Anika Schumann

Publication Activity (10 Years)

Years Active: 2004-2020
Publications (10 Years): 8

Top Topics

Energy Consumption

Multivariate Time Series

Top Venues

BuildSys@SenSys

Publications

Roy Assaf, Ioana Giurgiu, Jonas Pfefferle, Serge Monney, Haris Pozidis, Anika Schumann
An Anomaly Detection and Explainability Framework using Convolutional Autoencoders for Data Storage Systems. IJCAI (2020)
Nuno Mota Goncalves, Ioana Giurgiu, Anika Schumann
From Time Series to Euclidean Spaces: On Spatial Transformations for Temporal Clustering. CoRR (2020)
Ioana Giurgiu, Anika Schumann
Explainable Failure Predictions with RNN Classifiers based on Time Series Data. CoRR (2019)
Ioana Giurgiu, Anika Schumann
Additive Explanations for Anomalies Detected from Multivariate Temporal Data. CIKM (2019)
Roy Assaf, Anika Schumann
Explainable Deep Neural Networks for Multivariate Time Series Predictions. IJCAI (2019)
Roy Assaf, Ioana Giurgiu, Frank Bagehorn, Anika Schumann
MTEX-CNN: Multivariate Time Series EXplanations for Predictions with Convolutional Neural Networks. ICDM (2019)
Joern Ploennigs, Anika Schumann
From Semantic Models to Cognitive Buildings. AAAI (2017)
Joern Ploennigs, Michael Maghella, Anika Schumann, Bei Chen
Semantic Diagnosis Approach for Buildings. IEEE Trans. Ind. Informatics 13 (6) (2017)
Anika Schumann, Joern Ploennigs, Bei Chen
Understanding building operation from semantic context. IECON (2015)
Anika Schumann, Freddy Lécué
Minimizing User Involvement for Accurate Ontology Matching Problems. AAAI (2015)
Anika Schumann, Joern Ploennigs, Bernard Gorman
Towards automating the deployment of energy saving approaches in buildings. BuildSys@SenSys (2014)
Joern Ploennigs, Anika Schumann, Freddy Lécué
Adapting Semantic Sensor Networks for Smart Building Diagnosis. ISWC (2) (2014)
Spyros Kotoulas, Vanessa López, Raymond Lloyd, Marco Luca Sbodio, Freddy Lécué, Martin Stephenson, Elizabeth M. Daly, Veli Bicer, Aris Gkoulalas-Divanis, Giusy Di Lorenzo, Anika Schumann, Pol Mac Aonghusa
SPUD - Semantic Processing of Urban Data. J. Web Semant. 24 (2014)
Joern Ploennigs, Anika Schumann, Freddy Lécué
Extending Semantic Sensor Networks for Automatically Tackling Smart Building Problems. ECAI (2014)
Anika Schumann, Freddy Lécué, Joern Ploennigs
Exploiting the Semantic Web for Systems Diagnosis. ECAI (2014)
Joern Ploennigs, Bernard Gorman, Niall Brady, Anika Schumann
BEAD - building energy asset discovery tool for automating smart building analytics: demo abstract. BuildSys@SenSys (2014)
Bei Chen, Mathieu Sinn, Joern Ploennigs, Anika Schumann
Statistical Anomaly Detection in Mean and Variation of Energy Consumption. ICPR (2014)
Joern Ploennigs, Bei Chen, Anika Schumann, Niall Brady
Exploiting Generalized Additive Models for Diagnosing Abnormal Energy Use in Buildings. BuildSys@SenSys (2013)
Marco Luca Sbodio, Freddy Lécué, Anika Schumann
A Prototype for Semantic based Diagnosis of Road Traffic Congestions. ISWC (Posters & Demos) (2012)
Freddy Lécué, Anika Schumann, Marco Luca Sbodio
Applying Semantic Web Technologies for Diagnosing Road Traffic Congestions. ISWC (2) (2012)
Anika Schumann, Jer Hayes, Pascal Pompey, Olivier Verscheure
Adaptable Fault Identification for Smart Buildings. Artificial Intelligence and Smarter Living (2011)
Anika Schumann, Nic Wilson
Predicting the Distribution of Thermal Comfort Votes. IEA/AIE (2) (2011)
Anika Schumann, Jinbo Huang, Martin Sachenbacher
Computing Cost-Optimal Definitely Discriminating Tests. AAAI (2010)
Anika Schumann, Nic Wilson, Mateo Burillo
Learning User Preferences to Maximise Occupant Comfort in Office Buildings. IEA/AIE (1) (2010)
Anika Schumann, Yannick Pencolé, Sylvie Thiébaux
A Decentralised Symbolic Diagnosis Approach. ECAI (2010)
Anika Schumann, Martin Sachenbacher, Jinbo Huang
Constraint-Based Optimal Testing Using DNNF Graphs. CP (2009)
Anika Schumann, Martin Sachenbacher, Jinbo Huang
Computing Optimal Tests for Non-deterministic Systems Using DNNF Graphs. Electron. Notes Theor. Comput. Sci. 253 (2) (2009)
Anika Schumann, Wolfgang Mayer, Markus Stumptner
Distributed Repair of Nondiagnosability. ECAI (2008)
Anika Schumann, Jinbo Huang
A Scalable Jointree Algorithm for Diagnosability. AAAI (2008)
Anika Schumann, Yannick Pencolé
Scalable Diagnosability Checking of Event-Driven Systems. IJCAI (2007)
Anika Schumann, Yannick Pencolé, Sylvie Thiébaux
A Spectrum of Symbolic On-line Diagnosis Approaches. AAAI (2007)
Anika Schumann, Yannick Pencolé, Sylvie Thiébaux
Symbolic Models for Diagnosing Discrete-Event Systems. ECAI (2004)