Miguel_Martinez

M.Sc. Miguel Angel Meza Martinez

  • Karlsruhe Institute of Technology (KIT)
    Institute of Information Systems and Marketing (IISM)
    Kaiserstraße 89
    76133 Karlsruhe

Research Interests

Thank you for your interest in my work. In general, my research revolves around designing Artificial Intelligence systems that can interact with end-users to keep learning and improve their performance.

Specifically, I am researching how to design machine learning systems that allow end-users to interact with the system and provide feedback or change model parameters in order to iteratively refine the model. I am focused on finding out how to allow the system to be transparent in order to increase the end-users understanding of how the system makes decisions and increase end-users’ trust.

If you find my research interesting and are looking for a thesis supervisor, feel free to contact me at any time.

My research interests include:

  • Machine Learning (ML)
  • Artificial Intelligence (AI)
  • Human-Computer Interaction (HCI)
  • Explainable Artificial Intelligence (XAI)
  • Interactive Machine Learning (IML)

 

Short CV

Since 2018 Associated Doctoral Researcher at Institute of Information Systems and Marketing (IISM) at​ Karlsruhe Institute of Technology (Germany).
Since 2018 Ph.D. Student working in Machine Learning project at SAP SE (Germany).
2016 – 2017 Research Assistant at Institute for Program Structures and Data Organization at Karlsruhe Institute of Technology (Germany).
2015 – 2018 M.Sc. Computer Science at Karlsruhe Institute of Technology (Germany).
2010 – 2015 Test Engineer for Power Systems Enterprise Server Division at IBM, Guadalajara (Mexico).
2008 – 2009 International Studies Abroad at Hochschule Esslingen, University of Applied Sciences, Esslingen (Germany).
2005 – 2010 B.Sc. in Mechatronic Engineering at Institute Tecnológico de Estudios Superiores de Monterrey, Guadalajara (Mexico).
2001 – 2005 Enseñanza Técnica Industrial, Guadalajara (Mexico). Internships and work experience at SEW-EURODRIVE, Continental AG and Porsche AG

 

Internships and work experience at SEW-EURODRIVE, Continental AG and Porsche AG

 

Teaching

  • Winter 2019/2020: Business Intelligence Systems (Lecture)

  • Winter 2018/2020: Business Intelligence Systems (Lecture)

 

Projects

Interactive Machine Learning for Process Analytics (SAP)

 

Community Work

Reviewer Acitvities:

  • Business & Industry, Safety & Environmental (BISE) Conference
  • Business Process Management (BPM) Conference
  • Hawaii International Conference on System Sciences (HICSS)

 

 

Publications


2019
Towards an Integrative Theoretical Framework of Interactive Machine Learning Systems.
Meza Martínez, M. A.; Nadj, M.; Maedche, A.
2019. ECIS 2019 proceedings . 27th European Conference on Information Systems (ECIS), Stockholm & Uppsala, Sweden, June 8-14, 2019. Research Papers, Paper: 172, AIS eLibrary (AISeL)
2018
Suitability of event-based prompts in experience sampling studies focusing on location changes.
Exler, A.; Kramer, S.; Meza Martínez, M. A.; Navolskyi, C.; Vogt, M.; Beigl, M.
2018. 7th International Conference on Wireless Mobile Communication and Healthcare, MobiHealth 2017; Vienna; Austria; 14 November 2017 through 15 November 2017, 163–168, Springer. doi:10.1007/978-3-319-98551-0_19