output
20132025
most citedBig Data Computing and Clouds: Trends and Future Directions

854 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing cs.LGShow all

5 papers · 1 filter

cs.LG2024★ 2 cited

Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data

Qidong Yang, Jonathan Giezendanner, Daniel Salles Civitarese +8

Urgent applications like wildfire management and renewable energy generation require precise, localized weather forecasts near the Earth's surface. However, forecasts produced by m…

cs.LG2024★ 16 cited

A Large Encoder-Decoder Family of Foundation Models For Chemical Language

Eduardo Soares, Victor Shirasuna, Emilio Vital Brazil +3

Large-scale pre-training methodologies for chemical language models represent a breakthrough in cheminformatics. These methods excel in tasks such as property prediction and molecu…

cs.LG2019★ 38 cited

Accelerating Physics-Based Simulations Using Neural Network Proxies: An Application in Oil Reservoir Modeling

Jiri Navratil, Alan King, Jesus Rios +3

We develop a proxy model based on deep learning methods to accelerate the simulations of oil reservoirs--by three orders of magnitude--compared to industry-strength physics-based P…

cs.LG2017★ 3 cited

Determining Song Similarity via Machine Learning Techniques and Tagging Information

Renato L. F. Cunha, Evandro Caldeira, Luciana Fujii

The task of determining item similarity is a crucial one in a recommender system. This constitutes the base upon which the recommender system will work to determine which items are…

cs.LG2014★ 21 cited

Bus Travel Time Predictions Using Additive Models

Matthias Kormaksson, Luciano Barbosa, Marcos R. Vieira +1

Many factors can affect the predictability of public bus services such as traffic, weather and local events. Other aspects, such as day of week or hour of day, may influence bus tr…