| TÃtulo : |
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. |
| Idioma : |
Inglés (eng) |
| 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 |
| Clasificación: |
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 minerÃa de datos, inteligencia artificial, procesamiento del lenguaje natural, recuperación de información, aprendizaje automático y minerÃa 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. |
| Tipo de medio : |
Computadora |
| Summary : |
This book constitutes the refereed proceedings of the 5th International Conference on Information Management and Big Data, SIMBig 2018, held in Lima, Peru, in September 2018. The 34 papers presented were carefully reviewed and selected from 101 submissions. The papers address issues such as data mining, artificial intelligence, Natural Language Processing, information retrieval, machine learning, web mining. |
| Enlace de acceso : |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
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. Idioma : Inglés ( eng)
| 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 |
| Clasificación: |
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 minerÃa de datos, inteligencia artificial, procesamiento del lenguaje natural, recuperación de información, aprendizaje automático y minerÃa 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. |
| Tipo de medio : |
Computadora |
| Summary : |
This book constitutes the refereed proceedings of the 5th International Conference on Information Management and Big Data, SIMBig 2018, held in Lima, Peru, in September 2018. The 34 papers presented were carefully reviewed and selected from 101 submissions. The papers address issues such as data mining, artificial intelligence, Natural Language Processing, information retrieval, machine learning, web mining. |
| Enlace de acceso : |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
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