| 2026 | MDM | Multimodal Sensing via Cost-Aware Progressive Inference for Stress Detection in Wearables. | Sarun Varghese, Kumar Sai Jonnala, Myra Spiliopoulou |
| 2026 | PAKDD | The Imitation Game: Evaluating Persona-Driven LLM Response Behavior in Web Surveys. | Saijal Shahania, Myra Spiliopoulou, David Broneske |
| 2025 | AIAI | SurveyBot: A New Era of Web Survey Pretesting. | Saijal Shahania, Myra Spiliopoulou, David Broneske |
| 2025 | CBMS | Classifying Residual Inhibition in the Context of Tinnitus: An Interpretable Machine Learning Approach. | Hafez Kader, Steven C. Marcrum, Milena Engelke, Niklas K. Edvall, Berthold Langguth, Birgit Mazurek, Jose Antonio Lopez-Escamez, Dimitrios Kikidis, Rilana Cima, Patrick Neff, Winfried Schlee, Christopher R. Cederroth, Benjamin Noack, Myra Spiliopoulou, Stefan Schoisswohl |
| 2025 | CBMS | Graph Neural Networks for the Localization of Breathing Abnormalities. | Syed Muhammad Hamza Zaidi, Myra Spiliopoulou |
| 2025 | DIS | Investigating Delays of Combined Feature and Label Acquisitions on Data Streams. | Maik Bttner, Myra Spiliopoulou |
| 2025 | IDA | Semi-supervised Learning with Pairwise Instance Comparisons for Medical Instance Classification. | Anne Rother, Till Ittermann, Myra Spiliopoulou |
| 2024 | CBMS | Predicting User Engagement in mHealth Apps with Neighborhood-based Approaches. | Miro Schleicher, Rdiger Pryss, Johannes Schobel, Winfried Schlee, Myra Spiliopoulou |
| 2023 | CBMS | Inferring Salient Motifs during Learning Experiments. | Noor Jamaludeen, Felix Kuhn, Andr Brechmann, Falko Fuhrmann, Stefan Remy, Myra Spiliopoulou |
| 2023 | CBMS | Predicting Patient-Based Time-Dependent Mobile Health Data. | Anna Kleinau, Simon Flgel, Rdiger Pryss, Carsten Vogel, Milena Engelke, Winfried Schlee, Vishnu Unnikrishnan, Myra Spiliopoulou |
| 2023 | DIS | Joining Imputation and Active Feature Acquisition for Cost Saving on Data Streams with Missing Features. | Maik Bttner, Christian Beyer, Myra Spiliopoulou |
| 2023 | IIWAS | WISHFUL - Website Extraction of Institutional Sources with Heterogeneous Factors and User-Driven Linkage. | Saijal Shahania, Myra Spiliopoulou, David Broneske |
| 2023 | IDA | A Similarity-Guided Framework for Error-Driven Discovery of Patient Neighbourhoods in EMA Data. | Vishnu Unnikrishnan, Miro Schleicher, Clara Puga, Rdiger Pryss, Carsten Vogel, Winfried Schlee, Myra Spiliopoulou |
| 2022 | AIME | Discovering Instantaneous Granger Causalities in Non-stationary Categorical Time Series Data. | Noor Jamaludeen, Vishnu Unnikrishnan, Andr Brechmann, Myra Spiliopoulou |
| 2022 | AIME | When Can I Expect the mHealth User to Return? Prediction Meets Time Series with Gaps. | Miro Schleicher, Rdiger Pryss, Winfried Schlee, Myra Spiliopoulou |
| 2022 | CBMS | Classification of cardiac cohorts based on morphological and hemodynamic features derived from 4D PC-MRI data. | Uli Niemann, Atrayee Neog, Benjamin Behrendt, Kai Lawonn, Matthias Gutberlet, Myra Spiliopoulou, Bernhard Preim, Monique Meuschke |
| 2022 | CBMS | Prediction of declining engagement to self-monitoring apps on the example of tinnitus mHealth data. | Miro Schleicher, Sebastian Hamacher, Mats Naujoks, Kolja Gnther, Timo Schmidt, Rdiger Pryss, Johannes Schobel, Winfried Schlee, Myra Spiliopoulou |
| 2022 | DIS | Data-Driven Prediction of Athletes' Performance Based on Their Social Media Presence. | Frank Dreyer, Jannik Greif, Kolja Gnther, Myra Spiliopoulou, Uli Niemann |
| 2022 | DSAA | Reducing Missingness in a Stream through Cost-Aware Active Feature Acquisition. | Maik Bttner, Christian Beyer, Myra Spiliopoulou |
| 2022 | DSAA | Expect the gap: A recommender approach to estimate the absenteeism of self-monitoring mHealth app users. | Miro Schleicher, Rdiger Pryss, Johannes Schobel, Winfried Schlee, Myra Spiliopoulou |
| 2021 | CBMS | Circadian Conditional Granger Causalities on Ecological Momentary Assessment Data from an mHealth App. | Noor Jamaludeen, Vishnu Unnikrishnan, Rdiger Pryss, Johannes Schobel, Winfried Schlee, Myra Spiliopoulou |
| 2021 | CBMS | User-centric vs whole-stream learning for EMA prediction. | Saijal Shahania, Vishnu Unnikrishnan, Rdiger Pryss, Robin Kraft, Johannes Schobel, Ronny Hannemann, Winny Schlee, Myra Spiliopoulou |
| 2021 | CBMS | Juxtaposing 5G Coronavirus Tweets with General Coronavirus Tweets During the Early Months of Coronavirus Outbreak. | Rafi Trad, Myra Spiliopoulou |
| 2021 | CBMS | Love thy Neighbours: A Framework for Error-Driven Discovery of Useful Neighbourhoods for One-Step Forecasts on EMA data. | Vishnu Unnikrishnan, Yash Shah, Miro Schleicher, Carlos Fernndez-Viadero, Mirela Strandzheva, Doroteya Velikova, Plamen Dimitrov, Rdiger Pryss, Johannes Schobel, Winfried Schlee, Myra Spiliopoulou |
| 2021 | DSAA | Discovery of Patient Phenotypes through Multi-layer Network Analysis on the Example of Tinnitus. | Clara Puga, Uli Niemann, Vishnu Unnikrishnan, Miro Schleicher, Winfried Schlee, Myra Spiliopoulou |
| 2021 | IDA | A Framework for Authorial Clustering of Shorter Texts in Latent Semantic Spaces. | Rafi Trad, Myra Spiliopoulou |
| 2020 | DIS | Predicting the Health Condition of mHealth App Users with Large Differences in the Number of Recorded Observations - Where to Learn from? | Vishnu Unnikrishnan, Yash Shah, Miro Schleicher, Mirela Strandzheva, Plamen Dimitrov, Doroteya Velikova, Rdiger Pryss, Johannes Schobel, Winfried Schlee, Myra Spiliopoulou |
| 2020 | IDA | Multivariate Time Series as Images: Imputation Using Convolutional Denoising Autoencoder. | Abdullah Al Safi, Christian Beyer, Vishnu Unnikrishnan, Myra Spiliopoulou |
| 2019 | CBMS | Design and Implementation of a Scalable Crowdsensing Platform for Geospatial Data of Tinnitus Patients. | Robin Kraft, Ferdinand Birk, Manfred Reichert, Aniruddha Deshpande, Winfried Schlee, Berthold Langguth, Harald Baumeister, Thomas Probst, Myra Spiliopoulou, Rdiger Pryss |
| 2019 | EDBT | Towards a Hierarchical Approach for Outlier Detection in Industrial Production Settings. | Burkhard Hoppenstedt, Manfred Reichert, Klaus Kammerer, Myra Spiliopoulou, Rdiger Pryss |
| 2019 | IRI | Machine Learning Findings on Geospatial Data of Users from the TrackYourStress mHealth Crowdsensing Platform. | Rdiger Pryss, Dennis John, Manfred Reichert, Burkhard Hoppenstedt, Lukas Schmid, Winfried Schlee, Myra Spiliopoulou, Johannes Schobel, Robin Kraft, Marc Schickler, Berthold Langguth, Thomas Probst |
| 2019 | KDD | Mining and Model Understanding on Medical Data. | Myra Spiliopoulou, Panagiotis Papapetrou |
| 2019 | SAC | Exploiting entity information for stream classification over a stream of reviews. | Christian Beyer, Vishnu Unnikrishnan, Uli Niemann, Pawel Matuszyk, Eirini Ntoutsi, Myra Spiliopoulou |
| 2018 | CBMS | Studying the Potential of Multi-Target Classification on Patient Screening Data to Predict Dropout Cases. | Rajeev Motwani, Manfred Reichert, Sven Kalle, Rdiger Pryss, Winfried Schlee, Thomas Probst, Berthold Langguth, Michael Landgrebe, Myra Spiliopoulou |
| 2018 | CBMS | Building a Bayesian Network to Understand the Interplay of Variables in an Epidemiological Population-Based Study. | Paras Multani, Uli Niemann, Mario A. Cypko, Jens-Peter Kuehn, Henry Vlzke, Steffen Oeltze-Jafra, Myra Spiliopoulou |
| 2018 | CBMS | Finding Tinnitus Patients with Similar Evolution of Their Ecological Momentary Assessments. | Lakshmi Prasath Muniandi, Winfried Schlee, Rdiger Pryss, Manfred Reichert, Johannes Schobel, Robin Kraft, Myra Spiliopoulou |
| 2018 | CBMS | Rupture Status Classification of Intracranial Aneurysms Using Morphological Parameters. | Uli Niemann, Philipp Berg, Annika Niemann, Oliver Beuing, Bernhard Preim, Myra Spiliopoulou, Sylvia Saalfeld |
| 2018 | CBMS | Differences between Android and iOS Users of the TrackYourTinnitus Mobile Crowdsensing mHealth Platform. | Rdiger Pryss, Manfred Reichert, Winfried Schlee, Myra Spiliopoulou, Berthold Langguth, Thomas Probst |
| 2018 | CBMS | Transformation of Temperature Timeseries into Features that Characterize Patients with Diabetic Autonomic Nerve Disorder. | Rohith Ravindran, Uli Niemann, Silke Klose, Isabell Walter, Antao Ming, Peter R. Mertens, Myra Spiliopoulou |
| 2018 | CIKM | Learning under Feature Drifts in Textual Streams. | Damianos P. Melidis, Myra Spiliopoulou, Eirini Ntoutsi |
| 2018 | DSAA | Entity-Level Stream Classification: Exploiting Entity Similarity to Label the Future Observations Referring to an Entity. | Christian Beyer, Vishnu Unnikrishnan, Pawel Matuszyk, Uli Niemann, Rdiger Pryss, Winfried Schlee, Eirini Ntoutsi, Myra Spiliopoulou |
| 2018 | DSAA | Predicting Worker Disagreement for More Effective Crowd Labeling. | Stefan Rbiger, Gizem Gezici, Ycel Saygin, Myra Spiliopoulou |
| 2018 | WWW | ORSUM Chairs' Welcome & Organization. | Alpio Jorge, Joo Vinagre, Pawel Matuszyk, Myra Spiliopoulou |
| 2018 | SAC | Predicting polarities of entity-centered documents without reading their contents. | Christian Beyer, Uli Niemann, Vishnu Unnikrishnan, Eirini Ntoutsi, Myra Spiliopoulou |
| 2018 | SAC | Discovering, selecting and exploiting feature sequence records of study participants for the classification of epidemiological data on hepatic steatosis. | Tommy Hielscher, Henry Vlzke, Panagiotis Papapetrou, Myra Spiliopoulou |
| 2017 | CBMS | Combining Subgroup Discovery and Clustering to Identify Diverse Subpopulations in Cohort Study Data. | Uli Niemann, Myra Spiliopoulou, Bernhard Preim, Till Ittermann, Henry Vlzke |
| 2017 | CBMS | Mobile Crowdsensing for the Juxtaposition of Realtime Assessments and Retrospective Reporting for Neuropsychiatric Symptoms. | Rdiger Pryss, Thomas Probst, Winfried Schlee, Johannes Schobel, Berthold Langguth, Patrick Neff, Myra Spiliopoulou, Manfred Reichert |
| 2017 | CBMS | ICE: Interactive Classification Rule Exploration on Epidemiological Data. | Miro Schleicher, Till Ittermann, Uli Niemann, Henry Vlzke, Myra Spiliopoulou |
| 2017 | CBMS | Studying the Potential of Multi-target Classification to Characterize Combinations of Classes with Skewed Distribution. | Arne Schneck, Sven Kalle, Rdiger Pryss, Winfried Schlee, Thomas Probst, Berthold Langguth, Michael Landgrebe, Manfred Reichert, Myra Spiliopoulou |
| 2016 | CBMS | Identifying Relevant Features for a Multi-factorial Disorder with Constraint-Based Subspace Clustering. | Tommy Hielscher, Myra Spiliopoulou, Henry Vlzke, Jens-Peter Khn |
| 2016 | CBMS | Learning Pressure Patterns for Patients with Diabetic Foot Syndrome. | Uli Niemann, Myra Spiliopoulou, Fred Samland, Thorsten Szczepanski, Jens Grtzner, Antao Ming, Juliane Kellersmann, Jan Malanowski, Silke Klose, Peter R. Mertens |
| 2016 | ECAI | Multi-Class Probabilistic Active Learning. | Daniel Kottke, Georg Krempl, Dominik Lang, Johannes Teschner, Myra Spiliopoulou |
| 2016 | GPCE | A feature-based personalized recommender system for product-line configuration. | Juliana Alves Pereira, Pawel Matuszyk, Sebastian Krieter, Myra Spiliopoulou, Gunter Saake |
| 2015 | CBMS | Can We Classify the Participants of a Longitudinal Epidemiological Study from Their Previous Evolution? | Uli Niemann, Tommy Hielscher, Myra Spiliopoulou, Henry Vlzke, Jens-Peter Khn |
| 2015 | DIS | Clustering-Based Optimised Probabilistic Active Learning (COPAL). | Georg Krempl, Tuan Cuong Ha, Myra Spiliopoulou |
| 2015 | DIS | Semi-supervised Learning for Stream Recommender Systems. | Pawel Matuszyk, Myra Spiliopoulou |
| 2015 | IDA | Probabilistic Active Learning in Datastreams. | Daniel Kottke, Georg Krempl, Myra Spiliopoulou |
| 2015 | KDD | Medical Mining: KDD 2015 Tutorial. | Myra Spiliopoulou, Pedro Pereira Rodrigues, Ernestina Menasalvas Ruiz |
| 2015 | SAC | Forgetting methods for incremental matrix factorization in recommender systems. | Pawel Matuszyk, Joo Vinagre, Myra Spiliopoulou, Alpio Mrio Jorge, Joo Gama |
| 2014 | CBMS | Using Participant Similarity for the Classification of Epidemiological Data on Hepatic Steatosis. | Tommy Hielscher, Myra Spiliopoulou, Henry Vlzke, Jens-Peter Khn |
| 2014 | DIS | Probabilistic Active Learning: Towards Combining Versatility, Optimality and Efficiency. | Georg Krempl, Daniel Kottke, Myra Spiliopoulou |
| 2014 | DIS | Selective Forgetting for Incremental Matrix Factorization in Recommender Systems. | Pawel Matuszyk, Myra Spiliopoulou |
| 2014 | ECAI | Probabilistic Active Learning: A Short Proposition. | Georg Krempl, Daniel Kottke, Myra Spiliopoulou |
| 2014 | ICDM | A Semi-Supervised Self-Adaptive Classifier over Opinionated Streams. | Max Zimmermann, Eirini Ntoutsi, Myra Spiliopoulou |
| 2014 | IDA | Mining Longitudinal Epidemiological Data to Understand a Reversible Disorder. | Tommy Hielscher, Myra Spiliopoulou, Henry Vlzke, Jens-Peter Khn |
| 2014 | SAC | Adaptive semi supervised opinion classifier with forgetting mechanism. | Max Zimmermann, Eirini Ntoutsi, Myra Spiliopoulou |
| 2013 | CBMS | Can we distinguish between benign and malignant breast tumors in DCE-MRI by studying a tumor's most suspect region only? | Sylvia Glaer, Uli Niemann, Bernhard Preim, Myra Spiliopoulou |
| 2013 | DIS | Extracting Opinionated (Sub)Features from a Stream of Product Reviews. | Max Zimmermann, Eirini Ntoutsi, Myra Spiliopoulou |
| 2013 | IDA | Correcting the Usage of the Hoeffding Inequality in Stream Mining. | Pawel Matuszyk, Georg Krempl, Myra Spiliopoulou |
| 2013 | PAKDD | Framework for Storing and Processing Relational Entities in Stream Mining. | Pawel Matuszyk, Myra Spiliopoulou |
| 2012 | EDM | Stream Mining in Education? Dealing with Evolution. | Myra Spiliopoulou |
| 2012 | IDA | Where Are We Going? Predicting the Evolution of Individuals. | Zaigham Faraz Siddiqui, Mrcia D. B. Oliveira, Joo Gama, Myra Spiliopoulou |
| 2012 | PAKDD | A Semi-supervised Incremental Clustering Algorithm for Streaming Data. | Maria Halkidi, Myra Spiliopoulou, Aikaterini Pavlou |
| 2012 | SAC | Discovering global and local bursts in a stream of news. | Max Zimmermann, Irene Ntoutsi, Zaigham Faraz Siddiqui, Myra Spiliopoulou, Hans-Peter Kriegel |
| 2011 | CIKM | Extracting cross references from life science databases for search result ranking. | Anja Bachmann, Ren Schult, Matthias Lange, Myra Spiliopoulou |
| 2011 | ICCSA | Summarizing Cluster Evolution in Dynamic Environments. | Irene Ntoutsi, Myra Spiliopoulou, Yannis Theodoridis |
| 2011 | IJCAI | Dealing with Concept Drift and Class Imbalance in Multi-Label Stream Classification. | Eleftherios Spyromitros Xioufis, Myra Spiliopoulou, Grigorios Tsoumakas, Ioannis P. Vlahavas |
| 2011 | SPIRE | Query-Sets + + : A Scalable Approach for Modeling Web Sites. | Barbara Poblete, Myra Spiliopoulou, Marcelo Mendoza |
| 2010 | IC3K | Crosssense - Sensemaking in a Folksonomy with Cross-modal Clustering over Content and User Activities. | Hans-Henning Gabriel, Myra Spiliopoulou, Alexandros Nanopoulos |
| 2010 | IC3K | Visually Summarizing the Evolution of Documents under a Social Tag. | Andr Gohr, Myra Spiliopoulou, Alexander Hinneburg |
| 2010 | IC3K | Visually Summarizing Semantic Evolution in Document Streams with Topic Table. | Andr Gohr, Myra Spiliopoulou, Alexander Hinneburg |
| 2010 | SAC | Eigenvector-based clustering using aggregated similarity matrices. | Hans-Henning Gabriel, Myra Spiliopoulou, Alexandros Nanopoulos |
| 2010 | SSDBM | Tree Induction over Perennial Objects. | Zaigham Faraz Siddiqui, Myra Spiliopoulou |
| 2009 | DIS | C-DenStream: Using Domain Knowledge on a Data Stream. | Carlos Ruiz, Ernestina Menasalvas Ruiz, Myra Spiliopoulou |
| 2009 | DIS | Stream Clustering of Growing Objects. | Zaigham Faraz Siddiqui, Myra Spiliopoulou |
| 2009 | WISE | Spectral Clustering in Social-Tagging Systems. | Alexandros Nanopoulos, Hans-Henning Gabriel, Myra Spiliopoulou |
| 2009 | SDM | Topic Evolution in a Stream of Documents. | Andr Gohr, Alexander Hinneburg, Ren Schult, Myra Spiliopoulou |
| 2009 | SSDBM | Combining Multiple Interrelated Streams for Incremental Clustering. | Zaigham Faraz Siddiqui, Myra Spiliopoulou |
| 2008 | GI | Lifelong Knowledge Acquisition with Topic Monitoring. | Myra Spiliopoulou, Ren Schult |
| 2007 | KDD | Website Privacy Preservation for Query Log Publishing. | Barbara Poblete, Myra Spiliopoulou, Ricardo A. Baeza-Yates |
| 2007 | NLDB | Domain Relevance on Term Weighting. | Marko Brunzel, Myra Spiliopoulou |
| 2006 | ADBIS | Discovering Emerging Topics in Unlabelled Text Collections. | Ren Schult, Myra Spiliopoulou |
| 2006 | DaWaK | Discovering Semantic Sibling Associations from Web Documents with XTREEM-SP. | Marko Brunzel, Myra Spiliopoulou |
| 2006 | EKAW | Discovering Semantic Sibling Groups from Web Documents with XTREEM-SG. | Marko Brunzel, Myra Spiliopoulou |
| 2006 | KDD | MONIC: modeling and monitoring cluster transitions. | Myra Spiliopoulou, Irene Ntoutsi, Yannis Theodoridis, Ren Schult |
| 2006 | SAC | Expanding the taxonomies of bibliographic archives with persistent long-term themes. | Ren Schult, Myra Spiliopoulou |
| 2004 | DaWaK | Deriving Multiple Topics to Label Small Document Regions. | Henner Graubitz, Myra Spiliopoulou |
| 2003 | ADBIS | Efficient Monitoring of Patterns in Data Mining Environments. | Steffan Baron, Myra Spiliopoulou, Oliver Gnther |
| 2002 | DaWaK | Building and Exploiting Ad Hoc Concept Hierarchies for Web Log Analysis. | Carsten Pohle, Myra Spiliopoulou |
| 2002 | KDD | The Impact of Site Structure and User Environment on Session Reconstruction in Web Usage Analysis. | Bettina Berendt, Bamshad Mobasher, Miki Nakagawa, Myra Spiliopoulou |
| 2001 | DaWaK | Monitoring Change in Mining Results. | Steffan Baron, Myra Spiliopoulou |
| 2001 | ICDM | The DIAsDEM Framework for Converting Domain-Specific Texts into XML Documents with Data Mining Techniques. | Henner Graubitz, Myra Spiliopoulou, Karsten Winkler |
| 2000 | KDD | Web mining for e-commerce (workshop session - title only). | Ron Kohavi, Myra Spiliopoulou, Jaideep Srivastava |
| 2000 | SAC | Discerning Behavioral Properties by Analyzing Transaction Logs. | Srinath Srinivasa, Myra Spiliopoulou |
| 1999 | CoopIS | Modeling Interactions Based on Consistent Patterns. | Srinath Srinivasa, Myra Spiliopoulou |
| 1999 | KDD | Improving the Effectiveness of a Web Site with Web Usage Mining. | Myra Spiliopoulou, Carsten Pohle, Lukas Faulstich |
| 1996 | EuroPar | Modelling Resource Utilization in Pipelined Query Execution. | Myra Spiliopoulou, Johann Christoph Freytag |
| 1994 | ENTER | A Hypermedia Tourist Guide. | Aphrodite Tsalgatidou, Myra Spiliopoulou, K. Apostolaki, I. Roussou, Michael Hatzopoulos |