Alexander Karlsson

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 23

Top Topics

Multiple Data Streams

Dirichlet Process

Top Venues

IEEE Trans. Aerosp. Electron. Syst.

Publications

Koen Vellenga, H. Joe Steinhauer, Alexander Karlsson, Göran Falkman, Asli Rhodin, Ashok Koppisetty
Designing deep neural networks for driver intention recognition. CoRR (2024)
H. Joe Steinhauer, Tove Helldin, Gunnar Mathiason, Alexander Karlsson
Topic modeling for anomaly detection in telecommunication networks. J. Ambient Intell. Humaniz. Comput. 14 (11) (2023)
Alexander Karlsson, Magnus Jansson, Mikael Hämäläinen
Low-Angle Target Tracking in Sea Surface Multipath Using Convolutional Neural Networks. IEEE Trans. Aerosp. Electron. Syst. 59 (5) (2023)
Koen Vellenga, Alexander Karlsson, H. Joe Steinhauer, Göran Falkman, Anders Sjögren
Surrogate Deep Learning to Estimate Uncertainties for Driver Intention Recognition. ICMLC (2023)
Alexander Karlsson, Ebru Turanoglu Bekar, Anders Skoogh
Multi-Machine Gaussian Topic Modeling for Predictive Maintenance. IEEE Access 9 (2021)
Alexander Karlsson, Magnus Jansson, Henrik Holter
Stepped Frequency Pulse Compression With Noncoherent Radar Using Deep Learning. IEEE Trans. Aerosp. Electron. Syst. 57 (3) (2021)
Niclas Ståhl, Göran Falkman, Alexander Karlsson, Gunnar Mathiason
Evaluation of Uncertainty Quantification in Deep Learning. IPMU (1) (2020)
Niclas Ståhl, Göran Falkman, Alexander Karlsson, Gunnar Mathiason, Jonas Boström
Deep Convolutional Neural Networks for the Prediction of Molecular Properties: Challenges and Opportunities Connected to the Data. J. Integr. Bioinform. 16 (1) (2019)
Anders Holst, Juhee Bae, Alexander Karlsson, Mohamed-Rafik Bouguelia
Interactive Clustering for Exploring Multiple Data Streams at Different Time Scales and Granularity. IDM@WSDM (2019)
Niclas Ståhl, Göran Falkman, Alexander Karlsson, Gunnar Mathiason, Jonas Boström
Deep Reinforcement Learning for Multiparameter Optimization in de novo Drug Design. J. Chem. Inf. Model. 59 (7) (2019)
Nikolas Alexander Huhnstock, Alexander Karlsson, Maria Riveiro, H. Joe Steinhauer
An Infinite Replicated Softmax Model for Topic Modeling. MDAI (2019)
Ahmad Al-Shishtawy, Juhee Bae, Mohamed-Rafik Bouguelia, Göran Falkman, Sarunas Girdzijauskas, Olof Gönerup, Anders Holst, Alexander Karlsson, Slawomir Nowaczyk, Sepideh Pashami, Alan Said, Amira A. Soliman El Hosary
Eliciting Structures in Data. IUI Workshops (2019)
Mohamed-Rafik Bouguelia, Alexander Karlsson, Sepideh Pashami, Slawomir Nowaczyk, Anders Holst
Mode tracking using multiple data streams. Inf. Fusion 43 (2018)
Niclas Ståhl, Göran Falkman, Alexander Karlsson, Gunnar Mathiason, Jonas Boström
Improving the Use of Deep Convolutional Neural Networks for the Prediction of Molecular Properties. PACBB (2018)
Niclas Ståhl, Göran Falkman, Gunnar Mathiason, Alexander Karlsson
A Self-Organizing Ensemble of Deep Neural Networks for the Classification of Data from Complex Processes. IPMU (3) (2018)
Alexander Karlsson, Denio Duarte, Gunnar Mathiason, Juhee Bae
Evaluation of the Dirichlet Process Multinomial Mixture Model for Short-Text Topic Modeling. ISCBI (2018)
Tove Helldin, H. Joe Steinhauer, Alexander Karlsson, Gunnar Mathiason
Situation Awareness in Telecommunication Networks Using Topic Modeling. FUSION (2018)
Juhee Bae, Jesper Havsol, Martin Karpefors, Alexander Karlsson, Gunnar Mathiason
Short Text Topic Modeling to Identify Trends on Wearable Bio-Sensors in Different Media Type. ISCBI (2018)
Nikolas A. Huhnstock, Alexander Karlsson, Maria Riveiro, H. Joe Steinhauer
On the behavior of the infinite restricted boltzmann machine for clustering. SAC (2018)
Rakesh Rana, Alexander Karlsson, Göran Falkman
A framework for identifying and evaluating technologies of interest for effective business strategy: Using text analytics to augment technology forecasting. ISCBI (2017)
H. Joe Steinhauer, Tove Helldin, Alexander Karlsson, Gunnar Mathiason
Topic modeling for situation understanding in telecommunication networks. ITNAC (2017)
Alexander Karlsson, Osama Al-Saadeh, Anton Gusarov, Renuka Venkata Ramani Challa, Sibel Tombaz, Ki Won Sung
Energy-efficient 5G deployment in rural areas. WiMob (2016)
H. Joe Steinhauer, Alexander Karlsson, Gunnar Mathiason, Tove Helldin
Root-cause localization using Restricted Boltzmann Machines. FUSION (2016)
Alexander Karlsson, Björn Hammarfelt, H. Joe Steinhauer, Göran Falkman, Nasrine Olson, Gustaf Nelhans, Jan Michael Nolin
Modeling uncertainty in bibliometrics and information retrieval: an information fusion approach. Scientometrics 102 (3) (2015)
Alexander Karlsson, Anders Dahlbom, Hui Zhong
Evidential Combination Operators for Entrapment Prediction in Advanced Driver Assistance Systems. ISMIS (2014)
Alessandro Antonucci, Alexander Karlsson, David Sundgren
Decision Making with Hierarchical Credal Sets. IPMU (3) (2014)
H. Joe Steinhauer, Alexander Karlsson, Sten F. Andler
Traceable uncertainty. FUSION (2013)
H. Joe Steinhauer, Alexander Karlsson
Traceable Uncertainty for Threat Evaluation in Air to Ground Scenarios. SCAI (2013)
David Sundgren, Alexander Karlsson
Uncertainty Levels of Second-Order Probability. Polibits 48 (2013)
David Sundgren, Alexander Karlsson
On Dependence in Second-Order Probability. SUM (2012)
Alexander Karlsson, Ronnie Johansson, Sten F. Andler
Characterization and Empirical Evaluation of Bayesian and Credal Combination Operators. J. Adv. Inf. Fusion 6 (2) (2011)
Alexander Karlsson, Ronnie Johansson, Sten F. Andler
An empirical comparison of Bayesian and credal combination operators. FUSION (2010)
Christoffer Brax, Alexander Karlsson, Sten F. Andler, Ronnie Johansson, Lars Niklasson
Evaluating precise and imprecise State-Based Anomaly detectors for maritime surveillance. FUSION (2010)
Alexander Karlsson, Ronnie Johansson, Sten F. Andler
An Empirical Comparison of Bayesian and Credal Set Theory for Discrete State Estimation. IPMU (1) (2010)
Ronnie Johansson, Henrik Boström, Alexander Karlsson
A study on class-specifically discounted belief for ensemble classifiers. MFI (2008)
Alexander Karlsson, Ronnie Johansson, Sten F. Andler
An empirical comparison of Bayesian and credal networks for dependable high-level information fusion. FUSION (2008)
Henrik Boström, Ronnie Johansson, Alexander Karlsson
On evidential combination rules for ensemble classifiers. FUSION (2008)