• case-insensitive prefix search: default
  e.g., sig matches "SIGIR" as well as "signal"
• exact word search: append dollar sign ($) to word
  e.g., graph$ matches "graph", but not "graphics"
• boolean and: separate words by space
  e.g., codd model
• boolean or: connect words by pipe symbol (|)
  e.g., graph|network

Update May 7, 2017: Please note that we had to disable the phrase search operator (.) and the boolean not operator (-) due to technical problems. For the time being, phrase search queries will yield regular prefix search result, and search terms preceded by a minus will be interpreted as regular (positive) search terms.

found 567 matches

• 2024
• 
  Malte Schilling, Barbara Hammer, Frank W. Ohl, Helge J. Ritter, Laurenz Wiskott:
  Modularity in Nervous Systems - a Key to Efficient Adaptivity for Deep Reinforcement Learning. Cogn. Comput. 16(5): 2358-2373 (2024)
• 
  Fabian Hinder, Valerie Vaquet, Barbara Hammer:
  One or two things we know about concept drift - a survey on monitoring in evolving environments. Part A: detecting concept drift. Frontiers Artif. Intell. 7 (2024)
• 
  Fabian Hinder, Valerie Vaquet, Barbara Hammer:
  One or two things we know about concept drift - a survey on monitoring in evolving environments. Part B: locating and explaining concept drift. Frontiers Artif. Intell. 7 (2024)
• 
  Zafran Hussain Shah, Marcel Müller, Wolfgang Hübner, Henning Ortkrass, Barbara Hammer, Thomas Huser, Wolfram Schenck:
  Image restoration in frequency space using complex-valued CNNs. Frontiers Artif. Intell. 7 (2024)
• 
  Fabian Hinder, Valerie Vaquet, Barbara Hammer:
  Feature-based analyses of concept drift. Neurocomputing 600: 127968 (2024)
• 
  André Artelt, Marios S. Kyriakou, Stelios G. Vrachimis, Demetrios G. Eliades, Barbara Hammer, Marios M. Polycarpou:
  EPyT-Flow: A Toolkit for Generating Water Distribution Network Data. J. Open Source Softw. 9(103): 7104 (2024)
• 
  Janine Strotherm, Inaam Ashraf, Barbara Hammer:
  Fairness-enhancing classification methods for non-binary sensitive features - How to fairly detect leakages in water distribution systems. PeerJ Comput. Sci. 10: e2317 (2024)
• 
  Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer:
  Physics-Informed Graph Neural Networks for Water Distribution Systems. AAAI 2024: 21905-21913
• 
  Maximilian Muschalik, Fabian Fumagalli, Barbara Hammer, Eyke Hüllermeier:
  Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. AAAI 2024: 14388-14396
• 
  Patrick Kolpaczki, Maximilian Muschalik, Fabian Fumagalli, Barbara Hammer, Eyke Hüllermeier:
  SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification. AISTATS 2024: 3520-3528
• 
  Nils Grimmelsmann, Malte Mechtenberg, Markus Vieth, Alexander Schulz, Barbara Hammer, Axel Schneider:
  Predicting the Level of Co-Activation of One Muscle Head from the Other Muscle Head of the Biceps Brachii Muscle by Linear Regression and Shallow Feedforward Neural Networks. BIOSTEC (1) 2024: 611-621
• 
  Valerie Vaquet, Fabian Hinder, André Artelt, Inaam Ashraf, Janine Strotherm, Jonas Vaquet, Johannes Brinkrolf, Barbara Hammer:
  Challenges, Methods, Data-A Survey of Machine Learning in Water Distribution Networks. ICANN (9) 2024: 155-170
• 
  Fabian Fumagalli, Maximilian Muschalik, Patrick Kolpaczki, Eyke Hüllermeier, Barbara Hammer:
  KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions. ICML 2024
• 
  Sarah Schröder, Alexander Schulz, Fabian Hinder, Barbara Hammer:
  Semantic Properties of Cosine Based Bias Scores for Word Embeddings. ICPRAM 2024: 160-168
• 
  Valerie Vaquet, Fabian Hinder, Barbara Hammer:
  Investigating the Suitability of Concept Drift Detection for Detecting Leakages in Water Distribution Networks. ICPRAM 2024: 296-303
• 
  Fabian Hinder, Valerie Vaquet, Barbara Hammer:
  A Remark on Concept Drift for Dependent Data. IDA (1) 2024: 77-89
• 
  Christian Internò, Markus Olhofer, Yaochu Jin, Barbara Hammer:
  Federated Loss Exploration for Improved Convergence on Non-IID Data. IJCNN 2024: 1-8
• 
  Philip Kenneweg, Tristan Kenneweg, Fabian Fumagalli, Barbara Hammer:
  No learning rates needed: Introducing SALSA - Stable Armijo Line Search Adaptation. IJCNN 2024: 1-8
• 
  Thorben Markmann, Michiel Straat, Barbara Hammer:
  Koopman-Based Surrogate Modelling of Turbulent Rayleigh-Bénard Convection. IJCNN 2024: 1-8
• 
  Sarah Schröder, Alexander Schulz, Barbara Hammer:
  The SAME score: Improved cosine based measure for semantic bias. IJCNN 2024: 1-8
• 
  Valerie Vaquet, Fabian Hinder, Jonas Vaquet, Kathrin Lammers, Lars Quakernack, Barbara Hammer:
  Localizing of Anomalies in Critical Infrastructure using Model-Based Drift Explanations. IJCNN 2024: 1-8
• 
  Riza Velioglu, Robin Chan, Barbara Hammer:
  FashionFail: Addressing Failure Cases in Fashion Object Detection and Segmentation. IJCNN 2024: 1-8
• 
  Maximilian Muschalik, Fabian Fumagalli, Barbara Hammer, Eyke Hüllermeier:
  Explaining Change in Models and Data with Global Feature Importance and Effects. TempXAI@PKDD/ECML 2024: 1-6
• 
  Zahraa S. Abdallah, Fabian Fumagalli, Barbara Hammer, Eyke Hüllermeier, Matthias Jakobs, Emmanuel Müller, Maximilian Muschalik, Panagiotis Papapetrou, Amal Saadallah, George Tzagkarakis:
  Proceedings of the Workshop on Explainable AI for Time Series and Data Streams (TempXAI 2024) co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2024), Vilnius, Lithuania, September 9th, 2024. CEUR Workshop Proceedings 3761, CEUR-WS.org 2024 [contents]
• 
  Valerie Vaquet, Fabian Hinder, Barbara Hammer:
  Investigating the Suitability of Concept Drift Detection for Detecting Leakages in Water Distribution Networks. CoRR abs/2401.01733 (2024)
• 
  Maximilian Muschalik, Fabian Fumagalli, Barbara Hammer, Eyke Hüllermeier:
  Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. CoRR abs/2401.12069 (2024)
• 
  Patrick Kolpaczki, Maximilian Muschalik, Fabian Fumagalli, Barbara Hammer, Eyke Hüllermeier:
  SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification. CoRR abs/2401.13371 (2024)
• 
  Sarah Schröder, Alexander Schulz, Fabian Hinder, Barbara Hammer:
  Semantic Properties of cosine based bias scores for word embeddings. CoRR abs/2401.15499 (2024)
• 
  André Artelt, Shubham Sharma, Freddy Lécué, Barbara Hammer:
  The Effect of Data Poisoning on Counterfactual Explanations. CoRR abs/2402.08290 (2024)
• 
  Tristan Kenneweg, Philip Kenneweg, Barbara Hammer:
  Retrieval Augmented Generation Systems: Automatic Dataset Creation, Evaluation and Boolean Agent Setup. CoRR abs/2403.00820 (2024)

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