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ORCIDSIMBig 2020: Lima, Peru
- Juan Antonio Lossio-Ventura
, Jorge Carlos Valverde-Rebaza, Eduardo Díaz, Hugo Alatrista-Salas:
Information Management and Big Data - 7th Annual International Conference, SIMBig 2020, Lima, Peru, October 1-3, 2020, Proceedings. Communications in Computer and Information Science 1410, Springer 2021, ISBN 978-3-030-76227-8
Natural Language Processing and Text Mining
- Enrique Burga-Gutierrez, Bryam Vasquez-Chauca, Willy Ugarte:
Comparative Analysis of Question Answering Models for HRI Tasks with NAO in Spanish. 3-17 - Rosmery Ramos-Sandoval:
Peruvian Citizens Reaction to Reactiva Perú Program: A Twitter Sentiment Analysis Approach. 18-28 - Emanuel Meriles, Martín Ariel Domínguez, Pablo Gabriel Celayes:
Twitter Early Prediction of Preferences and Tendencies Based in Neighborhood Behavior. 29-44 - Kunal Chakma, Amitava Das, Swapan Debbarma:
Summarization of Twitter Events with Deep Neural Network Pre-trained Models. 45-62 - Natan de Souza Rodrigues, Aurelio Ribeiro Costa, Lucas Correa Lemos, Célia Ghedini Ralha:
Multi-strategic Approach for Author Name Disambiguation in Bibliography Repositories. 63-76 - Noe Melo Locumber, Junior Fabian:
Machine Learning Techniques for Speech Emotion Classification. 77-89 - Alexis Mendoza, Álvaro Cuno, Nelly Condori-Fernández, Wilber Ramos Lovón:
An Evaluation of Physiological Public Datasets for Emotion Recognition Systems. 90-104
Machine Learning
- Leonardo Sanna, Salvatore Romano, Giulia Corona, Claudio Agosti:
YTTREX: Crowdsourced Analysis of YouTube's Recommender System During COVID-19 Pandemic. 107-121 - Edwin Alvarez-Mamani, Lauro Enciso-Rodas, Mauricio Ayala-Rincón, José Luis Soncco-Álvarez:
Parallel Social Spider Optimization Algorithms with Island Model for the Clustering Problem. 122-138 - Omid Aligholipour, Mehmet Kuntalp:
Two-Class Fuzzy Clustering Ensemble Approach Based on a Constraint on Fuzzy Memberships. 139-153 - Daniel Chapi, Soledad Espezua, Julio Villavicencio, Oscar Miranda, Edwin Villanueva:
Modeling and Predicting the Lima Stock Exchange General Index with Bayesian Networks and Information from Foreign Markets. 154-168 - Irvin Rosendo Vargas-Campos, Edwin Villanueva:
Comparative Study of Spatial Prediction Models for Estimating PM2.5 Concentration Level in Urban Areas. 169-180 - Ponce-Jara Marcos, Alvaro Talavera, Carlos Velásquez, David Tonato Peralta:
Prediction of Solar Radiation Using Neural Networks Forecasting. 181-194 - Souad Taleb Zouggar, Abdelkader Adla:
COVID-19 Infection Prediction and Classification. 195-208
Image Processing
- Maykol J. Campos Trinidad, Smith W. Arauco Canchumuni, Marco Aurélio Cavalcanti Pacheco:
Towards a Benchmark for Sedimentary Facies Classification: Applied to the Netherlands F3 Block. 211-222 - Iam Contreras-Alcázar, Kreyh Contreras-Alcázar, Victor Cornejo-Aparicio:
Mobile Application for Movement Recognition in the Rehabilitation of the Anterior Cruciate Ligament of the Knee. 223-235 - Miguel Chicchón, Ronny Huerta:
Semantic Segmentation Using Convolutional Neural Networks for Volume Estimation of Native Potatoes at High Speed. 236-249 - Victor H. Andres Ayma, Patrick Nigri Happ, Raul Queiroz Feitosa, Gilson A. O. P. Costa, Bruno Feijó:
Symbiotic Trackers' Ensemble with Trackers' Re-initialization for Face Tracking. 250-263 - Pedro I. Montenegro-Montori, Jhonatan Camasca-Huamán, Junior Fabian:
Multi-class Vehicle Detection and Automatic License Plate Recognition Based on YOLO in Latin American Context. 264-278 - Steve Willian Chancolla-Neira, César Ernesto Salinas-Lozano, Willy Ugarte:
Static Summarization Using Pearson's Coefficient and Transfer Learning for Anomaly Detection for Surveillance Videos. 279-290 - Andrea Castro Cabanillas, Victor H. Andres Ayma:
Humpback Whale's Flukes Segmentation Algorithms. 291-303 - Igor André Pegoraro Santana, Marcos Aurélio Domingues:
Improving Context-Aware Music Recommender Systems with a Dual Recurrent Neural Network. 304-314
Social Networks
- Ihsan Ullah, Caoilfhionn Lane, Teodora Sandra Buda, Brett Drury, Marc Mellotte, Haytham Assem, Michael G. Madden:
Classification of Cybercrime Indicators in Open Social Data. 317-332 - Asma Chader, Hamid Haddadou, Leila Hamdad, Walid-Khaled Hidouci:
StrCoBSP: Relationship Strength-Aware Community-Based Social Profiling. 333-347 - Rahat Ibn Rafiq, Homa Hosseinmardi, Richard Han, Qin Lv, Shivakant Mishra:
Identifying Differentiating Factors for Cyberbullying in Vine and Instagram. 348-361 - Ittipon Rassameeroj, S. Felix Wu:
Effect of Social Algorithms on Media Source Publishers in Social Media Ecosystems. 362-375 - Brett Drury, Samuel Morais Drury:
The Identification of Framing Language in Business Leaders' Speech from the Mass Media. 376-383 - Iain J. Cruickshank, Kathleen M. Carley:
Clustering Analysis of Website Usage on Twitter During the COVID-19 Pandemic. 384-399
Data-Driven Software Engineering
- Jonathan Schler, Allon Hammer:
Calibrated Viewability Prediction for Premium Inventory Expansion. 403-418 - Giuliana Barnuevo, Elsa Galarza, Maria Paz Herrera, Juan G. Lazo Lazo, Miguel Núñez-del-Prado, José Luis Ruiz:
Data Driven Policy Making: The Peruvian Water Resources Observatory. 419-431
Graph Mining
- Aruane M. Pineda, Francisco Aparecido Rodrigues:
Complex Networks to Differentiate Elderly and Young People. 435-444 - Miguel Núñez-del-Prado, John Barrera:
Analysis of the Health Network of Metropolitan Lima Against Large-Scale Earthquakes. 445-459 - Grover E. C. Guzman, Jared León:
Quasiquadratic Time Algorithms for Square and Pentagon Counting in Real-World Networks. 460-470 - Josimar E. Chire Saire, Jimy Frank Oblitas Cruz:
Identifying Covid-19 Impact on Peruvian Mental Health During Lockdown Using Social Network. 471-483 - Fray L. Becerra-Suarez, Heber I. Mejia-Cabrera, Víctor A. Tuesta-Monteza, Manuel Guillermo Forero:
Diagnosis of SARS-CoV-2 Based on Patient Symptoms and Fuzzy Classifiers. 484-494
Semantic Web, Repositories, and Visualization
- Falko Schönteich, Andreas Kasten, Ansgar Scherp:
Distributed Identity Management for Semantic Entities. 497-512 - Tuja Khaund, Muhammad Nihal Hussain, Mainuddin Shaik, Nitin Agarwal:
Telegram: Data Collection, Opportunities and Challenges. 513-526 - C. Boldorini, C. D. G. Euzebio, L. P. Porto, Alexandre Souto Martinez, Evandro Eduardo Seron Ruiz:
Graph Theory Applied to International Code of Diseases (ICD) in a Hospital. 527-539 - Herwin Alayn Huillcen-Baca, Flor de Luz Palomino-Valdivia, Yalmar Ponce Atencio, Manuel J. Ibarra, Mario Aquino Cruz, Melvin Edward Huillcen Baca:
CovidStream: Interactive Visualization of Emotions Evolution Associated with Covid-19. 540-551
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