Gunnar Mathiason

17 papers B 1C 2Misc 2Journal 4Unranked 6
YearRankTypeTitle / Venue / Authors
2023 J jnl
Topic modeling for anomaly detection in telecommunication networks.
J. Ambient Intell. Humaniz. Comput.
H. Joe Steinhauer, Tove Helldin, Gunnar Mathiason, Alexander Karlsson
2021 J jnl
Using Reinforcement Learning for Generating Polynomial Models to Explain Complex Data.
SN Comput. Sci.
Niclas Ståhl, Gunnar Mathiason, Dellainey Alcacoas
2021 — conf
Utilising Data from Multiple Production Lines for Predictive Deep Learning Models.
DCAI (1)
Niclas Ståhl, Gunnar Mathiason, Juhee Bae
2020 — conf
Evaluation of Uncertainty Quantification in Deep Learning.
IPMU (1)
Niclas Ståhl, Göran Falkman, Alexander Karlsson, Gunnar Mathiason
2019 J jnl
Deep Convolutional Neural Networks for the Prediction of Molecular Properties: Challenges and Opportunities Connected to the Data.
J. Integr. Bioinform.
Niclas Ståhl, Göran Falkman, Alexander Karlsson, Gunnar Mathiason, Jonas Boström
2019 J jnl
Deep Reinforcement Learning for Multiparameter Optimization in de novo Drug Design.
J. Chem. Inf. Model.
Niclas Ståhl, Göran Falkman, Alexander Karlsson, Gunnar Mathiason, Jonas Boström
2018 — conf
A Self-Organizing Ensemble of Deep Neural Networks for the Classification of Data from Complex Processes.
IPMU (3)
Niclas Ståhl, Göran Falkman, Gunnar Mathiason, Alexander Karlsson
2018 — conf
Evaluation of the Dirichlet Process Multinomial Mixture Model for Short-Text Topic Modeling.
ISCBI
Alexander Karlsson, Denio Duarte, Gunnar Mathiason, Juhee Bae
2018 Misc conf
Improving the Use of Deep Convolutional Neural Networks for the Prediction of Molecular Properties.
PACBB
Niclas Ståhl, Göran Falkman, Alexander Karlsson, Gunnar Mathiason, Jonas Boström
2018 — conf
Short Text Topic Modeling to Identify Trends on Wearable Bio-Sensors in Different Media Type.
ISCBI
Juhee Bae, Jesper Havsol, Martin Karpefors, Alexander Karlsson, Gunnar Mathiason
2018 C conf
Situation Awareness in Telecommunication Networks Using Topic Modeling.
FUSION
Tove Helldin, H. Joe Steinhauer, Alexander Karlsson, Gunnar Mathiason
2017 — conf
A Cyberphysical Learning Approach for Digital Smart Citizenship Competence Development.
WWW (Companion Volume)
Yacine Atif, Stylianos Sergis, Demetrios G. Sampson, Gunnar Mathiason
2017 Misc conf
Topic modeling for situation understanding in telecommunication networks.
ITNAC
H. Joe Steinhauer, Tove Helldin, Alexander Karlsson, Gunnar Mathiason
2016 C conf
Root-cause localization using Restricted Boltzmann Machines.
FUSION
H. Joe Steinhauer, Alexander Karlsson, Gunnar Mathiason, Tove Helldin
2009 — —
Virtual Full Replication for Scalable Distributed Real-Time Databases.
Gunnar Mathiason
2007 — ch.
DeeDS NG.
Handbook of Real-Time and Embedded Systems
Marcus Brohede, Sten F. Andler, Sanny Gustavsson, Gunnar Mathiason
2007 B conf
Virtual Full Replication by Adaptive Segmentation.
RTCSA
Gunnar Mathiason, Sten F. Andler, Sang Hyuk Son