Acoustic lung signals analysis based on Mel frequency cepstral coefficients and self-organizing maps

Acoustic lung signals analysis based on Mel frequency cepstral coefficients and self-organizing maps

This study analyzes acoustic lung signals with different abnormalities, using Mel Frequency Cepstral Coefficients (MFCC), Self-Organizing Maps (SOM), and K-means clustering algorithm. SOM models are known as artificial neural networks than can be trained in an unsupervised or supervised manner. Both...

書誌詳細
主要な著者:	Orjuela-Cañón, Álvaro David, Posada-Quintero, Hugo Fernando
フォーマット:	Online
言語:	eng
出版事項:	Universidad Pedagógica y Tecnológica de Colombia 2016
主題:	acoustic lung signals computer-aided decision making self-organizing maps mapas auto-organizados señales acústicas de pulmón sistemas de apoyo a decisión
オンライン･アクセス:	https://revistas.uptc.edu.co/index.php/ingenieria/article/view/5300

類似資料

SOPHIA: System for Ophthalmic Image Acquisition, Transmission, and Intelligent Analysis
著者:: Perdomo-Charry, Oscar Julián, 等
出版事項: (2020)

Consequentialism as a limit on constitutional, legal and juridical argumentation
著者:: Guagua-Castillo, Jairo, 等
出版事項: (2014)

Ultrasound Applied in the Reduction of Viscosity of Heavy Crude Oil
著者:: Olaya-Escobar, David Roberto, 等
出版事項: (2020)

Using Decision Trees to Predict Critical Reading Performance.
著者:: Timaran-Buchely, Andrea, 等
出版事項: (2021)

Decision trees for predicting factors associated with academic performance of high school students in Saber 11 tests
著者:: Timarán-Pereira, Ricardo, 等
出版事項: (2019)

Towards the usage of simulation as a tool for the analysis of investment projects
著者:: Diego Andrés Carreño Dueñas, Lilia Teresa Bermúdez Correa,
出版事項: (2011)

Applying Predictive Data Mining to Discover Factors Associated to the Language Skill Performance from Elementary School Students
著者:: Timarán-Pereira, Ricardo, 等
出版事項: (2022)

Neuroeconomics: a review based on scientific mapping techniques
著者:: Trejos-Salazar, Damiand Felipe, 等
出版事項: (2021)

Decision structure for transport logistic problem
著者:: García-Cáceres, Rafael Guillermo, 等
出版事項: (2018)

Behavioral Economics: An Analysis from Interdisciplinarity and Complexity
著者:: Pérez Martínez, Armenio, 等
出版事項: (2022)

The process of decision making in mipymes hoteleras in Boyaca, Colombia
著者:: Moya-Espinosa, Pedro Ignacio, 等
出版事項: (2019)

Integration of knowledge in restaurants through multicriteria analysis for decision making
著者:: León Santiesteban, Martín, 等
出版事項: (2020)

Analysis temporary space (1981-2010) of the precipitation in the city of Bogota: advances in the generation of extreme indices
著者:: Aragón-Moreno, Juan Antonio, 等
出版事項: (2019)

Radon Concentration in Coal Mining In Corrales- Boyacá
著者:: Franco-Becerra, A.C, 等
出版事項: (2023)

Application of business intelligence for analyzing vulnerabilities to increase the security level in an academic CSIRT
著者:: Reyes Mena, Francisco Xavier, 等
出版事項: (2018)

Business decision making through the ordered weighted average
著者:: Baez-Palencia, Diego, 等
出版事項: (2020)

Desarrollo de aplicación web para los manuales de capacidad y nivel de servicio de Colombia
著者:: Rodríguez González, Cristian Nicolás
出版事項: (2023)

El conflicto armado interno colombiano en la caricatura política, 1990-2010
著者:: Pachón Rojas, Juan Carlos
出版事項: (2016)

Application of business intelligence for analyzing vulnerabilities to increase the security level in an academic CSIRT
著者:: Reyes-Mena, Francisco Xavier, 等
出版事項: (2018)

A Mathematical Model for the Dynamics of HIV/AIDS Considering Asymptomatic
著者:: Ortega Bejarano, José Armando, 等
出版事項: (2023)

Integration of a Neurosignals System to Detect Human Expressions in the Multimedia Material Analysis
著者:: Moreno-Cueva, Luz Ángela, 等
出版事項: (2014)

Characterization of Energy Portability Tools to Implement in Colombia
著者:: Mendoza-Becerra, Martha-Eliana, 等
出版事項: (2022)

Function and Importance of Self-Access Learning Centers (SALC) in the University of Veracruz.
著者:: Sánchez Hernández, Diana Iveth
出版事項: (2024)

Consolidation, Construction and Fashioning of a « Self », or the Way in which Language Models a given Reality. (The Case of the Letters of Relation of Hernán Cortés)
著者:: Espitia Ortiz, David Leonardo
出版事項: (2017)

Not Easy Being “Me”: Deconstructing Foreign Language Teachers’ Self Through Collaborative Autoethnography
著者:: Hernández Victoria, Juan Camilo, 等
出版事項: (2022)

“Ejecución de procedimiento bajo técnica NDT emisión acústica a tanque de almacenamiento en servicio TK 801 como implementación del Programa de Mantenimiento bajo metodología en 15856:2010”. (Trabajo Especialización). Universidad Pedagógica y Tecnológica de Colombia. Facultad de Ingeniería, Bogotá.
著者:: Duarte Galindo, Jonathan Smith
出版事項: (2024)

Food Security of the Inhabitants of the Cucaita Village (Briceño, Boyacá) Period 2018-2022: A Reflective View
著者:: Pedreros-Rua, César Julián
出版事項: (2023)

OntoCaimer: Towards an Ontological Model to Support the Care of Patients with Alzheimer's Disease
著者:: Lasso-Arciniegas, Laura-Daniela, 等
出版事項: (2023)

Automatic Identification of Transformation in the Colombian Tropical Dry Forest Using GMM and UBM-GMM
著者:: Rendón-Hurtado, Néstor David, 等
出版事項: (2020)

Detección de fugas internas en válvulas de bloqueo con el uso de emisión acústica en facilidades petroquímicas
著者:: Higuera Mora, Javier Mauricio
出版事項: (2021)

El rol del material de auto-estudio en ambientes virtuales de aprendizaje: una mirada previa
著者:: Silva Vivas, Sandra Yannet, 等
出版事項: (2011)

Characterization of Wireless Data Transmission over Wi-Fi in a Biomechanical Information Processing System
著者:: Callejas-Cuervo, Mauro, 等
出版事項: (2019)

Acoustic Analysis of Formants at the Intersections of /n/ with Assimilated Occlusives
著者:: Casas Ortiz, Carlos César, 等
出版事項: (2019)

Positive B-splines used as Mappings in the Probabilistic Quantizer
著者:: Hoyos-Sánchez, Juan-Pablo, 等
出版事項: (2024)

Processes of intercultural education and indigenous self-segregation in the Aimaras of Puno, Perú
著者:: Bermejo Paredes, Saul, 等
出版事項: (2020)

Analysis of stability of a Power System by using Delay Static State Feedback
著者:: Amaya, Sindy Paola, 等
出版事項: (2012)

Mathematical software tools for teaching of complex numbers
著者:: Esguerra-Prieto, Brayan, 等
出版事項: (2018)

2D Gradient Algorithms for Noise Reduction in Radiological Images
著者:: Collazos-Ramírez, Jhonatan, 等
出版事項: (2023)

Representation and estimation of the power coefficient in wind energy conversion systems
著者:: González-Hernández, José Genaro, 等
出版事項: (2019)

Study of Magnetic Shielding in Conductors Materials as a Function of the Frequency.
著者:: Torres Velásquez, J. A., 等
出版事項: (2016)