Rifat Mehreen Amin

E-Mail	rifat.amin ät ifi.lmu.de
Phone	+49-89 / 2180-75148
Address	Rifat Mehreen Amin LMU Munich Media Informatics Group Frauenlobstr. 7a 80337 Munich, Germany
Room	439 (4th floor)

Research Interests

My research interest lies in making visualization tools smarter with the help of Machine Learning and Artificial Intelligence and finding ways to make ethical and trustworthy visualization tools. My other collaborations comprise projects that lie between the intersection of HCI and AI, including big data analytics.

Teaching

Summer Term 2024: Practical Course: Human Computation and Analytics, Hauptseminar Media Informatics
Winter Term 2023/24: Human Computation and Analytics, Information Visualization, Hauptseminar Media Informatics
Summer Term 2023: Practical Course: Human Computation and Analytics, Proseminar Media Informatics
Winter Term 2022/23: Human Computation and Analytics, Information Visualization
Summer Term 2022: Practical Course: Human Computation and Analytics

Publications

2024
Download	Rifat Amin, Feng Chen, Linda Hirsch, Changkun Ou, Tran-Vu La, Andreas Butz Integrating Crowd and Machine Learning in an Intelligent Interface: A Case Study of Oil Spill Detection in Satellite Images In Proceedings of the 17th International Conference on Advanced Visual Interfaces (AVI '24). ACM. New York, NY, USA. 2024. https://doi.org/10.1145/3656650.3656680 (bib)
Download	Rifat Amin, Pia Hammer, Andreas Butz Using Machine Learning to Improve Interactive Visualizations for Large Collected Traffic Detector Data In Proceedings of the 29th International Conference on Intelligent User Interfaces (IUI '24). ACM. New York, NY, USA. 2024. https://doi.org/10.1145/3640543.3645177 (bib)
2023
Download	Rifat Amin Multi-Objective Counterfactuals for Counterfactual Fairness in User Centered AI UCAI'23: Workshop on User-Centered Artificial Intelligence @ Mensch und Computer 2023 (MuC'23), September 3-6, Rapperswil, Switzerland (bib)
	Svenja Schött, Rifat Amin, Andreas Butz A Literature Survey of How to Convey Transparency in Co-Located Human-Robot Interaction In Multimodal Technol. Interact. 2023, 7(3), 25 (bib)

Theses (Bachelor/Master)

Open

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In Progress

Sandra Busch	bachelor thesis	Designing for Visualising Multiple Counterfactuals for XAI
Anh Dao Phuong	master thesis	LLM for Counterfactual Explanation Generation
Oliver Hans KÃ¼hle	bachelor thesis	Dynamic UI Element Generation for Rapid Prompting

Accomplished

Felicia Saruba	bachelor thesis	Thermal Feedback for Emotional Communication in Human-Robot Interaction
Pia Isabel Hammer	master thesis	Leveraging Machine Learning with Interactive Visualizations for Large Collected Traffic Detector Data
Jonathan Haudenschild	master thesis	LLM for Counterfactual Explanation Generation
Feng Chen	master thesis	Oil Spill Detective: Leveraging Machine Learning with Crowd Knowledge to Reduce Experts' Workload

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