Myra Spiliopoulou
Orcid: 0000-0002-1828-5759Affiliations:
- Otto-von-Guericke-University Magdeburg, Germany
According to our database1,
Myra Spiliopoulou
authored at least 249 papers
between 1992 and 2023.
Collaborative distances:
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Bibliography
2023
Prediction meets time series with gaps: User clusters with specific usage behavior patterns.
Artif. Intell. Medicine, August, 2023
XAI4EEG: spectral and spatio-temporal explanation of deep learning-based seizure detection in EEG time series.
Neural Comput. Appl., May, 2023
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., February, 2023
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., February, 2023
WISHFUL - Website Extraction of Institutional Sources with Heterogeneous Factors and User-Driven Linkage.
Proceedings of the Information Integration and Web Intelligence, 2023
A Similarity-Guided Framework for Error-Driven Discovery of Patient Neighbourhoods in EMA Data.
Proceedings of the Advances in Intelligent Data Analysis XXI, 2023
Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2023), 2023
Joining Imputation and Active Feature Acquisition for Cost Saving on Data Streams with Missing Features.
Proceedings of the Discovery Science - 26th International Conference, 2023
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
Productive teaming under uncertainty: when a human and a machine classify objects together.
Proceedings of the IEEE International Conference on Advanced Robotics and Its Social Impacts, 2023
2022
Assessment of Immune Status Using Inexpensive Cytokines: A Literature Review and Learning Approaches.
Sensors, 2022
Frontiers Virtual Real., 2022
CoRR, 2022
Expect the gap: A recommender approach to estimate the absenteeism of self-monitoring mHealth app users.
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022
Data-Driven Prediction of Athletes' Performance Based on Their Social Media Presence.
Proceedings of the Discovery Science - 25th International Conference, 2022
Prediction of declining engagement to self-monitoring apps on the example of tinnitus mHealth data.
Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022
Classification of cardiac cohorts based on morphological and hemodynamic features derived from 4D PC-MRI data.
Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022
When Can I Expect the mHealth User to Return? Prediction Meets Time Series with Gaps.
Proceedings of the Artificial Intelligence in Medicine, 2022
Discovering Instantaneous Granger Causalities in Non-stationary Categorical Time Series Data.
Proceedings of the Artificial Intelligence in Medicine, 2022
2021
Potential of Point-of-Care and At-Home Assessment of Immune Status via Rapid Cytokine Detection and Questionnaire-Based Anamnesis.
Sensors, 2021
Interactive System for Similarity-Based Inspection and Assessment of the Well-Being of mHealth Users.
Entropy, 2021
Proceedings of the Advances in Intelligent Data Analysis XIX, 2021
Discovery of Patient Phenotypes through Multi-layer Network Analysis on the Example of Tinnitus.
Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021
Love thy Neighbours: A Framework for Error-Driven Discovery of Useful Neighbourhoods for One-Step Forecasts on EMA data.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021
Juxtaposing 5G Coronavirus Tweets with General Coronavirus Tweets During the Early Months of Coronavirus Outbreak.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021
Circadian Conditional Granger Causalities on Ecological Momentary Assessment Data from an mHealth App.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021
2020
Efficient Processing of Geospatial mHealth Data Using a Scalable Crowdsensing Platform.
Sensors, 2020
Entity-level stream classification: exploiting entity similarity to label the future observations referring to an entity.
Int. J. Data Sci. Anal., 2020
Cardiac Cohort Classification based on Morphologic and Hemodynamic Parameters extracted from 4D PC-MRI Data.
CoRR, 2020
Comput. Graph. Forum, 2020
Ann. des Télécommunications, 2020
Ann. des Télécommunications, 2020
Proceedings of the ECML PKDD 2020 Workshops, 2020
Multivariate Time Series as Images: Imputation Using Convolutional Denoising Autoencoder.
Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020
Predicting the Health Condition of mHealth App Users with Large Differences in the Number of Recorded Observations - Where to Learn from?
Proceedings of the Discovery Science - 23rd International Conference, 2020
2019
Dimensionality Reduction and Subspace Clustering in Mixed Reality for Condition Monitoring of High-Dimensional Production Data.
Sensors, 2019
Prospective crowdsensing versus retrospective ratings of tinnitus variability and tinnitus-stress associations based on the TrackYourTinnitus mobile platform.
Int. J. Data Sci. Anal., 2019
Introduction to the special issue on social data analytics in medicine and healthcare.
Int. J. Data Sci. Anal., 2019
IEEE Access, 2019
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019
Proceedings of the Multiple-Aspect Analysis of Semantic Trajectories, 2019
Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen", Berlin, Germany, September 30, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Machine Learning Findings on Geospatial Data of Users from the TrackYourStress mHealth Crowdsensing Platform.
Proceedings of the 20th IEEE International Conference on Information Reuse and Integration for Data Science, 2019
Proceedings of the 40th Annual Conference of the European Association for Computer Graphics, 2019
Ecological Momentary Assessment based Differences between Android and iOS Users of the TrackYourHearing mHealth Crowdsensing Platform.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Towards a Hierarchical Approach for Outlier Detection in Industrial Production Settings.
Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference, 2019
Design and Implementation of a Scalable Crowdsensing Platform for Geospatial Data of Tinnitus Patients.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019
Convolutional Neural Networks for Image Recognition in Mixed Reality Using Voice Command Labeling.
Proceedings of the Augmented Reality, Virtual Reality, and Computer Graphics, 2019
2018
Knowl. Inf. Syst., 2018
How do annotators label short texts? Toward understanding the temporal dynamics of tweet labeling.
Inf. Sci., 2018
Int. J. Data Sci. Anal., 2018
A framework for expert-driven subpopulation discovery and evaluation using subspace clustering for epidemiological data.
Expert Syst. Appl., 2018
Comput. Lang. Syst. Struct., 2018
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018
Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics, 2018
Discovering, selecting and exploiting feature sequence records of study participants for the classification of epidemiological data on hepatic steatosis.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018
Active Stream Learning with an Oracle of Unknown Availability for Sentiment Prediction.
Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning (ECML 2018) and Principles and Practice of Knowledge Discovery in Databases (PKDD 2018), 2018
Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
Transformation of Temperature Timeseries into Features that Characterize Patients with Diabetic Autonomic Nerve Disorder.
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018
Differences between Android and iOS Users of the TrackYourTinnitus Mobile Crowdsensing mHealth Platform.
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018
Rupture Status Classification of Intracranial Aneurysms Using Morphological Parameters.
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018
Finding Tinnitus Patients with Similar Evolution of Their Ecological Momentary Assessments.
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018
Building a Bayesian Network to Understand the Interplay of Variables in an Epidemiological Population-Based Study.
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018
Studying the Potential of Multi-Target Classification on Patient Screening Data to Predict Dropout Cases.
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018
2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Data Min. Knowl. Discov., 2017
Proceedings of the 8th International EuroVis Workshop on Visual Analytics, 2017
Proceedings of the VCBM 17: Eurographics Workshop on Visual Computing for Biology and Medicine, 2017
Studying the Potential of Multi-target Classification to Characterize Combinations of Classes with Skewed Distribution.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
Mobile Crowdsensing for the Juxtaposition of Realtime Assessments and Retrospective Reporting for Neuropsychiatric Symptoms.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
Combining Subgroup Discovery and Clustering to Identify Diverse Subpopulations in Cohort Study Data.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
2016
Extracting opinionated (sub)features from a stream of product reviews using accumulated novelty and internal re-organization.
Inf. Sci., 2016
SteM at SemEval-2016 Task 4: Applying Active Learning to Improve Sentiment Classification.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016
Investigating Exploratory Capabilities of Uncertainty Sampling using SVMs in Active Learning.
Proceedings of the Workshop on Active Learning: Applications, 2016
Proceedings of the 2016 ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences, 2016
Proceedings of the E-Commerce and Web Technologies - 17th International Conference, 2016
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016
Proceedings of the 29th IEEE International Symposium on Computer-Based Medical Systems, 2016
Identifying Relevant Features for a Multi-factorial Disorder with Constraint-Based Subspace Clustering.
Proceedings of the 29th IEEE International Symposium on Computer-Based Medical Systems, 2016
2015
Discovering and monitoring product features and the opinions on them with OPINSTREAM.
Neurocomputing, 2015
Learning Relational User Profiles and Recommending Items as Their Preferences Change.
Int. J. Artif. Intell. Tools, 2015
A framework for validating the merit of properties that predict the influence of a twitter user.
Expert Syst. Appl., 2015
CoRR, 2015
Predicting the post-treatment recovery of patients suffering from traumatic brain injury (TBI).
Brain Informatics, 2015
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Proceedings of the Advances in Intelligent Data Analysis XIV, 2015
Proceedings of the Discovery Science - 18th International Conference, 2015
Proceedings of the Discovery Science - 18th International Conference, 2015
Can We Classify the Participants of a Longitudinal Epidemiological Study from Their Previous Evolution?
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015
2014
Learning and inspecting classification rules from longitudinal epidemiological data to identify predictive features on hepatic steatosis.
Expert Syst. Appl., 2014
Proceedings of the 4th International Conference on Web Intelligence, 2014
Proceedings of the 4th International Conference on Web Intelligence, 2014
Proceedings of the User Modeling, Adaptation, and Personalization, 2014
Proceedings of the Symposium on Applied Computing, 2014
Interactive Medical Miner: Interactively Exploring Subpopulations in Epidemiological Datasets.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014
Proceedings of the Advances in Intelligent Data Analysis XIII, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014
Proceedings of the Discovery Science - 17th International Conference, 2014
Probabilistic Active Learning: Towards Combining Versatility, Optimality and Efficiency.
Proceedings of the Discovery Science - 17th International Conference, 2014
Using Participant Similarity for the Classification of Epidemiological Data on Hepatic Steatosis.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014
Proceedings of the Brain Informatics and Health - International Conference, 2014
2013
Referenzprozessabläufe für Telekommunikationsunternehmen - Eine Erweiterung des eTOM-Modells.
Wirtschaftsinf., 2013
Reference Process Flows for Telecommunication Companies - An Extension of the eTOM Model.
Bus. Inf. Syst. Eng., 2013
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013
Proceedings of the Advances in Intelligent Data Analysis XII, 2013
Proceedings of the Discovery Science - 16th International Conference, 2013
Can we distinguish between benign and malignant breast tumors in DCE-MRI by studying a tumor's most suspect region only?
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
Classification of Benign and Malignant DCE-MRI Breast Tumors by Analyzing the Most Suspect Region.
Proceedings of the Bildverarbeitung für die Medizin 2013 - Algorithmen - Systeme, 2013
2012
Int. J. Data Warehous. Min., 2012
Int. J. Bus. Inf. Syst., 2012
Data Min. Knowl. Discov., 2012
Proceedings of the ACM Symposium on Applied Computing, 2012
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012
Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012
Proceedings of the 5th International Conference on Educational Data Mining, 2012
Framework for Computer Aided Analysis of Medical Protocols in a Hospital.
Proceedings of the HEALTHINF 2012 - Proceedings of the International Conference on Health Informatics, Vilamoura, Algarve, Portugal, 1, 2012
2011
Proceedings of the International Conference on Web Intelligence, Mining and Semantics, 2011
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011
Proceedings of the String Processing and Information Retrieval, 2011
Proceedings of the Rule-Based Reasoning, Programming, and Applications, 2011
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
Proceedings of the IJCAI 2011, 2011
Proceedings of the Computational Science and Its Applications - ICCSA 2011, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Proceedings of the Social Network Data Analytics, 2011
2010
ACM Trans. Web, 2010
SIGKDD Explor., 2010
Services in electronic telecommunication markets: a framework for planning the virtualization of processes.
Electron. Mark., 2010
Guest editorial: Special Issue - 13th International Conference on Natural Language and Information Systems (NLDB 2008).
Data Knowl. Eng., 2010
Proceedings of the Scientific and Statistical Database Management, 2010
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010
Proceedings of the LWA 2010, 2010
Proceedings of the Information Systems Development, 2010
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2010
Crosssense - Sensemaking in a Folksonomy with Cross-modal Clustering over Content and User Activities.
Proceedings of the KDIR 2010, 2010
2009
Proceedings of the Web Information Systems Engineering, 2009
Proceedings of the Scientific and Statistical Database Management, 2009
Proceedings of the SIAM International Conference on Data Mining, 2009
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009
Finding Stops in Error-Prone Trajectories of Moving Objects with Time-Based Clustering.
Proceedings of the Intelligent Interactive Assistance and Mobile Multimedia Computing, 2009
Proceedings of the Discovery Science, 12th International Conference, 2009
Proceedings of the Discovery Science, 12th International Conference, 2009
Proceedings of the Current Topics in Artificial Intelligence, 2009
2008
SIGKDD Explor., 2008
J. Data Semant., 2008
Contributing to Market Monitoring with Topic Evolution Monitoring.
Datenbank-Spektrum, 2008
Proceedings of the 38. Jahrestagung der Gesellschaft für Informatik, Beherrschbare Systeme, 2008
08421 Working Group: Imprecision, Diversity and Uncertainty: Disentangling Threads in Uncertainty Management.
Proceedings of the Uncertainty Management in Information Systems, 12.10. - 17.10.2008, 2008
Proceedings of the Learning from the past & charting the future of the discipline. 14th Americas Conference on Information Systems, 2008
2007
SIGKDD Explor., 2007
Int. J. Data Warehous. Min., 2007
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007
Users in Volatile Communities: Studying Active Participation and Community Evolution.
Proceedings of the User Modeling 2007, 11th International Conference, 2007
Proceedings of the Rough Sets, 2007
Proceedings of the Natural Language Processing and Information Systems, 2007
Understanding Change before Adaptation: Tracing Changes over a Stream of Data.
Proceedings of the LWA 2007: Lernen - Wissen, 2007
Proceedings of the Privacy, 2007
Proceedings of the Advances in Intelligent Web Mastering, Proceedings of the 5th Atlantic Web Intelligence Conference - AWIC 2007, Fontainebleau, France, June 25, 2007
2006
SIGKDD Explor., 2006
Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006
Proceedings of the Knowledge Discovery from XML Documents, First International Workshop, 2006
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006
Proceedings of the Managing Knowledge in a World of Networks, 2006
Proceedings of the Fourteenth European Conference on Information Systems, 2006
Proceedings of the Data Warehousing and Knowledge Discovery, 8th International Conference, 2006
Proceedings of the Advances in Databases and Information Systems, 2006
2005
SIGKDD Explor., 2005
Proceedings of the 38th Hawaii International Conference on System Sciences (HICSS-38 2005), 2005
Proceedings of the Semantics, Web and Mining, Joint International Workshops, 2005
Proceedings of the Semantic Web: Research and Applications, 2005
Experimental Investigation of the Effects of Different Market Mechanisms for Electronic Knowledge Markets.
Proceedings of the 13th European Conference on Information Systems, 2005
2004
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2004
Proceedings of the Practical Aspects of Knowledge Management, 5th International Conference, 2004
Proceedings of the Data Warehousing and Knowledge Discovery, 6th International Conference, 2004
Proceedings of the Local Pattern Detection, 2004
Proceedings of the Perspectives Workshop: Data Mining: The Next Generation, 11.07., 2004
2003
A Framework for the Evaluation of Session Reconstruction Heuristics in Web-Usage Analysis.
INFORMS J. Comput., 2003
Kursrelevanzprognose von Ad-hoc-Meldungen: Text Mining wider die Informationsüberlastung im Mobile Banking.
Proceedings of the Wirtschaftsinformatik 2003, Medien - Märkte - Mobilität, Band II, 2003
Proceedings of the Web Mining: From Web to Semantic Web, 2003
Proceedings of the Web Mining: From Web to Semantic Web, 2003
Proceedings of the Advances in Databases and Information Systems, 2003
2002
IEEE Trans. Knowl. Data Eng., 2002
Employing Text Mining for Semantic Tagging in DIAsDEM.
Künstliche Intell., 2002
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002
The Impact of Site Structure and User Environment on Session Reconstruction in Web Usage Analysis.
Proceedings of the WEBKDD 2002, 2002
Proceedings of the Pattern Detection and Discovery, 2002
Proceedings of the Data Warehousing and Knowledge Discovery, 4th International Conference, 2002
2001
Metadatabases in environmental information systems: the Locator and Communication Service (VKS-Umwelt).
Environ. Model. Softw., 2001
Data Min. Knowl. Discov., 2001
Proceedings of the K-CAP 2001 Workshop on Knowledge Markup and Semantic Annotation Victoria, 2001
The DIAsDEM Framework for Converting Domain-Specific Texts into XML Documents with Data Mining Techniques.
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001
Integrating Data and Probabilistically Structured Text Documents.
Proceedings of the Proceedings 5. Workshop "Föderierte Datenbanken" und GI Arbeitskreistreffen "Konzepte des Data Warehousing"., 2001
Proceedings of the Data Warehousing and Knowledge Discovery, 2001
2000
Analysis of Navigation Behaviour in Web Sites Integrating Multiple Information Systems.
VLDB J., 2000
An Updated Bibliography of Temporal, Spatial, and Spatio-temporal Data Mining Research.
Proceedings of the Temporal, 2000
Proceedings of the Applied Computing 2000, 2000
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000
1999
SIGKDD Explor., 1999
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999
Proceedings of the Web Usage Analysis and User Profiling, 1999
Proceedings of the Fourth IFCIS International Conference on Cooperative Information Systems, 1999
1998
Proceedings of the World Wide Web and Databases, 1998
Quality Driven Source Selection Using Data Envelope Analysis.
Proceedings of the Third Conference on Information Quality (IQ 1998), 1998
1997
Proceedings of the Advances in Databases, 15th British National Conferenc on Databases, 1997
1996
Parallel Optimization of Large Join Queries with Set Operators and Aggregates in a Parallel Environment Supporting Pipeline.
IEEE Trans. Knowl. Data Eng., 1996
A Cost Model for the Estimation Query Execution Time in a Parallel Environment Supporting Pipeline.
Comput. Artif. Intell., 1996
Query Optimization in Multidatabases: A Calibration Mechanism Identifying the Optimization Principles of a Participant Database.
Proceedings of the Kurzfassungen 8. Workshop Grundlage von Datenbanken, 1996
Proceedings of the Euro-Par '96 Parallel Processing, 1996
1995
Inf. Process. Lett., 1995
1994
Proceedings of the International Conference on Information and Communications Technologies in Tourism, 1994
1993
Parallel Optimisation of Join Queries Using an Enhanced Iterative Improvement Technique.
Proceedings of the PARLE '93, 1993
1992
Translation of SQL queries into a graph structure: query transformations and pre-optimization issues in a pipeline multiprocessor environment.
Inf. Syst., 1992
Proceedings of the PARLE '92: Parallel Architectures and Languages Europe, 1992