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Daniel Gillblad
Observed names:
D. Gillblad,
Gillblad, Daniel
Institutions:
AI Sweden,
Chalmers University of Technology
Observed institutions:
Ericsson (Sweden),
RISE Research Institutes of Sweden,
AI Sweden,
Swedish Institute of Computer Science,
Chalmers University of Technology
ORCID:
0000-0001-8952-3542
Observed ORCID:
0000-0001-8952-3542
OpenAlex ID:
A5068280922
Discovering Process Models from Unlabelled Event Logs
2009
·
Diogo R. Ferreira
, Daniel Gillblad
·
Lecture notes in computer science
·
128
Integrated AI and Innovation Management: The Beginning of a Beautiful Friendship
2020
·
Nina Bozic Yams
, Valerie Richardson
, et al.
·
Technology Innovation Management Review
·
70
Specialized federated learning using a mixture of experts
2020
·
Zec, Edvin Listo
, Mogren, Olof
, et al.
·
arXiv (Cornell University)
·
37
PDF
Predicting Swedish Elections with Twitter: A Case for Stochastic Link Structure Analysis
2015
·
Nima Dokoohaki
, Filippia Zikou
, et al.
·
IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)
·
35
Predicting service metrics for cluster-based services using real-time analytics
2015
·
Rerngvit Yanggratoke
, Jawwad Ahmed
, et al.
·
International Conference on Network and Service Management (CNSM)
·
32
Predicting real-time service-level metrics from device statistics
2015
·
Rerngvit Yanggratoke
, Jawwad Ahmed
, et al.
·
IFIP/IEEE International Symposium on Integrated Network Management (IM)
·
27
Toward decentralized probabilistic management
2011
·
Alberto Prieto
, Daniel Gillblad
, et al.
·
IEEE Communications Magazine
·
24
Long-Term Adaptation and Distributed Detection of Local Network Changes
2010
·
Rebecca Steinert
, Daniel Gillblad
·
Globecom
·
22
A service‐agnostic method for predicting service metrics in real time
2017
·
Rerngvit Yanggratoke
, Jawwad Ahmed
, et al.
·
International Journal of Network Management
·
18
Learning machines in Internet-delivered psychological treatment
2019
·
Magnus Boman
, Fehmi Ben Abdesslem
, et al.
·
Progress in Artificial Intelligence
·
17
PDF
Adaptive Expert Models for Federated Learning
2023
·
Martin Isaksson
, Edvin Listo Zec
, et al.
·
Lecture notes in computer science
·
14
PDF
Intelligent data-intensive IoT: A survey
2016
·
Bin Xiao
, Rahim Rahmani
, et al.
·
IEEE International Conference on Computer and Communications (ICCC)
·
13
Towards Distributed and Adaptive Detection and Localisation of Network Faults
2010
·
Rebecca Steinert
, Daniel Gillblad
·
International Conference on Internet and Web Applications and Services
·
12
Advancing MLOps from Ad hoc to Kaizen
2023
·
Meenu Mary John
, Daniel Gillblad
, et al.
·
Euromicro Conference on Software Engineering and Advanced Applications (SEAA)
·
10
Fault Diagnosis of Heavy Duty Machines : Automatic Transmission Clutches
2014
·
Tomas Olsson
, Elisabeth Källström
, et al.
·
DiVA (Luleå University of Technology)
·
10
Exploring Trade-Offs in MLOps Adoption
2023
·
Meenu Mary John
, Helena Holmström Olsson
, et al.
·
Asia-Pacific Software Engineering Conference (APSEC)
·
9
Exploring communication and mobility behavior of 3G network users and its temporal consistency
2015
·
Andrea Hess
, Ian Marsh
, et al.
·
International Conference on Communications
·
9
Case-Based Reasoning for Explaining Probabilistic Machine Learning
2014
·
Tomas Olsson
, Daniel Gillblad
, et al.
·
International Journal of Computer Science and Information Technology
·
9
PDF
Estimating the Parameters of Randomly Interleaved Markov Models
2009
·
Daniel Gillblad
, Rebecca Steinert
, et al.
·
IEEE ... International Conference on Data Mining workshops
·
9
Adversarial representation learning for synthetic replacement of private attributes
2021
·
John Martinsson
, Edvin Listo Zec
, et al.
·
IEEE International Conference on Big Data (BigData)
·
8
PDF
Federated learning using mixture of experts
2021
·
Edvin Listo Zec
, John Martinsson
, et al.
·
arXiv (Cornell University)
·
8
Explaining Probabilistic Fault Diagnosis and Classification Using Case-Based Reasoning
2014
·
Tomas Olsson
, Daniel Gillblad
, et al.
·
Lecture notes in computer science
·
8
Fault-tolerant incremental diagnosis with limited historical data
2008
·
Daniel Gillblad
, Rebecca Steinert
, et al.
·
International Conference on Prognostics and Health Management (PHM)
·
7
A Distributed Spatio-Temporal Event Correlation Protocol for Multi-Layer Virtual Networks
2011
·
R. Steinert
, S. Gestrelius
, et al.
·
Globecom
·
6
On Practical machine Learning and Data Analysis
2008
·
Daniel Gillblad
·
KTH Publication Database DiVA (KTH Royal Institute of Technology)
·
5
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Works count:
65
Citation count:
612
H-index:
12
I10-index:
15
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