Anika Schumann

According to our database, Anika Schumann authored at least 32 papers between 2004 and 2020.

Collaborative distances:

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

2020

From Time Series to Euclidean Spaces: On Spatial Transformations for Temporal Clustering.

Nuno Mota Goncalves, Ioana Giurgiu, Anika Schumann

CoRR, 2020

An Anomaly Detection and Explainability Framework using Convolutional Autoencoders for Data Storage Systems.

Roy Assaf, Ioana Giurgiu, Jonas Pfefferle, Serge Monney, Haris Pozidis, Anika Schumann

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

Explainable Failure Predictions with RNN Classifiers based on Time Series Data.

Ioana Giurgiu, Anika Schumann

CoRR, 2019

Explainable Deep Neural Networks for Multivariate Time Series Predictions.

Roy Assaf, Anika Schumann

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

MTEX-CNN: Multivariate Time Series EXplanations for Predictions with Convolutional Neural Networks.

Roy Assaf, Ioana Giurgiu, Frank Bagehorn, Anika Schumann

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Additive Explanations for Anomalies Detected from Multivariate Temporal Data.

Ioana Giurgiu, Anika Schumann

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2017

Semantic Diagnosis Approach for Buildings.

Joern Ploennigs, Michael Maghella, Anika Schumann, Bei Chen

IEEE Trans. Ind. Informatics, 2017

From Semantic Models to Cognitive Buildings.

Joern Ploennigs, Anika Schumann

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2015

Understanding building operation from semantic context.

Anika Schumann, Joern Ploennigs, Bei Chen

Proceedings of the IECON 2015, 2015

Minimizing User Involvement for Accurate Ontology Matching Problems.

Anika Schumann, Freddy Lécué

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

SPUD - Semantic Processing of Urban Data.

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

J. Web Semant., 2014

Towards automating the deployment of energy saving approaches in buildings.

Anika Schumann, Joern Ploennigs, Bernard Gorman

Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

BEAD - building energy asset discovery tool for automating smart building analytics: demo abstract.

Joern Ploennigs, Bernard Gorman, Niall Brady, Anika Schumann

Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

Adapting Semantic Sensor Networks for Smart Building Diagnosis.

Joern Ploennigs, Anika Schumann, Freddy Lécué

Proceedings of the Semantic Web - ISWC 2014, 2014

Statistical Anomaly Detection in Mean and Variation of Energy Consumption.

Bei Chen, Mathieu Sinn, Joern Ploennigs, Anika Schumann

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Exploiting the Semantic Web for Systems Diagnosis.

Anika Schumann, Freddy Lécué, Joern Ploennigs

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Extending Semantic Sensor Networks for Automatically Tackling Smart Building Problems.

Joern Ploennigs, Anika Schumann, Freddy Lécué

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

2013

Exploiting Generalized Additive Models for Diagnosing Abnormal Energy Use in Buildings.

Joern Ploennigs, Bei Chen, Anika Schumann, Niall Brady

Proceedings of the BuildSys 2013, 2013

2012

A Prototype for Semantic based Diagnosis of Road Traffic Congestions.

Marco Luca Sbodio, Freddy Lécué, Anika Schumann

Proceedings of the ISWC 2012 Posters & Demonstrations Track, 2012

Applying Semantic Web Technologies for Diagnosing Road Traffic Congestions.

Freddy Lécué, Anika Schumann, Marco Luca Sbodio

Proceedings of the Semantic Web - ISWC 2012, 2012

2011

Predicting the Distribution of Thermal Comfort Votes.

Anika Schumann, Nic Wilson

Proceedings of the Modern Approaches in Applied Intelligence, 2011

Adaptable Fault Identification for Smart Buildings.

Anika Schumann, Jer Hayes, Pascal Pompey, Olivier Verscheure

Proceedings of the Artificial Intelligence and Smarter Living: The Conquest of Complexity, 2011

2010

Learning User Preferences to Maximise Occupant Comfort in Office Buildings.

Anika Schumann, Nic Wilson, Mateo Burillo

Proceedings of the Trends in Applied Intelligent Systems, 2010

A Decentralised Symbolic Diagnosis Approach.

Anika Schumann, Yannick Pencolé, Sylvie Thiébaux

Proceedings of the ECAI 2010, 2010

Computing Cost-Optimal Definitely Discriminating Tests.

Anika Schumann, Jinbo Huang, Martin Sachenbacher

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

Computing Optimal Tests for Non-deterministic Systems Using DNNF Graphs.

Anika Schumann, Martin Sachenbacher, Jinbo Huang

Proceedings of Fifth Workshop on Model Based Testing, 2009

Constraint-Based Optimal Testing Using DNNF Graphs.

Anika Schumann, Martin Sachenbacher, Jinbo Huang

Proceedings of the Principles and Practice of Constraint Programming, 2009

2008

Distributed Repair of Nondiagnosability.

Anika Schumann, Wolfgang Mayer, Markus Stumptner

Proceedings of the ECAI 2008, 2008

A Scalable Jointree Algorithm for Diagnosability.

Anika Schumann, Jinbo Huang

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

Scalable Diagnosability Checking of Event-Driven Systems.

Anika Schumann, Yannick Pencolé

Proceedings of the IJCAI 2007, 2007

A Spectrum of Symbolic On-line Diagnosis Approaches.

Anika Schumann, Yannick Pencolé, Sylvie Thiébaux

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2004

Symbolic Models for Diagnosing Discrete-Event Systems.

Anika Schumann, Yannick Pencolé, Sylvie Thiébaux

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004