract: Social networks in general and Twitter, in particular, have become criminal-friendly tools used to cPalabras claves:Deception detection, Features, HASHTAGS, human trafficking, Machine learning, semi-supervised learning, Social Network, TwitterAutores:Myriam Hernández-AlvarezFuentes:googlescopusDynamic Feature Dataset for Ransomware Detection Using Machine Learning Algorithms
ArticleAbstract: Ransomware-related cyber-attacks have been on the rise over the last decade, disturbing organizationPalabras claves:Analysis, classification, Dataset, dynamic, encryptor, Features, locker, Machine learning, ransomwareAutores:Juan A. Herrera Silva, Myriam Hernández-AlvarezFuentes:googlescopusEEG-Based BCI Emotion Recognition Using the Stock-Emotion Dataset
Conference ObjectAbstract: We present a novel method of emotion elicitation through stock trad- ing activities in a competitivePalabras claves:Bci, EEG, Emotion recognition, Feature Extraction, Machine learningAutores:Edgar P. Torres, Myriam Hernández-Alvarez, Sang Guun Yoo, Torres H E.Fuentes:scopusLarge scale ransomware detection by cognitive security
Conference ObjectAbstract: Attacks of Ransomware [14] are increasing every day. This type of threads explodes the system vulnerPalabras claves:classification, Data Mining, LOGS, Machine learning, ransomwareAutores:Juan A.Herrera Silva, Myriam Hernández-AlvarezFuentes:scopusMachine Learning Analysis of EEG Measurements of Stock Trading Performance
Conference ObjectAbstract: In this paper, we analyze the participants’ state of mind through the measurement of EEG readings liPalabras claves:Brain-Computer Interface, EEG, Emotion recognition, Machine learningAutores:Edgar Alejandro Torres, Edgar P. Torres, Myriam Hernández-Alvarez, Sang Guun YooFuentes:scopusIdentifying human trafficking patterns online
Conference ObjectAbstract: Human trafficking is a major concern worldwide which has evolved with the use of the Internet. IllicPalabras claves:Data Mining, human trafficking, illicit domains, information extraction, Machine learning, SOCIAL NETWORKSAutores:Danilo Burbano, Myriam Hernández-AlvarezFuentes:scopusModeling of a Vehicle Accident Pbkp_rediction System Based on a Correlation of Heterogeneous Sources
Conference ObjectAbstract: Statistics affirm that traffic accidents are the main cause of death in developing countries. The inPalabras claves:Data Mining, heterogeneous sources, High-risk clusters, Machine learning, traffic accident pbkp_redictionAutores:Ángel Leonardo Valdivieso Caraguay, Lorena Isabel Barona López, Myriam Hernández-Alvarez, Pablo MarcilloFuentes:googlescopusReal-Time Emotion Recognition for EEG Signals Recollected from Online Poker Game Participants
Conference ObjectAbstract: This study employs a novel emotion elicitation method to recollect EEG signals using an EEG-based BCPalabras claves:Brain-Computer Interface, EEG, Emotion recognition, Machine learning, PokerAutores:Edgar Alejandro Torres, Edgar P. Torres, Myriam Hernández-Alvarez, Sang Guun YooFuentes:scopusStock Market Data Pbkp_rediction Using Machine Learning Techniques
Conference ObjectAbstract: This paper studies the possibilities of making pbkp_rediction of stock market prices using historicaPalabras claves:Artificial Intelligence, Machine learning, pbkp_rediction, stock marketAutores:Edgar Alejandro Torres, Edgar P. Torres, Myriam Hernández-Alvarez, Sang Guun YooFuentes:scopus