Marwan Hassani

90 papers A* 1B 19C 6Misc 7Journal 18Unranked 36

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Task-free diversity-aware continual learning for online next activity prediction. Process Sci. Sjoerd van Straten, Ruozhu Yao, Marwan Hassani
2025	Misc	`conf`	Leveraging Contrastive Learning and Spatial Encoding for Prediction in Traffic Networks with Expanding Infrastructure. SAC You Xu, Marwan Hassani
2025	B	`conf`	Leveraging Data Augmentation and Siamese Learning for Predictive Process Monitoring. CoopIS Sjoerd van Straten, Alessandro Padella, Marwan Hassani
2025	J	`jnl`	Leveraging Data Augmentation and Siamese Learning for Predictive Process Monitoring. CoRR Sjoerd van Straten, Alessandro Padella, Marwan Hassani
2024	B	`conf`	Autoencoder-Based Detection of Delays, Handovers and Workloads over High-Level Events. CoopIS Irne Verwijst, Robin Mennens, Roeland Scheepens, Marwan Hassani
2024	Misc	`conf`	Autoencoder-based Continual Outlier Correlation Detection for Real-Time Traffic Flow Prediction. SAC Himanshu Choudhary, Marwan Hassani
2024	B	`conf`	Handling Catastrophic Forgetting: Online Continual Learning for Next Activity Prediction. CoopIS Tamara Verbeek, Marwan Hassani
2024	—	`conf`	Online Next Activity Prediction Under Concept Drifts. CAiSE Workshops Thaddeus Kosciuszek, Marwan Hassani
2024	—	`conf`	Online Prediction Threshold Optimization Under Semi-deferred Labelling. EDBT/ICDT Workshops Yorick Spenrath, Marwan Hassani, Boudewijn Frans van Dongen
2024	C	`conf`	Outlier-Weighted Traffic Flow Prediction Using Online Autoencoders. IDEAS Himanshu Choudhary, Ahmad B. Alkhodre, Marwan Hassani
2024	—	`conf`	Task-Free Continual Learning with Dynamic Loss for Online Next Activity Prediction. ICPM Workshops Tamara Verbeek, Ruozhu Yao, Marwan Hassani
2024	B	`conf`	Unsupervised Anomaly Detection of Prefixes in Event Streams Using Online Autoencoders. CoopIS Zyrako Musaj, Marwan Hassani
2023	J	`jnl`	Conformance checking of process event streams with constraints on data retention. Inf. Syst. Rashid Zaman, Marwan Hassani, Boudewijn F. van Dongen
2023	J	`jnl`	Enhancing Traffic Flow Prediction using Outlier-Weighted AutoEncoders: Handling Real-Time Changes. CoRR Himanshu Choudhary, Marwan Hassani
2023	B	`conf`	PrefixCDD: Effective Online Concept Drift Detection over Event Streams using Prefix Trees. COMPSAC Jesús Huete, Abdulhakim Ali Qahtan, Marwan Hassani
2023	—	`conf`	Topology-Agnostic Detection of Temporal Money Laundering Flows in Billion-Scale Transactions. PKDD/ECML Workshops (5) Haseeb Tariq, Marwan Hassani
2023	J	`jnl`	Topology-Agnostic Detection of Temporal Money Laundering Flows in Billion-Scale Transactions. CoRR Haseeb Tariq, Marwan Hassani
2023	B	`conf`	Using Human Mobility Patterns to Forecast Outliers in Citizen Complaints Data. IEEE Big Data Vincent Bolta, Marwan Hassani
2022	B	`conf`	BitBooster: Effective Approximation of Distance Metrics via Binary Operations. COMPSAC Yorick Spenrath, Marwan Hassani, Boudewijn F. van Dongen
2022	—	`conf`	Can we Learn from Outliers? Unsupervised Optimization of Intelligent Vehicle Traffic Management Systems. ECML/PKDD (6) Tom Mertens, Marwan Hassani
2022	J	`jnl`	Clustering-based Aggregations for Prediction in Event Streams. CoRR Yorick Spenrath, Marwan Hassani, Boudewijn F. van Dongen
2022	Misc	`conf`	Efficient memory utilization in conformance checking of process event streams. SAC Rashid Zaman, Marwan Hassani, Boudewijn F. van Dongen
2022	B	`conf`	Evaluation of Probability Distribution Distance Metrics in Traffic Flow Outlier Detection. MDM Erik Andersen, Marco Chiarandini, Marwan Hassani, Stefan Jänicke, Panagiotis Tampakis, Arthur Zimek
2022	—	`conf`	Predicting Activities of Interest in the Remainder of Customer Journeys Under Online Settings. ICPM Workshops Lisan Wolters, Marwan Hassani
2022	—	`ed.`	Proceedings of the ICPM Doctoral Consortium and Demo Track 2022 co-located with 4th International Conference on Process Mining (ICPM 2022), Bolzano, Italy, October, 2022. ICPM Doctoral Consortium / Demo Marwan Hassani, Agnes Koschmider, Marco Comuzzi, Fabrizio Maria Maggi, Luise Pufahl
2022	Misc	`conf`	What averages do not tell: predicting real life processes with sequential deep learning. SAC István Ketykó, Felix Mannhardt, Marwan Hassani, Boudewijn F. van Dongen
2021	J	`jnl`	A Framework for Efficient Memory Utilization in Online Conformance Checking. CoRR Rashid Zaman, Marwan Hassani, Boudewijn F. van Dongen
2021	—	`conf`	Data-driven Support of Coaches in Professional Cycling using Race Performance Prediction. icSPORTS Aleksei Karetnikov, Wim Nuijten, Marwan Hassani
2021	B	`conf`	Enhancing LSTM Prediction of Vehicle Traffic Flow Data via Outlier Correlations. COMPSAC Wesley Fitters, Alfredo Cuzzocrea, Marwan Hassani
2021	—	`conf`	On Inferring a Meaningful Similarity Metric for Customer Behaviour. ECML/PKDD (5) Sophie van den Berg, Marwan Hassani
2021	—	`conf`	Online Prediction of Aggregated Retailer Consumer Behaviour. ICPM Workshops Yorick Spenrath, Marwan Hassani, Boudewijn F. van Dongen
2021	C	`conf`	Predicting Next Touch Point In A Customer Journey: A Use Case In Telecommunication. ECMS Marwan Hassani, Stefan Habets
2021	J	`jnl`	Prefix Imputation of Orphan Events in Event Stream Processing. Frontiers Big Data Rashid Zaman, Marwan Hassani, Boudewijn F. van Dongen
2021	J	`jnl`	What Averages Do Not Tell - Predicting Real Life Processes with Sequential Deep Learning. CoRR István Ketykó, Felix Mannhardt, Marwan Hassani, Boudewijn F. van Dongen
2020	—	`conf`	Data Minimisation as Privacy and Trust Instrument in Business Processes. Business Process Management Workshops Rashid Zaman, Marwan Hassani, Boudewijn F. van Dongen
2020	J	`jnl`	On Enabling GDPR Compliance in Business Processes Through Data-Driven Solutions. SN Comput. Sci. Rashid Zaman, Marwan Hassani
2020	C	`conf`	Predicting Business Process Bottlenecks In Online Events Streams Under Concept Drifts. ECMS Yorick Spenrath, Marwan Hassani
2020	—	`conf`	Why Did My Consumer Shop? Learning an Efficient Distance Metric for Retailer Transaction Data. ECML/PKDD (5) Yorick Spenrath, Marwan Hassani, Boudewijn F. van Dongen, Haseeb Tariq
2019	—	`conf`	An Innovative Online Process Mining Framework for Supporting Incremental GDPR Compliance of Business Processes. IEEE BigData Rashid Zaman, Alfredo Cuzzocrea, Marwan Hassani
2019	C	`conf`	Concept Drift Detection Of Event Streams Using An Adaptive Window. ECMS Marwan Hassani
2019	—	`conf`	Ensemble-Based Prediction of Business Processes Bottlenecks With Recurrent Concept Drifts. EDBT/ICDT Workshops Yorick Spenrath, Marwan Hassani
2019	—	`conf`	Facilitating GDPR Compliance: The H2020 BPR4GDPR Approach. I3E Workshops Georgios V. Lioudakis, Maria N. Koukovini, Eugenia I. Papagiannakopoulou, Nikolaos L. Dellas, Kostas Kalaboukas, Renata Medeiros de Carvalho, Marwan Hassani, Lorenzo Bracciale, Giuseppe Bianchi, Adrian Juan Verdejo, Spiros Alexakis, Francesca Gaudino, Davide Cascone, Paolo Barracano
2019	J	`jnl`	On the application of sequential pattern mining primitives to process discovery: Overview, outlook and opportunity identification. WIREs Data Mining Knowl. Discov. Marwan Hassani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2019	—	`conf`	Online Comparison of Streaming Process Discovery Algorithms. BPM (PhD/Demos) Kavya Baskar, Marwan Hassani
2019	J	`jnl`	Online conformance checking: relating event streams to process models using prefix-alignments. Int. J. Data Sci. Anal. Sebastiaan J. van Zelst, Alfredo Bolt, Marwan Hassani, Boudewijn F. van Dongen, Wil M. P. van der Aalst
2019	Misc	`conf`	Optimizing customer journey using process mining and sequence-aware recommendation. SAC Alessandro Terragni, Marwan Hassani
2018	B	`conf`	An Effective and Efficient Approach for Supporting the Generation of Synthetic Memory Reference Traces via Hierarchical Hidden/Non-Hidden Markov Models. SMC Alfredo Cuzzocrea, Enzo Mumolo, Marwan Hassani
2018	—	`conf`	Analyzing Customer Journey with Process Mining: From Discovery to Recommendations. FiCloud Alessandro Terragni, Marwan Hassani
2018	—	`conf`	Effective Steering of Customer Journey via Order-Aware Recommendation. ICDM Workshops Joël Goossens, Tiblets Demewez, Marwan Hassani
2018	—	`conf`	Towards Effective Generation of Synthetic Memory References Via Markovian Models. COMPSAC (2) Alfredo Cuzzocrea, Enzo Mumolo, Marwan Hassani, Giorgio Mario Grasso
2017	J	`jnl`	Automated Pattern Analysis in Gesture Research: Similarity Measuring in 3D Motion Capture Models of Communicative Action. Digit. Humanit. Q. Daniel Schüller, Christian Beecks, Marwan Hassani, Jennifer Hinnell, Bela Brenger, Thomas Seidl, Irene Mittelberg
2017	B	`conf`	Incremental Temporal Pattern Mining Using Efficient Batch-Free Stream Clustering. SSDBM Yifeng Lu, Marwan Hassani, Thomas Seidl
2017	Misc	`conf`	Understanding the bigger picture: batch-free exploration of streaming sequential patterns with accurate prediction. SAC Marwan Hassani, Daniel Töws, Thomas Seidl
2017	J	`jnl`	Using internal evaluation measures to validate the quality of diverse stream clustering algorithms. Vietnam. J. Comput. Sci. Marwan Hassani, Thomas Seidl
2016	B	`conf`	A geometric approach for mining sequential patterns in interval-based data streams. FUZZ-IEEE Marwan Hassani, Yifeng Lu, Jens Wischnewsky, Thomas Seidl
2016	J	`jnl`	Clustering Big Data streams: recent challenges and contributions. it Inf. Technol. Marwan Hassani, Thomas Seidl
2016	A*	`conf`	Detecting Change Processes in Dynamic Networks by Frequent Graph Evolution Rule Mining. ICDM Erik Scharwächter, Emmanuel Müller, Jonathan F. Donges, Marwan Hassani, Thomas Seidl
2016	J	`jnl`	Efficient Query Processing in 3D Motion Capture Gesture Databases. Int. J. Semantic Comput. Christian Beecks, Marwan Hassani, Bela Brenger, Jennifer Hinnell, Daniel Schüller, Irene Mittelberg, Thomas Seidl
2016	B	`conf`	I-HASTREAM: Density-Based Hierarchical Clustering of Big Data Streams and Its Application to Big Graph Analytics Tools. CCGrid Marwan Hassani, Pascal Spaus, Alfredo Cuzzocrea, Thomas Seidl
2016	B	`conf`	Towards an Efficient Ranking of Interval-Based Patterns. EDBT Marwan Hassani, Yifeng Lu, Thomas Seidl
2015	—	`conf`	Adaptive Stream Clustering Using Incremental Graph Maintenance. BigMine Marwan Hassani, Pascal Spaus, Alfredo Cuzzocrea, Thomas Seidl
2015	—	`conf`	Efficient Distance-Based Gestural Pattern Mining in Spatiotemporal 3D Motion Capture Databases. ICDM Workshops Christian Beecks, Marwan Hassani, Florian Obeloer, Thomas Seidl
2015	—	`conf`	Efficient Process Discovery From Event Streams Using Sequential Pattern Mining. SSCI Marwan Hassani, Sergio Siccha, Florian Richter, Thomas Seidl
2015	C	`conf`	Efficient Query Processing in 3D Motion Capture Databases via Lower Bound Approximation of the Gesture Matching Distance. ISM Christian Beecks, Marwan Hassani, Florian Obeloer, Thomas Seidl
2015	—	`—`	Efficient clustering of big data streams. Marwan Hassani
2015	—	`conf`	Internal Clustering Evaluation of Data Streams. PAKDD Workshops Marwan Hassani, Thomas Seidl
2015	—	`conf`	Mining Sequential Patterns of Event Streams in a Smart Home Application. LWA Marwan Hassani, Christian Beecks, Daniel Töws, Thomas Seidl
2015	—	`conf`	Optimizing Sequential Pattern Mining Within Multiple Streams. BTW Workshops Daniel Töws, Marwan Hassani, Christian Beecks, Thomas Seidl
2015	—	`conf`	Parallel Density-Based Stream Clustering Using a Multi-user GPU Scheduler. BDAS Ayman Tarakji, Marwan Hassani, Lyubomir Georgiev, Thomas Seidl, Rainer Leupers
2015	Misc	`conf`	Sequential Pattern Mining of Multimodal Streams in the Humanities. BTW Marwan Hassani, Christian Beecks, Daniel Töws, Tatiana Serbina, Max Haberstroh, Paula Niemietz, Sabina Jeschke, Stella Neumann, Thomas Seidl
2015	B	`conf`	Spatiotemporal Similarity Search in 3D Motion Capture Gesture Streams. SSTD Christian Beecks, Marwan Hassani, Jennifer Hinnell, Daniel Schüller, Bela Brenger, Irene Mittelberg, Thomas Seidl
2015	J	`jnl`	Subspace clustering of data streams: new algorithms and effective evaluation measures. J. Intell. Inf. Syst. Marwan Hassani, Yunsu Kim, Seungjin Choi, Thomas Seidl
2014	B	`conf`	(k, d)-core anonymity: structural anonymization of massive networks. SSDBM Roland Assam, Marwan Hassani, Michael Brysch, Thomas Seidl
2014	—	`conf`	Adaptive Multiple-Resolution Stream Clustering. MLDM Marwan Hassani, Pascal Spaus, Thomas Seidl
2014	—	`conf`	Efficient Streaming Detection of Hidden Clusters in Big Data Using Subspace Stream Clustering. DASFAA Workshops Marwan Hassani, Thomas Seidl
2014	—	`conf`	Parallel Implementation of a Density-Based Stream Clustering Algorithm Over a GPU Scheduling System. PAKDD Workshops Marwan Hassani, Ayman Tarakji, Lyubomir Georgiev, Thomas Seidl
2014	—	`ed.`	Proceedings of the 16th LWA Workshops: KDML, IR and FGWM, Aachen, Germany, September 8-10, 2014. LWA Thomas Seidl, Marwan Hassani, Christian Beecks
2014	B	`conf`	Subspace anytime stream clustering. SSDBM Marwan Hassani, Philipp Kranen, Rajveer Saini, Thomas Seidl
2013	—	`conf`	Effective Evaluation Measures for Subspace Clustering of Data Streams. PAKDD Workshops Marwan Hassani, Yunsu Kim, Seungjin Choi, Thomas Seidl
2013	—	`conf`	HealthNet: A System for Mobile and Wearable Health Information Management. IMMoA Christoph Quix, Johannes Barnickel, Sandra Geisler, Marwan Hassani, Saim Kim, Xiang Li, Andreas Lorenz, Till Quadflieg, Thomas Gries, Matthias Jarke, Steffen Leonhardt, Ulrike Meyer, Thomas Seidl
2013	—	`conf`	Using a Multitasking GPU Environment for Content-Based Similarity Measures of Big Data. ICCSA (5) Ayman Tarakji, Marwan Hassani, Stefan Lankes, Thomas Seidl
2012	B	`conf`	BT* - An Advanced Algorithm for Anytime Classification. SSDBM Philipp Kranen, Marwan Hassani, Thomas Seidl
2012	—	`conf`	Density-Based Projected Clustering of Data Streams. SUM Marwan Hassani, Pascal Spaus, Mohamed Medhat Gaber, Thomas Seidl
2012	C	`conf`	Differential Private Trajectory Obfuscation. MobiQuitous Roland Assam, Marwan Hassani, Thomas Seidl
2012	—	`conf`	Differential private trajectory protection of moving objects. IWGS@SIGSPATIAL/GIS Roland Assam, Marwan Hassani, Thomas Seidl
2012	J	`jnl`	Distributed Weighted Clustering of Evolving Sensor Data Streams with Noise. J. Digit. Inf. Manag. Marwan Hassani, Thomas Seidl
2012	—	`conf`	Resource-Aware Distributed Clustering of Drifting Sensor Data Streams. NDT (1) Marwan Hassani, Thomas Seidl
2011	—	`conf`	Noise-aware Concise Clustering of Streaming Sensor Data in a Logarithmic Time. LWA Marwan Hassani, Philipp Kranen, Thomas Seidl
2011	B	`conf`	Towards a Mobile Health Context Prediction: Sequential Pattern Mining in Multiple Streams. Mobile Data Management (2) Marwan Hassani, Thomas Seidl
2009	—	`conf`	EDISKCO: energy efficient distributed in-sensor-network k-center clustering with outliers. KDD Workshop on Knowledge Discovery from Sensor Data Marwan Hassani, Emmanuel Müller, Thomas Seidl