LADaS 2018
Latin America Data Science Workshop

Table of Contents

Technical Session 1

• Scientific Data Analysis Using Data-Intensive Scalable Computing: The SciDISC Project (invited paper) 1-8
  Patrick Valduriez , Marta Mattoso , Reza Akbarinia , Heraldo Borges , Jose Camata , Alvaro Coutinho , Daniel Gaspar , Noel Lemus , Ji Liu , Hermano Lustosa , Florent Masseglia , Fabricio Nogueira Da Silva , Vitor Silva , Renan Souza , Kary Ocana , Eduardo Ogasawara , Daniel de Oliveira , Esther Pacitti , Fabio Porto , Dennis Shasha
• An I/O Performance Evaluation Tool for Distributed Data-Intensive Scientific Applications 9-16
  Eduardo Camilo Inacio , Mario Antonio Ribeiro Dantas
• A Comparative Study on Streaming Frameworks for Big Data 17-24
  Wissem Inoubli , Sabeur Aridhi , Haithem Mezni , Mondher Maddouri , Engelbert Mephu Nguifo
• Big Data Analytics Technologies and Platforms: A Brief Review 25-32
  Ticiana Coelho Da Silva , Regis Pires , Igo Ramalho Brilhante , Jose Macedo , David Araujo , Paulo Rego , Aloisio Vieira Lira Neto

Technical Session 2

• Urban Data Consistency in RDF: A Case Study of Curitiba Transportation System 33-40
  Mirian Halfeld Ferrari , Carmem Hara , Nadia Kozievitch , Flavio Uber
• Business Activity Clustering: A Use Case in Curitiba 41-48
  Yuri Bichibichi , Nadia Kozievitch , Ricardo Dutra , Artur Ziviani
• Influence of Virtual Road Traffic Sensors of Oporto for Origin-Destination Matrix Estimation 49-56
  Luciano Urgal Pando , Ricardo Luders , Keiko Veronica Ono Fonseca , Marcelo de Oliveira Rosa
• A Multilayer and Time-Varying Structural Analysis of the Brazilian Air Transportation Network 57-64
  Klaus Wehmuth , Bernardo Costa , Joao Victor Bechara , Artur Ziviani

Technical Session 3

• Applying Term Frequency-Based Indexing to Improve Scalability and Accuracy of Probabilistic Data Linkage 65-72
  Robespierre Pita , Luan Menezes , Marcos Barreto
• ATAnalysis – Toward a Psycholinguistic Method to Analyze Video Textual Information 73-79
  Helder Yukio Okuno , Flavio Carvalho , Gustavo Paiva Guedes , Marcelle Torres Alves Okuno
• Computation of PDFs on Big Spatial Data: Problem & Architecture 80-83
  Ji Liu , Noel M. Lemus , Esther Pacitti , Fabio Porto , Patrick Valduriez
• Towards a Human-in-the-Loop Library for Tracking Hyperparameter Tuning in Deep Learning Development 84-87
  Renan Souza , Liliane Neves , Leonardo Azeredo , Ricardo Luiz , Elaine Tady , Paulo Cavalin , Marta Mattoso
• A Method to Build a Geolocalized Food Price Time Series Knowledge Base Analyzable by Everyone 88-91
  Johyn Papin , Frederic Andres , Laurent D’Orazio