109 citations · 109 across the 3 of their papers we have counts for
5 papers
Towards emotion recognition for virtual environments: an evaluation of EEG features on benchmark dataset
M. L. Menezes, A. Samara, L. Galway +5
One of the challenges in virtual environments is the difficulty users have in interacting with these increasingly complex systems. Ultimately, endowing machines with the ability to…
Pitfalls of Assessing Extracted Hierarchies for Multi-Class Classification
Pablo del Moral, Slawomir Nowaczyk, Anita Sant'Anna +1
Using hierarchies of classes is one of the standard methods to solve multi-class classification problems. In the literature, selecting the right hierarchy is considered to play a k…
No Free Lunch But A Cheaper Supper: A General Framework for Streaming Anomaly Detection
Ece Calikus, Slawomir Nowaczyk, Anita Sant'Anna +1
In recent years, there has been increased research interest in detecting anomalies in temporal streaming data. A variety of algorithms have been developed in the data mining commun…
A data-driven approach for discovering heat load patterns in district heating
Ece Calikus, Slawomir Nowaczyk, Anita Sant'Anna +2
Understanding the heat usage of customers is crucial for effective district heating operations and management. Unfortunately, existing knowledge about customers and their heat load…
Exploring home robot capabilities by medium fidelity prototyping
Martin Cooney, Sepideh Pashami, Yuantao Fan +9
In order for autonomous robots to be able to support people's well-being in homes and everyday environments, new interactive capabilities will be required, as exemplified by the so…