Publications

 
  • M.R. Bouguelia, S. Nowaczyk, A.H. Payberah, An adaptive algorithm for anomaly and novelty detection in evolving data streams, Data Mining and Knowledge Discovery (Springer), 2017, Under Review. [pdf]
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  • Bae, J., Ventocilla, E., Riveiro, M., Helldin, T., Falkman, G., Evaluating Multi-Attributes on Cause and Effect Relationship Visualization, The 8th International Conference on Information Visualization Theory and Applications (IVAPP), 2017, Under Review [pdf]
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  • Peiro, H., Payberah, A., Rahimian, F., Vlassov, V., Haridi, S., Boosting Vertex-Cut Partitioning For Streaming Graphs, The 5th IEEE International Congress on Big Data (BigData), 2016 [pdf] Best Paper Award
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  • Bouguelia, M.R., Karlsson, A., Pashami, S., Nowaczyk, S., Holst, A., Mode Tracking using Multiple Data Streams, Information Fusion (Elsevier), 2016, Under Review [pdf]
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  • Bouguelia, M.R., Nowaczyk, S., Santosh, K., Verikas, A., Agreeing to Disagree: Active Learning with Noisy Labels Without Crowdsourcing, International Journal of Machine Learning and Cybernetics (Springer), 2016 [pdf]
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  • Helldin, T., Riveiro, M., Pashami, S., Falkman, G., Byttner, S. and Nowaczyk, S., Supporting Analytical Reasoning: A Study From the Automotive Industry, The 18th International Conference on Human-Computer Interaction (HCI), Springer, 2016 [pdf]
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  • Ulicny, M., Lundström, J., Byttner, S., Robustness of Deep Convolutional Neural Networks for Image Recognition, The 1st International Symposium on Intelligent Computing Systems (ISICS), 2016 [pdf]
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  • Rahimian, F., Payberah, A., Girdzijauskas, S., Jelasity, M., Haridi, S., A Distributed Algorithm For Large-Scale Graph Partitioning, ACM Transactions on Autonomous and Adaptive Systems (TAAS), 2015 [pdf]
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  • Fan, Y., Nowaczyk, S., Rögnvaldsson, T., Incorporating Expert Knowledge into a Self-Organized Approach for Predicting Compressor Faults in a City Bus Fleet, Frontiers in Artificial Intelligence and Applications, 2015 [pdf]
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