Daniel Gillblad
Projects
Publications
Number of items: 43.

Article

Görnerup, Olof and Gillblad, Daniel and Vasiloudis, Theodore (2016) Domain-Agnostic Discovery of Similarities and Concepts at Scale. Knowledge and Information Systems . (In Press)

Olsson, Tomas and Gillblad, Daniel and Funk, Peter and Xiong, Ning (2014) Case-Based Reasoning for Explaining Probabilistic Machine Learning. International Journal of Computer Science and Information Technology, 6 (2). pp. 87-101.

Kreuger, Per and Gillblad, Daniel and Arvidsson, Åke (2013) zCap: a zero configuration adaptive paging and mobility management mechanism. International Journal of Network Management (23). pp. 235-258. ISSN 1099-1190

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

Kreuger, Per and Görnerup, Olof and Gillblad, Daniel and Lundborg, Tomas and Corcoran, Diarmuid and Ermedahl, Andreas (2015) Autonomous load balancing of heterogeneous networks. In: VTC2015 Spring, 11-14 May 2015, Glasgow, Scotland.

Görnerup, Olof and Gillblad, Daniel and Vasiloudis, Theodore (2015) Knowing an Object by the Company It Keeps: A Domain-Agnostic Scheme for Similarity Discovery. In: IEEE International Conference on Data Mining (ICDM), 14-17 Nov 2015, Atlantic City, New Jersey, USA.

Olsson, Tomas and Källström, Elisabeth and Gillblad, Daniel and Funk, Peter and Lindström, John and Håkansson, Lars and Lundin, Joakim and Svensson, Magnus and Larsson, Jonas (2014) Fault Diagnosis of Heavy Duty Machines: Automatic Transmission Clutches. In: Workshop on Synergies between CBR and Data Mining at 22nd International Conference on Case-Based Reasoning, Cork. (In Press)

Olsson, Tomas and Gillblad, Daniel and Funk, Peter and Xiong, Ning (2014) Explaining Probabilistic Fault Diagnosis and Classification using Case-based Reasoning. In: 22nd International Conference on Case-Based Reasoning. (In Press)

Boman, Magnus and Gillblad, Daniel (2014) Learning machines for computational epidemiology. In: IEEE Big Data Workshop on Computational Epidemiology, Washington DC.

Görnerup, Olof and Kreuger, Per and Gillblad, Daniel (2013) Autonomous Accident Monitoring Using Cellular Network Data. In: 10th International Conference on Information Systems for Crisis Response and Management (ISCRAM), 12-15 May. (In Press)

Steinert, Rebecca and Gillblad, Daniel (2012) Performance Evaluation of a Distributed and Probabilistic Network Monitoring Approach. In: International Conference on Network and Service Management, 22-26 October 2012, Las Vegas, Nevada, USA.

Kreuger, Per and Gillblad, Daniel and Arvidsson, Åke (2012) Zero configuration adaptive paging (zCap). In: IEEE 76th Veh. Technol. Conf., 3-6 Sept 2012, Québec, Canada.

Steinert, Rebecca and Gillblad, Daniel (2012) Performance evaluation of a distributed and probabilistic network monitoring approach. In: Network and service management (cnsm), 2012 8th international conference and 2012 workshop on systems virtualization management (svm).

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.

Patent

Ericsson AB (2015) Methods, Nodes and system for enabling redistribution of cell load. WO 2015/199591 A1.

Ericsson AB (2011) Tracking user terminals in a mobile communication network. PCT/EP2011/060090.

SICS Report

Yanggratoke, Rerngvit and Ahmed, Jawwad and Ardelius, John and Flinta, Christofer and Johnsson, Andreas (Ericsson Research) and Gillblad, Daniel and Stadler, Rolf (2014) Predicting Real-time Service-level Metrics from Device Statistics. [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.

This list was generated on Mon Sep 25 19:38:19 2017 CEST.
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