Estivill-Castro, V. (Vladimir); Gilmore, Eugene; Hexel, René(MDPI, 2022)
Interactive machine learning (IML) enables the incorporation of human expertise because the human participates in the construction of the learned model. Moreover, with human-in-the-loop machine learning (HITL-ML), the human ...
Estivill-Castro, V. (Vladimir); Hexel, René; Lusty, Carl(Springer, 2014)
We present gusimplewhiteboard, a software architecture analogous to ROS:services and ROS: messages, that enables the construction and extremely efficient inter-process relaying of message-types as C++11 objects, All ...
Estivill-Castro, V. (Vladimir); Gilmore, Eugene; Hexel, René(Institute of Electrical and Electronics Engineers (IEEE), 2020)
How can there be Human-In-the-Loop-Learning (HILL) if datasets aimed at building classifiers have ever more dimensions? We make two contributions. First, we examine the few early results on the effectiveness of HILL for ...
Lusty, Carl; Estivill-Castro, V. (Vladimir); Hexel, René(ACM Association for Computer Machinery, 2021)
WiFi is prevalent in mobile robotics and the Internet of Things (IoT) despite the fact that many applications in these environments require real-time communication. WiFi does not guarantee timeliness and often introduces ...
Estivill-Castro, V. (Vladimir); Hexel, René(Springer, 2020)
Models are used mainly to communicate among humans the most relevant aspects of the item being modelled. Moreover, for achieving impact in modern complex applications, modelling languages and tools must support some level ...
