Elke A. Rundensteiner

Orcid: 0000-0001-5375-9254

According to our database1, Elke A. Rundensteiner authored at least 511 papers between 1988 and 2024.

Collaborative distances:
  • Dijkstra number2 of three.
  • Erdős number3 of two.

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Bibliography

2024
MetaStore: Analyzing Deep Learning Meta-Data at Scale.
Proc. VLDB Endow., February, 2024

CoLafier: Collaborative Noisy Label Purifier With Local Intrinsic Dimensionality Guidance.
CoRR, 2024

Amalgamating Multi-Task Models with Heterogeneous Architectures.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
FACET: Robust Counterfactual Explanation Analytics.
Proc. ACM Manag. Data, December, 2023

INPHOVIS: Interactive visual analytics for smartphone-based digital phenotyping.
Vis. Informatics, June, 2023

Automated Construction of Lexicons to Improve Depression Screening With Text Messages.
IEEE J. Biomed. Health Informatics, June, 2023

PARROT: pattern-based correlation exploitation in big partitioned data series.
VLDB J., May, 2023

Domain Adaptation Methods for Lab-to-Field Human Context Recognition.
Sensors, March, 2023

AutoOD: Automatic Outlier Detection.
Proc. ACM Manag. Data, 2023

Finding Short Signals in Long Irregular Time Series with Continuous-Time Attention Policy Networks.
CoRR, 2023

Debiasing Pretrained Generative Models by Uniformly Sampling Semantic Attributes.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Haptic Auditory Feedback for Enhanced Image Description: A Study of User Preferences and Performance.
Proceedings of the Human-Computer Interaction - INTERACT 2023 - 19th IFIP TC13 International Conference, York, UK, August 28, 2023

DeepSC-Edge: Scientific Corrosion Segmentation with Edge-Guided and Class-Balanced Losses.
Proceedings of the International Conference on Machine Learning and Applications, 2023

AlloyGAN: Domain-Promptable Generative Adversarial Network for Generating Aluminum Alloy Microstructures.
Proceedings of the International Conference on Machine Learning and Applications, 2023

Population-Level Visual Analytics of Smartphone Sensed Health and Wellness Using Community Phenotypes.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

Help or Hinder? Evaluating the Impact of Fairness Metrics and Algorithms in Visualizations for Consensus Ranking.
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

Fairer Together: Mitigating Disparate Exposure in Kemeny Rank Aggregation.
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

Adversarial Human Context Recognition: Evasion Attacks and Defenses.
Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

MOSS: AI Platform for Discovery of Corrosion-Resistant Materials.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Fair&Share: Fast and Fair Multi-Criteria Selections.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

UCE-FID: Using Large Unlabeled, Medium Crowdsourced-Labeled, and Small Expert-Labeled Tweets for Foodborne Illness Detection.
Proceedings of the IEEE International Conference on Big Data, 2023

Stabilizing Adversarial Training for Generative Networks.
Proceedings of the IEEE International Conference on Big Data, 2023

Multi-Task Learning Using Facial Features for Mental Health Screening.
Proceedings of the IEEE International Conference on Big Data, 2023

DeepScreen: Boosting Depression Screening Performance with an Auxiliary Task.
Proceedings of the IEEE International Conference on Big Data, 2023

Knowledge Amalgamation for Multi-Label Classification via Label Dependency Transfer.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
A General Approach for Supporting Time Series Matching Using Multiple-Warped Distances.
IEEE Trans. Knowl. Data Eng., 2022

A Demonstration of AutoOD: A Self-tuning Anomaly Detection System.
Proc. VLDB Endow., 2022

StudentSADD: Rapid Mobile Depression and Suicidal Ideation Screening of College Students during the Coronavirus Pandemic.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

DepreST-CAT: Retrospective Smartphone Call and Text Logs Collected during the COVID-19 Pandemic to Screen for Mental Illnesses.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

PARAS$^{\mathrm{c}}$: a parameter space-driven approach for complete association rule mining.
Int. J. Data Sci. Anal., 2022

FairFuse: Interactive Visual Support for Fair Consensus Ranking.
Proceedings of the 2022 IEEE Visualization and Visual Analytics (VIS), 2022

Gloria: Graph-based Sharing Optimizer for Event Trend Aggregation.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Scalable Time Series Compound Infrastructure.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Positive Unlabeled Learning with a Sequential Selection Bias.
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Triplet-based Domain Adaptation (Triple-DARE) for Lab-to-field Human Context Recognition.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

AudiFace: Multimodal Deep Learning for Depression Screening.
Proceedings of the Machine Learning for Healthcare Conference, 2022

TWEET-FID: An Annotated Dataset for Multiple Foodborne Illness Detection Tasks.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

ConText: Supporting the Pursuit and Management of Evidence in Text-based Reporting Systems.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Transferring Indoor Corrosion Image Assessment Models to Outdoor Images via Domain Adaptation.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Class-Specific Explainability for Deep Time Series Classifiers.
Proceedings of the IEEE International Conference on Data Mining, 2022

MANI-Rank: Multiple Attribute and Intersectional Group Fairness for Consensus Ranking.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

BERT Variants for Depression Screening with Typed and Transcribed Responses.
Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022

Temporal Facial Features for Depression Screening.
Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022

Measuring the Uncertainty of Environmental Good Preferences with Bayesian Deep Learning.
Proceedings of the GoodIT 2022: ACM International Conference on Information Technology for Social Good, Limassol, Cyprus, September 7, 2022

Ensembles of BERT for Depression Classification.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Stop&Hop: Early Classification of Irregular Time Series.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Robust Recurrent Classifier Chains for Multi-Label Learning with Missing Labels.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Text Generation to Aid Depression Detection: A Comparative Study of Conditional Sequence Generative Adversarial Networks.
Proceedings of the IEEE International Conference on Big Data, 2022

An Empirical Study of Domain Adaptation: Are We Really Learning Transferable Representations?
Proceedings of the IEEE International Conference on Big Data, 2022

HAR-CTGAN: A Mobile Sensor Data Generation Tool for Human Activity Recognition.
Proceedings of the IEEE International Conference on Big Data, 2022

Improving Image Accessibility by Combining Haptic and Auditory Feedback.
Proceedings of the 24th International ACM SIGACCESS Conference on Computers and Accessibility, 2022

FINS Auditing Framework: Group Fairness for Subset Selections.
Proceedings of the AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19, 2022

Recovering the Propensity Score from Biased Positive Unlabeled Data.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
ARGUS: Interactive visual analysis of disruptions in smartphone-detected Bio-Behavioral Rhythms.
Vis. Informatics, 2021

LANCET: Labeling Complex Data at Scale.
Proc. VLDB Endow., 2021

Smartphone Health Biomarkers: Positive Unlabeled Learning of In-the-Wild Contexts.
IEEE Pervasive Comput., 2021

SumRe: Design and Evaluation of a Gist-based Summary Visualization for Incident Reports Triage.
Comput. Graph. Forum, 2021

Visual Analytics of Smartphone-Sensed Human Behavior and Health.
IEEE Computer Graphics and Applications, 2021

CARTMAN: Complex Activity Recognition Using Topic Models for Feature Generation from Wearable Sensor Data.
Proceedings of the IEEE International Conference on Smart Computing, 2021

To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Recurrent Bayesian Classifier Chains for Exact Multi-Label Classification.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

ELITE: Robust Deep Anomaly Detection with Meta Gradient.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

PLEADES: Population Level Observation of Smartphone Sensed Symptoms for In-the-wild Data using Clustering.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

"Honestly I Never Really Thought About Adding a Description": Why Highly Engaged Tweets Are Inaccessible.
Proceedings of the Human-Computer Interaction - INTERACT 2021 - 18th IFIP TC 13 International Conference, Bari, Italy, August 30, 2021

EMU: Early Mental Health Uncovering Framework and Dataset.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Local Geometry Preserving Deep Networks For Featurizing High Dimensional Datasets.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Depression Screening Using Deep Learning on Follow-up Questions in Clinical Interviews.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Few-Shot Classification for Human Context Recognition Using Smartphone Data Traces.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Exploratory Data Analysis of Population Level Smartphone-Sensed Data.
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2021

AudiBERT: A Deep Transfer Learning Multimodal Classification Framework for Depression Screening.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Learning Saliency Maps to Explain Deep Time Series Classifiers.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Corrosion Image Data Set for Automating Scientific Assessment of Materials.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Human-like Explanation for Text Classification With Limited Attention Supervision.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

DeepEmotex: Classifying Emotion in Text Messages using Deep Transfer Learning.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

GAN for Generating User-Specific Human Activity Data From An Incomplete Training Corpus.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Variational Open Set Recognition (VOSR).
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Mobile Depression Screening with Time Series of Text Logs and Call Logs.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

Screening for Suicidal Ideation with Text Messages.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

Measuring Group Advantage: A Comparative Study of Fair Ranking Metrics.
Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021

Semi-Supervised Knowledge Amalgamation for Sequence Classification.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Screening For Depression With Retrospectively Harvested Private Versus Public Text.
IEEE J. Biomed. Health Informatics, 2020

Rank Aggregation Algorithms for Fair Consensus.
Proc. VLDB Endow., 2020

ARGUS: Interactive Visual Analytics Framework for the Discovery of Disruptions in Bio-Behavioral Rhythms.
Proceedings of the 22nd Eurographics Conference on Visualization, 2020

Continuously Adaptive Similarity Search.
Proceedings of the 2020 International Conference on Management of Data, 2020

Big Data Series Analytics Using TARDIS and its Exploitation in Geospatial Applications.
Proceedings of the 2020 International Conference on Management of Data, 2020

DeepContext: Parameterized Compatibility-Based Attention CNN for Human Context Recognition.
Proceedings of the IEEE 14th International Conference on Semantic Computing, 2020

Time-Aware Transformer-based Network for Clinical Notes Series Prediction.
Proceedings of the Machine Learning for Healthcare Conference, 2020

Recurrent Halting Chain for Early Multi-label Classification.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Audio-based Depression Screening using Sliding Window Sub-clip Pooling.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Topological Data Analysis to Engineer Features from Audio Signals for Depression Detection.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

ChainLink: Indexing Big Time Series Data For Long Subsequence Matching.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Anomalous Antimicrobial Susceptibility Trend Identification<sup>*</sup>.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Depression Screening from Text Message Reply Latency.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Muse: Multi-query Event Trend Aggregation.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Learning to Selectively Update State Neurons in Recurrent Networks.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Air Quality and Cause-specific Mortality in the United States: Association Analysis by Regression and CCA for 1980-2014.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

Clinical Performance Evaluation of a Machine Learning System for Predicting Hospital-Acquired Clostridium Difficile Infection.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

MLAS: Metric Learning on Attributed Sequences.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Corrosion Assessment: Data Mining for Quantifying Associations between Indoor Accelerated and Outdoor Natural Tests.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Learning Similarity-Preserving Meta-Embedding for Text Mining.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

INTOSIS: Interactive Observation of Smartphone Inferred Symptoms for In-The-Wild Data.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

BurstPU: Classification of Weakly Labeled Datasets with Sequential Bias.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Correlation-Based Analytics of Time Series Data.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Supervised Topic Compositional Neural Language Model for Clinical Narrative Understanding.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words?
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Efficient Discovery of Sequence Outlier Patterns.
Proc. VLDB Endow., 2019

FIRE: a two-level interactive visualization for deep exploration of association rules.
Int. J. Data Sci. Anal., 2019

Automatic emotion detection in text streams by analyzing Twitter data.
Int. J. Data Sci. Anal., 2019

DIVA: Exploration and Validation of Hypothesized Drug-Drug Interactions.
Comput. Graph. Forum, 2019

FARE: Diagnostics for Fair Ranking using Pairwise Error Metrics.
Proceedings of the World Wide Web Conference, 2019

Event Trend Aggregation Under Rich Event Matching Semantics.
Proceedings of the 2019 International Conference on Management of Data, 2019

Classifying Depression in Imbalanced Datasets Using an Autoencoder- Based Anomaly Detection Approach.
Proceedings of the 13th IEEE International Conference on Semantic Computing, 2019

AMAS: Attention Model for Attributed Sequence Classification.
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

Adaptive-Halting Policy Network for Early Classification.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

TARDIS: Distributed Indexing Framework for Big Time Series Data.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Designing a Visual Analytics System for Medication Error Screening and Detection.
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2019

MEV: Visual Analytics for Medication Error Detection.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Scalable Kernel Density Estimation-based Local Outlier Detection over Large Data Streams.
Proceedings of the Advances in Database Technology, 2019

COMEX: Identifying Mislabeled Human Behavioral Context Data Using Visual Analytics.
Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019

Evaluating Preference Collection Methods for Interactive Ranking Analytics.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

Attributed Sequence Embedding.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Learning Temporal Relevance in Longitudinal Medical Notes.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Patient-level Classification on Clinical Note Sequences Guided by Attributed Hierarchical Attention.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

A deep learning approach to trespassing detection using video surveillance data.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Nearest Neighbor Subsequence Search in Time Series Data.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

You're Making Me Depressed: Leveraging Texts from Contact Subsets to Predict Depression.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

Comparing General and Locally-Learned Word Embeddings for Clinical Text Mining.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018
SWIFT: Mining Representative Patterns from Large Event Streams.
Proc. VLDB Endow., 2018

Improving Emotion Detection with Sub-clip Boosting.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Bidirectional LSTM-CRF for Adverse Drug Event Tagging in Electronic Health Records.
Proceedings of the 1st International Workshop on Medication and Adverse Drug Event Detection, 2018

Sharon: Shared Online Event Sequence Aggregation.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Generalized Dynamic Time Warping: Unleashing the Warping Power Hidden in Point-Wise Distances.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

MeDIAR: Multi-Drug Adverse Reactions Analytics.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Preference-driven Interactive Ranking System for Personalized Decision Support.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

DEVES: Interactive Signal Analytics for Drug Safety.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Multi-layered Learning for Information Extraction from Adverse Drug Event Narratives.
Proceedings of the Biomedical Engineering Systems and Technologies, 2018

One Size Does Not Fit All: An Ensemble Approach Towards Information Extraction from Adverse Drug Event Narratives.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

Predictive Modeling of Emerging Antibiotic Resistance Trends.
Proceedings of the Biomedical Engineering Systems and Technologies, 2018

Predicting Future Antibiotic Susceptibility using Regression-based Methods on Longitudinal Massachusetts Antibiogram Data.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

Detecting MRSA Infections by Fusing Structured and Unstructured Electronic Health Record Data.
Proceedings of the Biomedical Engineering Systems and Technologies, 2018

Early Prediction of MRSA Infections using Electronic Health Records.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

One-Shot Learning on Attributed Sequences.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

CASSIA: An assistant for identifying clinically and statistically significant decreases in antimicrobial susceptibility.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

Deep Learning Strategies for Automatic Detection of Medication and Adverse Drug Events from Electronic Health Records.
Proceedings of the AMIA 2018, 2018

2017
Outlier Detection over Massive-Scale Trajectory Streams.
ACM Trans. Database Syst., 2017

Discover trends in public emotion using social sensing.
SIGWEB Newsl., 2017

GRETA: Graph-based Real-time Event Trend Aggregation.
Proc. VLDB Endow., 2017

Complete Event Trend Detection in High-Rate Event Streams.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Interactive Time Series Analytics Powered by ONEX.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Using Social Sensing to Discover Trends in Public Emotion.
Proceedings of the 11th IEEE International Conference on Semantic Computing, 2017

Towards transforming FDA adverse event narratives into actionable structured data for improved pharmacovigilance.
Proceedings of the Symposium on Applied Computing, 2017

CREST - Risk Prediction for Clostridium Difficile Infection Using Multimodal Data Mining.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Pivot-Based Distributed K-Nearest Neighbor Mining.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Scalable Top-n Local Outlier Detection.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Distributed Local Outlier Detection in Big Data.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

MARAS: Signaling Multi-Drug Adverse Reactions.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Multi-Tactic Distance-Based Outlier Detection.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

CAESAR: Context-Aware Event Stream Analytics for Urban Transportation Services.
Proceedings of the 20th International Conference on Extending Database Technology, 2017

Interactive Analytics System for Exploring Outliers.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Distributed Top-N local outlier detection in big data.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
Interactive Time Series Exploration Powered by the Marriage of Similarity Distances.
Proc. VLDB Endow., 2016

MaVis: Machine Learning Aided Multi-Model Framework for Time Series Visual Analytics.
Proceedings of the Visualization and Data Analysis 2016, 2016

Scalable Pattern Sharing on Event Streams.
Proceedings of the 2016 International Conference on Management of Data, 2016

Sharing-Aware Outlier Analytics over High-Volume Data Streams.
Proceedings of the 2016 International Conference on Management of Data, 2016

Towards spreadsheet integration using entity identification driven by a spatial-temporal model.
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

PULSE: A Real Time System for Crowd Flow Prediction at Metropolitan Subway Stations.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Refinement Driven Processing of Aggregation Constrained Queries.
Proceedings of the 19th International Conference on Extending Database Technology, 2016

Interactive Temporal Association Analytics.
Proceedings of the 19th International Conference on Extending Database Technology, 2016

Context-Aware Event Stream Analytics.
Proceedings of the 19th International Conference on Extending Database Technology, 2016

SPASS: scalable event stream processing leveraging sharing opportunities: poster.
Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems, 2016

Multi-query outlier detection over data streams: poster.
Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems, 2016

PRO: Preference-Aware Recurring Query Optimization.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Shared Execution of Recurring Workloads in MapReduce.
Proc. VLDB Endow., 2015

Exploiting Sharing Opportunities for Real-time Complex Event Analytics.
IEEE Data Eng. Bull., 2015

Practical Identification of Dynamic Precedence Criteria to Produce Critical Results from Big Data Streams.
Big Data Res., 2015

Online Outlier Exploration Over Large Datasets.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

INSURE: An integrated load reduction framework for XML stream processing.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

2014
Robust Distributed Query Processing for Streaming Data.
ACM Trans. Database Syst., 2014

Reliable Aggregation over Prioritized Data Streams.
Trans. Large Scale Data Knowl. Centered Syst., 2014

SPIRE: Supporting Parameter-Driven Interactive Rule Mining and Exploration.
Proc. VLDB Endow., 2014

Redoop Infrastructure for Recurring Big Data Queries.
Proc. VLDB Endow., 2014

Interactive Outlier Exploration in Big Data Streams.
Proc. VLDB Endow., 2014

Preferential Resource Allocation in Stream Processing Systems.
Int. J. Cooperative Inf. Syst., 2014

LoVis: Local Pattern Visualization for Model Refinement.
Comput. Graph. Forum, 2014

Taming Big Data: Integrating diverse public data sources for economic competitiveness analytics.
Proceedings of the First International Workshop on Bringing the Value of "Big Data" to Users, 2014

Progressively consolidating historical visual explorations for new discoveries.
Proceedings of the Visualization and Data Analysis 2014, 2014

Complex event analytics: online aggregation of stream sequence patterns.
Proceedings of the International Conference on Management of Data, 2014

Massachusetts Economy and Technology Index System.
Proceedings of the International Workshop on Data Science for Macro-Modeling, 2014

Detecting moving object outliers in massive-scale trajectory streams.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

iPARAS: Incremental Construction of Parameter Space for Online Association Mining.
Proceedings of the 3rd International Workshop on Big Data, 2014

Scalable distance-based outlier detection over high-volume data streams.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

CAQE: A Contract Driven Approach to Processing Concurrent Decision Support Queries.
Proceedings of the 17th International Conference on Extending Database Technology, 2014

COLARM: Cost-based Optimization for Localized Association Rule Mining.
Proceedings of the 17th International Conference on Extending Database Technology, 2014

Redoop: Supporting Recurring Queries in Hadoop.
Proceedings of the 17th International Conference on Extending Database Technology, 2014

Facilitating Interactive Mining of Global and Local Association Rules.
Proceedings of the 7th Workshop on Ph.D Students, 2014

2013
The HIT Model: Workflow-Aware Event Stream Monitoring.
Trans. Large Scale Data Knowl. Centered Syst., 2013

Report on the 6th international workshop on business intelligence for the real time enterprise.
SIGMOD Rec., 2013

Mining and Linking Patterns across Live Data Streams and Stream Archives.
Proc. VLDB Endow., 2013

PARAS: A Parameter Space Framework for Online Association Mining.
Proc. VLDB Endow., 2013

High Performance Stream Query Processing With Correlation-Aware Partitioning.
Proc. VLDB Endow., 2013

Optimizing adaptive multi-route query processing via time-partitioned indices.
J. Comput. Syst. Sci., 2013

Multi-route query processing and optimization.
J. Comput. Syst. Sci., 2013

Mining neighbor-based patterns in data streams.
Inf. Syst., 2013

Exploring large scale time-series data using nested timelines.
Proceedings of the Visualization and Data Analysis 2013, 2013

Utility-maximizing event stream suppression.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

PARAS: interactive parameter space exploration for association rule mining.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Robust distributed stream processing.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Probabilistic inference of object identifications for event stream analytics.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

High-performance complex event processing using continuous sliding views.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

SPHINX: rich insights into evidence-hypotheses relationships via parameter space-based exploration.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

FIRE: interactive visual support for parameter space-driven rule mining.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Shared execution strategy for neighbor-based pattern mining requests over streaming windows.
ACM Trans. Database Syst., 2012

Realtime healthcare services via nested complex event processing technology.
Proceedings of the 15th International Conference on Extending Database Technology, 2012

2011
Summarization and Matching of Density-Based Clusters in Streaming Environments.
Proc. VLDB Endow., 2011

Active Complex Event Processing over Event Streams.
Proc. VLDB Endow., 2011

Skyline and mapping aware join query evaluation.
Inf. Syst., 2011

Quality-aware visual data analysis.
Comput. Stat., 2011

E-Cube: multi-dimensional event sequence analysis using hierarchical pattern query sharing.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Nugget Browser: Visual Subgroup Mining and Statistical Significance Discovery in Multivariate Datasets.
Proceedings of the 15th International Conference on Information Visualisation, 2011

Pointwise local pattern exploration for sensitivity analysis.
Proceedings of the 6th IEEE Conference on Visual Analytics Science and Technology, 2011

The Proactive Promotion Engine.
Proceedings of the 27th International Conference on Data Engineering, 2011

Active Complex Event Processing infrastructure: Monitoring and reacting to event streams.
Proceedings of the Workshops Proceedings of the 27th International Conference on Data Engineering, 2011

Optimizing complex sequence pattern extraction using caching.
Proceedings of the Workshops Proceedings of the 27th International Conference on Data Engineering, 2011

High-performance nested CEP query processing over event streams.
Proceedings of the 27th International Conference on Data Engineering, 2011

Semantic stream query optimization exploiting dynamic metadata.
Proceedings of the 27th International Conference on Data Engineering, 2011

An optimal strategy for monitoring top-k queries in streaming windows.
Proceedings of the EDBT 2011, 2011

Complex event pattern detection over streams with interval-based temporal semantics.
Proceedings of the Fifth ACM International Conference on Distributed Event-Based Systems, 2011

CLUES: a unified framework supporting interactive exploration of density-based clusters in streams.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

MTopS: scalable processing of continuous top-k multi-query workloads.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Achieving High Freshness and Optimal Throughput in CPU-Limited Execution of Multi-join Continuous Queries.
Proceedings of the Advances in Databases - 28th British National Conference on Databases, 2011

Adaptive Processing of Multi-Criteria Decision Support Queries.
Proceedings of the Enabling Real-Time Business Intelligence - 5th International Workshop, 2011

2010
Achieving High Output Quality under Limited Resources through Structure-based Spilling in XML Streams.
Proc. VLDB Endow., 2010

Active Complex Event Processing: Applications in Real-Time Health Care.
Proc. VLDB Endow., 2010

A new look at generating multi-join continuous query plans: A qualified plan generation problem.
Data Knowl. Eng., 2010

Operator-centric design patterns for information visualization software.
Proceedings of the Visualization and Data Analysis, 2010

Interactive visual exploration of neighbor-based patterns in data streams.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

QRelX: generating meaningful queries that provide cardinality assurance.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

ProgXe: progressive result generation framework for multi-criteria decision support queries.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Tag and Resource-Aware Collaborative Filtering Algorithms for Resource Recommendation.
Proceedings of the Seventh International Conference on Information Technology: New Generations, 2010

Visual Exploration of Stream Pattern Changes Using a Data-Driven Framework.
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

Index tuning for adaptive multi-route data stream systems.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Cluster-and-conquer: hierarchical multi-metric query processing in large-scale database federations.
Proceedings of the Fourteenth International Database Engineering and Applications Symposium (IDEAS 2010), 2010

Progressive result generation for multi-criteria decision support queries.
Proceedings of the 26th International Conference on Data Engineering, 2010

E-Cube: Multi-dimensional event sequence processing using concept and pattern hierarchies.
Proceedings of the 26th International Conference on Data Engineering, 2010

Processing nested complex sequence pattern queries over event streams.
Proceedings of the 7th Workshop on Data Management for Sensor Networks, 2010

Supporting Multi-criteria Decision Support Queries over Time-Interval Data Streams.
Proceedings of the Database and Expert Systems Applications, 21st International Conference, 2010

Constraint-Aware Complex Event Pattern Detection over Streams.
Proceedings of the Database Systems for Advanced Applications, 2010

Dynamic application and model updating service.
Proceedings of the 2010 International Symposium on Collaborative Technologies and Systems, 2010

NEEL: The Nested Complex Event Language for Real-Time Event Analytics.
Proceedings of the Enabling Real-Time Business Intelligence - 4th International Workshop, 2010

2009
A Shared Execution Strategy for Multiple Pattern Mining Requests over Streaming Data.
Proc. VLDB Endow., 2009

Query Mesh: Multi-Route Query Processing Technology.
Proc. VLDB Endow., 2009

Tagging Stream Data for Rich Real-Time Services.
Proc. VLDB Endow., 2009

Mode Aware Stream Query Processing.
Proceedings of the Scientific and Statistical Database Management, 2009

Supporting a spectrum of out-of-order event processing technologies: from aggressive to conservative methodologies.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

<i>StreamShield</i>: a stream-centric approach towards security and privacy in data stream environments.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

E-Tec: A Constraint-Aware Query Engine for Pattern Detection over Event Streams.
Proceedings of the 3rd IEEE International Conference on Semantic Computing (ICSC 2009), 2009

Model space visualization for multivariate linear trend discovery.
Proceedings of the 4th IEEE Symposium on Visual Analytics Science and Technology, 2009

ESpace - Web-scale Integration One Step at a Time.
Proceedings of the ICEIS 2009, 2009

Sequence Pattern Query Processing over Out-of-Order Event Streams.
Proceedings of the 25th International Conference on Data Engineering, 2009

Neighbor-based pattern detection for windows over streaming data.
Proceedings of the EDBT 2009, 2009

Scalable stream join processing with expensive predicates: workload distribution and adaptation by time-slicing.
Proceedings of the EDBT 2009, 2009

Self-tuning query mesh for adaptive multi-route query processing.
Proceedings of the EDBT 2009, 2009

Interval event stream processing.
Proceedings of the Third ACM International Conference on Distributed Event-Based Systems, 2009

Constraint-aware event stream processing.
Proceedings of the Third ACM International Conference on Distributed Event-Based Systems, 2009

Multi-Join Continuous Query Optimization: Covering the Spectrum of Linear, Acyclic, and Cyclic Queries.
Proceedings of the Dataspace: The Final Frontier, 2009

2008
Processing recursive XQuery over XML streams: The Raindrop approach.
Data Knowl. Eng., 2008

Comparing mathematical and heuristic approaches for scientific data analysis.
Artif. Intell. Eng. Des. Anal. Manuf., 2008

Utility-driven load shedding for xml stream processing.
Proceedings of the 17th International Conference on World Wide Web, 2008

ELF: A Constraint-Aware XQuery Engine for Processing XML Streams with Minimized Memory Footprint.
Proceedings of the 2th IEEE International Conference on Semantic Computing (ICSC 2008), 2008

Efficiently loading and processing XML streams.
Proceedings of the 12th International Database Engineering and Applications Symposium (IDEAS 2008), 2008

A Security Punctuation Framework for Enforcing Access Control on Streaming Data.
Proceedings of the 24th International Conference on Data Engineering, 2008

Runtime Semantic Query Optimization for Event Stream Processing.
Proceedings of the 24th International Conference on Data Engineering, 2008

Constraint-Aware XSLT Evaluation.
Proceedings of the Conceptual Modeling, 2008

Automaton in or out: run-time plan optimization for XML stream processing.
Proceedings of the 2008 International Workshop on Scalable Stream Processing System, 2008

Index tuning for parameterized streaming groupby queries.
Proceedings of the 2008 International Workshop on Scalable Stream Processing System, 2008

Semantic query optimization for processing XML streams with minimized memory footprint.
Proceedings of the 2008 EDBT Workshop on Database Technologies for Handling XML Information on the Web, 2008

Component Selection to Optimize Distance Function Learning in Complex Scientific Data Sets.
Proceedings of the Database and Expert Systems Applications, 19th International Conference, 2008

An Optimized Two-Step Solution for Updating XML Views.
Proceedings of the Database Systems for Advanced Applications, 2008

SNIF TOOL: sniffing for patterns in continuous streams.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007
Value and Relation Display: Interactive Visual Exploration of Large Data Sets with Hundreds of Dimensions.
IEEE Trans. Vis. Comput. Graph., 2007

Managing discoveries in the visual analytics process.
SIGKDD Explor., 2007

LearnMet: learning domain-specific distance metrics for plots of scientific functions.
Multim. Tools Appl., 2007

Maintaining large update batches by restructuring and grouping.
Inf. Syst., 2007

Optimization of nested XQuery expressions with orderby clauses.
Data Knowl. Eng., 2007

AutoDomainMine: a graphical data mining system for process optimization.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Xmdvtool<sup><i>Q</i></sup>: : quality-aware interactive data exploration.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

QoS: Quality Driven Data Abstraction Generation For Large Databases.
Proceedings of the Fifth International Workshop on Quality in Databases, 2007

Analysis Guided Visual Exploration of Multivariate Data.
Proceedings of the 2nd IEEE Symposium on Visual Analytics Science and Technology, 2007

Updating Views Over Recursive XML.
Proceedings of the 1st Workshop on Emerging Research Opportunities for Web Data Management (EROW 2007) Collocated with the 11th International Conference on Database Theory (ICDT 2007), 2007

Adapting Partitioned Continuous Query Processing in Distributed Systems.
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007

Learning the Relative Importance of Features in Image Data.
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007

FireStream: Sensor Stream Processing for Monitoring Fire Spread.
Proceedings of the 23rd International Conference on Data Engineering, 2007

Optimizing State-Intensive Non-Blocking Queries Using Run-time Adaptation.
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007

Event Stream Processing with Out-of-Order Data Arrival.
Proceedings of the 27th International Conference on Distributed Computing Systems Workshops (ICDCS 2007 Workshops), 2007

<i>ClusterSheddy</i> : Load Shedding Using Moving Clusters over Spatio-temporal Data Streams.
Proceedings of the Advances in Databases: Concepts, 2007

Nugget discovery in visual exploration environments by query consolidation.
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

Isolating Order Semantics in Order-Sensitive XQuery-to-SQL Translation.
Proceedings of the Data Management. Data, 2007

2006
Measuring Data Abstraction Quality in Multiresolution Visualizations.
IEEE Trans. Vis. Comput. Graph., 2006

Optimizing Cyclic Join View Maintenance over Distributed Data Sources.
IEEE Trans. Knowl. Data Eng., 2006

A Compensation-Based Approach for View Maintenance in Distributed Environments.
IEEE Trans. Knowl. Data Eng., 2006

Join minimization in XML-to-SQL translation: an algebraic approach.
SIGMOD Rec., 2006

Heuristic Strategies for the Discovery of Inclusion Dependencies and Other Patterns.
J. Data Semant., 2006

Updating XML views published over relational databases: Towards the existence of a correct update mapping.
Data Knowl. Eng., 2006

Automaton meets algebra: A hybrid paradigm for XML stream processing.
Data Knowl. Eng., 2006

R-SOX: Runtime Semantic Query Optimization over XML Streams.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

HUX: Handling Updates in XML.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Enhancing scatterplot matrices for data with ordering or spatial attributes.
Proceedings of the Visualization and Data Analysis 2006, 2006

Run-time operator state spilling for memory intensive long-running queries.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

Exploratory Visualization of Multivariate Data with Variable Quality.
Proceedings of the 1st IEEE Symposium On Visual Analytics Science And Technology, 2006

U-Filter: A Lightweight XML View Update Checker.
Proceedings of the 22nd International Conference on Data Engineering, 2006

Incremental Maintenance of Materialized XQuery Views.
Proceedings of the 22nd International Conference on Data Engineering, 2006

Mining Images of Material Nanostructure Data.
Proceedings of the Distributed Computing and Internet Technology, 2006

SCUBA: Scalable Cluster-Based Algorithm for Evaluating Continuous Spatio-temporal Queries on Moving Objects.
Proceedings of the Advances in Database Technology, 2006

HUX: a schemacentric approach for updating XML views.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

Designing semantics-preserving cluster representatives for scientific input conditions.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

Integrating Clustering and Classification for Estimating Process Variables in Materials Science.
Proceedings of the Proceedings, 2006

2005
CAPE: A Constraint-Aware Adaptive Stream Processing Engine.
Proceedings of the Stream Data Management, 2005

Sync your data: update propagation for heterogeneous protein databases.
VLDB J., 2005

A history-driven approach at evolving views under meta data changes.
Knowl. Inf. Syst., 2005

Efficiently supporting order in XML query processing.
Data Knowl. Eng., 2005

XQuery containment in presence of variable binding dependencies.
Proceedings of the 14th international conference on World Wide Web, 2005

Semantic Query Optimization for XQuery over XML Streams.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

A Dynamically Adaptive Distributed System for Processing Complex Continuous Queries.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

Revisiting Pipelined Parallelism in Multi-Join Query Processing.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

Learning semantics-preserving distance metrics for clustering graphical data.
Proceedings of the 6th international workshop on Multimedia data mining, 2005

Order-Sensitive XML Query Processing over Relational Sources: An Algebraic Approach.
Proceedings of the Ninth International Database Engineering and Applications Symposium (IDEAS 2005), 2005

An Adaptive Multi-Objective Scheduling Selection Framework for Continuous Query Processing.
Proceedings of the Ninth International Database Engineering and Applications Symposium (IDEAS 2005), 2005

A Hierarchy Navigation Framework: Supporting Scalable Interactive Exploration over Large Databases.
Proceedings of the Ninth International Database Engineering and Applications Symposium (IDEAS 2005), 2005

Incremental Fusion of XML Fragments Through Semantic Identifiers.
Proceedings of the Ninth International Database Engineering and Applications Symposium (IDEAS 2005), 2005

VAMANA - A Scalable Cost-Driven XPath Engine.
Proceedings of the 21st International Conference on Data Engineering Workshops, 2005

Cost-Driven General Join View Maintenance over Distributed Data Sources.
Proceedings of the 21st International Conference on Data Engineering, 2005

GPIVOT: Efficient Incremental Maintenance of Complex ROLAP Views.
Proceedings of the 21st International Conference on Data Engineering, 2005

D-CAPE: distributed and self-tuned continuous query processing.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

2004
Parallel multisource view maintenance.
VLDB J., 2004

Multiversion-based view maintenance over distributed data sources.
ACM Trans. Database Syst., 2004

Incremental Maintenance of Schema-Restructuring Views in SchemaSQL .
IEEE Trans. Knowl. Data Eng., 2004

Apriori algorithm and game-of-life for predictive analysis in materials science.
Int. J. Knowl. Based Intell. Eng. Syst., 2004

Mapping nominal values to numbers for effective visualization.
Inf. Vis., 2004

Replacement strategies for XQuery caching systems.
Data Knowl. Eng., 2004

FS-Miner: efficient and incremental mining of frequent sequence patterns in web logs.
Proceedings of the Sixth ACM CIKM International Workshop on Web Information and Data Management (WIDM 2004), 2004

Semantic Query Optimization in an Automata-Algebra Combined XQuery Engine over XML Streams.
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

CAPE: Continuous Query Engine with Heterogeneous-Grained Adaptivity.
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

Dynamic Plan Migration for Continuous Queries Over Data Streams.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

Value and Relation Display for Interactive Exploration of High Dimensional Datasets.
Proceedings of the 10th IEEE Symposium on Information Visualization (InfoVis 2004), 2004

Clutter Reduction in Multi-Dimensional Data Visualization Using Dimension Reordering.
Proceedings of the 10th IEEE Symposium on Information Visualization (InfoVis 2004), 2004

Detection and Correction of Conflicting Source Updates for View Maintenance.
Proceedings of the 20th International Conference on Data Engineering, 2004

On the Updatability of XML Views Published over Relational Data.
Proceedings of the Conceptual Modeling, 2004

Joining Punctuated Streams.
Proceedings of the Advances in Database Technology, 2004

Heuristic Strategies for Inclusion Dependency Discovery.
Proceedings of the On the Move to Meaningful Internet Systems 2004: CoopIS, 2004

Restructuring batch view maintenance efficiently.
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

Evaluating window joins over punctuated streams.
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

Semantic Extensions to Domain-Specific Markup Languages.
Proceedings of the 2nd International Conference Computing, 2004

AUP: Adaptive Change Propagation Across Data Model Boundaries.
Proceedings of the Key Technologies for Data Management, 2004

2003
InterRing: a visual interface for navigating and manipulating hierarchies.
Inf. Vis., 2003

Interactive hierarchical displays: a general framework for visualization and exploration of large multivariate data sets.
Comput. Graph., 2003

Updating XQuery Views Published over Relational Data: A Roundtrip Case Study.
Proceedings of the Database and XML Technologies, 2003

Visual Hierarchical Dimension Reduction for Exploration of High Dimensional Datasets.
Proceedings of the 5th Joint Eurographics - IEEE TCVG Symposium on Visualization, 2003

A Strategy Selection Framework for Adaptive Prefetching in Data Visualization.
Proceedings of the 15th International Conference on Scientific and Statistical Database Management (SSDBM 2003), 2003

Rainbow: Multi-XQuery Optimization Using Materialized XML Views.
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

Interactive Hierarchical Dimension Ordering, Spacing and Filtering for Exploration of High Dimensional Datasets.
Proceedings of the 9th IEEE Symposium on Information Visualization (InfoVis 2003), 2003

Mapping Nominal Values to Numbers for Effective Visualization.
Proceedings of the 9th IEEE Symposium on Information Visualization (InfoVis 2003), 2003

QuenchMinerTM: Decision Support for Optimization of Heat Treating Processes.
Proceedings of the 1st Indian International Conference on Artificial Intelligence, 2003

Sangam: A Framework for Modeling Heterogeneous Database Transformations.
Proceedings of the ICEIS 2003, 2003

Discovery of High-Dimensional.
Proceedings of the 19th International Conference on Data Engineering, 2003

Automaton Meets Query Algebra: Towards a Unified Model for XQuery Evaluation over XML Data Streams.
Proceedings of the Conceptual Modeling, 2003

Order-Sensitive View Maintenance of Materialized XQuery Views.
Proceedings of the Conceptual Modeling, 2003

MJoin: a metadata-aware stream join operator.
Proceedings of the 2nd International Workshop on Distributed Event-Based Systems, 2003

Prefetching for Visual Data Exploratio.
Proceedings of the Eighth International Conference on Database Systems for Advanced Applications (DASFAA '03), 2003

Gangam: A Transformation Modeling Framework.
Proceedings of the Eighth International Conference on Database Systems for Advanced Applications (DASFAA '03), 2003

Hierarchical exploration of large multivariate data sets.
Proceedings of the Data Visualization: The State of the Art, 2003

Raindrop: a uniform and layered algebraic framework for XQueries on XML streams.
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003

MASS: a multi-axis storage structure for large XML documents.
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003

2002
The EVE Approach: View Synchronization in Dynamic Distributed Environments.
IEEE Trans. Knowl. Data Eng., 2002

Integrating the maintenance and synchronization of data warehouses using a cooperative framework.
Inf. Syst., 2002

Merging R-Trees: Efficient Strategies for Local Bulk Insertion.
GeoInformatica, 2002

Honey, I shrunk the XQuery!: an XML algebra optimization approach.
Proceedings of the Fourth ACM CIKM International Workshop on Web Information and Data Management (WIDM 2002), 2002

Consistently updating XML documents using incremental constraint check queries.
Proceedings of the Fourth ACM CIKM International Workshop on Web Information and Data Management (WIDM 2002), 2002

An algebraic approach for incremental maintenance of materialized XQuery views.
Proceedings of the Fourth ACM CIKM International Workshop on Web Information and Data Management (WIDM 2002), 2002

A fine-grained replacement strategy for XML query cache.
Proceedings of the Fourth ACM CIKM International Workshop on Web Information and Data Management (WIDM 2002), 2002

XCache: XQuery-based Caching System.
Proceedings of the Fifth International Workshop on the Web and Databases, 2002

Rainbow: mapping-driven XQuery processing system.
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

XmdvTool: visual interactive data exploration and trend discovery of high-dimensional data sets.
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

XCache: a semantic caching system for XML queries.
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

InterRing: An Interactive Tool for Visually Navigating and Manipulating Hierarchical Structures.
Proceedings of the 2002 IEEE Symposium on Information Visualization (InfoVis 2002), 27 October, 2002

A Lightweight XML Constraint Check and Update Framework.
Proceedings of the Advanced Conceptual Modeling Techniques, 2002

A Transactional Model for Data Warehouse Maintenance.
Proceedings of the Conceptual Modeling, 2002

Incremental Maintenance of Schema-Restructuring Views.
Proceedings of the Advances in Database Technology, 2002

MEDWRAP: Consistent View Maintenance over Distributed Multi-relation Sources.
Proceedings of the Database and Expert Systems Applications, 13th International Conference, 2002

A Transactional Approach to Parallel Data Warehouse Maintenance.
Proceedings of the Data Warehousing and Knowledge Discovery, 4th International Conference, 2002

Batch data warehouse maintenance in dynamic environments.
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

2001
SEE: A Spatial Exploration Environment Based on a Direct-Manipulation Paradigm.
IEEE Trans. Knowl. Data Eng., 2001

ROVER: flexible yet consistent evolution of relationships.
Data Knowl. Eng., 2001

Automating the transformation of XML documents.
Proceedings of the 3rd International Workshop on Web Information and Data Management (WIDM 2001), 2001

Gangam - A Solution to Support Multiple Data Models, their Mappings and Maintenance.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

DyDa: Data Warehouse Maintenance in Fully Concurrent Environments.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

Clock: Synchronizing Internal Relational Storage with External XML Documents.
Proceedings of the Eleventh International Workshop on Research Issues in Data Engineering: Document Management for Data Intensive Business and Scientific Applications, 2001

XEM: Managing the evolution of XML Documents.
Proceedings of the Eleventh International Workshop on Research Issues in Data Engineering: Document Management for Data Intensive Business and Scientific Applications, 2001

Active Page Generation via Customizing XML for Data Beans in E-Commerce Applications.
Proceedings of the Topics in Electronic Commerce, Second International Symposium, 2001

B<sup>+</sup> Retake: Sustaining High Volume Inserts into Large Data Pages.
Proceedings of the 4th ACM International Workshop on Data Warehousing and OLAP (DOLAP 2001), 2001

PVM: Parallel View Maintenance under Concurrent Data Updates of Distributed Sources.
Proceedings of the Data Warehousing and Knowledge Discovery, 2001

2000
SERFing the web: The Re-Web approach for web re-structuring.
World Wide Web, 2000

Structure-Based Brushes: A Mechanism for Navigating Hierarchically Organized Data and Information Spaces.
IEEE Trans. Vis. Comput. Graph., 2000

Consistent Schema Version Removal: An Optimization Technique for Object-Oriented Views.
IEEE Trans. Knowl. Data Eng., 2000

Letter from the Special Issue Editor.
IEEE Data Eng. Bull., 2000

Personal Views for Web Catalogs.
IEEE Data Eng. Bull., 2000

Maintaining Data Warehouses over Changing Information Sources.
Commun. ACM, 2000

Aggregate Path Index for Incremental Web View Maintenance.
Proceedings of the Second International Workshop on Advance Issues of E-Commerce and Web-Based Information Systems (WECWIS 2000), 2000

Argos: Efficient Refresh in an XQL-Based Web Caching System.
Proceedings of the World Wide Web and Databases, 2000

SERFing the Web: Web Site Management Made Easy.
Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, 2000

Optimizing Performance of Schema Evolution Sequences.
Proceedings of the Objects and Databases, 2000

Extending the Object Query Language for Transparent Metadata Access.
Proceedings of the Database Schema Evolution and Meta-Modeling, 2000

Evolving the Software of a Schema Evolution System.
Proceedings of the Database Schema Evolution and Meta-Modeling, 2000

ROVER: A Framework for the Evolution of Relationships.
Proceedings of the Conceptual Modeling, 2000

Scalable Visual Hierarchy Exploration.
Proceedings of the Database and Expert Systems Applications, 11th International Conference, 2000

DyDa: Dynamic Data Warehouse Maintenance in a Fully Concurrent Environment.
Proceedings of the Data Warehousing and Knowledge Discovery, 2000

History-Driven View Synchronization.
Proceedings of the Data Warehousing and Knowledge Discovery, 2000

Scalable Maintenance of Multiple Interrelated Data Warehousing Systems.
Proceedings of the Data Warehousing and Knowledge Discovery, 2000

1999
Object-Oriented Databases and Applications - Selected Papers from ICDE'98.
Theory Pract. Object Syst., 1999

An Extended Database Design Methodology for Uncertain Data Management.
Inf. Sci., 1999

Flexible Database Transformations: Teh SERF Approach.
IEEE Data Eng. Bull., 1999

Hierarchical Parallel Coordinates for Exploration of Large Datasets.
Proceedings of the 10th IEEE Visualization Conference, 1999

GBI: A Generalized R-Tree Bulk-Insertion Strategy.
Proceedings of the Advances in Spatial Databases, 1999

Evolvable View Environment (EVE): Non-Equivalent View Maintenance under Schema Changes.
Proceedings of the SIGMOD 1999, 1999

SERF: ODMG-Based Generic Re-structuring Facility.
Proceedings of the SIGMOD 1999, 1999

Navigating Hierarchies with Structure-Based Brushes.
Proceedings of the IEEE Symposium on Information Visualization 1999 (INFOVIS'99), 1999

The SDCC Framework for Integrating Existing Algorithms for Diverse Data Warehouse Maintenance Tasks.
Proceedings of the 1999 International Database Engineering and Applications Symposium, 1999

View Maintenance after View Synchronization.
Proceedings of the 1999 International Database Engineering and Applications Symposium, 1999

Data Warehouse Maintenance under Concurrent Schema and Data Updates.
Proceedings of the 15th International Conference on Data Engineering, 1999

Data Warehouse Evolution: Trade-Offs between Quality and Cost of Query Rewritings.
Proceedings of the 15th International Conference on Data Engineering, 1999

The MRE Wrapper Approach: Enabling Incremental View Maintenance of Data Warehouses Defined on Multi-Relation Information Sources.
Proceedings of the DOLAP '99, 1999

1998
Incremental Maintenance of Materialized Object-Oriented Views in MultiView: Strategies and Performance Evaluation.
IEEE Trans. Knowl. Data Eng., 1998

Hierarchical Encoded Path Views for Path Query Processing: An Optimal Model and Its Performance Evaluation.
IEEE Trans. Knowl. Data Eng., 1998

Symbolic Intersect Detection: A Method for Improving Spatial Intersect Joins.
GeoInformatica, 1998

Re-usable ODMG-based Templates for Web View Generation and Restructuring.
Proceedings of the CIKM'98 First Workshop on Web Information and Data Management (WIDM'98), 1998

Direct Manipulation Spatial Exploration Using SVIQUEL.
Proceedings of the Visual Database Systems 4 (VDB4), 1998

FED - A Framework for Iterative Data Selection in Exploratory Visualization.
Proceedings of the 10th International Conference on Scientific and Statistical Database Management, 1998

Data warehouse evolution: consistent meta data management.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Rate-Monotonic Scheduling in the Presence of Timing Unpredictability.
Proceedings of the Fourth IEEE Real-Time Technology and Applications Symposium, 1998

Processing Incremental Multidimensional Range Queries in a Direct Manipulation Visual Query.
Proceedings of the Fourteenth International Conference on Data Engineering, 1998

A Formal Model for Rule Inheritance and Overriding in Active Object-Oriented Databases.
Proceedings of the Third International Conference on Integrated Design and Process Technology, IDPT, 1998

Bulk-Insertions info R-Trees Using the Small-Tree-Large-Tree Approach.
Proceedings of the ACM-GIS '98, 1998

The CVS Algorithm for View Synchronization in Evolvable Large-Scale Information Systems.
Proceedings of the Advances in Database Technology, 1998

Integrating the Rewriting and Ranking Phases of View Synchronization.
Proceedings of the DOLAP '98, 1998

Using Containment Information for View Evolution in Dynamic Distributed Environments.
Proceedings of the Ninth International Workshop on Database and Expert Systems Applications, 1998

SVIQUEL: A Spatial Visual Query and Exploration Language.
Proceedings of the Database and Expert Systems Applications, 9th International Conference, 1998

SERF: Schema Evalution through an Extensible, Re-usable and Flexible Framework.
Proceedings of the 1998 ACM CIKM International Conference on Information and Knowledge Management, 1998

OQL_SERF: an ODMG implementation of the template-based schema evolution framework.
Proceedings of the 1998 conference of the Centre for Advanced Studies on Collaborative Research, November 30, 1998

Comparing MMVIS to a timeline for temporal trend analysis of video data.
Proceedings of the working conference on Advanced visual interfaces 1998, L'Aquila, Italy, May 24, 1998

1997
Schema Evolution of an Object-Oriented Real-Time Database System for Manufacturing Automation.
IEEE Trans. Knowl. Data Eng., 1997

A Transparent Schema-Evolution System Based on Object-Oriented View Technology.
IEEE Trans. Knowl. Data Eng., 1997

Loosely-Specified Query Processing in Large-Scale Information Systems.
Int. J. Cooperative Inf. Syst., 1997

A Hierarchical Path View Model for Path Finding in Intelligent Transportation Systems.
GeoInformatica, 1997

Spatial Joins Using R-trees: Breadth-First Traversal with Global Optimizations.
Proceedings of the VLDB'97, 1997

A Cost Model for Estimating the Performance of Spatial Joins Using R-trees.
Proceedings of the Ninth International Conference on Scientific and Statistical Database Management, 1997

Improving Spatial Intersect Joins Using Symbolic Intersect Detection.
Proceedings of the Advances in Spatial Databases, 1997

User Interface Evaluation of a Direct Manipulation Temporal Visual Query Language.
Proceedings of the Fifth ACM International Conference on Multimedia '97, 1997

On Preserving Views in Evolving Environments
Proceedings of the Intelligent Access to Heterogeneous Information, 1997

Integrated Query Processing Strategies for Spatial Path Queries.
Proceedings of the Thirteenth International Conference on Data Engineering, 1997

DIIM: A Foundation for Translating Loosely-Specified Queries into Executable Plans in Large-Scale Information Systems.
Proceedings of the Second IFCIS International Conference on Cooperative Information Systems, 1997

View Materialization Techniques for Complex Hierarchical Objects.
Proceedings of the Sixth International Conference on Information and Knowledge Management (CIKM'97), 1997

Keeping virtual information resources up and running.
Proceedings of the 1997 conference of the Centre for Advanced Studies on Collaborative Research, 1997

1996
The MultiView OODB View System: Design and Implementation.
Theory Pract. Object Syst., 1996

Toward Inquiry-Based Education Through Interacting Software Agents.
Computer, 1996

The MultiView Project: Object-Oriented View Technology and Applications.
Proceedings of the 1996 ACM SIGMOD International Conference on Management of Data, 1996

Probabilistic Real-Time Data Access with Interval Constraints.
Proceedings of the Online-Proceedings of the First International Workshop on Real-Time Databases: Issues and Applications, 1996

Augmented Inherited Multi-Index Structure for Maintenaince of Materialized Path Query Views.
Proceedings of the Sixth International Workshop on Research Issues in Data Engineering, 1996

Consistent View Removal in Transparent Schema Evolution Systems.
Proceedings of the Sixth International Workshop on Research Issues in Data Engineering, 1996

MMVIS: Design and Implementation of a Multimedia Visual Information Seeking Environment.
Proceedings of the Forth ACM International Conference on Multimedia '96, 1996

Using Object-Oriented Principles to Optimize Update Propagation to Materialized Views.
Proceedings of the Twelfth International Conference on Data Engineering, February 26, 1996

Path Queries for Transportation Networks: Dynamic Reordering and Sliding Window Paging Techniques.
Proceedings of the GIS '96, 1996

Objected-Oriented View Technology: Challenges and Promises.
Proceedings of the International Symposium on Cooperative Database Systems for Advanced Applications, 1996

Incremental Maintenance of Materialized Path Query OODB Views.
Proceedings of the International Symposium on Cooperative Database Systems for Advanced Applications, 1996

Hierarchical Optimization of Optimal Path Finding for Transportation Applications.
Proceedings of the CIKM '96, Proceedings of the Fifth International Conference on Information and Knowledge Management, November 12, 1996

Effective Graph Clustering for Path Queries in Digital Map Databases.
Proceedings of the CIKM '96, Proceedings of the Fifth International Conference on Information and Knowledge Management, November 12, 1996

MMVIS: A Multimedia Visual Information Seeking Environment for Video Analysis.
Proceedings of the Conference on Human Factors in Computing Systems: Common Ground, 1996

Sustaining software interoperability via shared, evolving object repositories: system optimization and evaluation.
Proceedings of the 1996 conference of the Centre for Advanced Studies on Collaborative Research, 1996

A Visual Multimedia Query Language for Temporal Analysis of Video Data.
Proceedings of the Multimedia Database Systems: Design and Implementation Strategies., 1996

1995
An active OODB system for genome physical map assembly.
Inf. Syst., 1995

Materialized Object-Oriented Views in MultiView.
Proceedings of the Proceedings RIDE-DOM '95, Fifth International Workshop on Research Issues in Data Engineering, 1995

A Visual Query Language for Identifying Temporal Rends in Video Data.
Proceedings of the International Workshop on Multi-Media Database Management Systems, 1995

A Transparent Object-Oriented Schema Change Approach Using View Evolution.
Proceedings of the Eleventh International Conference on Data Engineering, 1995

Visualization and database tools for YAC and cosmid contig construction.
Proceedings of the 28th Annual Hawaii International Conference on System Sciences (HICSS-28), 1995

Hierarchical Path Views: A Model Based on Fragmentation and Transportation Road Types.
Proceedings of the 3rd ACM International Workshop on Advances in Geographic Information Systems, 1995

OODB Support for Real-Time Open-Architecture Controllers.
Proceedings of the Database Systems for Advanced Applications '95, 1995

Towards Supporting Hard Schema Changes in TSE.
Proceedings of the CIKM '95, Proceedings of the 1995 International Conference on Information and Knowledge Management, November 28, 1995

Uniform Structured Document Handling using a Constraint-based Object Approach.
Proceedings of the Digital Libraries, Research and Technology Advances, 1995

1994
Set Restrictions for Semantic Groupings.
IEEE Trans. Knowl. Data Eng., 1994

Physical Map Assembler: An Active Object-Oriented Database for Human Genome Applications.
Proceedings of the Seventh International Working Conference on Scientific and Statistical Database Management, 1994

A Design Methodology for Databases with Uncertain Data.
Proceedings of the Seventh International Working Conference on Scientific and Statistical Database Management, 1994

A Classification Algorithm for Supporting Object-Oriented Views.
Proceedings of the Third International Conference on Information and Knowledge Management (CIKM'94), Gaithersburg, Maryland, USA, November 29, 1994

OODB support for providing transparent schema changes.
Proceedings of the 1994 Conference of the Centre for Advanced Studies on Collaborative Research, October 31, 1994

1993
Component synthesis from functional descriptions.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1993

Design tool integration using object-oriented database views.
Proceedings of the 1993 IEEE/ACM International Conference on Computer-Aided Design, 1993

Tools for View Generation in Object-Oriented Databases.
Proceedings of the CIKM 93, 1993

An Information Model for Human Genome Map Representation and Assembly.
Proceedings of the CIKM 93, 1993

Developing an object-oriented view management system.
Proceedings of the 1993 Conference of the Centre for Advanced Studies on Collaborative Research, 1993

1992
Set Operations in Object-Based Data Models.
IEEE Trans. Knowl. Data Eng., 1992

Multiview: A Methodology for Supporting Multiple Views in Object-Oriented Databases.
Proceedings of the 18th International Conference on Very Large Data Bases, 1992

Functional Synthesis Using Area and Delay Optimization.
Proceedings of the 29th Design Automation Conference, 1992

1991
Evaluating aggregates in possibilistic relational databases.
Data Knowl. Eng., 1991

A Semantic Integrity Framework: Set Restrictions for Semantic Groupings.
Proceedings of the Seventh International Conference on Data Engineering, 1991

Restricting Is-A Related Groupings Using Object Equivalence.
Proceedings of the Database Systems for Advanced Applications '91, 1991

1990
Individualized Tutoring Using an Intelligent Fuzzy Temporal Relational Database.
Int. J. Man Mach. Stud., 1990

The Component Sythesis Algorithm: Technology Mapping for Register Transfer Descriptions.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 1990

Set Operations in a Data Model Supporting Complex Objects.
Proceedings of the Advances in Database Technology, 1990

1989
On nearness measures in fuzzy relational data models.
Int. J. Approx. Reason., 1989

Aggregates in Possibilistic Databases.
Proceedings of the Fifteenth International Conference on Very Large Data Bases, 1989

1988
Set-valued temporal knowledge representation for fuzzy temporal retrieval in ICAI.
Int. J. Approx. Reason., 1988

The Role of AI in Databases versus the Role of Database Theory in AI: An Opinion.
Proceedings of the IFIP TC2/TC8/WG 2.6/WG 8.1 Working Conference on the Role of Artificial Intelligence in Databases and Information Systems, 1988


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