Alexander Karlsson
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
20
Venues
11
Active years
2008–2025
Best venue rank
C
Where they publish
Papers
20 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ANT | Data-Driven Prediction of Vehicle-Vulnerable Road User Collisions at Road Intersections Using Machine Learning Models. | Yacine Atif, Yuri Tarakanov, Mikael Lebram, H. Joe Steinhauer, Alexander Karlsson, Paul Hemeren |
| 2020 | IPMU | Evaluation of Uncertainty Quantification in Deep Learning. | Niclas Sthl, Gran Falkman, Alexander Karlsson, Gunnar Mathiason |
| 2019 | IUI | Eliciting Structures in Data. | Ahmad Al-Shishtawy, Juhee Bae, Mohamed-Rafik Bouguelia, Gran Falkman, Sarunas Girdzijauskas, Olof Gnerup, Anders Holst, Alexander Karlsson, Slawomir Nowaczyk, Sepideh Pashami, Alan Said, Amira A. Soliman El Hosary |
| 2019 | MDAI | An Infinite Replicated Softmax Model for Topic Modeling. | Nikolas Alexander Huhnstock, Alexander Karlsson, Maria Riveiro, H. Joe Steinhauer |
| 2019 | WSDM | Interactive Clustering for Exploring Multiple Data Streams at Different Time Scales and Granularity. | Anders Holst, Juhee Bae, Alexander Karlsson, Mohamed-Rafik Bouguelia |
| 2018 | FUSION | Situation Awareness in Telecommunication Networks Using Topic Modeling. | Tove Helldin, H. Joe Steinhauer, Alexander Karlsson, Gunnar Mathiason |
| 2018 | IPMU | A Self-Organizing Ensemble of Deep Neural Networks for the Classification of Data from Complex Processes. | Niclas Sthl, Gran Falkman, Gunnar Mathiason, Alexander Karlsson |
| 2018 | PACBB | Improving the Use of Deep Convolutional Neural Networks for the Prediction of Molecular Properties. | Niclas Sthl, Gran Falkman, Alexander Karlsson, Gunnar Mathiason, Jonas Bostrm |
| 2018 | SAC | On the behavior of the infinite restricted boltzmann machine for clustering. | Nikolas A. Huhnstock, Alexander Karlsson, Maria Riveiro, H. Joe Steinhauer |
| 2017 | ITNAC | Topic modeling for situation understanding in telecommunication networks. | H. Joe Steinhauer, Tove Helldin, Alexander Karlsson, Gunnar Mathiason |
| 2016 | FUSION | Root-cause localization using Restricted Boltzmann Machines. | H. Joe Steinhauer, Alexander Karlsson, Gunnar Mathiason, Tove Helldin |
| 2016 | WiMob | Energy-efficient 5G deployment in rural areas. | Alexander Karlsson, Osama Al-Saadeh, Anton Gusarov, Renuka Venkata Ramani Challa, Sibel Tombaz, Ki Won Sung |
| 2014 | IPMU | Decision Making with Hierarchical Credal Sets. | Alessandro Antonucci, Alexander Karlsson, David Sundgren |
| 2014 | ISMIS | Evidential Combination Operators for Entrapment Prediction in Advanced Driver Assistance Systems. | Alexander Karlsson, Anders Dahlbom, Hui Zhong |
| 2013 | FUSION | Traceable uncertainty. | H. Joe Steinhauer, Alexander Karlsson, Sten F. Andler |
| 2010 | FUSION | Evaluating precise and imprecise State-Based Anomaly detectors for maritime surveillance. | Christoffer Brax, Alexander Karlsson, Sten F. Andler, Ronnie Johansson, Lars Niklasson |
| 2010 | FUSION | An empirical comparison of Bayesian and credal combination operators. | Alexander Karlsson, Ronnie Johansson, Sten F. Andler |
| 2010 | IPMU | An Empirical Comparison of Bayesian and Credal Set Theory for Discrete State Estimation. | Alexander Karlsson, Ronnie Johansson, Sten F. Andler |
| 2008 | FUSION | On evidential combination rules for ensemble classifiers. | Henrik Bostrm, Ronnie Johansson, Alexander Karlsson |
| 2008 | FUSION | An empirical comparison of Bayesian and credal networks for dependable high-level information fusion. | Alexander Karlsson, Ronnie Johansson, Sten F. Andler |