15 citations · 30 across the 5 of their papers we have counts for
5 papers
Automatic Synthesis of Neurons for Recurrent Neural Nets
Roland Olsson, Chau Tran, Lars Magnusson
We present a new class of neurons, ARNs, which give a cross entropy on test data that is up to three times lower than the one achieved by carefully optimized LSTM neurons. The expl…
Graph of Virtual Actors (GOVA): a Big Data Analytics Architecture for IoT
The-Hien Dang-Ha, Davide Roverso, Roland Olsson
With the emergence of cloud computing and sensor technologies, Big Data analytics for the Internet of Things (IoT) has become the main force behind many innovative solutions for ou…
Clustering Methods for Electricity Consumers: An Empirical Study in Hvaler-Norway
The-Hien Dang-Ha, Roland Olsson, Hao Wang
The development of Smart Grid in Norway in specific and Europe/US in general will shortly lead to the availability of massive amount of fine-grained spatio-temporal consumption dat…
The Role of Big Data on Smart Grid Transition
The-Hien Dang-Ha, Roland Olsson, Hao Wang
Despite being popularly referred to as the ultimate solution for all problems of our current electric power system, smart grid is still a growing and unstable concept. It is usuall…
Local Short Term Electricity Load Forecasting: Automatic Approaches
The-Hien Dang-Ha, Filippo Maria Bianchi, Roland Olsson
Short-Term Load Forecasting (STLF) is a fundamental component in the efficient management of power systems, which has been studied intensively over the past 50 years. The emerging…