Anika Schumann  Anika Schumann photo       

contact information

Research Staff Member - Artificial Intelligence
Research Strategist - Cognitive Internet of Things
IBM Research, Zurich, Switzerland
  +41dash44dash724dash80dash72

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Professional Associations

Professional Associations:  Association for the Advancement of Artificial Intelligence (AAAI)


2017

From Semantic Models to Cognitive Buildings
Joern Ploennigs, Anika Schumann
31st American National Conference on Artificial Intelligence (AAAI-17), 2017


2015

Minimizing User Involvement for Accurate Ontology Matching Problems
Anika Schumann, Freddy Lecue
29th American National Conference on Artificial Intelligence (AAAI-15), 2015


2014

Exploiting the Semantic Web for Systems Diagnosis
Anika Schumann, Freddy L\'ecu\'e, Joern Ploennigs
21st European Conference on Artificial Intelligence (ECAI-14), 2014

Statistical anomaly detection in mean and variation of energy consumption
Chen, B, Sinn, M, Ploennigs, J., Schumann, A.
International Conference on Pattern Recognition (ICPR), pp. 3570--3575, 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, pp. 194--195, 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, pp. 164--167, 2014

Adapting semantic sensor networks for smart building diagnosis
Joern Ploennigs, Anika Schumann, Freddy L\'ecu\'e
13th International Semantic Web Conference (ISWC-14), pp. 308--323, 2014

Extending semantic sensor networks for automatically tackling smart building problems
Joern Ploennigs, Anika Schumann, Freddy Lecue
ECAI/PAIS-Eu. Conf. on Artificial Intelligence-Prestigious Applications of Intelligent Systems, 2014

SPUD—Semantic Processing of Urban Data
Spyros Kotoulas, Vanessa Lopez, Raymond Lloyd, Marco Luca Sbodio, Freddy Lecue, Martin Stephenson, Elizabeth Daly, Veli Bicer, Aris Gkoulalas-Divanis, Giusy Di Lorenzo, Anika Schumann, Pol Mac Aonghusa
Web Semantics: Science, Services and Agents on the World Wide Web 24(0), 11 - 17, 2014
The Semantic Web Challenge 2012


2013

Exploiting generalized additive models for diagnosing abnormal energy use in buildings
Joern Ploennigs, Bei Chen, Anika Schumann, Niall Brady
Proceedings of the 5th ACM Workshop on Embedded Systems For Energy-Efficient Buildings, pp. 1--8, 2013


2012


A Prototype for Semantic based Diagnosis of Road Traffic Congestions
Marco Luca Sbodio, Freddy Lecue, Anika Schumann
11th International Semantic Web Conference ISWC 2012, pp. 57

Applying Semantic Web Technologies for Diagnosing Road Traffic Congestions
Freddy Lecue, Anika Schumann, Marco Luca Sbodio
In Proceedings of the 11th International Semantic Web Conference (ISWC 2012), pp. 114--130, Springer


2011

Adaptable Fault Identification for Smart Buildings
Anika Schumann, Jer Hayes, Pascal Pompey, Olivier Verscheure
Artificial Intelligence and Smarter Living: The Conquest of Complexity, Papers from the 2011 AAAI Workshop, San Francisco, California, USA, August 8, 2011

Predicting the Distribution of Thermal Comfort Votes
Anika Schumann, and Nic Wilson
24th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA-AIE-11), 2011


2010

Learning User Preferences to Maximise Occupant Comfort in Office Buildings
Anika Schumann, Nic Wilson and Mateo Burillo
23th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA-AIE-10), 2010

Predicting the desired thermal comfort conditions for shared offices
Anika Schumann, Mateo Burillo and Nic Wilson
International Conference on Computing in Civil and Building Engineering (ICCCBE-10), 2010

Computation of Cost-Optimal Definitely Distinguishing Tests
Anika Schumann, Jinbo Huang and Martin Sachenbacher
24th American National Conference on Artificial Intelligence (AAAI-10), 2010

A Decentralised Symbolic Diagnosis Approach
Anika Schumann, Yannick Pencole and Sylvie Thiebaux
19th European Conference on Artificial Intelligence (ECAI-10), 2010


2009

Constraint-Based Optimal Testing Using DNNF Graphs
Anika Schumann, Martin Sachenbacher and Jinbo Huang
15th International Conference on Principles and Practice of Constraint Programming (CP-09), Lisbon (Portugal), 2009


2008

A Scalable Jointree Algorithm for Diagnosability
Anika Schumann, and Jinbo Huang
23rd American National Conference on Artificial Intelligence (AAAI-08), 2008

Distributed Repair of Nondiagnosability
Anika Schumann, Wolfgang Mayer and Markus Stumptner
18th European Conference on Artificial Intelligence (ECAI-08), 2008


2007

Scalable Diagnosability Checking of Event-driven Systems
Anika Schumann, and Yannick Pencole
20th International Joint Conference on Artificial Intelligence (IJCAI-07), pp. 575--580, 2007

A Spectrum of Symbolic On-line Diagnosis Approaches
Anika Schumann, Yannick Pencole, and Sylvie Thiebaux
22nd American National Conference on Artificial Intelligence (AAAI-07), 2007


2006

Towards Low-cost Diagnosis of Component-based Systems
Yannick Pencole, Dmitry Kamenetsky and Anika Schumann
6th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes (SAFEPROCESS-06), 2006

Efficient On-line Failure Identification for Discrete-event Systems
Anika Schumann, and Yannick Pencole
6th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes (SAFEPROCESS-06), 2006


2004

Symbolic Models for Diagnosing Discrete-Event Systems
Anika Schumann, Yannick Pencole and Sylvie Thiebaux
16th European Conference on Artificial Intelligence (ECAI-04), 2004