| 2018 | Optimizing Group-By and Aggregation using GPU-CPU Co-Processing. | Diego G. Tom, Tim Gubner, Mark Raasveldt, Eyal Rozenberg, Peter Boncz |
| 2018 | Hammer Slide: Work- and CPU-efficient Streaming Window Aggregation. | Georgios Theodorakis, Alexandros Koliousis, Peter R. Pietzuch, Holger Pirk |
| 2018 | Zooming in on NYC Taxi Data with Portal. | Julia Stoyanovich, Matthew Gilbride, Vera Zaychik Moffitt |
| 2018 | Computer-assisted City Touring for Explorers. | Gabriel Spadon, Jos Fernandes Rodrigues Jr. |
| 2018 | Towards a Human-in-the-Loop Library for Tracking Hyperparameter Tuning in Deep Learning Development. | Renan Souza, Liliane Neves, Leonardo Azevedo, Ricardo Luiz, Elaine Tady, Paulo R. Cavalin, Marta Mattoso |
| 2018 | Detecting Spatial Clusters of Infection Risk with Geo-Located Social Media Data. | Roberto Souza |
| 2018 | Extraction and Exploration of Business Categories Signatures. | Leonardo de Assis da Silva, Thiago H. Silva |
| 2018 | Big Data Analytics Technologies and Platforms: A Brief Review. | Ticiana L. Coelho da Silva, Regis Pires Magalhes, Igo Ramalho Brilhante, Jos A. F. de Macdo, David Arajo, Paulo A. L. Rego, Aloisio Vieira Lira Neto |
| 2018 | PDSPTF: Polystore Database System for Scalability and Access to PTF Time-Domain Astronomy Data Archives. | Shashank Shrestha, Manoj Poudel, Yilang Wu, Wanming Chu, Subhash Bhalla, Thomas Kupfer, Shrinivas Kulkarni |
| 2018 | Vision Paper: Challenges and Opportunities of Social Computing in Urban Agriculture in Global North and South Countries. | Sergio Serra, Pedro Vieira Cruz, Claudia Macedo Vieira |
| 2018 | Capitalizing on Hierarchical Graph Decomposition for Scalable Network Analysis. | Rakhi Saxena |
| 2018 | Relating Educational Materials via Extraction of their Topics. | Mrcio Saraiva |
| 2018 | The Role of Social Capital in Information Diffusion over Twitter: A Study Case over Brazilian Posts. | Hercules Sandim, Danilo Azevedo, Ana Paula Couto da Silva, Mirella M. Moro |
| 2018 | Analyzing Polarization in Twitter: The Murder of Brazilian Councilwoman and Activist Marielle Franco. | Lvia Ruback, Jonice Oliveira |
| 2018 | Characterizing Usage Patterns and Service Demand of a Two-Way Car-Sharing System. | Felipe Rooke, Victor Aquiles Alencar, Alex Borges Vieira, Jussara M. Almeida, Idilio Drago |
| 2018 | MobilityMirror: Bias-Adjusted Transportation Datasets. | Luke Rodriguez, Babak Salimi, Haoyue Ping, Julia Stoyanovich, Bill Howe |
| 2018 | Full Speed Ahead: 3D Spatial Database Acceleration with GPUs. | Lucas Villa Real, Bruno Silva |
| 2018 | Integrating Analytics with Relational Databases. | Mark Raasveldt |
| 2018 | Applying Term Frequency-Based Indexing to Improve Scalability and Accuracy of Probabilistic Data Linkage. | Robespierre Pita, Luan Menezes, Marcos E. Barreto |
| 2018 | Strategy for Generation of Knowledge through Automatic Correlation of Dimensional Data in Star Schema: Application in the Context of Leishmaniasis. | Wallace A. Pinheiro, Geraldo Xexo, Jono Souza, Ana Brbara Pinheiro, Ciro Gomes |
| 2018 | Workload-Aware Discovery of Integrity Constraints for Data Cleaning. | Eduardo H. M. Pena |
| 2018 | A Method to Build a Geolocalized Food Price Time Series Knowledge Base Analyzable by Everyone. | Johyn Papin, Frdric Andrs, Laurent d'Orazio |
| 2018 | Influence of Virtual Road Traffic Sensors of Oporto for Origin-Destination Matrix Estimation. | Luciano Urgal Pando, Ricardo Lders, Keiko Vernica Ono Fonseca, Marcelo de Oliveira Rosa |
| 2018 | Augmented Therapy with Online Support Groups. | Behrooz Omidvar-Tehrani |
| 2018 | ATAnalysis - Toward a Psycholinguistic Method to Analyze Video Textual Information. | Helder Yukio Okuno, Flavio Carvalho, Gustavo Paiva Guedes, Marcelle Torres Alves Okuno |