5th International Conference, SIMBig 2018, Lima, Peru, September 3–5, 2018, Proceedings / Lossio-Ventura, Juan Antonio ; Muñante, Denisse ; Alatrista-Salas, Hugo  

Público ISBD Ningún comentario para este registro. Título : 5th International Conference, SIMBig 2018, Lima, Peru, September 3–5, 2018, Proceedings Tipo de documento: documento electrónico Autores: Lossio-Ventura, Juan Antonio, ; Muñante, Denisse, ; Alatrista-Salas, Hugo, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2019 Número de páginas: XIX, 382 p. 157 ilustraciones, 117 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-11680-4 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Grandes datos  Visión por computador  Aplicación informática en ciencias sociales y del comportamiento  Redes de comunicación informática  Procesamiento de datos  Ciencias sociales  Inteligencia artificial  Red informática Índice Dewey: 004.6 Ciencia de los computadores (Interfaces y comunicaciones) Resumen: Este libro constituye las actas arbitradas de la 5ª Conferencia Internacional sobre Gestión de la Información y Big Data, SIMBig 2018, celebrada en Lima, Perú, en septiembre de 2018. Los 34 trabajos presentados fueron cuidadosamente revisados ​​y seleccionados de 101 presentaciones. Los trabajos abordan temas como minería de datos, inteligencia artificial, procesamiento del lenguaje natural, recuperación de información, aprendizaje automático y minería web. Nota de contenido: Clinical, Consumer Health, and Visual Question Answering -- Which is the tallest building in Europe? -- Data Driven Requirements Engineering. The SUPERSEDE way -- Word Embeddings and Deep Learning for Spanish Twitter Sentiment Analysis. - Twitter Event Detection in a City. - ANEW for Spanish Twitter Sentiment Analysis using Instance-Based Multi-Label Learning Algorithms. - An Operational Deep Learning Pipeline for Classifying Life Events from Individual Tweets. - Using Behavior and Text Analysis to Detect Propagandists and Mis-informers on Twitter. - Analyzing the Retweeting Behavior of Inuencers to Predict Popular Tweets, with and without Considering their Content. - Link Prediction in Co-authorship Networks using Scopus Data. - Aerial Scene Classication and Information Retrieval Via Fast Kernel Based Fuzzy C-Means Clustering. - A Case Study of Library Data Management: A New Method to Analyze Borrowing Behavior. - Sparkmach: a Distributed Data Processing System Based on Automated Machine Learning For Big Data. - Deep Dive into Authorship Verication of email Messages with Convolutional Neural Network. - Monitoring of Air Quality with Low-cost Electrochemical Sensors and the Use of Articial Neural Networks for the Atmospheric Pollutants Concentration Levels prediction. - Data Mining Algorithms for Risk Detection in Bank Loans. - DETECTOR: Automatic Detection System for Terrorist Attack Trajectories. - Car Monitoring System in Apartments' Garages by Small Autonomous Car using Deep Learning. - A Framework for Analytical Approaches to Combine Interpretable Models. - Processing Quechua and Guarani Historical Texts Query expansion at character and word level for Information Retrieval. - Topic Modeling Applied to Business Research: A Latent Dirichlet Allocation (LDA)-based Classication for Organization Studies. - Using Neural Network for Identifying Clickbaits in Online News Media. - Spanish Named Entity Recognition in the Biomedical Domain. - Ontology modeling of the Estonian Trac Act for self- driving buses. -Thought Off-line Sanitization Methods for Bank Transactions. - Big Data for Development: An Approach as a State Government Capacity in the Countries. - Towards Real-time Automatic Stress Detection for Oce Workplaces. - SoTesTeR: Software Testing Techniques' Recommender System using a collaborative approach. - Crowdsourcing High-Quality Structured Data. - Ethical and Socially-Aware Data Labels. - Shadow Removal in High-Resolution Satellite Images Using Conditional Generative Adversarial Networks. - A Mixed Model Based on Shape Context and Spark for Sketch Based Image Retrieval. - Continuous Detection of Abnormal Heartbeats from ECG Using Online Outlier Detection. - Do Public and Government Think Similar about Indian Cleanliness Campaign. En línea: https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Link: https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i 5th International Conference, SIMBig 2018, Lima, Peru, September 3–5, 2018, Proceedings [documento electrónico] / Lossio-Ventura, Juan Antonio, ; Muñante, Denisse, ; Alatrista-Salas, Hugo,  . -  1 ed.  . - [s.l.] : Springer, 2019 . - XIX, 382 p. 157 ilustraciones, 117 ilustraciones en color. ISBN : 978-3-030-11680-4 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Grandes datos  Visión por computador  Aplicación informática en ciencias sociales y del comportamiento  Redes de comunicación informática  Procesamiento de datos  Ciencias sociales  Inteligencia artificial  Red informática Índice Dewey: 004.6 Ciencia de los computadores (Interfaces y comunicaciones) Resumen: Este libro constituye las actas arbitradas de la 5ª Conferencia Internacional sobre Gestión de la Información y Big Data, SIMBig 2018, celebrada en Lima, Perú, en septiembre de 2018. Los 34 trabajos presentados fueron cuidadosamente revisados ​​y seleccionados de 101 presentaciones. Los trabajos abordan temas como minería de datos, inteligencia artificial, procesamiento del lenguaje natural, recuperación de información, aprendizaje automático y minería web. Nota de contenido: Clinical, Consumer Health, and Visual Question Answering -- Which is the tallest building in Europe? -- Data Driven Requirements Engineering. The SUPERSEDE way -- Word Embeddings and Deep Learning for Spanish Twitter Sentiment Analysis. - Twitter Event Detection in a City. - ANEW for Spanish Twitter Sentiment Analysis using Instance-Based Multi-Label Learning Algorithms. - An Operational Deep Learning Pipeline for Classifying Life Events from Individual Tweets. - Using Behavior and Text Analysis to Detect Propagandists and Mis-informers on Twitter. - Analyzing the Retweeting Behavior of Inuencers to Predict Popular Tweets, with and without Considering their Content. - Link Prediction in Co-authorship Networks using Scopus Data. - Aerial Scene Classication and Information Retrieval Via Fast Kernel Based Fuzzy C-Means Clustering. - A Case Study of Library Data Management: A New Method to Analyze Borrowing Behavior. - Sparkmach: a Distributed Data Processing System Based on Automated Machine Learning For Big Data. - Deep Dive into Authorship Verication of email Messages with Convolutional Neural Network. - Monitoring of Air Quality with Low-cost Electrochemical Sensors and the Use of Articial Neural Networks for the Atmospheric Pollutants Concentration Levels prediction. - Data Mining Algorithms for Risk Detection in Bank Loans. - DETECTOR: Automatic Detection System for Terrorist Attack Trajectories. - Car Monitoring System in Apartments' Garages by Small Autonomous Car using Deep Learning. - A Framework for Analytical Approaches to Combine Interpretable Models. - Processing Quechua and Guarani Historical Texts Query expansion at character and word level for Information Retrieval. - Topic Modeling Applied to Business Research: A Latent Dirichlet Allocation (LDA)-based Classication for Organization Studies. - Using Neural Network for Identifying Clickbaits in Online News Media. - Spanish Named Entity Recognition in the Biomedical Domain. - Ontology modeling of the Estonian Trac Act for self- driving buses. -Thought Off-line Sanitization Methods for Bank Transactions. - Big Data for Development: An Approach as a State Government Capacity in the Countries. - Towards Real-time Automatic Stress Detection for Oce Workplaces. - SoTesTeR: Software Testing Techniques' Recommender System using a collaborative approach. - Crowdsourcing High-Quality Structured Data. - Ethical and Socially-Aware Data Labels. - Shadow Removal in High-Resolution Satellite Images Using Conditional Generative Adversarial Networks. - A Mixed Model Based on Shape Context and Spark for Sketch Based Image Retrieval. - Continuous Detection of Abnormal Heartbeats from ECG Using Online Outlier Detection. - Do Public and Government Think Similar about Indian Cleanliness Campaign. En línea: https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Link: https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i

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