Information Management and Big Data: 6th International Conference, Simbig 2019, Lima, Peru, August 21-23, 2019, Proceedings

ISBN-13: 9783030461393 / Angielski / Miękka / 2020 / 342 str.

Juan Antonio Lossio-Ventura; Nelly Condori-Fernandez; Jorge Carlos Valverde Rebaza

Spis treści

Anomaly Detection and Levels of Automation for AI-supported System Administration,- Characterization of Salinity Impact on Synthetic Floc Strength Via Nonlinear Component Analysis,- Recurrence Plot Representation for Multivariate Time-series Analysis,- A Fuzzy Linguistic Approach for Stakeholder Prioritization,- Automatic Speech Recognition of Quechua Language Using HMM Toolkit,- Implementation of an Indoor Location System for Mobile-based Museum Guidance,- TensorFlow for Doctors,- An Eficient Set-based Algorithm for Variable Streaming Clustering,- Sparse Non-negative Matrix Factorization for Retrieving Genomes across Metagenomes,- Collect Ethically: Reduce Bias in Twitter Datasets,- Big Data Recommender System for Encouraging Purchases in New Places Taking into Account Demographics,- Privacy Preservation and Inference With Minimal Mobility Information,- Development of a Hand Gesture Based Control Interface Using Deep Learning,- A Progressive Formalization of Tacit Knowledge to Improve Semantic Expressiveness of Biodiversity Data,- Peruvian Sign Language Recognition Using a Hybrid Deep Neural Network,- Chronic Pain Estimation Through Deep Facial Descriptors Analysis,- Detection of Non-Small Cell Lung Cancer Adenocarcinoma Using Supervised Learning Algorithms Applied to Metabolomic Profiles,- SCUT Sampling and Classication Algorithms to Identify Levels of Child Malnutrition,- Spanish Sentiment Analysis using Universal Language Model Fine-Tuning: a Detailed Case of Study,- Comparing Predictive Machine Learning Algorithms in Fit for Work Occupational Health Assessments,- Recognition of the Image of a Person, based on Viola-Jones,- A Place to Go: Locating Damaged Regions after Natural Disasters through Mobile Phone Data,- Come with Me Now: New Potential Consumers Identification from Competitors,- Global Brand Perception based on Social Prestige, Credibility and Social Responsibility: A Clustering Approach,- Using Embeddings to Predict Changes in Large Semantic Graphs,- Super Resolution Approach using Generative Adversarial Network Models for improving Satellite Image Resolution,- Computer-assisted Learning for Chinese based on Character Families,- Controlling Formality and Style of Machine Translation Output using AutoML,- Linguistic Fingerprints of Pro-vaccination and Anti-vaccination Writings,- Design of Cognitive Tutor to Diagnose the Types of Intelligence in Preschool Students from Ages 3 to 5,- Fake News in Spanish: Towards the building of a Corpus based onTwitter