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Advances in Intelligent Systems and Computing(4)
2017 IEEE 2nd Ecuador Technical Chapters Meeting Etcm 2017(2)
2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017(2)
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A Systematic Literature Review of Learning-Based Traffic Accident Prediction 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_rediction, Traffic accident predictionAutores:Ángel Leonardo Valdivieso Caraguay, Myriam Hernández-Alvarez, Pablo MarcilloFuentes:googlescopusStock Market Data Prediction Using Machine Learning Techniques
Conference ObjectAbstract: This paper studies the possibilities of making prediction of stock market prices using historical daPalabras claves:Artificial intelligence, Machine Learning, pbkp_rediction, PREDICTION, stock marketAutores:Edgar Alejandro Torres, Edgar P. Torres, Myriam Hernández-Alvarez, Sang Guun YooFuentes:scopusDeployment of Ransomware Detection Using Dynamic Analysis and Machine Learning
OtherAbstract: Ransomware’s growing impact is powered by dedicated criminal teams working within an organized businPalabras claves:Dataset, dynamic analysis, encryptor, Features, locker, Machine Learning, Ransomware detection, Timeline of the ransomware evolutionAutores:Juan A. Herrera Silva, Myriam Hernández-AlvarezFuentes:scopusDynamic 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:scopusDetection 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:googlescopusMachine 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:scopusModeling of a Vehicle Accident Prediction 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_rediction, Traffic accident predictionAutores:Ángel Leonardo Valdivieso Caraguay, Lorena Isabel Barona López, Myriam Hernández-Alvarez, Pablo MarcilloFuentes:googlescopusIdentifying 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: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:scopus