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- affiliation: Otto-von-Guericke-University Magdeburg, Germany
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2020 – today
- 2025
[j78]Vishnu Unnikrishnan
, Clara Puga, Miro Schleicher, Uli Niemann, Berthold Langguth, Stefan Schoisswohl, Birgit Mazurek, Rilana Cima, Jose Antonio Lopez-Escamez, Dimitris Kikidis, Eleftheria Vellidou, Rüdiger Pryss, Winfried Schlee, Myra Spiliopoulou:
Training and validating a treatment recommender with partial verification evidence. Artif. Intell. Medicine 160: 103062 (2025)- [c174]Saijal Shahania, Myra Spiliopoulou, David Broneske:
SurveyBot: A New Era of Web Survey Pretesting. AIAI (4) 2025: 403-416 - [c173]Anne Rother, Till Ittermann, Myra Spiliopoulou:
Semi-supervised Learning with Pairwise Instance Comparisons for Medical Instance Classification. IDA 2025: 41-53 - [e43]Xintao Wu, Myra Spiliopoulou, Can Wang, Vipin Kumar, Longbing Cao, Yanqiu Wu, Yu Yao, Zhangkai Wu:
Advances in Knowledge Discovery and Data Mining - 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, NSW, Australia, June 10-13, 2025, Proceedings, Part I. Lecture Notes in Computer Science 15870, Springer 2025, ISBN 978-981-96-8169-3 [contents] - [e42]Xintao Wu, Myra Spiliopoulou, Can Wang, Vipin Kumar, Longbing Cao, Yanqiu Wu, Yu Yao, Zhangkai Wu:
Advances in Knowledge Discovery and Data Mining - 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, NSW, Australia, June 10-13, 2025, Proceedings, Part II. Lecture Notes in Computer Science 15871, Springer 2025, ISBN 978-981-96-8172-3 [contents] - [e41]Xintao Wu, Myra Spiliopoulou, Can Wang, Vipin Kumar, Longbing Cao, Yanqiu Wu, Yu Yao, Zhangkai Wu:
Advances in Knowledge Discovery and Data Mining - 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, NSW, Australia, June 10-13, 2025, Proceedings, Part III. Lecture Notes in Computer Science 15872, Springer 2025, ISBN 978-981-96-8179-2 [contents] - [e40]Xintao Wu, Myra Spiliopoulou, Can Wang, Vipin Kumar, Longbing Cao, Yanqiu Wu, Yu Yao, Zhangkai Wu:
Advances in Knowledge Discovery and Data Mining - 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, NSW, Australia, June 10-13, 2025, Proceedings, Part IV. Lecture Notes in Computer Science 15873, Springer 2025, ISBN 978-981-96-8182-2 [contents] - [e39]Xintao Wu, Myra Spiliopoulou, Can Wang, Vipin Kumar, Longbing Cao, Yanqiu Wu, Yu Yao, Zhangkai Wu:
Advances in Knowledge Discovery and Data Mining - 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, NSW, Australia, June 10-13, 2025, Proceedings, Part V. Lecture Notes in Computer Science 15874, Springer 2025, ISBN 978-981-96-8185-3 [contents] - [e38]Xintao Wu, Myra Spiliopoulou, Can Wang, Vipin Kumar, Longbing Cao, Xiangmin Zhou, Guansong Pang, João Gama:
Data Science: Foundations and Applications - 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, NSW, Australia, June 10-13, 2025, Proceedings, Part VI. Lecture Notes in Computer Science 15875, Springer 2025, ISBN 978-981-96-8294-2 [contents] - [e37]Xintao Wu, Myra Spiliopoulou, Can Wang, Vipin Kumar, Longbing Cao, Xiangmin Zhou, Guansong Pang, João Gama:
Data Science: Foundations and Applications - 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, Australia, June 10-13, 2025, Proceedings, Part VII. Lecture Notes in Computer Science 15876, Springer 2025, ISBN 978-981-96-8297-3 [contents] - 2024
- [j77]Miro Schleicher, Petra Brüggemann, Benjamin Böcking, Uli Niemann, Birgit Mazurek, Myra Spiliopoulou:
Parsimonious predictors for medical decision support: Minimizing the set of questionnaires used for tinnitus outcome prediction. Expert Syst. Appl. 239: 122336 (2024) - [c172]Miro Schleicher, Rüdiger Pryss, Johannes Schobel, Winfried Schlee, Myra Spiliopoulou:
Predicting User Engagement in mHealth Apps with Neighborhood-based Approaches. CBMS 2024: 391-397 - [c171]Lior Shilon, Vladyslav Shevtsov, Nadia Schillreff, Anne Rother, Shlomo Mark, Myra Spiliopoulou:
Understanding the Impact of Unexpected Cobot Movements on Human Stress Levels: A Time Series Classification Task. HAII5.0@ECAI 2024 - [c170]Hafez Kader, Robin Ströbel, Alexander Puchta, Jürgen Fleischer, Benjamin Noack, Myra Spiliopoulou:
Feature Ranking for the Prediction of Energy Consumption on CNC Machining Processes. MFI 2024: 1-7 - [e36]Slawomir Nowaczyk, Myra Spiliopoulou, Marco Ragni, Olga Fink:
Proceedings of Workshop on Embracing Human-Aware AI in Industry 5.0 (HAII5.0 2024) co-located with the 27th European Conference on Artificial Intelligence (ECAI 2024), Santiago de Compostela, Spain, 19 October 2024. CEUR Workshop Proceedings 3765, CEUR-WS.org 2024 [contents] - [i11]Vishnu Unnikrishnan, Clara Puga, Miro Schleicher, Uli Niemann, Berthold Langguth, Stefan Schoisswohl, Birgit Mazurek, Rilana Cima, Jose Antonio Lopez-Escamez, Dimitrios Kikidis, Eleftheria Vellidou, Rüdiger Pryss, Winfried Schlee, Myra Spiliopoulou:
Training and Validating a Treatment Recommender with Partial Verification Evidence. CoRR abs/2406.06654 (2024) - 2023
- [j76]Miro Schleicher, Vishnu Unnikrishnan, Rüdiger Pryss, Johannes Schobel, Winfried Schlee, Myra Spiliopoulou:
Prediction meets time series with gaps: User clusters with specific usage behavior patterns. Artif. Intell. Medicine 142: 102575 (2023) - [j75]Lars T. Boenke, Abdelhafid Zeghbib, Myra Spiliopoulou, David Alais, Frank W. Ohl:
Prestimulus α/β power in temporal-order judgments: individuals differ in direction of modulation but show consistency over auditory and visual tasks. Frontiers Comput. Neurosci. 17 (2023) - [j74]Martin Justinus Rosenfelder, Myra Spiliopoulou, Burkhard Hoppenstedt, Rüdiger Pryss, Patrick Fissler, Mario della Piedra Walter, Iris-Tatjana Kolassa, Andreas Bender:
Stability of mental motor-imagery classification in EEG depends on the choice of classifier model and experiment design, but not on signal preprocessing. Frontiers Comput. Neurosci. 17 (2023) - [j73]Dominik Raab, Andreas Theissler, Myra Spiliopoulou:
XAI4EEG: spectral and spatio-temporal explanation of deep learning-based seizure detection in EEG time series. Neural Comput. Appl. 35(14): 10051-10068 (2023) - [c169]Anne Rother, Gunther Notni, Alexander Hasse, Benjamin Noack, Christian Beyer, Jan Reißmann, Chen Zhang, Marco Ragni, Julia C. Arlinghaus, Myra Spiliopoulou:
Productive teaming under uncertainty: when a human and a machine classify objects together. ARSO 2023: 9-14 - [c168]Anna Kleinau, Simon Flügel, Rüdiger Pryss, Carsten Vogel, Milena Engelke, Winfried Schlee, Vishnu Unnikrishnan, Myra Spiliopoulou:
Predicting Patient-Based Time-Dependent Mobile Health Data. CBMS 2023: 79-84 - [c167]Noor Jamaludeen, Felix Kuhn, André Brechmann, Falko Fuhrmann, Stefan Remy, Myra Spiliopoulou:
Inferring Salient Motifs during Learning Experiments. CBMS 2023: 245-251 - [c166]Maik Büttner, Christian Beyer, Myra Spiliopoulou:
Joining Imputation and Active Feature Acquisition for Cost Saving on Data Streams with Missing Features. DS 2023: 308-322 - [c165]Christian Beyer, Maik Büttner, Myra Spiliopoulou:
Challenges for Active Feature Acquisition and Imputation on Data Streams. IAL@PKDD/ECML 2023: 9-13 - [c164]Vishnu Unnikrishnan, Miro Schleicher, Clara Puga, Rüdiger Pryss, Carsten Vogel, Winfried Schlee, Myra Spiliopoulou:
A Similarity-Guided Framework for Error-Driven Discovery of Patient Neighbourhoods in EMA Data. IDA 2023: 459-471 - [c163]Saijal Shahania, Myra Spiliopoulou, David Broneske:
WISHFUL - Website Extraction of Institutional Sources with Heterogeneous Factors and User-Driven Linkage. iiWAS 2023: 20-26 - [e35]João Rafael Almeida, Myra Spiliopoulou, José Alberto Benítez-Andrades, Giuseppe Placidi, Alejandro Rodríguez González, Rosa Sicilia, Bridget Kane:
36th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2023, L'Aquila, Italy, June 22-24, 2023. IEEE 2023, ISBN 979-8-3503-1224-9 [contents] - 2022
- [j72]Anne Rother, Myra Spiliopoulou:
Virtual Reality for Medical Annotation Tasks: A Systematic Review. Frontiers Virtual Real. 3 (2022) - [j71]Noor Jamaludeen, Juliane Lehmann, Christian Beyer, Katrin Vogel, Mandy Pierau, Monika Brunner-Weinzierl, Myra Spiliopoulou:
Assessment of Immune Status Using Inexpensive Cytokines: A Literature Review and Learning Approaches. Sensors 22(24): 9785 (2022) - [c162]Noor Jamaludeen, Vishnu Unnikrishnan, André Brechmann, Myra Spiliopoulou:
Discovering Instantaneous Granger Causalities in Non-stationary Categorical Time Series Data. AIME 2022: 200-209 - [c161]Miro Schleicher, Rüdiger Pryss, Winfried Schlee, Myra Spiliopoulou:
When Can I Expect the mHealth User to Return? Prediction Meets Time Series with Gaps. AIME 2022: 310-320 - [c160]Miro Schleicher, Sebastian Hamacher, Mats Naujoks, Kolja Günther, Timo Schmidt, Rüdiger Pryss, Johannes Schobel, Winfried Schlee, Myra Spiliopoulou:
Prediction of declining engagement to self-monitoring apps on the example of tinnitus mHealth data. CBMS 2022: 228-233 - [c159]Uli Niemann, Atrayee Neog, Benjamin Behrendt, Kai Lawonn, Matthias Gutberlet, Myra Spiliopoulou, Bernhard Preim, Monique Meuschke:
Classification of cardiac cohorts based on morphological and hemodynamic features derived from 4D PC-MRI data. CBMS 2022: 416-421 - [c158]Frank Dreyer, Jannik Greif, Kolja Günther, Myra Spiliopoulou, Uli Niemann:
Data-Driven Prediction of Athletes' Performance Based on Their Social Media Presence. DS 2022: 197-211 - [c157]Maik Büttner, Christian Beyer, Myra Spiliopoulou:
Reducing Missingness in a Stream through Cost-Aware Active Feature Acquisition. DSAA 2022: 1-10 - [c156]Miro Schleicher, Rüdiger Pryss, Johannes Schobel, Winfried Schlee, Myra Spiliopoulou:
Expect the gap: A recommender approach to estimate the absenteeism of self-monitoring mHealth app users. DSAA 2022: 1-10 - [i10]Clara Puga, Uli Niemann, Winfried Schlee, Myra Spiliopoulou:
A cost-based multi-layer network approach for the discovery of patient phenotypes. CoRR abs/2209.09032 (2022) - 2021
- [j70]Myra Spiliopoulou, Panagiotis Papapetrou:
Guest editorial: Special issue on mining for health. Data Min. Knowl. Discov. 35(4): 1710-1712 (2021) - [j69]Subash Prakash, Vishnu Unnikrishnan, Rüdiger Pryss, Robin Kraft, Johannes Schobel, Ronny Hannemann, Berthold Langguth, Winfried Schlee, Myra Spiliopoulou:
Interactive System for Similarity-Based Inspection and Assessment of the Well-Being of mHealth Users. Entropy 23(12): 1695 (2021) - [j68]Noor Jamaludeen, Christian Beyer, Ulrike Billing, Katrin Vogel, Monika Brunner-Weinzierl, Myra Spiliopoulou:
Potential of Point-of-Care and At-Home Assessment of Immune Status via Rapid Cytokine Detection and Questionnaire-Based Anamnesis. Sensors 21(15): 4960 (2021) - [j67]Rafi Trad, Myra Spiliopoulou:
LAC: Latent Authorial Clustering of shorter texts. Softw. Impacts 10: 100119 (2021) - [c155]Vishnu Unnikrishnan, Yash Shah, Miro Schleicher, Carlos Fernández-Viadero, Mirela Strandzheva, Doroteya Velikova, Plamen Dimitrov, Rüdiger Pryss, Johannes Schobel, Winfried Schlee, Myra Spiliopoulou:
Love thy Neighbours: A Framework for Error-Driven Discovery of Useful Neighbourhoods for One-Step Forecasts on EMA data. CBMS 2021: 295-300 - [c154]Saijal Shahania, Vishnu Unnikrishnan, Rüdiger Pryss, Robin Kraft, Johannes Schobel, Ronny Hannemann, Winny Schlee, Myra Spiliopoulou:
User-centric vs whole-stream learning for EMA prediction. CBMS 2021: 307-312 - [c153]Noor Jamaludeen, Vishnu Unnikrishnan, Rüdiger Pryss, Johannes Schobel, Winfried Schlee, Myra Spiliopoulou:
Circadian Conditional Granger Causalities on Ecological Momentary Assessment Data from an mHealth App. CBMS 2021: 354-359 - [c152]Rafi Trad, Myra Spiliopoulou:
Juxtaposing 5G Coronavirus Tweets with General Coronavirus Tweets During the Early Months of Coronavirus Outbreak. CBMS 2021: 597-602 - [c151]Clara Puga, Uli Niemann, Vishnu Unnikrishnan, Miro Schleicher, Winfried Schlee, Myra Spiliopoulou:
Discovery of Patient Phenotypes through Multi-layer Network Analysis on the Example of Tinnitus. DSAA 2021: 1-10 - [c150]Rafi Trad, Myra Spiliopoulou:
A Framework for Authorial Clustering of Shorter Texts in Latent Semantic Spaces. IDA 2021: 301-312 - [e34]Steffen Hölldobler, Sven Apel, Abraham Bernstein, Felix C. Freiling, Hans-Peter Lenhof, Gustaf Neumann, Rüdiger Reischuk, Kay Uwe Römer, Björn Scheuermann, Nicole Schweikardt, Myra Spiliopoulou, Sabine Süsstrunk, Klaus Wehrle:
Ausgezeichnete Informatikdissertationen 2020. LNI D-21, GI 2021, ISBN 978-3-88579-775-3 [contents] - [i9]Daniel Kottke, Georg Krempl, Marianne Stecklina, Cornelius Styp von Rekowski, Tim Sabsch, Tuan Pham Minh, Matthias Deliano, Myra Spiliopoulou, Bernhard Sick:
Probabilistic Active Learning for Active Class Selection. CoRR abs/2108.03891 (2021) - 2020
- [j66]Christian Beyer, Vishnu Unnikrishnan, Robert Brüggemann, Vincent Toulouse, Hafez Kader Omar, Eirini Ntoutsi, Myra Spiliopoulou:
Resource management for model learning at entity level. Ann. des Télécommunications 75(9-10): 549-561 (2020) - [j65]Christian Beyer, Maik Büttner, Vishnu Unnikrishnan, Miro Schleicher, Eirini Ntoutsi, Myra Spiliopoulou:
Active feature acquisition on data streams under feature drift. Ann. des Télécommunications 75(9-10): 597-611 (2020) - [j64]Shiva Alemzadeh, Uli Niemann, Till Ittermann, Henry Völzke, Daniel Schneider, Myra Spiliopoulou, Katja Bühler, Bernhard Preim:
Visual Analysis of Missing Values in Longitudinal Cohort Study Data. Comput. Graph. Forum 39(1): 63-75 (2020) - [j63]Vishnu Unnikrishnan, Christian Beyer, Pawel Matuszyk, Uli Niemann, Rüdiger Pryss, Winfried Schlee, Eirini Ntoutsi, Myra Spiliopoulou:
Entity-level stream classification: exploiting entity similarity to label the future observations referring to an entity. Int. J. Data Sci. Anal. 9(1): 1-15 (2020) - [j62]Robin Kraft, Ferdinand Birk, Manfred Reichert, Aniruddha Deshpande, Winfried Schlee, Berthold Langguth, Harald Baumeister, Thomas Probst, Myra Spiliopoulou, Rüdiger Pryss:
Efficient Processing of Geospatial mHealth Data Using a Scalable Crowdsensing Platform. Sensors 20(12): 3456 (2020) - [c149]Vishnu Unnikrishnan, Yash Shah, Miro Schleicher, Mirela Strandzheva, Plamen Dimitrov, Doroteya Velikova, Rüdiger Pryss, Johannes Schobel, Winfried Schlee, Myra Spiliopoulou:
Predicting the Health Condition of mHealth App Users with Large Differences in the Number of Recorded Observations - Where to Learn from? DS 2020: 659-673 - [c148]Abdullah Al Safi, Christian Beyer, Vishnu Unnikrishnan, Myra Spiliopoulou:
Multivariate Time Series as Images: Imputation Using Convolutional Denoising Autoencoder. IDA 2020: 1-13 - [c147]Neetha Jambigi, Tirtha Chanda, Vishnu Unnikrishnan, Myra Spiliopoulou:
Assessing the Difficulty of Labelling an Instance in Crowdworking. PKDD/ECML Workshops 2020: 363-373 - [e33]Steffen Hölldobler, Sven Apel, Abraham Bernstein, Felix C. Freiling, Hans-Peter Lenhof, Gustaf Neumann, Rüdiger Reischuk, Kay Uwe Römer, Björn Scheuermann, Nicole Schweikardt, Myra Spiliopoulou, Sabine Süsstrunk, Klaus Wehrle:
Ausgezeichnete Informatikdissertationen 2019. LNI D-20, GI 2020, ISBN 978-3-88579-775-3 [contents] - [i8]Uli Niemann, Atrayee Neog, Benjamin Behrendt, Kai Lawonn, Matthias Gutberlet, Myra Spiliopoulou, Bernhard Preim, Monique Meuschke:
Cardiac Cohort Classification based on Morphologic and Hemodynamic Parameters extracted from 4D PC-MRI Data. CoRR abs/2010.05612 (2020) - [i7]Rafi Trad, Myra Spiliopoulou:
A Framework for Authorial Clustering of Shorter Texts in Latent Semantic Spaces. CoRR abs/2011.15038 (2020)
2010 – 2019
- 2019
- [j61]Burkhard Hoppenstedt, Thomas Probst, Manfred Reichert, Winfried Schlee, Klaus Kammerer, Myra Spiliopoulou, Johannes Schobel, Michael Winter, Anna Felnhofer, Oswald D. Kothgassner, Rüdiger Pryss:
Applicability of Immersive Analytics in Mixed Reality: Usability Study. IEEE Access 7: 71921-71932 (2019) - [j60]Alejandro Rodríguez González, Athena Vakali, Miguel Angel Mayer, Takashi Okumura, Ernestina Menasalvas Ruiz, Myra Spiliopoulou:
Introduction to the special issue on social data analytics in medicine and healthcare. Int. J. Data Sci. Anal. 8(4): 325-326 (2019) - [j59]Rüdiger Pryss, Thomas Probst, Winfried Schlee, Johannes Schobel, Berthold Langguth, Patrick Neff, Myra Spiliopoulou, Manfred Reichert:
Prospective crowdsensing versus retrospective ratings of tinnitus variability and tinnitus-stress associations based on the TrackYourTinnitus mobile platform. Int. J. Data Sci. Anal. 8(4): 327-338 (2019) - [j58]Burkhard Hoppenstedt, Manfred Reichert, Klaus Kammerer, Thomas Probst, Winfried Schlee, Myra Spiliopoulou, Rüdiger Pryss:
Dimensionality Reduction and Subspace Clustering in Mixed Reality for Condition Monitoring of High-Dimensional Production Data. Sensors 19(18): 3903 (2019) - [c146]Burkhard Hoppenstedt, Klaus Kammerer, Manfred Reichert, Myra Spiliopoulou, Rüdiger Pryss:
Convolutional Neural Networks for Image Recognition in Mixed Reality Using Voice Command Labeling. AVR (2) 2019: 63-70 - [c145]Robin Kraft, Ferdinand Birk, Manfred Reichert, Aniruddha Deshpande, Winfried Schlee, Berthold Langguth, Harald Baumeister, Thomas Probst, Myra Spiliopoulou, Rüdiger Pryss:
Design and Implementation of a Scalable Crowdsensing Platform for Geospatial Data of Tinnitus Patients. CBMS 2019: 294-299 - [c144]Burkhard Hoppenstedt, Manfred Reichert, Klaus Kammerer, Myra Spiliopoulou, Rüdiger Pryss:
Towards a Hierarchical Approach for Outlier Detection in Industrial Production Settings. EDBT/ICDT Workshops 2019 - [c143]Rüdiger Pryss, Winfried Schlee, Manfred Reichert, Ira Kurthen, Nathalie Giroud, Laura Jagoda, Pia Neuschwander, Martin Meyer, Patrick Neff, Johannes Schobel, Burkhard Hoppenstedt, Myra Spiliopoulou, Berthold Langguth, Thomas Probst:
Ecological Momentary Assessment based Differences between Android and iOS Users of the TrackYourHearing mHealth Crowdsensing Platform. EMBC 2019: 3951-3955 - [c142]Bernhard Preim, Shiva Alemzadeh, Till Ittermann, Paul Klemm, Uli Niemann, Myra Spiliopoulou:
Visual Analytics for Epidemiology. Eurographics (Dirk Bartz Prize) 2019: 9-12 - [c141]Rüdiger Pryss, Dennis John, Manfred Reichert, Burkhard Hoppenstedt, Lukas Schmid, Winfried Schlee, Myra Spiliopoulou, Johannes Schobel, Robin Kraft, Marc Schickler, Berthold Langguth, Thomas Probst:
Machine Learning Findings on Geospatial Data of Users from the TrackYourStress mHealth Crowdsensing Platform. IRI 2019: 350-355 - [c140]Myra Spiliopoulou, Panagiotis Papapetrou:
Mining and Model Understanding on Medical Data. KDD 2019: 3223-3224 - [c139]Noor Jamaludeen, Vishnu Unnikrishnan, Maya S. Sekeran, Majed Ali, Le Anh Trang, Myra Spiliopoulou:
Assessing the Reliability of Crowdsourced Labels via Twitter. LWDA 2019: 115-126 - [c138]Tai Le Quy, Wolfgang Nejdl, Myra Spiliopoulou, Eirini Ntoutsi:
A Neighborhood-Augmented LSTM Model for Taxi-Passenger Demand Prediction. MASTER@PKDD/ECML 2019: 100-116 - [c137]Christian Beyer, Vishnu Unnikrishnan, Uli Niemann, Pawel Matuszyk, Eirini Ntoutsi, Myra Spiliopoulou:
Exploiting entity information for stream classification over a stream of reviews. SAC 2019: 564-573 - [e32]Sven Apel, Abraham Bernstein, Felix C. Freiling, Steffen Hölldobler, Hans-Peter Lenhof, Paul Molitor, Gustaf Neumann, Rüdiger Reischuk, Björn Scheuermann, Nicole Schweikardt, Myra Spiliopoulou, Sabine Süsstrunk, Klaus Wehrle:
Ausgezeichnete Informatikdissertationen 2018. LNI D-19, GI 2019, ISBN 978-3-88579-977-1 [contents] - 2018
- [j57]Juliana Alves Pereira, Pawel Matuszyk, Sebastian Krieter, Myra Spiliopoulou, Gunter Saake:
Personalized recommender systems for product-line configuration processes. Comput. Lang. Syst. Struct. 54: 451-471 (2018) - [j56]Tommy Hielscher, Uli Niemann, Bernhard Preim, Henry Völzke, Till Ittermann, Myra Spiliopoulou:
A framework for expert-driven subpopulation discovery and evaluation using subspace clustering for epidemiological data. Expert Syst. Appl. 113: 147-160 (2018) - [j55]Peter A. Flach, Myra Spiliopoulou, Serge Allegrezza, Matthias Böhmer, Burkhard Hess, Berthold Lausen:
Introduction to the special issue on Data Science in Europe. Int. J. Data Sci. Anal. 6(3): 163-165 (2018) - [j54]Stefan Räbiger, Myra Spiliopoulou, Yücel Saygin:
How do annotators label short texts? Toward understanding the temporal dynamics of tweet labeling. Inf. Sci. 457-458: 29-47 (2018) - [j53]Pawel Matuszyk, João Vinagre, Myra Spiliopoulou, Alípio Mário Jorge, João Gama:
Forgetting techniques for stream-based matrix factorization in recommender systems. Knowl. Inf. Syst. 55(2): 275-304 (2018) - [c136]Uli Niemann, Philipp Berg, Annika Niemann, Oliver Beuing, Bernhard Preim, Myra Spiliopoulou, Sylvia Saalfeld:
Rupture Status Classification of Intracranial Aneurysms Using Morphological Parameters. CBMS 2018: 48-53 - [c135]Rohith Ravindran, Uli Niemann, Silke Klose, Isabell Walter, Antao Ming, Peter R. Mertens, Myra Spiliopoulou:
Transformation of Temperature Timeseries into Features that Characterize Patients with Diabetic Autonomic Nerve Disorder. CBMS 2018: 65-70 - [c134]Paras Multani, Uli Niemann, Mario A. Cypko, Jens-Peter Kuehn, Henry Völzke, Steffen Oeltze-Jafra, Myra Spiliopoulou:
Building a Bayesian Network to Understand the Interplay of Variables in an Epidemiological Population-Based Study. CBMS 2018: 88-93 - [c133]Lakshmi Prasath Muniandi, Winfried Schlee, Rüdiger Pryss, Manfred Reichert, Johannes Schobel, Robin Kraft, Myra Spiliopoulou:
Finding Tinnitus Patients with Similar Evolution of Their Ecological Momentary Assessments. CBMS 2018: 112-117 - [c132]Rajeev Motwani, Manfred Reichert, Sven Kalle, Rüdiger Pryss, Winfried Schlee, Thomas Probst, Berthold Langguth, Michael Landgrebe, Myra Spiliopoulou:
Studying the Potential of Multi-Target Classification on Patient Screening Data to Predict Dropout Cases. CBMS 2018: 239-243 - [c131]Rüdiger Pryss, Manfred Reichert, Winfried Schlee, Myra Spiliopoulou, Berthold Langguth, Thomas Probst:
Differences between Android and iOS Users of the TrackYourTinnitus Mobile Crowdsensing mHealth Platform. CBMS 2018: 411-416 - [c130]Damianos P. Melidis, Myra Spiliopoulou, Eirini Ntoutsi:
Learning under Feature Drifts in Textual Streams. CIKM 2018: 527-536 - [c129]Stefan Räbiger, Gizem Gezici, Yücel Saygin, Myra Spiliopoulou:
Predicting Worker Disagreement for More Effective Crowd Labeling. DSAA 2018: 179-188 - [c128]Christian Beyer, Vishnu Unnikrishnan, Pawel Matuszyk, Uli Niemann, Rüdiger Pryss, Winfried Schlee, Eirini Ntoutsi, Myra Spiliopoulou:
Entity-Level Stream Classification: Exploiting Entity Similarity to Label the Future Observations Referring to an Entity. DSAA 2018: 246-255 - [c127]Elson Serrao, Myra Spiliopoulou:
Active Stream Learning with an Oracle of Unknown Availability for Sentiment Prediction. IAL@PKDD/ECML 2018: 36-47 - [c126]Tommy Hielscher, Henry Völzke, Panagiotis Papapetrou, Myra Spiliopoulou:
Discovering, selecting and exploiting feature sequence records of study participants for the classification of epidemiological data on hepatic steatosis. SAC 2018: 6-13 - [c125]Christian Beyer, Uli Niemann, Vishnu Unnikrishnan, Eirini Ntoutsi, Myra Spiliopoulou:
Predicting polarities of entity-centered documents without reading their contents. SAC 2018: 525-528 - [c124]Damianos P. Melidis, Alvaro Veizaga Campero, Vasileios Iosifidis, Eirini Ntoutsi, Myra Spiliopoulou:
Enriching Lexicons with Ephemeral Words for Sentiment Analysis in Social Streams. WIMS 2018: 38:1-38:8 - [c123]Alípio Jorge, João Vinagre, Pawel Matuszyk, Myra Spiliopoulou:
ORSUM Chairs' Welcome & Organization. WWW (Companion Volume) 2018: 1365-1366 - [e31]Sven Apel, Abraham Bernstein, Wolfgang Effelsberg, Felix C. Freiling, Steffen Hölldobler, Hans-Peter Lenhof, Paul Molitor, Gustaf Neumann, Rüdiger Reischuk, Nicole Schweikardt, Björn Scheuermann, Myra Spiliopoulou, Sabine Süsstrunk:
Ausgezeichnete Informatikdissertationen 2017. LNI D-18, GI 2018, ISBN 978-3-88579-977-1 [contents] - [i6]Stefan Räbiger, Yücel Saygin, Myra Spiliopoulou:
How Does Tweet Difficulty Affect Labeling Performance of Annotators? CoRR abs/1808.00388 (2018) - 2017
- [j52]Kurt Driessens, Dragi Kocev, Marko Robnik-Sikonja, Myra Spiliopoulou:
Introduction to the special issue dedicated to the Journal Track of ECML PKDD 2017. Data Min. Knowl. Discov. 31(5): 1155-1156 (2017) - [j51]Pawel Matuszyk, Myra Spiliopoulou:
Stream-based semi-supervised learning for recommender systems. Mach. Learn. 106(6): 771-798 (2017) - [j50]Kurt Driessens, Dragi Kocev, Marko Robnik-Sikonja, Myra Spiliopoulou:
Introduction to the special issue dedicated to the Journal Track of ECML PKDD 2017. Mach. Learn. 106(9-10): 1243-1244 (2017) - [c122]Uli Niemann, Myra Spiliopoulou, Bernhard Preim, Till Ittermann, Henry Völzke:
Combining Subgroup Discovery and Clustering to Identify Diverse Subpopulations in Cohort Study Data. CBMS 2017: 582-587 - [c121]Miro Schleicher, Till Ittermann, Uli Niemann, Henry Völzke, Myra Spiliopoulou:
ICE: Interactive Classification Rule Exploration on Epidemiological Data. CBMS 2017: 606-611 - [c120]Arne Schneck, Sven Kalle, Rüdiger Pryss, Winfried Schlee, Thomas Probst, Berthold Langguth, Michael Landgrebe, Manfred Reichert, Myra Spiliopoulou:
Studying the Potential of Multi-target Classification to Characterize Combinations of Classes with Skewed Distribution. CBMS 2017: 630-635 - [c119]Rüdiger Pryss, Thomas Probst, Winfried Schlee, Johannes Schobel, Berthold Langguth, Patrick Neff, Myra Spiliopoulou, Manfred Reichert:
Mobile Crowdsensing for the Juxtaposition of Realtime Assessments and Retrospective Reporting for Neuropsychiatric Symptoms. CBMS 2017: 642-647 - [c118]Shiva Alemzadeh, Uli Niemann, Till Ittermann, Henry Völzke, Daniel Schneider, Myra Spiliopoulou, Bernhard Preim:
Visual Analytics of Missing Data in Epidemiological Cohort Studies. VCBM 2017: 43-51 - [c117]Shiva Alemzadeh, Tommy Hielscher, Uli Niemann, Lena Cibulski, Till Ittermann, Henry Völzke, Myra Spiliopoulou, Bernhard Preim:
Subpopulation Discovery and Validation in Epidemiological Data. EuroVA@EuroVis 2017: 43-47 - [e30]Abraham Bernstein, Wolfgang Effelsberg, Felix C. Freiling, Steffen Hölldobler, Hans-Peter Lenhof, Paul Molitor, Gustaf Neumann, Rüdiger Reischuk, Nicole Schweikardt, Myra Spiliopoulou, Sabine Süsstrunk:
Ausgezeichnete Informatikdissertationen 2016. LNI D-17, GI 2017, ISBN 978-3-88579-976-4 [contents] - [r1]Myra Spiliopoulou, Eirini Ntoutsi, Max Zimmermann:
Opinion Stream Mining. Encyclopedia of Machine Learning and Data Mining 2017: 938-947 - [i5]Shiva Alemzadeh, Tommy Hielscher, Uli Niemann, Lena Cibulski, Till Ittermann, Henry Völzke, Myra Spiliopoulou, Bernhard Preim:
Visual Subpopulation Discovery and Validation in Cohort Study Data. CoRR abs/1711.09377 (2017) - 2016
- [j49]Max Zimmermann, Eirini Ntoutsi, Myra Spiliopoulou:
Extracting opinionated (sub)features from a stream of product reviews using accumulated novelty and internal re-organization. Inf. Sci. 329: 876-899 (2016) - [c116]Uli Niemann, Myra Spiliopoulou, Fred Samland, Thorsten Szczepanski, Jens Grützner, Antao Ming, Juliane Kellersmann, Jan Malanowski, Silke Klose, Peter R. Mertens:
Learning Pressure Patterns for Patients with Diabetic Foot Syndrome. CBMS 2016: 54-59 - [c115]Tommy Hielscher, Myra Spiliopoulou, Henry Völzke, Jens-Peter Kühn:
Identifying Relevant Features for a Multi-factorial Disorder with Constraint-Based Subspace Clustering. CBMS 2016: 207-212 - [c114]Daniel Kottke, Georg Krempl, Dominik Lang, Johannes Teschner, Myra Spiliopoulou:
Multi-Class Probabilistic Active Learning. ECAI 2016: 586-594 - [c113]Alípio M. Jorge, João Vinagre, Marcos Aurélio Domingues, João Gama, Carlos Soares, Pawel Matuszyk, Myra Spiliopoulou:
Scalable Online Top-N Recommender Systems. EC-Web 2016: 3-20 - [c112]Juliana Alves Pereira, Pawel Matuszyk, Sebastian Krieter, Myra Spiliopoulou, Gunter Saake:
A feature-based personalized recommender system for product-line configuration. GPCE 2016: 120-131 - [c111]Dominik Lang, Daniel Kottke, Georg Krempl, Myra Spiliopoulou:
Investigating Exploratory Capabilities of Uncertainty Sampling using SVMs in Active Learning. AL@iKNOW 2016: 25-34 - [c110]Stefan Räbiger, Mishal Kazmi, Yücel Saygin, Peter Schüller, Myra Spiliopoulou:
SteM at SemEval-2016 Task 4: Applying Active Learning to Improve Sentiment Classification. SemEval@NAACL-HLT 2016: 64-70 - [e29]Abraham Bernstein, Wolfgang Effelsberg, Felix C. Freiling, Steffen Hölldobler, Hans-Peter Lenhof, Paul Molitor, Gustaf Neumann, Rüdiger Reischuk, Nicole Schweikardt, Myra Spiliopoulou, Harald Störrle, Sabine Süsstrunk:
Ausgezeichnete Informatikdissertationen 2015. LNI D-16, GI 2016, ISBN 978-3-88579-975-7 [contents] - 2015
- [j48]Zaigham Faraz Siddiqui, Georg Krempl, Myra Spiliopoulou, José M. Peña, Nuria Paul, Fernando Maestú:
Predicting the post-treatment recovery of patients suffering from traumatic brain injury (TBI). Brain Informatics 2(1): 33-44 (2015) - [j47]Stefan Räbiger, Myra Spiliopoulou:
A framework for validating the merit of properties that predict the influence of a twitter user. Expert Syst. Appl. 42(5): 2824-2834 (2015) - [j46]Zaigham Faraz Siddiqui, Eleftherios Tiakas, Panagiotis Symeonidis, Myra Spiliopoulou, Yannis Manolopoulos:
Learning Relational User Profiles and Recommending Items as Their Preferences Change. Int. J. Artif. Intell. Tools 24(2): 1540009:1-1540009:31 (2015) - [j45]Max Zimmermann, Eirini Ntoutsi, Myra Spiliopoulou:
Discovering and monitoring product features and the opinions on them with OPINSTREAM. Neurocomputing 150: 318-330 (2015) - [c109]Uli Niemann, Tommy Hielscher, Myra Spiliopoulou, Henry Völzke, Jens-Peter Kühn:
Can We Classify the Participants of a Longitudinal Epidemiological Study from Their Previous Evolution? CBMS 2015: 121-126 - [c108]Georg Krempl, Tuan Cuong Ha, Myra Spiliopoulou:
Clustering-Based Optimised Probabilistic Active Learning (COPAL). Discovery Science 2015: 101-115 - [c107]Pawel Matuszyk, Myra Spiliopoulou:
Semi-supervised Learning for Stream Recommender Systems. Discovery Science 2015: 131-145 - [c106]Daniel Kottke, Georg Krempl, Myra Spiliopoulou:
Probabilistic Active Learning in Datastreams. IDA 2015: 145-157 - [c105]Myra Spiliopoulou, Pedro Pereira Rodrigues, Ernestina Menasalvas Ruiz:
Medical Mining: KDD 2015 Tutorial. KDD 2015: 2325 - [c104]Sebastian Wagner, Max Zimmermann, Eirini Ntoutsi, Myra Spiliopoulou:
Ageing-Based Multinomial Naive Bayes Classifiers Over Opinionated Data Streams. ECML/PKDD (1) 2015: 401-416 - [c103]Pawel Matuszyk, João Vinagre, Myra Spiliopoulou, Alípio Mário Jorge, João Gama:
Forgetting methods for incremental matrix factorization in recommender systems. SAC 2015: 947-953 - [e28]Abraham Bernstein, Wolfgang Effelsberg, Felix C. Freiling, Steffen Hölldobler, Hans-Peter Lenhof, Paul Molitor, Gustaf Neumann, Rüdiger Reischuk, Nicole Schweikardt, Myra Spiliopoulou, Harald Störrle, Sabine Süsstrunk:
Ausgezeichnete Informatikdissertationen 2014. LNI D-15, GI 2015, ISBN 978-3-88579-419-6 [contents] - [e27]Albert Bifet, Michael May, Bianca Zadrozny, Ricard Gavaldà, Dino Pedreschi, Francesco Bonchi, Jaime S. Cardoso, Myra Spiliopoulou:
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III. Lecture Notes in Computer Science 9286, Springer 2015, ISBN 978-3-319-23460-1 [contents] - [i4]Max Zimmermann, Eirini Ntoutsi, Myra Spiliopoulou:
Incremental Active Opinion Learning Over a Stream of Opinionated Documents. CoRR abs/1509.01288 (2015) - 2014
- [j44]Hans-Henning Gabriel, Myra Spiliopoulou, Alexandros Nanopoulos:
Summarizing dynamic Social Tagging Systems. Expert Syst. Appl. 41(2): 457-469 (2014) - [j43]Uli Niemann, Henry Völzke, Jens-Peter Kühn, Myra Spiliopoulou:
Learning and inspecting classification rules from longitudinal epidemiological data to identify predictive features on hepatic steatosis. Expert Syst. Appl. 41(11): 5405-5415 (2014) - [j42]Georg Krempl, Indre Zliobaite, Dariusz Brzezinski, Eyke Hüllermeier, Mark Last, Vincent Lemaire, Tino Noack, Ammar Shaker, Sonja Sievi, Myra Spiliopoulou, Jerzy Stefanowski:
Open challenges for data stream mining research. SIGKDD Explor. 16(1): 1-10 (2014) - [c102]Zaigham Faraz Siddiqui, Georg Krempl, Myra Spiliopoulou, José M. Peña, Nuria Paul, Fernando Maestú:
Are Some Brain Injury Patients Improving More Than Others? Brain Informatics and Health 2014: 376-387 - [c101]Tommy Hielscher, Myra Spiliopoulou, Henry Völzke, Jens-Peter Kühn:
Using Participant Similarity for the Classification of Epidemiological Data on Hepatic Steatosis. CBMS 2014: 1-7 - [c100]Georg Krempl, Daniel Kottke, Myra Spiliopoulou:
Probabilistic Active Learning: Towards Combining Versatility, Optimality and Efficiency. Discovery Science 2014: 168-179 - [c99]Pawel Matuszyk, Myra Spiliopoulou:
Selective Forgetting for Incremental Matrix Factorization in Recommender Systems. Discovery Science 2014: 204-215 - [c98]Georg Krempl, Daniel Kottke, Myra Spiliopoulou:
Probabilistic Active Learning: A Short Proposition. ECAI 2014: 1049-1050 - [c97]Max Zimmermann, Eirini Ntoutsi, Myra Spiliopoulou:
A Semi-Supervised Self-Adaptive Classifier over Opinionated Streams. ICDM Workshops 2014: 425-432 - [c96]Tommy Hielscher, Myra Spiliopoulou, Henry Völzke, Jens-Peter Kühn:
Mining Longitudinal Epidemiological Data to Understand a Reversible Disorder. IDA 2014: 120-130 - [c95]Uli Niemann, Myra Spiliopoulou, Henry Völzke, Jens-Peter Kühn:
Interactive Medical Miner: Interactively Exploring Subpopulations in Epidemiological Datasets. ECML/PKDD (3) 2014: 460-463 - [c94]Max Zimmermann, Eirini Ntoutsi, Myra Spiliopoulou:
Adaptive semi supervised opinion classifier with forgetting mechanism. SAC 2014: 805-812 - [c93]Pawel Matuszyk, Myra Spiliopoulou:
Hoeffding-CF: Neighbourhood-Based Recommendations on Reliably Similar Users. UMAP 2014: 146-157 - [c92]Zaigham Faraz Siddiqui, Eleftherios Tiakas, Panagiotis Symeonidis, Myra Spiliopoulou, Yannis Manolopoulos:
xStreams: Recommending Items to Users with Time-evolving Preferences. WIMS 2014: 22:1-22:12 - [c91]Pawel Matuszyk, Myra Spiliopoulou:
Predicting the Performance of Collaborative Filtering Algorithms. WIMS 2014: 38:1-38:6 - [e26]Myra Spiliopoulou, Lars Schmidt-Thieme, Ruth Janning:
Data Analysis, Machine Learning and Knowledge Discovery - Proceedings of the 36th Annual Conference of the Gesellschaft für Klassifikation e. V., Hildesheim, Germany, August 2012. Studies in Classification, Data Analysis, and Knowledge Organization, Springer 2014, ISBN 978-3-319-01594-1 [contents] - [e25]Abraham Bernstein, Wolfgang Effelsberg, Steffen Hölldobler, Hans-Peter Lenhof, Klaus-Peter Löhr, Paul Molitor, Gustaf Neumann, Rüdiger Reischuk, Nicole Schweikardt, Myra Spiliopoulou, Harald Störrle, Sabine Süsstrunk:
Ausgezeichnete Informatikdissertationen 2013. LNI D-14, GI 2014, ISBN 978-3-88579-418-9 [contents] - 2013
- [j41]Christian Czarnecki, Axel Winkelmann, Myra Spiliopoulou:
Reference Process Flows for Telecommunication Companies - An Extension of the eTOM Model. Bus. Inf. Syst. Eng. 5(2): 83-96 (2013) - [j40]Christian Czarnecki, Axel Winkelmann, Myra Spiliopoulou:
Referenzprozessabläufe für Telekommunikationsunternehmen - Eine Erweiterung des eTOM-Modells. Wirtschaftsinf. 55(2): 83-97 (2013) - [c90]Sylvia Glaßer, Uli Niemann, Uta Preim, Bernhard Preim, Myra Spiliopoulou:
Classification of Benign and Malignant DCE-MRI Breast Tumors by Analyzing the Most Suspect Region. Bildverarbeitung für die Medizin 2013: 45-50 - [c89]Sylvia Glaßer, Uli Niemann, Bernhard Preim, Myra Spiliopoulou:
Can we distinguish between benign and malignant breast tumors in DCE-MRI by studying a tumor's most suspect region only? CBMS 2013: 77-82 - [c88]Max Zimmermann, Eirini Ntoutsi, Myra Spiliopoulou:
Extracting Opinionated (Sub)Features from a Stream of Product Reviews. Discovery Science 2013: 340-355 - [c87]Pawel Matuszyk, Georg Krempl, Myra Spiliopoulou:
Correcting the Usage of the Hoeffding Inequality in Stream Mining. IDA 2013: 298-309 - [c86]Pawel Matuszyk, Myra Spiliopoulou:
Framework for Storing and Processing Relational Entities in Stream Mining. PAKDD (2) 2013: 497-508 - [c85]Myra Spiliopoulou, Eirini Ntoutsi, Yannis Theodoridis, René Schult:
MONIC and Followups on Modeling and Monitoring Cluster Transitions. ECML/PKDD (3) 2013: 622-626 - 2012
- [j39]Myra Spiliopoulou, Bamshad Mobasher, Olfa Nasraoui, Osmar R. Zaïane:
Guest editorial: special issue on a decade of mining the Web. Data Min. Knowl. Discov. 24(3): 473-477 (2012) - [j38]Christian Czarnecki, Myra Spiliopoulou:
A holistic framework for the implementation of a next generation network. Int. J. Bus. Inf. Syst. 9(4): 385-401 (2012) - [j37]Eirini Ntoutsi, Myra Spiliopoulou, Yannis Theodoridis:
FINGERPRINT: Summarizing Cluster Evolution in Dynamic Environments. Int. J. Data Warehous. Min. 8(3): 27-44 (2012) - [c84]René Schult, Pawel Matuszyk, Myra Spiliopoulou:
Framework for Computer Aided Analysis of Medical Protocols in a Hospital. HEALTHINF 2012: 225-230 - [c83]Myra Spiliopoulou:
Stream Mining in Education? Dealing with Evolution. EDM 2012: 3-4 - [c82]Zaigham Faraz Siddiqui, Márcia D. B. Oliveira, João Gama, Myra Spiliopoulou:
Where Are We Going? Predicting the Evolution of Individuals. IDA 2012: 357-368 - [c81]Christian Czarnecki, Axel Winkelmann, Myra Spiliopoulou:
Transformation in Telecommunication - Analyse und Clustering von Real-life Projekten. MKWI 2012: 985-998 - [c80]Maria Halkidi, Myra Spiliopoulou, Aikaterini Pavlou:
A Semi-supervised Incremental Clustering Algorithm for Streaming Data. PAKDD (1) 2012: 578-590 - [c79]Max Zimmermann, Irene Ntoutsi, Zaigham Faraz Siddiqui, Myra Spiliopoulou, Hans-Peter Kriegel:
Discovering global and local bursts in a stream of news. SAC 2012: 807-812 - [e24]Abraham Bernstein, Steffen Hölldobler, Klaus-Peter Löhr, Paul Molitor, Gustaf Neumann, Rüdiger Reischuk, Myra Spiliopoulou, Harald Störrle, Dorothea Wagner:
Ausgezeichnete Informatikdissertationen 2011. LNI D-12, GI 2012, ISBN 978-3-88579-416-5 [contents] - [e23]Abraham Bernstein, Wolfgang Effelsberg, Steffen Hölldobler, Hans-Peter Lenhof, Klaus-Peter Löhr, Paul Molitor, Gustaf Neumann, Rüdiger Reischuk, Nicole Schweikardt, Myra Spiliopoulou, Harald Störrle, Sabine Süsstrunk:
Ausgezeichnete Informatikdissertationen 2012. LNI D-13, GI 2012, ISBN 978-3-88579-417-2 [contents] - 2011
- [c78]Anja Bachmann, René Schult, Matthias Lange, Myra Spiliopoulou:
Extracting cross references from life science databases for search result ranking. CIKM 2011: 1253-1258 - [c77]Irene Ntoutsi, Myra Spiliopoulou, Yannis Theodoridis:
Summarizing Cluster Evolution in Dynamic Environments. ICCSA (2) 2011: 562-577 - [c76]Eleftherios Spyromitros Xioufis, Myra Spiliopoulou, Grigorios Tsoumakas, Ioannis P. Vlahavas:
Dealing with Concept Drift and Class Imbalance in Multi-Label Stream Classification. IJCAI 2011: 1583-1588 - [c75]Georg Krempl, Zaigham Faraz Siddiqui, Myra Spiliopoulou:
Online Clustering of High-Dimensional Trajectories under Concept Drift. ECML/PKDD (2) 2011: 261-276 - [c74]Zaigham Faraz Siddiqui, Myra Spiliopoulou:
Classification Rule Mining for a Stream of Perennial Objects. RuleML Europe 2011: 281-296 - [c73]Barbara Poblete, Myra Spiliopoulou, Marcelo Mendoza:
Query-Sets + + : A Scalable Approach for Modeling Web Sites. SPIRE 2011: 129-134 - [c72]Hans-Henning Gabriel, Myra Spiliopoulou, Emmanouela Stachtiari, Athena Vakali:
Summarization Meets Visualization on Online Social Networks. Web Intelligence 2011: 475-478 - [c71]André Gohr, Alexander Hinneburg, Myra Spiliopoulou, Ricardo Usbeck:
On the distinctiveness of tags in collaborative tagging systems. WIMS 2011: 62 - [p1]Myra Spiliopoulou:
Evolution in Social Networks: A Survey. Social Network Data Analytics 2011: 149-175 - [e22]Abraham Bernstein, Steffen Hölldobler, Günter Hotz, Klaus-Peter Löhr, Paul Molitor, Gustaf Neumann, Rüdiger Reischuk, Dietmar Saupe, Myra Spiliopoulou, Harald Störrle, Dorothea Wagner:
Ausgezeichnete Informatikdissertationen 2010. LNI D-11, GI 2011, ISBN 978-3-88579-415-8 [contents] - [e21]Myra Spiliopoulou, Haixun Wang, Diane J. Cook, Jian Pei, Wei Wang, Osmar R. Zaïane, Xindong Wu:
Data Mining Workshops (ICDMW), 2011 IEEE 11th International Conference on, Vancouver, BC, Canada, December 11, 2011. IEEE Computer Society 2011, ISBN 978-0-7695-4409-0 [contents] - [e20]Myra Spiliopoulou, Andreas Nürnberger, René Schult:
Report of the symposium "Lernen, Wissen, Adaptivität 2011" of the GI special interest groups KDML, IR and WM, LWA 2011, Magdeburg, 28.-30.September 2011. Fakultät für Informatik, Otto-von-Guericke-Universität Magdeburg 2011 [contents] - 2010
- [j36]Carlos Ruiz, Myra Spiliopoulou, Ernestina Menasalvas Ruiz:
Density-based semi-supervised clustering. Data Min. Knowl. Discov. 21(3): 345-370 (2010) - [j35]Epaminondas Kapetanios, Vijayan Sugumaran, Myra Spiliopoulou:
Guest editorial: Special Issue - 13th International Conference on Natural Language and Information Systems (NLDB 2008). Data Knowl. Eng. 69(3): 249-250 (2010) - [j34]Christian Czarnecki, Axel Winkelmann, Myra Spiliopoulou:
Services in electronic telecommunication markets: a framework for planning the virtualization of processes. Electron. Mark. 20(3-4): 197-207 (2010) - [j33]Margaret H. Dunham, Michael Hahsler, Myra Spiliopoulou:
Novel data stream pattern mining report on the StreamKDD'10 workshop. SIGKDD Explor. 12(2): 54-55 (2010) - [j32]Barbara Poblete, Myra Spiliopoulou, Ricardo Baeza-Yates:
Privacy-preserving query log mining for business confidentiality protection. ACM Trans. Web 4(3): 10:1-10:26 (2010) - [c70]André Gohr, Myra Spiliopoulou, Alexander Hinneburg:
Visually Summarizing the Evolution of Documents under a Social Tag. KDIR 2010: 85-94 - [c69]Hans-Henning Gabriel, Myra Spiliopoulou, Alexandros Nanopoulos:
Crosssense - Sensemaking in a Folksonomy with Cross-modal Clustering over Content and User Activities. KDIR 2010: 100-111 - [c68]André Gohr, Myra Spiliopoulou, Alexander Hinneburg:
Visually Summarizing Semantic Evolution in Document Streams with Topic Table. IC3K 2010: 136-150 - [c67]Christian Czarnecki, Axel Winkelmann, Myra Spiliopoulou:
Making Business Systems in the Telecommunication Industry More Customer-Oriented. ISD 2010: 169-180 - [c66]André Gohr, Myra Spiliopoulou, Alexander Hinneburg:
Visually summarizing the Evolution of Documents under a Social Tag. LWA 2010: 67 - [c65]Hans-Henning Gabriel, Myra Spiliopoulou, Alexandros Nanopoulos:
Eigenvector-based clustering using aggregated similarity matrices. SAC 2010: 1083-1087 - [c64]Zaigham Faraz Siddiqui, Myra Spiliopoulou:
Tree Induction over Perennial Objects. SSDBM 2010: 640-657 - [e19]Abraham Bernstein, Steffen Hölldobler, Günter Hotz, Klaus-Peter Löhr, Paul Molitor, Gustaf Neumann, Rüdiger Reischuk, Dietmar Saupe, Myra Spiliopoulou, Harald Störrle, Dorothea Wagner:
Ausgezeichnete Informatikdissertationen 2009. LNI D-10, GI 2010, ISBN 978-3-88579-414-1 [contents] - [e18]Abraham Bernstein, Thomas Dreier, Steffen Hölldobler, Günter Hotz, Klaus-Peter Löhr, Paul Molitor, Gustaf Neumann, Rüdiger Reischuk, Dietmar Saupe, Myra Spiliopoulou, Harald Störrle, Dorothea Wagner:
Ausgezeichnete Informatikdissertationen 2008. LNI D-9, GI 2010, ISBN 978-3-88579-413-4 [contents] - [e17]Margaret H. Dunham, Michael Hahsler, Myra Spiliopoulou:
Proceedings of the First International Workshop on Novel Data Stream Pattern Mining Techniques, StreamKDD '10, Washington, D.C., USA, July 25, 2010. ACM 2010, ISBN 978-1-4503-0226-5 [contents]
2000 – 2009
- 2009
- [j31]Irene Ntoutsi, Myra Spiliopoulou, Yannis Theodoridis:
Tracing cluster transitions for different cluster types. Control. Cybern. 38(1): 239-259 (2009) - [c63]Carlos Ruiz, Carlos G. Vallejo, Myra Spiliopoulou, Ernestina Menasalvas Ruiz:
Automated Constraint Selection for Semi-supervised Clustering Algorithm. CAEPIA 2009: 151-160 - [c62]Carlos Ruiz, Ernestina Menasalvas Ruiz, Myra Spiliopoulou:
C-DenStream: Using Domain Knowledge on a Data Stream. Discovery Science 2009: 287-301 - [c61]Zaigham Faraz Siddiqui, Myra Spiliopoulou:
Stream Clustering of Growing Objects. Discovery Science 2009: 433-440 - [c60]Max Zimmermann, Thomas Kirste, Myra Spiliopoulou:
Finding Stops in Error-Prone Trajectories of Moving Objects with Time-Based Clustering. IMC 2009: 275-286 - [c59]Ioannis Karydis, Alexandros Nanopoulos, Hans-Henning Gabriel, Myra Spiliopoulou:
Tag-Aware Spectral Clustering of Music Items. ISMIR 2009: 159-164 - [c58]André Gohr, Alexander Hinneburg, René Schult, Myra Spiliopoulou:
Topic Evolution in a Stream of Documents. SDM 2009: 859-870 - [c57]Zaigham Faraz Siddiqui, Myra Spiliopoulou:
Combining Multiple Interrelated Streams for Incremental Clustering. SSDBM 2009: 535-552 - [c56]Alexandros Nanopoulos, Hans-Henning Gabriel, Myra Spiliopoulou:
Spectral Clustering in Social-Tagging Systems. WISE 2009: 87-100 - [e16]Haizheng Zhang, Myra Spiliopoulou, Bamshad Mobasher, C. Lee Giles, Andrew McCallum, Olfa Nasraoui, Jaideep Srivastava, John Yen:
Advances in Web Mining and Web Usage Analysis, 9th International Workshop on Knowledge Discovery on the Web, WebKDD 2007, and 1st International Workshop on Social Networks Analysis, SNA-KDD 2007, San Jose, CA, USA, August 12-15, 2007. Revised Papers. Lecture Notes in Computer Science 5439, Springer 2009, ISBN 978-3-642-00527-5 [contents] - [e15]Bettina Berendt, Dunja Mladenic, Marco de Gemmis, Giovanni Semeraro, Myra Spiliopoulou, Gerd Stumme, Vojtech Svátek, Filip Zelezný:
Knowledge Discovery Enhanced with Semantic and Social Information. Studies in Computational Intelligence 220, 2009, ISBN 978-3-642-01890-9 [contents] - 2008
- [j30]René Schult, Myra Spiliopoulou:
Contributing to Market Monitoring with Topic Evolution Monitoring. Datenbank-Spektrum 8(25): 23-30 (2008) - [j29]Marko Brunzel, Myra Spiliopoulou:
Discovering Groups of Sibling Terms from Web Documents with XTREEM-SG. J. Data Semant. 11: 126-155 (2008) - [j28]John F. Roddick, Myra Spiliopoulou, Daniel Lister, Aaron Ceglar:
Higher order mining. SIGKDD Explor. 10(1): 5-17 (2008) - [j27]Mirko Böttcher, Frank Höppner, Myra Spiliopoulou:
On exploiting the power of time in data mining. SIGKDD Explor. 10(2): 3-11 (2008) - [j26]Olfa Nasraoui, Myra Spiliopoulou, Osmar R. Zaïane, Jaideep Srivastava, Bamshad Mobasher:
WebKDD 2008: 10 years of knowledge discovery on the web post-workshop report. SIGKDD Explor. 10(2): 78-83 (2008) - [c55]Tanja Falkowski, Anja Barth, Myra Spiliopoulou:
Studying Community Dynamics with an Incremental Graph Mining Algorithm. AMCIS 2008: 29 - [c54]Myra Spiliopoulou, René Schult:
Lifelong Knowledge Acquisition with Topic Monitoring. GI Jahrestagung (1) 2008: 378-385 - [e14]Abraham Bernstein, Thomas Dreier, Steffen Hölldobler, Günter Hotz, Klaus-Peter Löhr, Paul Molitor, Gustaf Neumann, Rüdiger Reischuk, Dietmar Saupe, Myra Spiliopoulou, Harald Störrle, Dorothea Wagner:
Ausgezeichnete Informatikdissertationen 2007. LNI D-8, GI 2008, ISBN 978-3-88579-412-7 [contents] - [e13]Epaminondas Kapetanios, Vijayan Sugumaran, Myra Spiliopoulou:
Natural Language and Information Systems, 13th International Conference on Applications of Natural Language to Information Systems, NLDB 2008, London, UK, June 24-27, 2008, Proceedings. Lecture Notes in Computer Science 5039, Springer 2008, ISBN 978-3-540-69857-9 [contents] - [i3]Myra Spiliopoulou, Maurice van Keulen, Hans-Joachim Lenz, Jef Wijsen, Matthias Renz, Rudolf Kruse, Mirco Stern:
08421 Working Group: Imprecision, Diversity and Uncertainty: Disentangling Threads in Uncertainty Management. Uncertainty Management in Information Systems 2008 - 2007
- [j25]Marko Brunzel, Myra Spiliopoulou:
Acquiring Semantic Sibling Associations from Web Documents. Int. J. Data Warehous. Min. 3(4): 83-98 (2007) - [j24]Tanja Falkowski, Myra Spiliopoulou:
Data Mining for Community Dynamics. Künstliche Intell. 21(3): 23-29 (2007) - [j23]Haizheng Zhang, John Yen, C. Lee Giles, Bamshad Mobasher, Myra Spiliopoulou, Jaideep Srivastava, Olfa Nasraoui, Andrew McCallum:
WebKDD/SNAKDD 2007: web mining and social network analysis post-workshop report. SIGKDD Explor. 9(2): 87-92 (2007) - [c53]Carlos Ruiz, Ernestina Menasalvas Ruiz, Myra Spiliopoulou:
Constraint-Based Query Clustering. AWIC 2007: 304-309 - [c52]Barbara Poblete, Myra Spiliopoulou, Ricardo A. Baeza-Yates:
Website Privacy Preservation for Query Log Publishing. PinKDD 2007: 80-96 - [c51]Myra Spiliopoulou:
Understanding Change before Adaptation: Tracing Changes over a Stream of Data. LWA 2007: 10 - [c50]Barbara Poblete, Myra Spiliopoulou, Ricardo A. Baeza-Yates:
Website Privacy Preservation for Query Log Publishing. NATO ASI Mining Massive Data Sets for Security 2007: 130-133 - [c49]Marko Brunzel, Myra Spiliopoulou:
Domain Relevance on Term Weighting. NLDB 2007: 427-432 - [c48]Carlos Ruiz, Myra Spiliopoulou, Ernestina Menasalvas Ruiz:
C-DBSCAN: Density-Based Clustering with Constraints. RSFDGrC 2007: 216-223 - [c47]Tanja Falkowski, Myra Spiliopoulou:
Users in Volatile Communities: Studying Active Participation and Community Evolution. User Modeling 2007: 47-56 - [c46]Tanja Falkowski, Anja Barth, Myra Spiliopoulou:
DENGRAPH: A Density-based Community Detection Algorithm. Web Intelligence 2007: 112-115 - [e12]Olfa Nasraoui, Myra Spiliopoulou, Jaideep Srivastava, Bamshad Mobasher, Brij M. Masand:
Advances in Web Mining and Web Usage Analysis, 8th International Workshop on Knowledge Discovery on the Web, WebKDD 2006, Philadelphia, PA, USA, August 20, 2006, Revised Papers. Lecture Notes in Computer Science 4811, Springer 2007, ISBN 978-3-540-77484-6 [contents] - 2006
- [j22]Olfa Nasraoui, Myra Spiliopoulou, Jaideep Srivastava, Bamshad Mobasher, Brij M. Masand:
WebKDD 2006: web mining and web usage analysis post-workshop report. SIGKDD Explor. 8(2): 84-89 (2006) - [c45]René Schult, Myra Spiliopoulou:
Discovering Emerging Topics in Unlabelled Text Collections. ADBIS 2006: 353-366 - [c44]Marko Brunzel, Myra Spiliopoulou:
Discovering Semantic Sibling Associations from Web Documents with XTREEM-SP. DaWaK 2006: 469-480 - [c43]Tanja Falkowski, Jörg Bartelheimer, Myra Spiliopoulou:
Community dynamics mining. ECIS 2006: 318-329 - [c42]Marko Brunzel, Myra Spiliopoulou:
Discovering Semantic Sibling Groups from Web Documents with XTREEM-SG. EKAW 2006: 141-157 - [c41]Myra Spiliopoulou, Irene Ntoutsi, Yannis Theodoridis, René Schult:
MONIC: modeling and monitoring cluster transitions. KDD 2006: 706-711 - [c40]Marko Brunzel, Myra Spiliopoulou:
Discovering Multi Terms and Co-hyponymy from XHTML Documents with XTREEM. KDXD 2006: 22-32 - [c39]René Schult, Myra Spiliopoulou:
Expanding the taxonomies of bibliographic archives with persistent long-term themes. SAC 2006: 627-634 - [c38]Tanja Falkowski, Jörg Bartelheimer, Myra Spiliopoulou:
Mining and Visualizing the Evolution of Subgroups in Social Networks. Web Intelligence 2006: 52-58 - [e11]Johannes Fürnkranz, Tobias Scheffer, Myra Spiliopoulou:
Machine Learning: ECML 2006, 17th European Conference on Machine Learning, Berlin, Germany, September 18-22, 2006, Proceedings. Lecture Notes in Computer Science 4212, Springer 2006, ISBN 3-540-45375-X [contents] - [e10]Torsten Grust, Hagen Höpfner, Arantza Illarramendi, Stefan Jablonski, Marco Mesiti, Sascha Müller, Paula-Lavinia Patranjan, Kai-Uwe Sattler, Myra Spiliopoulou, Jef Wijsen:
Current Trends in Database Technology - EDBT 2006, EDBT 2006 Workshops PhD, DataX, IIDB, IIHA, ICSNW, QLQP, PIM, PaRMA, and Reactivity on the Web, Munich, Germany, March 26-31, 2006, Revised Selected Papers. Lecture Notes in Computer Science 4254, Springer 2006, ISBN 3-540-46788-2 [contents] - [e9]Markus Ackermann, Bettina Berendt, Marko Grobelnik, Andreas Hotho, Dunja Mladenic, Giovanni Semeraro, Myra Spiliopoulou, Gerd Stumme, Vojtech Svátek, Maarten van Someren:
Semantics, Web and Mining, Joint International Workshops, EWMF 2005 and KDO 2005, Porto, Portugal, October 3 and 7, 2005, Revised Selected Papers. Lecture Notes in Computer Science 4289, Springer 2006, ISBN 3-540-47697-0 [contents] - [e8]Myra Spiliopoulou, Rudolf Kruse, Christian Borgelt, Andreas Nürnberger, Wolfgang Gaul:
From Data and Information Analysis to Knowledge Engineering, Proceedings of the 29th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Magdeburg, March 9-11, 2005. Studies in Classification, Data Analysis, and Knowledge Organization, Springer 2006, ISBN 978-3-540-31313-7 [contents] - [e7]Abraham Bernstein, Thomas Dreier, Steffen Hölldobler, Günter Hotz, Klaus-Peter Löhr, Paul Molitor, Gustaf Neumann, Rüdiger Reischuk, Dietmar Saupe, Myra Spiliopoulou, Dorothea Wagner:
Ausgezeichnete Informatikdissertationen 2005. LNI D-6, GI 2006, ISBN 978-3-88579-410-3 [contents] - [e6]Olfa Nasraoui, Osmar R. Zaïane, Myra Spiliopoulou, Bamshad Mobasher, Brij M. Masand, Philip S. Yu:
Advances in Web Mining and Web Usage Analysis, 7th International Workshop on Knowledge Discovery on the Web, WebKDD 2005, Chicago, IL, USA, August 21, 2005. Revised Papers. Lecture Notes in Computer Science 4198, Springer 2006, ISBN 3-540-46346-1 [contents] - [e5]Johannes Fürnkranz, Tobias Scheffer, Myra Spiliopoulou:
Knowledge Discovery in Databases: PKDD 2006, 10th European Conference on Principles and Practice of Knowledge Discovery in Databases, Berlin, Germany, September 18-22, 2006, Proceedings. Lecture Notes in Computer Science 4213, Springer 2006, ISBN 3-540-45374-1 [contents] - 2005
- [j21]Olfa Nasraoui, Osmar R. Zaïane, Myra Spiliopoulou, Bamshad Mobasher, Brij M. Masand, Philip S. Yu:
WebKDD 2005: web mining and web usage analysis post-workshop report. SIGKDD Explor. 7(2): 139-142 (2005) - [c37]Roland M. Müller, Stephanie Haiduk, Nadine Heertsch, Hans-Joachim Lenz, Myra Spiliopoulou:
Experimental Investigation of the Effects of Different Market Mechanisms for Electronic Knowledge Markets. ECIS 2005: 1115-1126 - [c36]Markus Schaal, Roland M. Müller, Marko Brunzel, Myra Spiliopoulou:
RELFIN - Topic Discovery for Ontology Enhancement and Annotation. ESWC 2005: 608-622 - [c35]Myra Spiliopoulou, Markus Schaal, Roland M. Müller, Marko Brunzel:
Evaluation of Ontology Enhancement Tools. EWMF/KDO 2005: 132-146 - [c34]Roland M. Müller, Myra Spiliopoulou, Hans-Joachim Lenz:
The Influence of Incentives and Culture on Knowledge Sharing. HICSS 2005 - 2004
- [j20]Myra Spiliopoulou:
Overview of the ACM SIGKDD 2004 workshops. SIGKDD Explor. 6(2): 134-135 (2004) - [c33]Myra Spiliopoulou, Steffan Baron:
Temporal Evolution and Local Patterns. Local Pattern Detection 2004: 190-206 - [c32]Henner Graubitz, Myra Spiliopoulou:
Deriving Multiple Topics to Label Small Document Regions. DaWaK 2004: 289-298 - [c31]Henner Graubitz, Myra Spiliopoulou:
Deriving Multiple Topics to Label Small Document Regions. LWA 2004: 161 - [c30]Folker Folkens, Myra Spiliopoulou:
Towards an Evaluation Framework for Knowledge Management Systems. PAKM 2004: 23-34 - [c29]Myra Spiliopoulou, Roland M. Müller, Marko Brunzel, Fabio Rinaldi, Michael Hess, James Dowdall, William J. Black, Babis Theodoulidis, John McNaught, Luc Bernard, Gian Piero Zarri, Giorgos Orphanos, Maghi King, Andreas Persidis:
Coupling Information Extraction and Data Mining for Ontology Learning in PARMENIDES. RIAO 2004: 156-169 - [e4]Bettina Berendt, Andreas Hotho, Dunja Mladenic, Maarten van Someren, Myra Spiliopoulou, Gerd Stumme:
Web Mining: From Web to Semantic Web, First European Web Mining Forum, EMWF 2003, Cavtat-Dubrovnik, Croatia, September 22, 2003, Revised Selected and Invited Papers. Lecture Notes in Computer Science 3209, Springer 2004, ISBN 3-540-23258-3 [contents] - [i2]Raghu Ramakrishnan, Rakesh Agrawal, Johann-Christoph Freytag, Toni Bollinger, Christopher W. Clifton, Saso Dzeroski, Jochen Hipp, Daniel A. Keim, Stefan Kramer, Hans-Peter Kriegel, Ulf Leser, Bing Liu, Heikki Mannila, Rosa Meo, Shinichi Morishita, Raymond T. Ng, Jian Pei, Prabhakar Raghavan, Myra Spiliopoulou, Jaideep Srivastava, Vicenç Torra:
Data Mining: The Next Generation. Perspectives Workshop: Data Mining: The Next Generation 2004 - 2003
- [j19]Myra Spiliopoulou, Bamshad Mobasher, Bettina Berendt, Miki Nakagawa:
A Framework for the Evaluation of Session Reconstruction Heuristics in Web-Usage Analysis. INFORMS J. Comput. 15(2): 171-190 (2003) - [c28]Steffan Baron, Myra Spiliopoulou, Oliver Günther:
Efficient Monitoring of Patterns in Data Mining Environments. ADBIS 2003: 253-265 - [c27]Bettina Berendt, Andreas Hotho, Dunja Mladenic, Maarten van Someren, Myra Spiliopoulou, Gerd Stumme:
A Roadmap for Web Mining: From Web to Semantic Web. EWMF 2003: 1-22 - [c26]Steffan Baron, Myra Spiliopoulou:
Monitoring the Evolution of Web Usage Patterns. EWMF 2003: 181-200 - [c25]Anja Schulz, Myra Spiliopoulou, Karsten Winkler:
Kursrelevanzprognose von Ad-hoc-Meldungen: Text Mining wider die Informationsüberlastung im Mobile Banking. Wirtschaftsinformatik (2) 2003: 181-200 - [e3]Osmar R. Zaïane, Jaideep Srivastava, Myra Spiliopoulou, Brij M. Masand:
WEBKDD 2002 - MiningWeb Data for Discovering Usage Patterns and Profiles, 4th International Workshop, Edmonton, Canada, July 23, 2002, Revised Papers. Lecture Notes in Computer Science 2703, Springer 2003, ISBN 3-540-20304-4 [contents] - 2002
- [j18]Ron Kohavi, Brij M. Masand, Myra Spiliopoulou, Jaideep Srivastava:
Web Mining. Data Min. Knowl. Discov. 6(1): 5-8 (2002) - [j17]Roland M. Müller, Myra Spiliopoulou, Hans-Joachim Lenz:
Expertenrat in E-Marketplaces. HMD Prax. Wirtsch. 223 (2002) - [j16]Karsten Winkler, Myra Spiliopoulou:
Employing Text Mining for Semantic Tagging in DIAsDEM. Künstliche Intell. 16(2): 27-29 (2002) - [j15]Brij M. Masand, Myra Spiliopoulou, Jaideep Srivastava, Osmar R. Zaïane:
WEBKDD 2002 - Web Mining for Usage Patterns & Profiles. SIGKDD Explor. 4(2): 125 (2002) - [j14]John F. Roddick, Myra Spiliopoulou:
A Survey of Temporal Knowledge Discovery Paradigms and Methods. IEEE Trans. Knowl. Data Eng. 14(4): 750-767 (2002) - [c24]Carsten Pohle, Myra Spiliopoulou:
Building and Exploiting Ad Hoc Concept Hierarchies for Web Log Analysis. DaWaK 2002: 83-93 - [c23]Myra Spiliopoulou, Carsten Pohle:
Modelling and Incorporating Background Knowledge in the Web Mining Process. Pattern Detection and Discovery 2002: 154-169 - [c22]Bettina Berendt, Bamshad Mobasher, Miki Nakagawa, Myra Spiliopoulou:
The Impact of Site Structure and User Environment on Session Reconstruction in Web Usage Analysis. WEBKDD 2002: 159-179 - [c21]Karsten Winkler, Myra Spiliopoulou:
Structuring Domain-Specific Text Archives by Deriving a Probabilistic XML DTD. PKDD 2002: 461-474 - [e2]Ron Kohavi, Brij M. Masand, Myra Spiliopoulou, Jaideep Srivastava:
WEBKDD 2001 - Mining Web Log Data Across All Customers Touch Points, Third International Workshop, San Francisco, CA, USA, August 26, 2001, Revised Papers. Lecture Notes in Computer Science 2356, Springer 2002, ISBN 3-540-43969-2 [contents] - 2001
- [j13]Myra Spiliopoulou, Carsten Pohle:
Data Mining for Measuring and Improving the Success of Web Sites. Data Min. Knowl. Discov. 5(1/2): 85-114 (2001) - [j12]Jan Röttgers, Wolf-Fritz Riekert, Oliver Günther, Myra Spiliopoulou, Lukas Faulstich:
Metadatabases in environmental information systems: the Locator and Communication Service (VKS-Umwelt). Environ. Model. Softw. 16(5): 447-452 (2001) - [c20]Steffan Baron, Myra Spiliopoulou:
Monitoring Change in Mining Results. DaWaK 2001: 51-60 - [c19]Karsten Winkler, Myra Spiliopoulou:
Integrating Data and Probabilistically Structured Text Documents. Föderierte Datenbanken 2001: 16-29 - [c18]Henner Graubitz, Myra Spiliopoulou, Karsten Winkler:
The DIAsDEM Framework for Converting Domain-Specific Texts into XML Documents with Data Mining Techniques. ICDM 2001: 171-178 - [c17]Karsten Winkler, Myra Spiliopoulou:
Extraction of Semantic XML DTDs from Texts Using Data Mining Techniques. Semannot@K-CAP 2001 2001 - 2000
- [j11]Myra Spiliopoulou:
Web usage mining for Web site evaluation. Commun. ACM 43(8): 127-134 (2000) - [j10]Lukas Faulstich, Myra Spiliopoulou:
Building HyperView wrappers for publisher Web sites. Int. J. Digit. Libr. 3(1): 3-18 (2000) - [j9]Brij M. Masand, Myra Spiliopoulou:
WebKDD-99: Workshop on Web Usage Analysis and User Profiling. SIGKDD Explor. 1(2): 108-111 (2000) - [j8]Myra Spiliopoulou, Jaideep Srivastava, Ron Kohavi, Brij M. Masand:
WEBKDD 2000 - Web Mining for E-Commerce. SIGKDD Explor. 2(2): 106-107 (2000) - [j7]Bettina Berendt, Myra Spiliopoulou:
Analysis of Navigation Behaviour in Web Sites Integrating Multiple Information Systems. VLDB J. 9(1): 56-75 (2000) - [c16]Ron Kohavi, Myra Spiliopoulou, Jaideep Srivastava:
Web mining for e-commerce (workshop session - title only). KDD 2000: 534 - [c15]Srinath Srinivasa, Myra Spiliopoulou:
Discerning Behavioral Properties by Analyzing Transaction Logs. SAC (1) 2000: 281-282 - [c14]John F. Roddick, Kathleen Hornsby, Myra Spiliopoulou:
An Updated Bibliography of Temporal, Spatial, and Spatio-temporal Data Mining Research. TSDM 2000: 147-164 - [e1]Brij M. Masand, Myra Spiliopoulou:
Web Usage Analysis and User Profiling, International WEBKDD'99 Workshop, San Diego, California, USA, August 15, 1999, Revised Papers. Lecture Notes in Computer Science 1836, Springer 2000, ISBN 3-540-67818-2 [contents] - [i1]Myra Spiliopoulou, Carsten Pohle:
Data Mining to Measure and Improve the Success of Web Sites. CoRR cs.LG/0008009 (2000)
1990 – 1999
- 1999
- [j6]John F. Roddick, Myra Spiliopoulou:
A Bibliography of Temporal, Spatial and Spatio-Temporal Data Mining Research. SIGKDD Explor. 1(1): 34-38 (1999) - [c13]Srinath Srinivasa, Myra Spiliopoulou:
Modeling Interactions Based on Consistent Patterns. CoopIS 1999: 92-101 - [c12]Myra Spiliopoulou, Carsten Pohle, Lukas Faulstich:
Improving the Effectiveness of a Web Site with Web Usage Mining. WEBKDD 1999: 142-162 - [c11]Myra Spiliopoulou:
Managing Interesting Rules in Sequence Mining. PKDD 1999: 554-560 - [c10]Myra Spiliopoulou:
Data Mining for the Web. PKDD 1999: 588-589 - 1998
- [c9]Lukas Faulstich, Myra Spiliopoulou:
Building HyperView Wrappers for Publisher Web-Sites. ECDL 1998: 115-134 - [c8]Felix Naumann, Johann Christoph Freytag, Myra Spiliopoulou:
Quality Driven Source Selection Using Data Envelope Analysis. IQ 1998: 137-152 - [c7]Myra Spiliopoulou, Lukas Faulstich:
WUM - A Tool for WWW Ulitization Analysis. WebDB 1998: 184-103 - 1997
- [c6]Lukas Faulstich, Myra Spiliopoulou, Volker Linnemann:
WIND - A Warehouse for Internet Data. BNCOD 1997: 169-183 - 1996
- [j5]Myra Spiliopoulou, Michael Hatzopoulos, Costas Vassilakis:
A Cost Model for the Estimation Query Execution Time in a Parallel Environment Supporting Pipeline. Comput. Artif. Intell. 15(4): 341-368 (1996) - [j4]Myra Spiliopoulou, Michael Hatzopoulos, Yannis Cotronis:
Parallel Optimization of Large Join Queries with Set Operators and Aggregates in a Parallel Environment Supporting Pipeline. IEEE Trans. Knowl. Data Eng. 8(3): 429-445 (1996) - [c5]Myra Spiliopoulou, Johann Christoph Freytag:
Modelling Resource Utilization in Pipelined Query Execution. Euro-Par, Vol. I 1996: 872-880 - [c4]Myra Spiliopoulou:
Query Optimization in Multidatabases: A Calibration Mechanism Identifying the Optimization Principles of a Participant Database. Grundlagen von Datenbanken 1996: 91-95 - 1995
- [j3]Myra Spiliopoulou, Yannis Cotronis, Michael Hatzopoulos:
Query Processing for Multimedia Applications on Optical Media. Inf. Process. Lett. 53(6): 301-306 (1995) - [j2]Aphrodite Tsalgatidou, Constantine Halatsis, Myra Spiliopoulou, Michael Hatzopoulos:
A Multimedia Title Development Environment (MTDE). Inf. Process. Manag. 31(1): 101-112 (1995) - 1994
- [c3]Aphrodite Tsalgatidou, Myra Spiliopoulou, K. Apostolaki, I. Roussou, Michael Hatzopoulos:
A Hypermedia Tourist Guide. ENTER 1994: 72-79 - 1993
- [c2]Myra Spiliopoulou, Yannis Cotronis, Michael Hatzopoulos:
Parallel Optimisation of Join Queries Using an Enhanced Iterative Improvement Technique. PARLE 1993: 716-719 - 1992
- [j1]Myra Spiliopoulou, Michael Hatzopoulos:
Translation of SQL queries into a graph structure: query transformations and pre-optimization issues in a pipeline multiprocessor environment. Inf. Syst. 17(2): 161-170 (1992) - [c1]Myra Spiliopoulou, Michael Hatzopoulos, Costas Vassilakis:
Using Parallelism and Pipeline for the Optimisation of Join Queries. PARLE 1992: 279-294
Coauthor Index
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