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Advances in Intelligent Systems and Computing(2)
International Journal of Applied Engineering Research(2)
Communications in Computer and Information Science(1)
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Detecting and neutralizing encrypting Ransomware attacks by using machine-learning techniques: A literature review
ReviewAbstract: Almost immediatelyafter the initial design and implementation of first computers systemsaccessibletoPalabras claves:Machine learning, Malware, Malware detection algorithms, ransomwareAutores:Edgar P. Torres, Sang Guun YooFuentes:scopusEmotion Recognition Related to Stock Trading Using Machine Learning Algorithms with Feature Selection
ArticleAbstract: This article proposes an emotion elicitation method to develop our Stock-Emotion dataset: A collectiPalabras claves:Bci, Dasm, De, deep learning, EEG, Emotion elicitation, Emotion recognition, random forest, Rasm, Stock market tradingAutores:Edgar Alejandro Torres, Edgar P. Torres, Myriam Hernández-Alvarez, Sang Guun YooFuentes: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:scopusMalware detection and evasion with machine learning techniques: A survey
ArticleAbstract: Malware has become a powerful and sophisticated tool used by malicious users to compromise and harmPalabras claves:detection, evasión, Machine learning malware, Malware, ObfuscationAutores:Barriga J.J.A., Sang Guun YooFuentes:googlescopusMethod for the automated generation of a forest non forest map with LANDSAT 8 imagery by using artificial neural networks and the identification of pure class pixels
Conference ObjectAbstract: In this work, a methodology for the automated classification of Landsat 8 images from the integratioPalabras claves:artificial neural networks, Cross correlation coefficient, Forest non-forest map, LANDSAT 8 imageryAutores:Cindy-Pamela Lopez, Juan Carlos Tituana, Sang Guun YooFuentes:scopusReal-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