160 citations · 184 across the 17 of their papers we have counts for
4 papers · 1 filter
Novel Adaptive Algorithms for Estimating Betweenness, Coverage and k-path Centralities
Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem
An important index widely used to analyze social and information networks is betweenness centrality. In this paper, first given a directed network and a vertex , we…
Scikit-Multiflow: A Multi-output Streaming Framework
Jacob Montiel, Jesse Read, Albert Bifet +1
Scikit-multiflow is a multi-output/multi-label and stream data mining framework for the Python programming language. Conceived to serve as a platform to encourage democratization o…
Large-Scale Learning from Data Streams with Apache SAMOA
Nicolas Kourtellis, Gianmarco De Francisci Morales, Albert Bifet
Apache SAMOA (Scalable Advanced Massive Online Analysis) is an open-source platform for mining big data streams. Big data is defined as datasets whose size is beyond the ability of…
Bitcoin Volatility Forecasting with a Glimpse into Buy and Sell Orders
Tian Guo, Albert Bifet, Nino Antulov-Fantulin
In this paper, we study the ability to make the short-term prediction of the exchange price fluctuations towards the United States dollar for the Bitcoin market. We use the data of…