Dr. Luis I. Lopera G.
- Job title: Researcher
- Organization: Chair of Digital Health
- Phone number: +49 9131 85-23605
- Email: email@example.com
- Address: Henkestraße 91, Haus 7, 1. OG
Luis Ignacio Lopera Gonzalez was born in Medellin Colombia. But lived must of his life in Bogota. An interest in understanding the inner workings of devices and machines took him to Los Andes University (Uniandes) where he pursued a career in Electronic Engineering, with a major in control theory and a minor in signal analysis. After finishing his bachelor in 2003 he moved on to pursue a master degree also in Uniandes. Just before finishing his studies, he was appointed as chief of Labs for the Electrical and Electronic Engineering Department in Los Andes. In 2005 he receives his master degree in Electronic Engineering and Computer Science. As Chief of labs, he actively participated in the design and construction oversight of the teaching and research laboratories that were being built in the new building for the school of engineering, the Mario Laserna. In 2009 Luis Lopera moved to a position in the Physics Department at Uniandes, with the high energy physics group, where he went to work in a commission at CERN (European Center for Nuclear Research) located in the border of France and Switzerland. There, he worked as part of the operations team of the Data Quality Monitoring Group of the Compact Muon Solenoid (CMS) detector.
In 2012 Luis joined ACTLab and in 2018 he received his Dr. rer. nat. degree from the University of Passau. His interests are in semantic modelling, time series rule mining, and algorithm development. Specifically, he is analyzing new technologies, like the Internet of Things, and how these technologies capture and process context information. Additionally, he studies the impact of context-aware technologies in the commissioning and maintenance processes of complex systems.
"AIM in Unsupervised Data Mining", Artificial Intelligence in Medicine, Springer International Publishing, 2021.,
"Predicting Anxiety in Routine Palliative Care Using Bayesian-Inspired Association Rule Mining", Digital Health, Frontiers, 2021.,
"Wearables To Fight COVID-19: From symptom tracking to contact tracing", IEEE Pervasive Computing, 2020.,
"A Bayesian Approach to Rule Mining", arXiv.org, arxiv.org, 2019.,
"Mining Functional and Structural Relationships of Context Variables in Smart-Buildings", PhD Thesis, opus4.kobv.de, 2018.,
"Data Mining-based Localisation of Spatial Low-resolution Sensors in Commercial Buildings", Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys '16), ACM, November 2016.,
"Mining Device Data to Auto-commission Buildings: Poster Abstract", Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys '16), ACM, November 2016.,
"Mining hierarchical relations in building management variables", Pervasive and Mobile Computing, ScienceDirect, February 2016.,
"Mining relations and physical grouping of building-embedded sensors and actuators", Proceedings of the International Conference on Pervasive Computing and Communications (PerCom '15), IEEE, March 2015.,
"An Intervention Study on Automated Lighting Control to Save Energy in Open Space Offices", PerEnergy 2015: IEEE International Conference on Pervasive Computing and Communications Workshops, IEEE, March 2015.,
"Using implicit user feedback to balance energy consumption and user comfort of proximity-controlled computer screens", Journal of Ambient Intelligence and Humanized Computing, February 2014.,
"Novel stochastic model for presence detection using ultrasound ranging sensors", IEEE International Conference on Pervasive Computing and Communications Workshops (ACOMORE '14), IEEE, 2014.,
"Using a thermopile matrix sensor to recognize energy-related activities in offices", SEIT 2013: Proceedings of the 3rd International Conference on Sustainable Energy Information Technology, Elsevier, 2013.,
"Service-Oriented Architecture for Smart Environments (Short Paper)", SOCA 2013: Proceedings of the IEEE 6th International Conference on Service-Oriented Computing and Applications, IEEE, 2013.,