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Dr. rer. nat. Luis Ignacio Lopera Gonzalez

Dr. Luis I. Lopera G.

  • Job title: Researcher
  • Organization: Chair of Digital Health
  • Phone number: +49 9131 85-23605
  • Email: luis.i.lopera@fau.de
  • Address:
    Henkestraße 91, Haus 7, 1. OG
    91052 Erlangen
    Germany
    Room 377

Biography

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.

Publications

In Press

Luis Ignacio Lopera Gonzalez, Adrian Derungs, Oliver Amft, "AIM in Unsupervised Data Mining", Artificial Intelligence in Medicine, Springer, In Press.

2021

Oliver Haas, Luis Ignacio Lopera Gonzalez, Sonja Hofmann, Christoph Ostgathe, Andreas Maier, Eva Rothgang, Oliver Amft, Tobias Steigleder, "Predicting Anxiety in Routine Palliative Care Using Bayesian-Inspired Association Rule Mining", Digital Health, Frontiers, 2021.

2020

Oliver Amft, Luis Ignacio Lopera Gonzalez, Paul Lukowicz, Sizhen Bian, Paul Burggraf, "Wearables To Fight COVID-19: From symptom tracking to contact tracing", IEEE Pervasive Computing, 2020.

2019

Luis Ignacio Lopera Gonzalez, Adrian Derungs, Oliver Amft, "A Bayesian Approach to Rule Mining", arXiv.org, arxiv.org, 2019.

2018

Luis Ignacio Lopera Gonzalez, "Mining Functional and Structural Relationships of Context Variables in Smart-Buildings", PhD Thesis, opus4.kobv.de, 2018.

2016

Luis Ignacio Lopera Gonzalez, Reimar Stier, Oliver Amft, "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.

Luis Ignacio Lopera Gonzalez, Oliver Amft, "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.

Luis Ignacio Lopera Gonzalez, Oliver Amft, "Mining hierarchical relations in building management variables", Pervasive and Mobile Computing, ScienceDirect, February 2016.

2015

Luis Ignacio Lopera Gonzalez, Oliver Amft, "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.

Luis Ignacio Lopera Gonzalez, Ulf Großekathöfer, Oliver Amft, "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.

2014

Paola Jaramillo-Garcia, Luis Ignacio Lopera Gonzalez, Oliver Amft, "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.

Luis Ignacio Lopera Gonzalez, Ulf Großekathöfer, Oliver Amft, "Novel stochastic model for presence detection using ultrasound ranging sensors", IEEE International Conference on Pervasive Computing and Communications Workshops (ACOMORE '14), IEEE, 2014.

2013

Luis Ignacio Lopera Gonzalez, Marc Troost, Oliver Amft, "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.

Viktoriya Degeler, Luis Ignacio Lopera Gonzalez, Mariano Leva, Paul Shrubsole, Silvia Bonomi, Oliver Amft, Alexander Lazovik, "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.

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