| Discovering process models from unlabelled event logs DR Ferreira, D Gillblad Business Process Management: 7th International Conference, BPM 2009, Ulm …, 2009 | 167 | 2009 |
| Predicting service metrics for cluster-based services using real-time analytics R Yanggratoke, J Ahmed, J Ardelius, C Flinta, A Johnsson, D Gillblad, ... 2015 11th International Conference on Network and Service Management (CNSM …, 2015 | 52 | 2015 |
| Integrated AI and innovation management: the beginning of a beautiful friendship NB Yams, V Richardson, GE Shubina, S Albrecht, D Gillblad Technology Innovation Management Review 10 (11), 2020 | 49 | 2020 |
| Predicting swedish elections with twitter: A case for stochastic link structure analysis N Dokoohaki, F Zikou, D Gillblad, M Matskin Proceedings of the 2015 IEEE/ACM International Conference on Advances in …, 2015 | 44 | 2015 |
| Predicting real-time service-level metrics from device statistics R Yanggratoke, J Ahmed, J Ardelius, C Flinta, A Johnsson, D Gillblad, ... 2015 IFIP/IEEE International Symposium on Integrated Network Management (IM …, 2015 | 44 | 2015 |
| Toward decentralized probabilistic management AG Prieto, D Gillblad, R Steinert, A Miron IEEE Communications Magazine 49 (7), 80-86, 2011 | 27 | 2011 |
| Long-term adaptation and distributed detection of local network changes R Steinert, D Gillblad 2010 IEEE Global Telecommunications Conference GLOBECOM 2010, 1-5, 2010 | 23 | 2010 |
| Learning machines in Internet-delivered psychological treatment M Boman, F Ben Abdesslem, E Forsell, D Gillblad, O Görnerup, ... Progress in Artificial Intelligence 8, 475-485, 2019 | 21 | 2019 |
| Case-based reasoning for explaining probabilistic machine learning T Olsson, D Gillblad, P Funk, N Xiong International Journal of Computer Science and Information Technology 6, 87-101, 2014 | 20 | 2014 |
| A service‐agnostic method for predicting service metrics in real time R Yanggratoke, J Ahmed, J Ardelius, C Flinta, A Johnsson, D Gillblad, ... International Journal of Network Management 28 (2), e1991, 2018 | 18 | 2018 |
| Federated learning using mixture of experts EL Zec, J Martinsson, O Mogren, LR Sütfeld, D Gillblad | 16 | 2020 |
| Exploring communication and mobility behavior of 3G network users and its temporal consistency A Hess, I Marsh, D Gillblad 2015 IEEE international conference on communications (ICC), 5916-5921, 2015 | 16 | 2015 |
| Specialized federated learning using a mixture of experts EL Zec, O Mogren, J Martinsson, LR Sütfeld, D Gillblad arXiv preprint arXiv:2010.02056, 2020 | 13 | 2020 |
| Fault diagnosis of heavy duty machines: Automatic transmission clutches T Olsson, E Källström, D Gillblad, P Funk, J Lindström, L Håkansson, ... International Conference on Case-Based Reasoning: Workshop on Synergies …, 2014 | 13 | 2014 |
| Adversarial representation learning for synthetic replacement of private attributes OM John Martinsson, Edvin Listo Zec, Daniel Gillblad IEEE BigData, 2021 | 12* | 2021 |
| Intelligent data-intensive IoT: A survey B Xiao, R Rahmani, Y Li, D Gillblad, T Kanter 2016 2nd IEEE International Conference on Computer and Communications (ICCC …, 2016 | 12 | 2016 |
| Estimating the parameters of randomly interleaved Markov models D Gillblad, R Steinert, DR Ferreira 2009 IEEE International Conference on Data Mining Workshops, 308-313, 2009 | 12 | 2009 |
| Explaining probabilistic fault diagnosis and classification using case-based reasoning T Olsson, D Gillblad, P Funk, N Xiong Case-Based Reasoning Research and Development: 22nd International Conference …, 2014 | 11 | 2014 |
| Towards distributed and adaptive detection and localisation of network faults R Steinert, D Gillblad 2010 Sixth Advanced International Conference on Telecommunications, 384-389, 2010 | 11 | 2010 |
| A workflow-based approach to the integration of enterprise networks D Ferreira, H Ferreira, JJ Ferreira, T Goletz, B Levin, A Holst, D Gillblad, ... Proceedings CARS & FOF, 2000 | 10 | 2000 |
