Christoph Scholz

According to our database, Christoph Scholz authored at least 35 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Targeted adversarial attacks on wind power forecasts.

René Heinrich, Christoph Scholz, Stephan Vogt, Malte Lehna

Mach. Learn., February, 2024

Graph Reinforcement Learning in Power Grids: A Survey.

Mohamed Hassouna, Clara Holzhüter, Pawel Lytaev, Josephine M. Thomas, Bernhard Sick, Christoph Scholz

CoRR, 2024

Predictions and Decision Making for Resilient Intelligent Sustainable Energy Systems.

Martin Braun, Christian Gruhl, Christian A. Hans, Philipp Härtel, Christoph Scholz, Bernhard Sick, Malte Siefert, Florian Steinke, Olaf Stursberg, Sebastian Wende-von Berg

CoRR, 2024

Fault Detection for agents on power grid topology optimization: A Comprehensive analysis.

Malte Lehna, Mohamed Hassouna, Dmitry Degtyar, Sven Tomforde, Christoph Scholz

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

CoRR, 2024

AudioProtoPNet: An interpretable deep learning model for bird sound classification.

René Heinrich, Bernhard Sick, Christoph Scholz

CoRR, 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

CoRR, 2024

Towards Deep Active Learning in Avian Bioacoustics.

Lukas Rauch, Denis Huseljic, Moritz Wirth, Jens Decke, Bernhard Sick, Christoph Scholz

Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2024), 2024

2023

Active Bird2Vec: Towards End-to-End Bird Sound Monitoring with Transformers.

Lukas Rauch, Raphael Schwinger, Moritz Wirth, Bernhard Sick, Sven Tomforde, Christoph Scholz

CoRR, 2023

Managing power grids through topology actions: A comparative study between advanced rule-based and reinforcement learning agents.

Malte Lehna, Jan Viebahn, Christoph Scholz, Antoine Marot, Sven Tomforde

CoRR, 2023

2021

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

CoRR, 2021

2020

Towards the Prediction of Electricity Prices at the Intraday Market Using Shallow and Deep-Learning Methods.

Christoph Scholz, Malte Lehna, Katharina Brauns, André Baier

Proceedings of the Mining Data for Financial Applications - 5th ECML PKDD Workshop, 2020

2016

Link Mining and Localisation in the Context of Face-to-Face Contact Networks.

Christoph Scholz

PhD thesis, 2016

2015

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, Alain Barrat, Ciro Cattuto, Gerd Stumme

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014

Predictability of evolving contacts and triadic closure in human face-to-face proximity networks.

Christoph Scholz, Martin Atzmueller, Mark Kibanov, Gerd Stumme

Soc. Netw. Anal. Min., 2014

Ubicon and its applications for ubiquitous social computing.

Martin Atzmueller, Martin Becker, Mark Kibanov, Christoph Scholz, Stephan Doerfel, Andreas Hotho, Bjoern Elmar Macek, Folke Mitzlaff, Juergen Mueller, Gerd Stumme

New Rev. Hypermedia Multim., 2014

Link Prediction and the Role of Stronger Ties in Networks of Face-to-Face Proximity.

Christoph Scholz, Martin Atzmueller, Gerd Stumme

CoRR, 2014

Temporal evolution of contacts and communities in networks of face-to-face human interactions.

Mark Kibanov, Martin Atzmueller, Christoph Scholz, Gerd Stumme

Sci. China Inf. Sci., 2014

On the predictability of recurring links in networks of face-to-face proximity.

Christoph Scholz, Martin Atzmueller, Gerd Stumme

Proceedings of the 23rd International World Wide Web Conference, 2014

On the evolution of social groups during coffee breaks.

Martin Atzmueller, Andreas Ernst, Friedrich Krebs, Christoph Scholz, Gerd Stumme

Proceedings of the 23rd International World Wide Web Conference, 2014

Formation and Temporal Evolution of Social Groups During Coffee Breaks.

Martin Atzmueller, Andreas Ernst, Friedrich Krebs, Christoph Scholz, Gerd Stumme

Proceedings of the Big Data Analytics in the Social and Ubiquitous Context, 2014

On the Predictability of Talk Attendance at Academic Conferences.

Christoph Scholz, Jens Illig, Martin Atzmüller, Gerd Stumme

Proceedings of the 16th LWA Workshops: KDML, 2014

Unsupervised and Hybrid Approaches for On-line RFID Localization with Mixed Context Knowledge.

Christoph Scholz, Martin Atzmueller, Gerd Stumme

Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

Connect-U: A System for Enhancing Social Networking.

Martin Atzmueller, Kay Behrenbruch, Axel Hoffmann, Mark Kibanov, Bjoern Elmar Macek, Christoph Scholz, Hendrik Skistims, Matthias Söllner, Gerd Stumme

Proceedings of the Socio-technical Design of Ubiquitous Computing Systems, 2014

Mining Social Links for Ubiquitous Knowledge Engineering.

Christoph Scholz, Bjoern Elmar Macek, Martin Atzmueller, Stephan Doerfel, Gerd Stumme

Proceedings of the Socio-technical Design of Ubiquitous Computing Systems, 2014

2013

New Insights and Methods For Predicting Face-To-Face Contacts.

Christoph Scholz, Martin Atzmueller, Alain Barrat, Ciro Cattuto, Gerd Stumme

Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

On the Evolution of Contacts and Communities in Networks of Face-to-Face Proximity.

Mark Kibanov, Martin Atzmueller, Christoph Scholz, Gerd Stumme

Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013

How do people link?: analysis of contact structures in human face-to-face proximity networks.

Christoph Scholz, Martin Atzmueller, Mark Kibanov, Gerd Stumme

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012

On the Predictability of Human Contacts: Influence Factors and the Strength of Stronger Ties.

Christoph Scholz, Martin Atzmueller, Gerd Stumme

Proceedings of the 2012 International Conference on Privacy, 2012

Anatomy of a conference.

Bjoern Elmar Macek, Christoph Scholz, Martin Atzmueller, Gerd Stumme

Proceedings of the 23rd ACM Conference on Hypertext and Social Media, 2012

Ubicon: Observing Physical and Social Activities.

Martin Atzmueller, Martin Becker, Stephan Doerfel, Andreas Hotho, Mark Kibanov, Bjoern Elmar Macek, Folke Mitzlaff, Juergen Mueller, Christoph Scholz, Gerd Stumme

Proceedings of the 2012 IEEE International Conference on Green Computing and Communications, 2012

2011

Enhancing Social Interactions at Conferences.

Martin Atzmüller, Dominik Benz, Stephan Doerfel, Andreas Hotho, Robert Jäschke, Bjoern Elmar Macek, Folke Mitzlaff, Christoph Scholz, Gerd Stumme

it Inf. Technol., 2011

Hardness and Non-Approximability of Bregman Clustering Problems.

Marcel R. Ackermann, Johannes Blömer, Christoph Scholz

Electron. Colloquium Comput. Complex., 2011

Resource-Aware On-line RFID Localization Using Proximity Data.

Christoph Scholz, Stephan Doerfel, Martin Atzmueller, Andreas Hotho, Gerd Stumme

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

2008

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, Nils Timm, André Ückermann, Elmar Weber, Rene C. Zorn

Proceedings of the Informatiktage 2008, 2008