Anika Schumann

33 papers A* 9A 7B 1C 1Journal 4Unranked 10

Year	Rank	Type	Title / Venue / Authors
2020	A*	`conf`	An Anomaly Detection and Explainability Framework using Convolutional Autoencoders for Data Storage Systems. IJCAI Roy Assaf, Ioana Giurgiu, Jonas Pfefferle, Serge Monney, Haris Pozidis, Anika Schumann
2020	J	`jnl`	From Time Series to Euclidean Spaces: On Spatial Transformations for Temporal Clustering. CoRR Nuno Mota Goncalves, Ioana Giurgiu, Anika Schumann
2019	A	`conf`	Additive Explanations for Anomalies Detected from Multivariate Temporal Data. CIKM Ioana Giurgiu, Anika Schumann
2019	A*	`conf`	Explainable Deep Neural Networks for Multivariate Time Series Predictions. IJCAI Roy Assaf, Anika Schumann
2019	J	`jnl`	Explainable Failure Predictions with RNN Classifiers based on Time Series Data. CoRR Ioana Giurgiu, Anika Schumann
2019	A*	`conf`	MTEX-CNN: Multivariate Time Series EXplanations for Predictions with Convolutional Neural Networks. ICDM Roy Assaf, Ioana Giurgiu, Frank Bagehorn, Anika Schumann
2017	A*	`conf`	From Semantic Models to Cognitive Buildings. AAAI Joern Ploennigs, Anika Schumann
2017	J	`jnl`	Semantic Diagnosis Approach for Buildings. IEEE Trans. Ind. Informatics Joern Ploennigs, Michael Maghella, Anika Schumann, Bei Chen
2015	A*	`conf`	Minimizing User Involvement for Accurate Ontology Matching Problems. AAAI Anika Schumann, Freddy Lécué
2015	C	`conf`	Understanding building operation from semantic context. IECON Anika Schumann, Joern Ploennigs, Bei Chen
2014	—	`conf`	Adapting Semantic Sensor Networks for Smart Building Diagnosis. ISWC (2) Joern Ploennigs, Anika Schumann, Freddy Lécué
2014	—	`conf`	BEAD - building energy asset discovery tool for automating smart building analytics: demo abstract. BuildSys Joern Ploennigs, Bernard Gorman, Niall Brady, Anika Schumann
2014	A	`conf`	Exploiting the Semantic Web for Systems Diagnosis. ECAI Anika Schumann, Freddy Lécué, Joern Ploennigs
2014	A	`conf`	Extending Semantic Sensor Networks for Automatically Tackling Smart Building Problems. ECAI Joern Ploennigs, Anika Schumann, Freddy Lécué
2014	J	`jnl`	SPUD - Semantic Processing of Urban Data. J. Web Semant. 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
2014	B	`conf`	Statistical Anomaly Detection in Mean and Variation of Energy Consumption. ICPR Bei Chen, Mathieu Sinn, Joern Ploennigs, Anika Schumann
2014	—	`conf`	Towards automating the deployment of energy saving approaches in buildings. BuildSys Anika Schumann, Joern Ploennigs, Bernard Gorman
2013	—	`conf`	Exploiting Generalized Additive Models for Diagnosing Abnormal Energy Use in Buildings. BuildSys@SenSys Joern Ploennigs, Bei Chen, Anika Schumann, Niall Brady
2013	—	`ed.`	Joint Proceedings of the Workshop on AI Problems and Approaches for Intelligent Environments and Workshop on Semantic Cities, AIIP/Semantic Cities@IJCAI 2013, Beijing, China, August 4-5, 2013 AIIP/Semantic Cities@IJCAI Sebastian Bader, Anika Schumann, Stephan Sigg, Freddy Lécué, Biplav Srivastava, Zaiqing Nie, Christian Guttmann
2012	—	`conf`	A Prototype for Semantic based Diagnosis of Road Traffic Congestions. ISWC (Posters & Demos) Marco Luca Sbodio, Freddy Lécué, Anika Schumann
2012	—	`conf`	Applying Semantic Web Technologies for Diagnosing Road Traffic Congestions. ISWC (2) Freddy Lécué, Anika Schumann, Marco Luca Sbodio
2011	—	`conf`	Adaptable Fault Identification for Smart Buildings. Artificial Intelligence and Smarter Living Anika Schumann, Jer Hayes, Pascal Pompey, Olivier Verscheure
2011	—	`conf`	Predicting the Distribution of Thermal Comfort Votes. IEA/AIE (2) Anika Schumann, Nic Wilson
2010	A	`conf`	A Decentralised Symbolic Diagnosis Approach. ECAI Anika Schumann, Yannick Pencolé, Sylvie Thiébaux
2010	A*	`conf`	Computing Cost-Optimal Definitely Discriminating Tests. AAAI Anika Schumann, Jinbo Huang, Martin Sachenbacher
2010	—	`conf`	Learning User Preferences to Maximise Occupant Comfort in Office Buildings. IEA/AIE (1) Anika Schumann, Nic Wilson, Mateo Burillo
2009	—	`conf`	Computing Optimal Tests for Non-deterministic Systems Using DNNF Graphs. MBT@ETAPS Anika Schumann, Martin Sachenbacher, Jinbo Huang
2009	A	`conf`	Constraint-Based Optimal Testing Using DNNF Graphs. CP Anika Schumann, Martin Sachenbacher, Jinbo Huang
2008	A*	`conf`	A Scalable Jointree Algorithm for Diagnosability. AAAI Anika Schumann, Jinbo Huang
2008	A	`conf`	Distributed Repair of Nondiagnosability. ECAI Anika Schumann, Wolfgang Mayer, Markus Stumptner
2007	A*	`conf`	A Spectrum of Symbolic On-line Diagnosis Approaches. AAAI Anika Schumann, Yannick Pencolé, Sylvie Thiébaux
2007	A*	`conf`	Scalable Diagnosability Checking of Event-Driven Systems. IJCAI Anika Schumann, Yannick Pencolé
2004	A	`conf`	Symbolic Models for Diagnosing Discrete-Event Systems. ECAI Anika Schumann, Yannick Pencolé, Sylvie Thiébaux