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SIMBig 2019: Lima, Peru
- Juan Antonio Lossio-Ventura
, Nelly Condori-Fernández
, Jorge Carlos Valverde-Rebaza
:
Information Management and Big Data - 6th International Conference, SIMBig 2019, Lima, Peru, August 21-23, 2019, Proceedings. Communications in Computer and Information Science 1070, Springer 2020, ISBN 978-3-030-46139-3 - Anton Gulenko, Odej Kao, Florian Schmidt:
Anomaly Detection and Levels of Automation for AI-Supported System Administration. 1-7 - Hang Yin, Patrick Carriere, Huey Lawson, Habib Mohamadian, Zhengmao Ye:
Characterization of Salinity Impact on Synthetic Floc Strength via Nonlinear Component Analysis. 8-20 - Dennys C. A. Mallqui
, Ricardo A. S. Fernandes
:
Recurrence Plot Representation for Multivariate Time-Series Analysis. 21-34 - Hugo Alatrista-Salas
, Pablo Lavado, Juandiego Morzan, Miguel Núñez-del-Prado
, Gustavo Yamada:
Detecting Anomalies in Time-Varying Media Crime News Using Tensor Decomposition. 35-45 - Yasiel Pérez Vera
, Anié Bermudez Peña
:
A Fuzzy Linguistic Approach for Stakeholder Prioritization. 46-60 - Rodolfo Zevallos
, Johanna Cordova
, Luis Camacho
:
Automatic Speech Recognition of Quechua Language Using HMM Toolkit. 61-68 - Dennis Núñez Fernández
:
Implementation of an Indoor Location System for Mobile-Based Museum Guidance. 69-75 - Isha Agarwal
, Rajkumar Kolakaluri
, Michael Dorin
, Mario Chong
:
TensorFlow for Doctors. 76-88 - Isaac Campos
, Jared León
, Fernando Campos
:
An Efficient Set-Based Algorithm for Variable Streaming Clustering. 89-96 - Vincent Prost, Stéphane Gazut, Thomas Brüls:
Sparse Non-negative Matrix Factorization for Retrieving Genomes Across Metagenomes. 97-105 - Lulwah Alkulaib, Abdulaziz Alhamadani, Taoran Ji, Chang-Tien Lu
:
Collect Ethically: Reduce Bias in Twitter Datasets. 106-114 - Hugo Alatrista-Salas
, Isaias Hoyos, Ana Luna
, Miguel Núñez-del-Prado
:
Big Data Recommender System for Encouraging Purchases in New Places Taking into Account Demographics. 115-128 - Julián Salas
, Miguel Núñez-del-Prado
:
Privacy Preservation and Inference with Minimal Mobility Information. 129-142 - Dennis Núñez Fernández
:
Development of a Hand Gesture Based Control Interface Using Deep Learning. 143-150 - Andréa Corrêa Flôres Albuquerque, José Laurindo Campos dos Santos:
A Progressive Formalization of Tacit Knowledge to Improve Semantic Expressiveness of Biodiversity Data. 151-164 - Yuri Vladimir Huallpa Vargas
, Naysha Naydu Diaz Ccasa
, Lauro Enciso-Rodas
:
Peruvian Sign Language Recognition Using a Hybrid Deep Neural Network. 165-172 - Antoni Mauricio
, Jonathan Peña, Erwin Dianderas
, Leonidas Mauricio, José Díaz
, Antonio Morán
:
Chronic Pain Estimation Through Deep Facial Descriptors Analysis. 173-185 - Diego Rondon-Soto, Paulo Vela-Anton
:
Detection of Non-small Cell Lung Cancer Adenocarcinoma Using Supervised Learning Algorithms Applied to Metabolomic Profiles. 186-193 - Juan Baraybar-Huambo, Juan M. Gutiérrez Cárdenas:
SCUT Sampling and Classification Algorithms to Identify Levels of Child Malnutrition. 194-206 - Daniel Palomino
, José Ochoa Luna
:
Spanish Sentiment Analysis Using Universal Language Model Fine-Tuning: A Detailed Case of Study. 207-217 - Saul Charapaqui-Miranda
, Katherine Arapa-Apaza
, Moises Meza-Rodriguez
, Horacio Chacon-Torrico
:
Comparing Predictive Machine Learning Algorithms in Fit for Work Occupational Health Assessments. 218-225 - Washington-Xavier Garcia Quilachamin
, Luzmila Pro Concepción, Jorge Herrera-Tapia
, Richard José Salazar:
Recognition of the Image of a Person, Based on Viola-Jones. 226-238 - Galo Castillo-López, María-Belén Guaranda, Fabricio Layedra, Carmen Vaca:
A Place to Go: Locating Damaged Regions After Natural Disasters Through Mobile Phone Data. 239-251 - Hugo Alatrista-Salas
, Miguel Núñez-del-Prado
, Victoria Zevallos:
Come with Me Now: New Potential Consumers Identification from Competitors. 252-266 - Rosario Medina Rodríguez, Alvaro Talavera
, Martín Hernani-Merino
, Juan G. Lazo Lazo
, Jose Afonso Mazzon:
Global Brand Perception Based on Social Prestige, Credibility and Social Responsibility: A Clustering Approach. 267-281 - Damián Barsotti, Martín Ariel Domínguez:
Using Embeddings to Predict Changes in Large Semantic Graphs. 282-290 - Ferdinand Pineda
, Victor Andres Ayma
, Robert Aduviri
, César Beltrán Castañón
:
Super Resolution Approach Using Generative Adversarial Network Models for Improving Satellite Image Resolution. 291-298 - John Lee, Chak Yan Yeung:
Computer-Assisted Learning for Chinese Based on Character Families. 299-305 - Aditi Viswanathan
, Varden Wang
, Antonina Kononova:
Controlling Formality and Style of Machine Translation Output Using AutoML. 306-313 - Rebecca A. Stachowicz:
Linguistic Fingerprints of Pro-vaccination and Anti-vaccination Writings. 314-324 - Flor de María Olivares Ramos:
Design of Cognitive Tutor to Diagnose the Types of Intelligence in Preschool Students from Ages 3 to 5. 325-332 - Braulio Andres Soncco Pimentel, Roxana L. Q. Portugal
:
Fake News in Spanish: Towards the Building of a Corpus Based on Twitter. 333-339

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