Listar por tema "supervised learning"
Mostrando ítems 1-11 de 11
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Análisis del Sentimiento Político en Twitter durante las Elecciones Congresales 2020 en el Perú
(2021)En este TFM se efectúa la investigación para el desarrollo de un sistema en análisis de sentimiento político referente a las elecciones congresales del 2020 en Perú. El análisis de sentimiento es un área del procesamiento ... -
Audio-Visual Automatic Speech Recognition Towards Education for Disabilities
(Journal of Autism and Developmental Disorders, 2023)Education is a fundamental right that enriches everyone’s life. However, physically challenged people often debar from the general and advanced education system. Audio-Visual Automatic Speech Recognition (AV-ASR) based ... -
Development of an Intelligent Classifier Model for Denial of Service Attack Detection
(International Journal of Interactive Multimedia and Artificial Intelligence, 09/2023)The prevalence of Internet of Things (IoT) systems deployment is increasing across various domains, from residential to industrial settings. These systems are typically characterized by their modest computationa requirements ... -
ERBM-SE: Extended Restricted Boltzmann Machine for Multi-Objective Single-Channel Speech Enhancement
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2022)Machine learning-based supervised single-channel speech enhancement has achieved considerable research interest over conventional approaches. In this paper, an extended Restricted Boltzmann Machine (RBM) is proposed for ... -
Face Detection for Augmented Reality Application Using Boosting-based Techniques
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2016)Augmented reality has gained an increasing research interest over the few last years. Customers requirements have become more intense and more demanding, the need of the different industries to re-adapt their products and ... -
Human Activity Recognition From Sensorised Patient's Data in Healthcare: A Streaming Deep Learning-Based Approach
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2023)Physical inactivity is one of the main risk factors for mortality, and its relationship with the main chronic diseases has experienced intensive medical research. A well-known method for assessing people’s activity is the ... -
Implementación de un sistema en la nube para el ahorro de consumo de energía eléctrica.
(2021)Debido a los últimos eventos suscitados por la pandemia a nivel mundial, la economía se ha visto fuertemente afectada en empresas e instituciones que manejaban una modalidad presencial y que además involucran un grupo ... -
Improving supervised learning classification methods using multi-granular linguistic modelling and fuzzy entropy
(IEEE Transactions on Fuzzy Systems, 10/2017)Obtaining good classification results using supervised learning methods is critical if we want to obtain a high level of precision in the classification processes. The training data used for the learning process plays a ... -
Improving Web Learning through model Optimization using Bootstrap for a Tour-Guide Robot
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2012)We perform a review of Web Mining techniques and we describe a Bootstrap Statistics methodology applied to pattern model classifier optimization and verification for Supervised Learning for Tour-Guide Robot knowledge ... -
Inteligencia artificial aplicada a la gestión de capacidad de infraestructura tecnológica
(23/09/2020)Un dimensionamiento adecuado de infraestructura tecnológica puede redundar en servicios disponibles y ahorros de costos. Las investigaciones actuales en inteligencia artificial, contemplan proveedores en la nube y otros ... -
Una plataforma de inteligencia artificial cuántica: QuantumSolver AI
(20/07/2023)En este trabajo se expone el desarrollo de un potente módulo de inteligencia artificial cuántica, implementado como una ampliación de la librería cuántica de código abierto QuantumSolver, cuyo desarrollo comenzó en la ...
