| TÃtulo : |
Big Data Analytics : 8th International Conference, BDA 2020, Sonepat, India, December 15–18, 2020, Proceedings / |
| Tipo de documento: |
documento electrónico |
| Autores: |
Bellatreche, Ladjel, ; Goyal, Vikram, ; Fujita, Hamido, ; Mondal, Anirban, ; Reddy, P. Krishna, |
| Mención de edición: |
1 ed. |
| Editorial: |
[s.l.] : Springer |
| Fecha de publicación: |
2020 |
| Número de páginas: |
XIII, 345 p. 143 ilustraciones, 117 ilustraciones en color. |
| ISBN/ISSN/DL: |
978-3-030-66665-1 |
| 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: |
Procesamiento de datos Procesamiento del lenguaje natural (Informática) TeorÃa de la codificación TeorÃa de la información Software de la aplicacion MinerÃa de datos y descubrimiento de conocimientos Procesamiento del lenguaje natural (PNL) TeorÃa de la codificación y la información Aplicaciones informáticas y de sistemas de información Computadoras y Educación |
| Clasificación: |
6.312 |
| Resumen: |
Este libro constituye las actas de la 8.ª Conferencia Internacional sobre Análisis de Big Data, BDA 2020, que tuvo lugar del 15 al 18 de diciembre de 2020 en Sonepat, India. Los 11 artÃculos completos y 3 breves incluidos en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 48 presentaciones; El libro también contiene 4 artÃculos invitados y 3 artÃculos tutoriales. Las contribuciones se organizaron en secciones temáticas denominadas de la siguiente manera: sistemas de ciencia de datos; arquitecturas de ciencia de datos; análisis de big data en atención sanitaria; intercambio de información de recursos de datos web; y análisis de negocios. |
| Nota de contenido: |
Data Science : Systems -- A Comparison of Data Science Systems -- Architectural Patterns for Integrating Data Lakes into Data Warehouse Architectures -- Study and Understanding the Significance of Multilayer ELM Feature Space -- Spectral Learning of Semantic Units in a Sentence Pair to Evaluate Semantic Textual Similarity -- Data Science : Architectures -- i-Fence: A Spatio-Temporal Context-Aware Geofencing Framework for Triggering Impulse Decisions -- Face Mask Detection using Transfer Learning of InceptionV3 -- Analysis of GPS trajectories mapping on shape files using spatial computing approaches -- Big Data Analytics in Healthcare -- A Transfer Learning Approach to Classify the Brain Age from MRI Images -- 'Precision Health': Balancing Reactive Care and Proactive Care through the Evidence Based Knowledge Graph Constructed from Real-World Electronic Health Records, Disease Trajectories, Diseasome, and Patholome -- Prediction for the Second Wave of COVID-19 in India -- Texture Feature Extraction: Impact of Variants on Performance of Machine Learning Classifiers: Study on Chest X-ray – Pneumonia Images -- Computer-Aided Diagnosis of Thyroid Dysfunction: A Survey -- Information Interchange of Web Data Resources -- Generic Key Value Extractions from Emails -- Next Generation Web: Technologies and Services -- Adversarial Collusion on the Web: State-of-the-art and Future Directions -- Comparing performance of classifiers applied to disaster detection in Twitter tweets: preliminary considerations -- Business Analytics -- Applying machine learning to anomaly detection in car insurance sales -- Authorship Identification using Stylometry and Document Fingerprinting Decisions -- A Revenue-based Product Placement Framework to Improve Diversity in Retail Businesses -- Recommending Question-Answers for enriching Textbooks -- OWI: Open-world Intent Identification framework for Dialog Based System. . |
| Tipo de medio : |
Computadora |
| Summary : |
This book constitutes the proceedings of the 8th International Conference on Big Data Analytics, BDA 2020, which took place during December 15-18, 2020, in Sonepat, India. The 11 full and 3 short papers included in this volume were carefully reviewed and selected from 48 submissions; the book also contains 4 invited and 3 tutorial papers. The contributions were organized in topical sections named as follows: data science systems; data science architectures; big data analytics in healthcare; information interchange of Web data resources; and business analytics. |
| Enlace de acceso : |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
Big Data Analytics : 8th International Conference, BDA 2020, Sonepat, India, December 15–18, 2020, Proceedings / [documento electrónico] / Bellatreche, Ladjel, ; Goyal, Vikram, ; Fujita, Hamido, ; Mondal, Anirban, ; Reddy, P. Krishna, . - 1 ed. . - [s.l.] : Springer, 2020 . - XIII, 345 p. 143 ilustraciones, 117 ilustraciones en color. ISBN : 978-3-030-66665-1 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: |
Procesamiento de datos Procesamiento del lenguaje natural (Informática) TeorÃa de la codificación TeorÃa de la información Software de la aplicacion MinerÃa de datos y descubrimiento de conocimientos Procesamiento del lenguaje natural (PNL) TeorÃa de la codificación y la información Aplicaciones informáticas y de sistemas de información Computadoras y Educación |
| Clasificación: |
6.312 |
| Resumen: |
Este libro constituye las actas de la 8.ª Conferencia Internacional sobre Análisis de Big Data, BDA 2020, que tuvo lugar del 15 al 18 de diciembre de 2020 en Sonepat, India. Los 11 artÃculos completos y 3 breves incluidos en este volumen fueron cuidadosamente revisados ​​y seleccionados entre 48 presentaciones; El libro también contiene 4 artÃculos invitados y 3 artÃculos tutoriales. Las contribuciones se organizaron en secciones temáticas denominadas de la siguiente manera: sistemas de ciencia de datos; arquitecturas de ciencia de datos; análisis de big data en atención sanitaria; intercambio de información de recursos de datos web; y análisis de negocios. |
| Nota de contenido: |
Data Science : Systems -- A Comparison of Data Science Systems -- Architectural Patterns for Integrating Data Lakes into Data Warehouse Architectures -- Study and Understanding the Significance of Multilayer ELM Feature Space -- Spectral Learning of Semantic Units in a Sentence Pair to Evaluate Semantic Textual Similarity -- Data Science : Architectures -- i-Fence: A Spatio-Temporal Context-Aware Geofencing Framework for Triggering Impulse Decisions -- Face Mask Detection using Transfer Learning of InceptionV3 -- Analysis of GPS trajectories mapping on shape files using spatial computing approaches -- Big Data Analytics in Healthcare -- A Transfer Learning Approach to Classify the Brain Age from MRI Images -- 'Precision Health': Balancing Reactive Care and Proactive Care through the Evidence Based Knowledge Graph Constructed from Real-World Electronic Health Records, Disease Trajectories, Diseasome, and Patholome -- Prediction for the Second Wave of COVID-19 in India -- Texture Feature Extraction: Impact of Variants on Performance of Machine Learning Classifiers: Study on Chest X-ray – Pneumonia Images -- Computer-Aided Diagnosis of Thyroid Dysfunction: A Survey -- Information Interchange of Web Data Resources -- Generic Key Value Extractions from Emails -- Next Generation Web: Technologies and Services -- Adversarial Collusion on the Web: State-of-the-art and Future Directions -- Comparing performance of classifiers applied to disaster detection in Twitter tweets: preliminary considerations -- Business Analytics -- Applying machine learning to anomaly detection in car insurance sales -- Authorship Identification using Stylometry and Document Fingerprinting Decisions -- A Revenue-based Product Placement Framework to Improve Diversity in Retail Businesses -- Recommending Question-Answers for enriching Textbooks -- OWI: Open-world Intent Identification framework for Dialog Based System. . |
| Tipo de medio : |
Computadora |
| Summary : |
This book constitutes the proceedings of the 8th International Conference on Big Data Analytics, BDA 2020, which took place during December 15-18, 2020, in Sonepat, India. The 11 full and 3 short papers included in this volume were carefully reviewed and selected from 48 submissions; the book also contains 4 invited and 3 tutorial papers. The contributions were organized in topical sections named as follows: data science systems; data science architectures; big data analytics in healthcare; information interchange of Web data resources; and business analytics. |
| Enlace de acceso : |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
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