Daniel Gillblad

CoRR, 2023

Advancing MLOps from Ad hoc to Kaizen.

[BibT_eX]

[DOI]

Meenu Mary John

Helena Holmström Olsson

Jan Bosch

Proceedings of the 49th Euromicro Conference on Software Engineering and Advanced Applications, 2023

Exploring Trade-Offs in MLOps Adoption.

[BibT_eX]

[DOI]

Meenu Mary John

Helena Holmström Olsson

Jan Bosch

Proceedings of the 30th Asia-Pacific Software Engineering Conference, 2023

2022

Adaptive Expert Models for Personalization in Federated Learning.

[BibT_eX]

[DOI]

Sarunas Girdzijauskas

CoRR, 2022

Adaptive Expert Models for Federated Learning.

[BibT_eX]

[DOI]

Sarunas Girdzijauskas

Proceedings of the Trustworthy Federated Learning - First International Workshop, 2022

2021

Adversarial representation learning for synthetic replacement of private attributes.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Federated learning using a mixture of experts.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Learning machines in Internet-delivered psychological treatment.

[BibT_eX]

[DOI]

Prog. Artif. Intell., 2019

2018

A service-agnostic method for predicting service metrics in real time.

[BibT_eX]

[DOI]

Int. J. Netw. Manag., 2018

Distributed dynamic load balancing with applications in radio access networks.

[BibT_eX]

[DOI]

Int. J. Netw. Manag., 2018

Streaming word similarity mining on the cheap.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Learning Machines.

[BibT_eX]

[DOI]

Proceedings of the 2018 AAAI Spring Symposia, 2018

2017

Domain-agnostic discovery of similarities and concepts at scale.

[BibT_eX]

[DOI]

Theodore Vasiloudis

Knowl. Inf. Syst., 2017

2015

Autonomous Load Balancing of Heterogeneous Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE 81st Vehicular Technology Conference, 2015

A platform for predicting real-time service-level metrics from device statistics.

[BibT_eX]

[DOI]

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

Predicting real-time service-level metrics from device statistics.

[BibT_eX]

[DOI]

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

Knowing an Object by the Company it Keeps: A Domain-Agnostic Scheme for Similarity Discovery.

[BibT_eX]

[DOI]

Theodore Vasiloudis

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Exploring communication and mobility behavior of 3G network users and its temporal consistency.

[BibT_eX]

[DOI]

Andrea Hess

Ian Marsh

Proceedings of the 2015 IEEE International Conference on Communications, 2015

Predicting service metrics for cluster-based services using real-time analytics.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Network and Service Management, 2015

Predicting Swedish Elections with Twitter: A Case for Stochastic Link Structure Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014

Explaining Probabilistic Fault Diagnosis and Classification Using Case-Based Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2014

Learning machines for computational epidemiology.

[BibT_eX]

[DOI]

Magnus Boman

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013

<i>zCap</i>: a zero configuration adaptive paging and mobility management mechanism.

[BibT_eX]

[DOI]

Per Kreuger

Åke Arvidsson

Int. J. Netw. Manag., 2013

Autonomous accident monitoring using cellular network data.

[BibT_eX]

[DOI]

Per Kreuger

Proceedings of the 10th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2013

2012

Zero Configuration Adaptive Paging (zCap).

[BibT_eX]

[DOI]

Per Kreuger

Åke Arvidsson

Proceedings of the 76th IEEE Vehicular Technology Conference, 2012

Performance evaluation of a distributed and probabilistic network monitoring approach.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Network and Service Management, 2012

2011

Toward decentralized probabilistic management.

[BibT_eX]

[DOI]

Alberto Gonzalez Prieto

Avi Miron

IEEE Commun. Mag., 2011

A Distributed Spatio-Temporal Event Correlation Protocol for Multi-Layer Virtual Networks.

[BibT_eX]

[DOI]

S. Gestrelius

Proceedings of the Global Communications Conference, 2011

Translation of probabilistic QoS in hierarchical and decentralized settings.

[BibT_eX]

[DOI]

Björn Bjurling

Proceedings of the 13th Asia-Pacific Network Operations and Management Symposium, 2011

Managing Networks.

[BibT_eX]

[DOI]

Alberto Gonzalez Prieto

Proceedings of the Architecture and Design for the Future Internet: 4WARD Project, 2011

2010

Long-Term Adaptation and Distributed Detection of Local Network Changes.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2010

Towards Distributed and Adaptive Detection and Localisation of Network Faults.

[BibT_eX]

[DOI]

Proceedings of the Sixth Advanced International Conference on Telecommunications, 2010

2009

Estimating the Parameters of Randomly Interleaved Markov Models.

[BibT_eX]

[DOI]

Diogo R. Ferreira

Proceedings of the ICDM Workshops 2009, 2009

Discovering Process Models from Unlabelled Event Logs.

[BibT_eX]

[DOI]

Diogo R. Ferreira

Proceedings of the Business Process Management, 7th International Conference, 2009

2008

On practical machine learning and data analysis.

[BibT_eX]

[DOI]

PhD thesis, 2008

2005

Emulating Process Simulators with Learning Systems.

[BibT_eX]

[DOI]

Anders Holst

Björn Levin

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

2001

Dependency Derivation in Industrial Process Data.

[BibT_eX]

[DOI]