All Stories

  1. Autoencoder-based Continual Outlier Correlation Detection for Real-Time Traffic Flow Prediction

    Article • April 2024, ACM (Association for Computing Machinery)

    Dr. Marwan Hassani

  2. Efficient memory utilization in conformance checking of process event streams

    Article • April 2022, ACM (Association for Computing Machinery)

    Dr. Marwan Hassani

  3. What averages do not tell

    Article • April 2022, ACM (Association for Computing Machinery)

    Dr. Marwan Hassani

  4. Optimizing customer journey using process mining and sequence-aware recommendation

    Article • April 2019, ACM (Association for Computing Machinery)

    Dr. Marwan Hassani

  5. Incremental Temporal Pattern Mining Using Efficient Batch-Free Stream Clustering

    Article • January 2017, ACM (Association for Computing Machinery)

    Dr. Marwan Hassani

  6. Understanding the bigger picture

    Article • January 2017, ACM (Association for Computing Machinery)

    Dr. Marwan Hassani

  7. Detecting Change Processes in Dynamic Networks by Frequent Graph Evolution Rule Mining

    Article • December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Marwan Hassani

  8. Using internal evaluation measures to validate the quality of diverse stream clustering algorithms

    Article • Vietnam Journal of Computer Science, October 2016, Springer Science + Business Media

    Dr. Marwan Hassani

  9. A geometric approach for mining sequential patterns in interval-based data streams

    Article • July 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Marwan Hassani

  10. I-HASTREAM: Density-Based Hierarchical Clustering of Big Data Streams and Its Application to Big Graph Analytics Tools

    Article • May 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Marwan Hassani

  11. Efficient Query Processing in 3D Motion Capture Gesture Databases

    Article • International Journal of Semantic Computing, March 2016, World Scientific Pub Co Pte Lt

    Dr. Marwan Hassani

  12. Clustering Big Data streams: recent challenges and contributions

    Article • it - Information Technology, January 2016, De Gruyter

    Dr. Marwan Hassani

  13. Efficient Process Discovery From Event Streams Using Sequential Pattern Mining

    Article • December 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Marwan Hassani

  14. Efficient Query Processing in 3D Motion Capture Databases via Lower Bound Approximation of the Gesture Matching Distance

    Article • December 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Marwan Hassani

  15. Efficient Distance-Based Gestural Pattern Mining in Spatiotemporal 3D Motion Capture Databases

    Article • November 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Marwan Hassani

  16. Internal Clustering Evaluation of Data Streams

    Article • January 2015, Springer Science + Business Media

    Dr. Marwan Hassani

  17. Parallel Density-Based Stream Clustering Using a Multi-user GPU Scheduler

    Article • January 2015, Springer Science + Business Media

    Dr. Marwan Hassani

  18. Spatiotemporal Similarity Search in 3D Motion Capture Gesture Streams

    Article • January 2015, Springer Science + Business Media

    Dr. Marwan Hassani

  19. Subspace clustering of data streams: new algorithms and effective evaluation measures

    Article • Journal of Intelligent Information Systems, June 2014, Springer Science + Business Media

    Dr. Marwan Hassani

  20. Subspace anytime stream clustering

    Article • January 2014, ACM (Association for Computing Machinery)

    Dr. Marwan Hassani

  21. (k, d)-core anonymity

    Article • January 2014, ACM (Association for Computing Machinery)

    Dr. Marwan Hassani

  22. Efficient Streaming Detection of Hidden Clusters in Big Data Using Subspace Stream Clustering

    Article • January 2014, Springer Science + Business Media

    Dr. Marwan Hassani

  23. Adaptive Multiple-Resolution Stream Clustering

    Article • January 2014, Springer Science + Business Media

    Dr. Marwan Hassani

  24. Parallel Implementation of a Density-Based Stream Clustering Algorithm Over a GPU Scheduling System

    Article • January 2014, Springer Science + Business Media

    Dr. Marwan Hassani

  25. Subspace MOA: Subspace Stream Clustering Evaluation Using the MOA Framework

    Article • January 2013, Springer Science + Business Media

    Dr. Marwan Hassani

  26. Effective Evaluation Measures for Subspace Clustering of Data Streams

    Article • January 2013, Springer Science + Business Media

    Dr. Marwan Hassani

  27. Differential Private Trajectory Obfuscation

    Article • January 2013, Springer Science + Business Media

    Dr. Marwan Hassani

  28. Using a Multitasking GPU Environment for Content-Based Similarity Measures of Big Data

    Article • January 2013, Springer Science + Business Media

    Dr. Marwan Hassani

  29. Differential private trajectory protection of moving objects

    Article • January 2012, ACM (Association for Computing Machinery)

    Dr. Marwan Hassani

  30. Density-Based Projected Clustering of Data Streams

    Article • January 2012, Springer Science + Business Media

    Dr. Marwan Hassani, Professor Mohamed Medhat Gaber

  31. Resource-Aware Distributed Clustering of Drifting Sensor Data Streams

    Article • January 2012, Springer Science + Business Media

    Dr. Marwan Hassani

  32. BT* – An Advanced Algorithm for Anytime Classification

    Article • January 2012, Springer Science + Business Media

    Dr. Marwan Hassani

  33. Towards a Mobile Health Context Prediction: Sequential Pattern Mining in Multiple Streams

    Article • June 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Marwan Hassani

  34. Precise anytime clustering of noisy sensor data with logarithmic complexity

    Article • January 2011, ACM (Association for Computing Machinery)

    Dr. Marwan Hassani

  35. EDISKCO

    Article • January 2009, ACM (Association for Computing Machinery)

    Dr. Marwan Hassani