M.Sc. Miguel Angel Meza Martinez
- Office Hours: By appointment
- Room: 5C-03.2
- Phone: +49 721 608-41583
- miguel martinez ∂ kit edu
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
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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
Meza Martínez, M. A.
2023, November 24. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000164577
Meza Martínez, M. A.; Mädche, A.
2023. Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies ICIS 2023, 1–17, AIS eLibrary (AISeL)
Meza Martínez, M. A.; Nadj, M.; Langner, M.; Toreini, P.; Maedche, A.
2023. ACM Transactions on Interactive Intelligent Systems. doi:10.1145/3607145
Jussupow, E.; Meza Martínez, M. A.; Mädche, A.; Heinzl, A.
2021. 42nd International Conference on Information Systems, Association for Information Systems (AIS)
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)
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