CSI: PC2 - A High Performance Biometrie System. - Samir Brulic; Samira Brulic; Pascal Deppe; Dominic Eschweiler; Rosbeh Etemadi; Klaus Herbold; Christian Konersmann; Robert Meiche; Christoph Scholz 001; Nils Timm; André Ückermann; Elmar Weber; et al. (Informatiktage, 2008)

Resource-Aware On-line RFID Localization Using Proximity Data. - Christoph Scholz 001; Stephan Doerfel; Martin Atzmueller; Andreas Hotho; Gerd Stumme (ECML/PKDD (3), 2011)

Hardness and Non-Approximability of Bregman Clustering Problems. - Marcel R. Ackermann; Johannes Blömer; Christoph Scholz 001 (Electron. Colloquium Comput. Complex., 2011)

Enhancing Social Interactions at Conferences. - Martin Atzmüller; Dominik Benz; Stephan Doerfel; Andreas Hotho; Robert Jäschke; Bjoern Elmar Macek; Folke Mitzlaff; Christoph Scholz 001; Gerd Stumme (it Inf. Technol., 2011)

Ubicon: Observing Physical and Social Activities. - Martin Atzmueller; Martin Becker 003; Stephan Doerfel; Andreas Hotho; Mark Kibanov; Bjoern Elmar Macek; Folke Mitzlaff; Juergen Mueller; Christoph Scholz 001; Gerd Stumme (GreenCom, 2012)

Anatomy of a conference. - Bjoern Elmar Macek; Christoph Scholz 001; Martin Atzmueller; Gerd Stumme (HT, 2012)

On the Predictability of Human Contacts: Influence Factors and the Strength of Stronger Ties. - Christoph Scholz 001; Martin Atzmueller; Gerd Stumme (SocialCom/PASSAT, 2012)

How do people link?: analysis of contact structures in human face-to-face proximity networks. - Christoph Scholz 001; Martin Atzmueller; Mark Kibanov; Gerd Stumme (ASONAM, 2013)

On the Evolution of Contacts and Communities in Networks of Face-to-Face Proximity. - Mark Kibanov; Martin Atzmueller; Christoph Scholz 001; Gerd Stumme (GreenCom/iThings/CPScom, 2013)

New Insights and Methods For Predicting Face-To-Face Contacts. - Christoph Scholz 001; Martin Atzmueller; Alain Barrat; Ciro Cattuto; Gerd Stumme (ICWSM, 2013)

Mining Social Links for Ubiquitous Knowledge Engineering. - Christoph Scholz 001; Bjoern Elmar Macek; Martin Atzmueller; Stephan Doerfel; Gerd Stumme (Socio-technical Design of Ubiquitous Computing Systems, 2014)

Connect-U: A System for Enhancing Social Networking. - Martin Atzmueller; Kay Behrenbruch; Axel Hoffmann; Mark Kibanov; Bjoern Elmar Macek; Christoph Scholz 001; Hendrik Skistims; Matthias Söllner 001; Gerd Stumme (Socio-technical Design of Ubiquitous Computing Systems, 2014)

Unsupervised and Hybrid Approaches for On-line RFID Localization with Mixed Context Knowledge. - Christoph Scholz 001; Martin Atzmueller; Gerd Stumme (ISMIS, 2014)

On the Predictability of Talk Attendance at Academic Conferences. - Christoph Scholz 001; Jens Illig; Martin Atzmüller; Gerd Stumme (LWA, 2014)

Formation and Temporal Evolution of Social Groups During Coffee Breaks. - Martin Atzmueller; Andreas Ernst; Friedrich Krebs; Christoph Scholz 001; Gerd Stumme (MSM/MUSE/SenseML, 2014)

On the evolution of social groups during coffee breaks. - Martin Atzmueller; Andreas Ernst; Friedrich Krebs; Christoph Scholz 001; Gerd Stumme (WWW (Companion Volume), 2014)

On the predictability of recurring links in networks of face-to-face proximity. - Christoph Scholz 001; Martin Atzmueller; Gerd Stumme (WWW (Companion Volume), 2014)

Temporal evolution of contacts and communities in networks of face-to-face human interactions. - Mark Kibanov; Martin Atzmueller; Christoph Scholz 001; Gerd Stumme (Sci. China Inf. Sci., 2014)

Link Prediction and the Role of Stronger Ties in Networks of Face-to-Face Proximity. - Christoph Scholz 001; Martin Atzmueller; Gerd Stumme (CoRR, 2014)

Ubicon and its applications for ubiquitous social computing. - Martin Atzmueller; Martin Becker 003; Mark Kibanov; Christoph Scholz 001; Stephan Doerfel; Andreas Hotho; Bjoern Elmar Macek; Folke Mitzlaff; Juergen Mueller; Gerd Stumme (New Rev. Hypermedia Multim., 2014)

Predictability of evolving contacts and triadic closure in human face-to-face proximity networks. - Christoph Scholz 001; Martin Atzmueller; Mark Kibanov; Gerd Stumme (Soc. Netw. Anal. Min., 2014)

Is Web Content a Good Proxy for Real-Life Interaction?: A Case Study Considering Online and Offline Interactions of Computer Scientists. - Mark Kibanov; Martin Atzmueller; Jens Illig; Christoph Scholz 001; Alain Barrat; Ciro Cattuto; Gerd Stumme (ASONAM, 2015)

Link Mining and Localisation in the Context of Face-to-Face Contact Networks. - Christoph Scholz 001 (2016)

Towards the Prediction of Electricity Prices at the Intraday Market Using Shallow and Deep-Learning Methods. - Christoph Scholz 001; Malte Lehna; Katharina Brauns; André Baier (MIDAS@PKDD/ECML, 2020)

A Reinforcement Learning Approach for the Continuous Electricity Market of Germany: Trading from the Perspective of a Wind Park Operator. - Malte Lehna; Björn Hoppmann; René Heinrich; Christoph Scholz 001 (CoRR, 2021)

Managing power grids through topology actions: A comparative study between advanced rule-based and reinforcement learning agents. - Malte Lehna; Jan Viebahn; Christoph Scholz 001; Antoine Marot; Sven Tomforde (CoRR, 2023)

Active Bird2Vec: Towards End-to-End Bird Sound Monitoring with Transformers. - Lukas Rauch; Raphael Schwinger; Moritz Wirth; Bernhard Sick; Sven Tomforde; Christoph Scholz 001 (CoRR, 2023)

Towards Deep Active Learning in Avian Bioacoustics. - Lukas Rauch; Denis Huseljic; Moritz Wirth; Jens Decke; Bernhard Sick; Christoph Scholz 001 (IAL@PKDD/ECML, 2024)

Predictions and Decision Making for Resilient Intelligent Sustainable Energy Systems. - Martin Braun 002; Christian Gruhl; Christian A. Hans; Philipp Härtel; Christoph Scholz 001; Bernhard Sick; Malte Siefert; Florian Steinke; Olaf Stursberg; Sebastian Wende-von Berg (ISGT EUROPE, 2024)

BirdSet: A Multi-Task Benchmark for Classification in Avian Bioacoustics. - Lukas Rauch; Raphael Schwinger; Moritz Wirth; René Heinrich; Jonas Lange; Stefan Kahl; Bernhard Sick; Sven Tomforde; Christoph Scholz 001 (CoRR, 2024)

AudioProtoPNet: An interpretable deep learning model for bird sound classification. - René Heinrich; Bernhard Sick; Christoph Scholz 001 (CoRR, 2024)

HUGO - Highlighting Unseen Grid Options: Combining Deep Reinforcement Learning with a Heuristic Target Topology Approach. - Malte Lehna; Clara Holzhüter; Sven Tomforde; Christoph Scholz 001 (CoRR, 2024)

Fault Detection for agents on power grid topology optimization: A Comprehensive analysis. - Malte Lehna; Mohamed Hassouna; Dmitry Degtyar; Sven Tomforde; Christoph Scholz 001 (CoRR, 2024)

Graph Reinforcement Learning in Power Grids: A Survey. - Mohamed Hassouna; Clara Holzhüter; Pawel Lytaev; Josephine M. Thomas; Bernhard Sick; Christoph Scholz 001 (CoRR, 2024)

Targeted adversarial attacks on wind power forecasts. - René Heinrich; Christoph Scholz 001; Stephan Vogt; Malte Lehna (Mach. Learn., 2024)

Structured Power Grid Simulation Dataset for Machine Learning: Failure and Survival Events in Grid2Op's L2RPN WCCI 2022 Environment. - Malte Lehna; Mohamed Hassouna; Dmitry Degtyar; Sven Tomforde; Christoph Scholz 001 (Zenodo, 2024)

BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics. - Lukas Rauch; Raphael Schwinger; Moritz Wirth; René Heinrich; Denis Huseljic; Marek Herde; Jonas Lange; Stefan Kahl; Bernhard Sick; Sven Tomforde; Christoph Scholz 001 (ICLR, 2025)

AudioProtoPNet: An interpretable deep learning model for bird sound classification. - René Heinrich; Lukas Rauch; Bernhard Sick; Christoph Scholz 001 (Ecol. Informatics, 2025)

Can Masked Autoencoders Also Listen to Birds? - Lukas Rauch; René Heinrich; Ilyass Moummad; Alexis Joly; Bernhard Sick; Christoph Scholz 001 (Trans. Mach. Learn. Res., 2025)

Learning Topology Actions for Power Grid Control: A Graph-Based Soft-Label Imitation Learning Approach. - Mohamed Hassouna; Clara Holzhüter; Malte Lehna; Matthijs de Jong; Jan Viebahn; Bernhard Sick; Christoph Scholz 001 (CoRR, 2025)

Adversarial Training Improves Generalization Under Distribution Shifts in Bioacoustics. - René Heinrich; Lukas Rauch; Bernhard Sick; Christoph Scholz 001 (CoRR, 2025)