3 citations · 8 across the 5 of their papers we have counts for
5 papers
Hybrid Ensemble-Based Travel Mode Prediction
Paweł Golik, Maciej Grzenda, Elżbieta Sienkiewicz
Travel mode choice (TMC) prediction, which can be formulated as a classification task, helps in understanding what makes citizens choose different modes of transport for individual…
Streaming detection of significant delay changes in public transport systems
Przemysław Wrona, Maciej Grzenda, Marcin Luckner
Public transport systems are expected to reduce pollution and contribute to sustainable development. However, disruptions in public transport such as delays may negatively affect m…
A Survey on Semi-Supervised Learning for Delayed Partially Labelled Data Streams
Heitor Murilo Gomes, Maciej Grzenda, Rodrigo Mello +3
Unlabelled data appear in many domains and are particularly relevant to streaming applications, where even though data is abundant, labelled data is rare. To address the learning p…
S2CE: A Hybrid Cloud and Edge Orchestrator for Mining Exascale Distributed Streams
Nicolas Kourtellis, Herodotos Herodotou, Maciej Grzenda +2
The explosive increase in volume, velocity, variety, and veracity of data generated by distributed and heterogeneous nodes such as IoT and other devices, continuously challenge the…
Combining Stream Mining and Neural Networks for Short Term Delay Prediction
Maciej Grzenda, Karolina Kwasiborska, Tomasz Zaremba
The systems monitoring the location of public transport vehicles rely on wireless transmission. The location readings from GPS-based devices are received with some latency caused b…