Felix Biessmann

32 papers A 1B 2Journal 22Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Robust Conformal Prediction for Infrequent Classes.
Trans. Mach. Learn. Res.
Jens-Michalis Papaioannou, Sebastian Jäger, Alexei Figueroa, David Stutz, Betty van Aken, Keno K. Bressem, Wolfgang Nejdl, Felix A. Gers, Alexander Löser, Felix Biessmann
2025 — conf
Automated Energy-Aware Time-Series Model Deployment on Embedded FPGAs for Resilient Combined Sewer Overflow Management.
ISC2
Tianheng Ling, Vipin Singh, Chao Qian, Felix Biessmann, Gregor Schiele
2025 J jnl
Automated Energy-Aware Time-Series Model Deployment on Embedded FPGAs for Resilient Combined Sewer Overflow Management.
CoRR
Tianheng Ling, Vipin Singh, Chao Qian, Felix Biessmann, Gregor Schiele
2025 J jnl
Evaluating Time Series Models for Urban Wastewater Management: Predictive Performance, Model Complexity and Resilience.
CoRR
Vipin Singh, Tianheng Ling, Teodor Chiaburu, Felix Biessmann
2025 J jnl
MechDetect: Detecting Data-Dependent Errors.
CoRR
Philipp Jung, Nicholas Chandler, Sebastian Jäger, Felix Biessmann
2025 J jnl
Towards Realistic Error Models for Tabular Data.
ACM J. Data Inf. Qual.
Philipp Jung, Sebastian Jäger, Nicholas Chandler, Felix Biessmann
2024 J jnl
Automated Computational Energy Minimization of ML Algorithms using Constrained Bayesian Optimization.
CoRR
Pallavi Mitra, Felix Biessmann
2024 — conf
Data-driven Modeling of Combined Sewer Systems for Urban Sustainability: An Empirical Evaluation.
PI-AI@KI
Vipin Singh, Tianheng Ling, Teodor Chiaburu, Felix Biessmann
2024 J jnl
Data-driven Modeling of Combined Sewer Systems for Urban Sustainability: An Empirical Evaluation.
CoRR
Vipin Singh, Tianheng Ling, Teodor Chiaburu, Felix Biessmann
2024 A conf
From Data Imputation to Data Cleaning - Automated Cleaning of Tabular Data Improves Downstream Predictive Performance.
AISTATS
Sebastian Jäger, Felix Biessmann
2024 J jnl
Generating Synthetic Satellite Imagery With Deep-Learning Text-to-Image Models - Technical Challenges and Implications for Monitoring and Verification.
CoRR
Tuong Vy Nguyen, Alexander Glaser, Felix Biessmann
2024 — conf
Generating Synthetic Satellite Imagery for Rare Objects: An Empirical Comparison of Models and Metrics.
PI-AI@KI
Tuong Vy Nguyen, Johannes Hoster, Alexander Glaser, Kristian Hildebrand, Felix Biessmann
2024 J jnl
Generating Synthetic Satellite Imagery for Rare Objects: An Empirical Comparison of Models and Metrics.
CoRR
Tuong Vy Nguyen, Johannes Hoster, Alexander Glaser, Kristian Hildebrand, Felix Biessmann
2024 J jnl
Interpretable Time Series Models for Wastewater Modeling in Combined Sewer Overflows.
CoRR
Teodor Chiaburu, Felix Biessmann
2024 J jnl
Using Game Engines and Machine Learning to Create Synthetic Satellite Imagery for a Tabletop Verification Exercise.
CoRR
Johannes Hoster, Sara Al-Sayed, Felix Biessmann, Alexander Glaser, Kristian Hildebrand, Igor Moric, Tuong Vy Nguyen
2023 — conf
Automated Extraction of Fine-Grained Standardized Product Information from Unstructured Multilingual Web Data.
ECIR (3)
Alexander Flick, Sebastian Jäger, Ivana Trajanovska, Felix Biessmann
2023 J jnl
Automated Extraction of Fine-Grained Standardized Product Information from Unstructured Multilingual Web Data.
CoRR
Alexander Flick, Sebastian Jäger, Ivana Trajanovska, Felix Biessmann
2023 J jnl
Changes in Policy Preferences in German Tweets during the COVID Pandemic.
CoRR
Felix Biessmann
2023 J jnl
CycleSense: Detecting near miss incidents in bicycle traffic from mobile motion sensors.
Pervasive Mob. Comput.
Ahmet-Serdar Karakaya, Thomas Ritter, Felix Biessmann, David Bermbach
2022 — conf
Changes in Policy Preferences in German Tweets During the COVID Pandemic.
SocInfo
Felix Biessmann
2022 J jnl
CycleSense: Detecting Near Miss Incidents in Bicycle Traffic from Mobile Motion Sensors.
CoRR
Ahmet-Serdar Karakaya, Thomas Ritter, Felix Biessmann, David Bermbach
2022 J jnl
GreenDB - A Dataset and Benchmark for Extraction of Sustainability Information of Consumer Goods.
CoRR
Alexander Flick, Sebastian Jäger, Jessica Adriana Sanchez Garcia, Kaspar von den Driesch, Karl Brendel, Felix Biessmann
2022 J jnl
GreenDB: Toward a Product-by-Product Sustainability Database.
CoRR
Sebastian Jäger, Jessica Greene, Max Jakob, Ruben Korenke, Tilman Santarius, Felix Biessmann
2022 — conf
Search Filter Ranking with Language-Aware Label Embeddings.
WWW (Companion Volume)
Jacek Golebiowski, Felice Antonio Merra, Ziawasch Abedjan, Felix Biessmann
2022 J jnl
Towards ML Methods for Biodiversity: A Novel Wild Bee Dataset and Evaluations of XAI Methods for ML-Assisted Rare Species Annotations.
CoRR
Teodor Chiaburu, Felix Biessmann, Frank Haußer
2021 J jnl
A Turing Test for Transparency.
CoRR
Felix Biessmann, Viktor Treu
2021 B conf
An Interactive Garment for Orchestra Conducting: IoT-enabled Textile & Machine Learning to Direct Musical Performance.
TEI
Berit Greinke, Giorgia Petri, Pauline Vierne, Paul Biessmann, Alexandra Börner, Kaspar Schleiser, Emmanuel Baccelli, Claas Krause, Christopher Verworner, Felix Biessmann
2021 J jnl
Automated Data Validation in Machine Learning Systems.
IEEE Data Eng. Bull.
Felix Biessmann, Jacek Golebiowski, Tammo Rukat, Dustin Lange, Philipp Schmidt
2021 — conf
Enforcing Constraints for Machine Learning Systems via Declarative Feature Selection: An Experimental Study.
SIGMOD Conference
Felix Neutatz, Felix Biessmann, Ziawasch Abedjan
2021 B conf
JENGA - A Framework to Study the Impact of Data Errors on the Predictions of Machine Learning Models.
EDBT
Sebastian Schelter, Tammo Rukat, Felix Biessmann
2021 J jnl
More Than Words: Towards Better Quality Interpretations of Text Classifiers.
CoRR
Muhammad Bilal Zafar, Philipp Schmidt, Michele Donini, Cédric Archambeau, Felix Biessmann, Sanjiv Ranjan Das, Krishnaram Kenthapadi
2021 J jnl
Quality Metrics for Transparent Machine Learning With and Without Humans In the Loop Are Not Correlated.
CoRR
Felix Biessmann, Dionysius Irza Refiano