Publications

Article

Gonzalez Prieto, Alberto and Gillblad, Daniel and Steinert, Rebecca and Miron, Avi (2011) Towards Decentralized Probabilistic Management. IEEE Communications Magazine, 49 (7). pp. 80-86. ISSN 0163-6804

Holst, Anders and Ekman, Jan and Gillblad, Daniel (2004) Deviation detection of industrial processes. ERCIM News (56). pp. 13-14.

Gillblad, Daniel and Holst, Anders (2002) Finding dependencies in industrial process data. ERCIM News (50).

Book Section

Gillblad, Daniel and Holst, Anders (2008) Finding dependencies and delays in measured data. In: Use of Modeling and Simulation in Pulp and Paper Industry. COST. ISBN 978-91-977493-0-5

Gillblad, Daniel and Holst, Anders (2008) Mixture models, graphical models, and hierarchical combinations. In: Use of Modeling and Simulation in Pulp and Paper Industry. COST. ISBN 978-91-977493-0-5

Gillblad, Daniel and Holst, Anders and Levin, Björn (2005) Emulating first principles process simulators with learning systems. In: Artificial Neural Networks: Formal Models and Their Applications - ICANN 2005. Lecture Notes on Computer Science (3697). Springer, Germany, pp. 377-382. ISBN 3 540 28755 8

Gillblad, Daniel and Holst, Anders (2004) Sales prediction with marketing data integration for supply chains. In: E-Manufacturing: Business Paradigms and Supporting Technologies. Springer Verlag, Germany. ISBN 1 402076 54 1

Ferreira, J.J. P. and Antunes, N.S. and Rabelo, R.J. and Klen, Alexandra Pereira and Gillblad, Daniel (2003) Dynamic Forecasting for Master Production Planning with Stock and Capacity Constraints. In: E-Business Applications. Springer Verlag, Germany. ISBN 3 540436 63 4

Conference or Workshop Item

Steinert, Rebecca and Gestrelius, Sara and Gillblad, Daniel (2011) A Distributed Spatio-Temporal Event Correlation Protocol for Multi-Layer Virtual Networks. In: Globcom 2011.

Bjurling, Björn and Steinert, Rebecca and Gillblad, Daniel (2011) Translation of Probabilistic QoS in a Decentralized Hierarchical Setting. In: 13th Symposium of APNOMS 2011.

Steinert, Rebecca and Gillblad, Daniel (2010) Long-term adaptation and distributed detection of local network changes. In: IEEE Global Telecommunications Conference GLOBECOM 2010, 6-10 December 2010, Miami, FL, USA.

Steinert, Rebecca and Gillblad, Daniel (2010) Towards Distributed and Adaptive Detection and Localisation of Network Faults. In: 2010 Sixth Advanced International Conference on Telecommunications, 9-15 May 2010, Barcelona, Spain.

Gillblad, Daniel and Ferreira, Diogo and Steinert, Rebecca (2009) Estimating the Parameters of Randomly Interleaved Markov Models. In: 2009 International Conference on Data Mining Workshops, 6-9 Dec 2009, Miami, Florida.

Ferreira, Diogo and Gillblad, Daniel (2009) On the Discovery of Process Models from Unlabelled Event Logs. In: BPM 2009, 7-10 Sept 2009, Ulm, Germany.

Gillblad, Daniel and Steinert, Rebecca and Holst, Anders (2008) Fault-tolerant incremental diagnosis with limited historical data. In: International Conference on Prognostics and Health Management 2008 (PHM'08), 6-9 October 2008, Denver, Colorado, USA.

Gillblad, Daniel and Holst, Anders (2006) Incremental diagnosis with limited historical data. In: COMADEM (Condition Monitoring and Diagnostic Engineering Management) 2006: proceedings, 12-15 June 2006, Luleå, Sweden.

Gillblad, Daniel and Kreuger, Per and Rudström, Åsa and Levin, Björn (2005) Data Preparation in Complex Industrial Systems. In: Condition Monitoring and Diagnostic Engineering Management (COMADEM 2005), August 2005, Cranfield University, Cranfield, UK.

Gillblad, Daniel and Holst, Anders (2004) A brief introduction to hierarchical graph mixtures. In: SAIS-SSLS Joint Workshop, Lund, Sweden.

Gillblad, Daniel and Holst, Anders and Levin, Björn and Aronsson, Martin (2003) An English butler for complex industrial systems. In: Condition Monitoring and Diagnostic Engineering Management (COMADEM 2003) Proceedings of the 16th Annual Conference, 27-29 Aug 2003, Växjö, Sweden.

Gillblad, Daniel and Holst, Anders (2002) Sales prediction with marketing data integration for supply chains. In: Proceedings of the 18th International Conference on CAD/CAM, robotics and Factories of the Future, Vol. 1, July 2002, Porto, Portugal.

Gillblad, Daniel and Holst, Anders (2001) Dependency derivation in industrial process data. In: 2001 International Conference on Data Mining, 29 Nov - 2 Dec 2001, San Jose, California, USA.

SICS Report

Steinert, Rebecca and Gillblad, Daniel (2009) Distributed detection of latency shifts in networks. [SICS Report]

Steinert, Rebecca and Gillblad, Daniel (2009) An initial approach to distributed adaptive fault-handling in networked systems. [SICS Report]

Gillblad, Daniel and Holst, Anders and Steinert, Rebecca (2006) Fault-tolerant incremental diagnosis with limited historical data. [SICS Report]

Gillblad, Daniel and Kreuger, Per and Levin, Björn and Rudström, Åsa (2005) Preparation and analysis of multiple source industrial process data. [SICS Report]

Gillblad, Daniel and Holst, Anders and Levin, Björn and Gudmundsson, Magnus (2005) Approximating process simulators with learning systems. [SICS Report]

Gillblad, Daniel and Holst, Anders and Kreuger, Per and Levin, Björn (2004) The gmdl Modeling and Analysis System. [SICS Report]

Thesis

Gillblad, Daniel (2008) On Practical machine Learning and Data Analysis. Doctoral thesis, KTH.