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Elke A. Rundensteiner

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

267

Venues

44

Active years

1988–2026

Best venue rank

A*

Where they publish

Papers

267 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAINeural Tangent Kernels Under Stochastic Data Augmentation.Joshua DeOliveira, Sajal Chakroborty, Walter Gerych, Elke A. Rundensteiner
2026EDBTScalable Convergence Queries on Time Series Compounds.Noura Alghamdi, Khalid Alnuaim, Xiaoshuai Li, Elke A. Rundensteiner, Mohamed Y. Eltabakh
2026ICDEKrone: Hierarchical and Modular Log Anomaly Detection.Lei Ma, Jinyang Liu, Tieying Zhang, Peter M. VanNostrand, Dennis M. Hofmann, Lei Cao, Elke A. Rundensteiner, Jianjun Chen
2025AAAIThe Surprising Effectiveness of Infinite-Width NTKs for Characterizing and Improving Model Training.Joshua DeOliveira, Walter Gerych, Elke A. Rundensteiner
2025AIESExploring "Just Noticeable" Group Fairness in Rankings.Mallak Alkhathlan, Hilson Shrestha, Lane Harrison, Elke A. Rundensteiner
2025ICMLAA Self-Supervised Auxiliary Learning Approach for Effective Depression Screening.Kevin Hickey, Ricardo Flores, Avantika Shrestha, Elke A. Rundensteiner
2025ICMLAEnsembles of Statistically Independent Models: A Method for Semi-Supervised Domain Adaptation.Nicholas Josselyn, Walter Gerych, Biao Yin, Ziming Zhang, Elke A. Rundensteiner
2025IJCCIDetermining Optimal Pixel Resolution for Object Detection in Satellite Imagery: A Class-Specific Approach.Daniel C. Fox, John Prominski, Amit Virchandbhai Prajapati, Kendall Haddigan, Gabriel Barbosa, Shubham Dashrath Wagh, Adam Nolan, Daniel Zwillinger, Chun-Kit Ngan, Fatemeh Emdad, Elke A. Rundensteiner
2025KDDCLID-MU: Cross-Layer Information Divergence Based Meta Update Strategy for Learning with Noisy Labels.Ruofan Hu, Dongyu Zhang, Huayi Zhang, Elke A. Rundensteiner
2024AAAIAmalgamating Multi-Task Models with Heterogeneous Architectures.Jidapa Thadajarassiri, Walter Gerych, Xiangnan Kong, Elke A. Rundensteiner
2024AIESHidden or Inferred: Fair Learning-To-Rank With Unknown Demographics.Oluseun Olulana, Kathleen Cachel, Fabricio Murai, Elke A. Rundensteiner
2024CIKMWise Fusion: Group Fairness Enhanced Rank Fusion.Kathleen Cachel, Elke A. Rundensteiner
2024CIKMFairRankTune: A Python Toolkit for Fair Ranking Tasks.Kathleen Cachel, Elke A. Rundensteiner
2024ICDECLIMBER: Pivot-Based Approximate Similarity Search Over Big Data Series.Liang Zhang, Mohamed Y. Eltabakh, Elke A. Rundensteiner, Khalid Alnuaim
2024ICMLALeveraging LLMs for Integrated Sentiment and Topic Analysis on African Social Media.Harriet Sibitenda, Ruofan Hu, Elke A. Rundensteiner, Awa Diattara, Assitan Traore, Cheikh Ba
2024IJCCIMETA: Deep Learning Pipeline for Detecting Anomalies on Multimodal Vibration Sewage Treatment Plant Data.Simeon Krastev, Aukkawut Ammartayakun, Kewal Jayshankar Mishra, Harika Koduri, Eric Schuman, Drew Morris, Yuan Feng, Sai Supreeth Reddy Bandi, Chun-Kit Ngan, Andrew Yeung, Jason Li, Nigel Ko, Fatemeh Emdad, Elke A. Rundensteiner, Heiton M. H. Ho, T. K. Wong, Jolly P. C. Chan
2024SDMCoLafier: Collaborative Noisy Label Purifier With Local Intrinsic Dimensionality Guidance.Dongyu Zhang, Ruofan Hu, Elke A. Rundensteiner
2023AAAIKnowledge Amalgamation for Multi-Label Classification via Label Dependency Transfer.Jidapa Thadajarassiri, Thomas Hartvigsen, Walter Gerych, Xiangnan Kong, Elke A. Rundensteiner
2023CIKMFair&Share: Fast and Fair Multi-Criteria Selections.Kathleen Cachel, Elke A. Rundensteiner
2023CIKMMOSS: AI Platform for Discovery of Corrosion-Resistant Materials.Biao Yin, Nicholas Josselyn, Ziming Zhang, Elke A. Rundensteiner, Thomas A. Considine, John V. Kelley, Berend C. Rinderspacher, Robert E. Jensen, James F. Snyder
2023COMPSACAdversarial Human Context Recognition: Evasion Attacks and Defenses.Abdulaziz Alajaji, Walter Gerych, Kavin Chandrasekaran, Luke Buquicchio, Emmanuel Agu, Elke A. Rundensteiner
2023ICMLAAlloyGAN: Domain-Promptable Generative Adversarial Network for Generating Aluminum Alloy Microstructures.Biao Yin, Yangyang Fan, Nicholas Josselyn, Elke A. Rundensteiner
2023ICMLADeepSC-Edge: Scientific Corrosion Segmentation with Edge-Guided and Class-Balanced Losses.Biao Yin, Nicholas Josselyn, Thomas A. Considine, John V. Kelley, Berend C. Rinderspacher, Robert E. Jensen, James F. Snyder, Ziming Zhang, Elke A. Rundensteiner
2023InteractHaptic Auditory Feedback for Enhanced Image Description: A Study of User Preferences and Performance.Mallak Alkhathlan, M. L. Tlachac, Elke A. Rundensteiner
2022AAAIRecovering the Propensity Score from Biased Positive Unlabeled Data.Walter Gerych, Thomas Hartvigsen, Luke Buquicchio, Emmanuel Agu, Elke A. Rundensteiner
2022AIESFINS Auditing Framework: Group Fairness for Subset Selections.Kathleen Cachel, Elke A. Rundensteiner
2022ASSETSImproving Image Accessibility by Combining Haptic and Auditory Feedback.Mallak Alkhathlan, M. L. Tlachac, Lane Harrison, Elke A. Rundensteiner
2022CIKMRobust Recurrent Classifier Chains for Multi-Label Learning with Missing Labels.Walter Gerych, Thomas Hartvigsen, Luke Buquicchio, Emmanuel Agu, Elke A. Rundensteiner
2022CIKMStop&Hop: Early Classification of Irregular Time Series.Thomas Hartvigsen, Walter Gerych, Jidapa Thadajarassiri, Xiangnan Kong, Elke A. Rundensteiner
2022ICDEMANI-Rank: Multiple Attribute and Intersectional Group Fairness for Consensus Ranking.Kathleen Cachel, Elke A. Rundensteiner, Lane Harrison
2022ICDMClass-Specific Explainability for Deep Time Series Classifiers.Ramesh Doddaiah, Prathyush S. Parvatharaju, Elke A. Rundensteiner, Thomas Hartvigsen
2022ICMLATransferring Indoor Corrosion Image Assessment Models to Outdoor Images via Domain Adaptation.Nicholas Josselyn, Biao Yin, Thomas A. Considine, John V. Kelley, Berend C. Rinderspacher, Robert E. Jensen, James F. Snyder, Ziming Zhang, Elke A. Rundensteiner
2022LRECTWEET-FID: An Annotated Dataset for Multiple Foodborne Illness Detection Tasks.Ruofan Hu, Dongyu Zhang, Dandan Tao, Thomas Hartvigsen, Hao Feng, Elke A. Rundensteiner
2022PERCOMTriplet-based Domain Adaptation (Triple-DARE) for Lab-to-field Human Context Recognition.Abdulaziz Alajaji, Walter Gerych, Kavin Chandrasekaran, Luke Buquicchio, Hamid Mansoor, Emmanuel Agu, Elke A. Rundensteiner
2022SIGMODScalable Time Series Compound Infrastructure.Noura S. Alghamdi, Liang Zhang, Elke A. Rundensteiner, Mohamed Y. Eltabakh
2022SIGMODGloria: Graph-based Sharing Optimizer for Event Trend Aggregation.Lei Ma, Chuan Lei, Olga Poppe, Elke A. Rundensteiner
2022SDMPositive Unlabeled Learning with a Sequential Selection Bias.Walter Gerych, Thomas Hartvigsen, Luke Buquicchio, Abdulaziz Alajaji, Kavin Chandrasekaran, Hamid Mansoor, Elke A. Rundensteiner, Emmanuel Agu
2021AAAISemi-Supervised Knowledge Amalgamation for Sequence Classification.Jidapa Thadajarassiri, Thomas Hartvigsen, Xiangnan Kong, Elke A. Rundensteiner
2021AIESMeasuring Group Advantage: A Comparative Study of Fair Ranking Metrics.Caitlin Kuhlman, Walter Gerych, Elke A. Rundensteiner
2021BMVCCorrosion Image Data Set for Automating Scientific Assessment of Materials.Biao Yin, Nicholas Josselyn, Thomas A. Considine, John V. Kelley, Berend C. Rinderspacher, Robert E. Jensen, James F. Snyder, Ziming Zhang, Elke A. Rundensteiner
2021CIKMLearning Saliency Maps to Explain Deep Time Series Classifiers.Prathyush S. Parvatharaju, Ramesh Doddaiah, Thomas Hartvigsen, Elke A. Rundensteiner
2021CIKMAudiBERT: A Deep Transfer Learning Multimodal Classification Framework for Depression Screening.Ermal Toto, M. L. Tlachac, Elke A. Rundensteiner
2021ICMLAFew-Shot Classification for Human Context Recognition Using Smartphone Data Traces.Luke Buquicchio, Walter Gerych, Abdulaziz Alajaji, Kavin Chandrasekaran, Hamid Mansoor, Elke A. Rundensteiner, Emmanuel Agu
2021ICMLADepression Screening Using Deep Learning on Follow-up Questions in Clinical Interviews.Ricardo Flores, M. L. Tlachac, Ermal Toto, Elke A. Rundensteiner
2021ICMLALocal Geometry Preserving Deep Networks For Featurizing High Dimensional Datasets.Walter Gerych, Jessica L. Bader, Declan Nelson, Thalia Chao-Zhang, Luke Buquicchio, Abdulaziz Alajaji, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner
2021ICMLAEMU: Early Mental Health Uncovering Framework and Dataset.M. L. Tlachac, Ermal Toto, Joshua Lovering, Rimsha Kayastha, Nina Taurich, Elke A. Rundensteiner
2021Interact"Honestly I Never Really Thought About Adding a Description": Why Highly Engaged Tweets Are Inaccessible.Mallak Alkhathlan, M. L. Tlachac, Lane Harrison, Elke A. Rundensteiner
2021KDDELITE: Robust Deep Anomaly Detection with Meta Gradient.Huayi Zhang, Lei Cao, Peter M. VanNostrand, Samuel Madden, Elke A. Rundensteiner
2021SIGMODTo Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams.Olga Poppe, Chuan Lei, Lei Ma, Allison Rozet, Elke A. Rundensteiner
2021SmartCompCARTMAN: Complex Activity Recognition Using Topic Models for Feature Generation from Wearable Sensor Data.Kavin Chandrasekaran, Walter Gerych, Luke Buquicchio, Abdulaziz Alajaji, Emmanuel Agu, Elke A. Rundensteiner
2020ACLHuman Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words?Cansu Sen, Thomas Hartvigsen, Biao Yin, Xiangnan Kong, Elke A. Rundensteiner
2020CIKMLearning to Selectively Update State Neurons in Recurrent Networks.Thomas Hartvigsen, Cansu Sen, Xiangnan Kong, Elke A. Rundensteiner
2020CIKMMuse: Multi-query Event Trend Aggregation.Allison Rozet, Olga Poppe, Chuan Lei, Elke A. Rundensteiner
2020EMNLPA Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events.Susmitha Wunnava, Xiao Qin, Tabassum Kakar, Xiangnan Kong, Elke A. Rundensteiner
2020ICDEChainLink: Indexing Big Time Series Data For Long Subsequence Matching.Noura Alghamdi, Liang Zhang, Huayi Zhang, Elke A. Rundensteiner, Mohamed Y. Eltabakh
2020ICMLATopological Data Analysis to Engineer Features from Audio Signals for Depression Detection.M. L. Tlachac, Adam Sargent, Ermal Toto, Randy C. Paffenroth, Elke A. Rundensteiner
2020ICMLAAudio-based Depression Screening using Sliding Window Sub-clip Pooling.Ermal Toto, M. L. Tlachac, Francis Lee Stevens, Elke A. Rundensteiner
2020KDDRecurrent Halting Chain for Early Multi-label Classification.Thomas Hartvigsen, Cansu Sen, Xiangnan Kong, Elke A. Rundensteiner
2020SIGMODBig Data Series Analytics Using TARDIS and its Exploitation in Geospatial Applications.Liang Zhang, Noura Alghamdi, Mohamed Y. Eltabakh, Elke A. Rundensteiner
2020SIGMODContinuously Adaptive Similarity Search.Huayi Zhang, Lei Cao, Yizhou Yan, Samuel Madden, Elke A. Rundensteiner
2019CHIEvaluating Preference Collection Methods for Interactive Ranking Analytics.Caitlin Kuhlman, Diana Doherty, Malika Nurbekova, Goutham Deva, Zarni Phyo, Paul-Henry Schoenhagen, MaryAnn Van Valkenburg, Elke A. Rundensteiner, Lane Harrison
2019COMPSACCOMEX: Identifying Mislabeled Human Behavioral Context Data Using Visual Analytics.Hamid Mansoor, Walter Gerych, Luke Buquicchio, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner
2019EDBTScalable Kernel Density Estimation-based Local Outlier Detection over Large Data Streams.Xiao Qin, Lei Cao, Elke A. Rundensteiner, Samuel Madden
2019ICDETARDIS: Distributed Indexing Framework for Big Time Series Data.Liang Zhang, Noura Alghamdi, Mohamed Y. Eltabakh, Elke A. Rundensteiner
2019KDDAdaptive-Halting Policy Network for Early Classification.Thomas Hartvigsen, Cansu Sen, Xiangnan Kong, Elke A. Rundensteiner
2019WWWFARE: Diagnostics for Fair Ranking using Pairwise Error Metrics.Caitlin Kuhlman, MaryAnn Van Valkenburg, Elke A. Rundensteiner
2019SIGMODEvent Trend Aggregation Under Rich Event Matching Semantics.Olga Poppe, Chuan Lei, Elke A. Rundensteiner, David Maier
2019SDMAMAS: Attention Model for Attributed Sequence Classification.Zhongfang Zhuang, Xiangnan Kong, Elke A. Rundensteiner
2018AMIADeep Learning Strategies for Automatic Detection of Medication and Adverse Drug Events from Electronic Health Records.Susmitha Wunnava, Xiao Qin, Tabassum Kakar, Elke A. Rundensteiner, Xiangnan Kong
2018CIKMDEVES: Interactive Signal Analytics for Drug Safety.Tabassum Kakar, Xiao Qin, Andrew Schade, Brian McCarthy, Huy Quoc Tran, Brian Zylich, Elke A. Rundensteiner, Lane Harrison, Sanjay K. Sahoo, Suranjan De
2018CIKMPreference-driven Interactive Ranking System for Personalized Decision Support.Caitlin Kuhlman, MaryAnn Van Valkenburg, Diana Doherty, Malika Nurbekova, Goutham Deva, Zarni Phyo, Elke A. Rundensteiner, Lane Harrison
2018ICDEMeDIAR: Multi-Drug Adverse Reactions Analytics.Xiao Qin, Tabassum Kakar, Susmitha Wunnava, Brian McCarthy, Andrew Schade, Huy Quoc Tran, Brian Zylich, Elke A. Rundensteiner, Lane Harrison, Sanjay K. Sahoo, Suranjan De
2018ICDEGeneralized Dynamic Time Warping: Unleashing the Warping Power Hidden in Point-Wise Distances.Rodica Neamtu, Ramoza Ahsan, Elke A. Rundensteiner, Gbor N. Srkzy, Eamonn J. Keogh, Hoang Anh Dau, Cuong Nguyen, Charles Lovering
2018ICDESharon: Shared Online Event Sequence Aggregation.Olga Poppe, Allison Rozet, Chuan Lei, Elke A. Rundensteiner, David Maier
2017CIKMInteractive Analytics System for Exploring Outliers.Mingrui Wei, Lei Cao, Chris Cormier, Hui Zheng, Elke A. Rundensteiner
2017EDBTCAESAR: Context-Aware Event Stream Analytics for Urban Transportation Services.Olga Poppe, Chuan Lei, Elke A. Rundensteiner, Daniel J. Dougherty, Goutham Deva, Nicholas Fajardo, James Owens, Thomas Schweich, MaryAnn Van Valkenburg, Sarun Paisarnsrisomsuk, Pitchaya Wiratchotisatian, George Gettel, Robert Hollinger, Devin Roberts, Daniel Tocco
2017ICDEMulti-Tactic Distance-Based Outlier Detection.Lei Cao, Yizhou Yan, Caitlin Kuhlman, Qingyang Wang, Elke A. Rundensteiner, Mohamed Y. Eltabakh
2017KDDMARAS: Signaling Multi-Drug Adverse Reactions.Xiao Qin, Tabassum Kakar, Susmitha Wunnava, Elke A. Rundensteiner, Lei Cao
2017KDDDistributed Local Outlier Detection in Big Data.Yizhou Yan, Lei Cao, Caitlin Kuhlman, Elke A. Rundensteiner
2017KDDScalable Top-n Local Outlier Detection.Yizhou Yan, Lei Cao, Elke A. Rundensteiner
2017SACTowards transforming FDA adverse event narratives into actionable structured data for improved pharmacovigilance.Susmitha Wunnava, Xiao Qin, Tabassum Kakar, Vimig Socrates, Amber Wallace, Elke A. Rundensteiner
2017SIGMODInteractive Time Series Analytics Powered by ONEX.Rodica Neamtu, Ramoza Ahsan, Charles Lovering, Cuong Nguyen, Elke A. Rundensteiner, Gbor N. Srkzy
2017SIGMODComplete Event Trend Detection in High-Rate Event Streams.Olga Poppe, Chuan Lei, Salah Ahmed, Elke A. Rundensteiner
2016CIKMPRO: Preference-Aware Recurring Query Optimization.Zhongfang Zhuang, Chuan Lei, Elke A. Rundensteiner, Mohamed Y. Eltabakh
2016EDBTContext-Aware Event Stream Analytics.Olga Poppe, Chuan Lei, Elke A. Rundensteiner, Daniel J. Dougherty
2016EDBTInteractive Temporal Association Analytics.Xiao Qin, Ramoza Ahsan, Xika Lin, Elke A. Rundensteiner, Matthew O. Ward
2016EDBTRefinement Driven Processing of Aggregation Constrained Queries.Manasi Vartak, Venkatesh Raghavan, Elke A. Rundensteiner, Samuel Madden
2016SACTowards spreadsheet integration using entity identification driven by a spatial-temporal model.Ramoza Ahsan, Rodica Neamtu, Elke A. Rundensteiner
2016SIGMODSharing-Aware Outlier Analytics over High-Volume Data Streams.Lei Cao, Jiayuan Wang, Elke A. Rundensteiner
2016SIGMODScalable Pattern Sharing on Event Streams.Medhabi Ray, Chuan Lei, Elke A. Rundensteiner
2016VDAMaVis: Machine Learning Aided Multi-Model Framework for Time Series Visual Analytics.Kaiyu Zhao, Matthew O. Ward, Elke A. Rundensteiner, Huong Ngo Higgins
2015ICDEINSURE: An integrated load reduction framework for XML stream processing.Mingzhu Wei, Elke A. Rundensteiner, Murali Mani
2015KDDOnline Outlier Exploration Over Large Datasets.Lei Cao, Mingrui Wei, Di Yang, Elke A. Rundensteiner
2014CIKMFacilitating Interactive Mining of Global and Local Association Rules.Abhishek Mukherji, Elke A. Rundensteiner, Matthew O. Ward
2014EDBTRedoop: Supporting Recurring Queries in Hadoop.Chuan Lei, Elke A. Rundensteiner, Mohamed Y. Eltabakh
2014EDBTCOLARM: Cost-based Optimization for Localized Association Rule Mining.Abhishek Mukherji, Elke A. Rundensteiner, Matthew O. Ward
2014EDBTCAQE: A Contract Driven Approach to Processing Concurrent Decision Support Queries.Venkatesh Raghavan, Elke A. Rundensteiner
2014ICDEScalable distance-based outlier detection over high-volume data streams.Lei Cao, Di Yang, Qingyang Wang, Yanwei Yu, Jiayuan Wang, Elke A. Rundensteiner
2014KDDiPARAS: Incremental Construction of Parameter Space for Online Association Mining.Xiao Qin, Ramoza Ahsan, Xika Lin, Elke A. Rundensteiner, Matthew O. Ward
2014KDDDetecting moving object outliers in massive-scale trajectory streams.Yanwei Yu, Lei Cao, Elke A. Rundensteiner, Qin Wang
2014SIGMODMassachusetts Economy and Technology Index System.Ramoza Ahsan, Rodica Neamtu, Jeff Stokes, Armend Hoxha, Jialiang Bao, Stefan Gvozdenovic, Ted Meyer, Nilesh Patel, Raghu Rangan, Yumou Wang, Dongyun Zhang, Elke A. Rundensteiner
2014SIGMODComplex event analytics: online aggregation of stream sequence patterns.Yingmei Qi, Lei Cao, Medhabi Ray, Elke A. Rundensteiner
2014VLDBTaming Big Data: Integrating diverse public data sources for economic competitiveness analytics.Rodica Neamtu, Ramoza Ahsan, Jeff Stokes, Armend Hoxha, Jialiang Bao, Stefan Gvozdenovic, Ted Meyer, Nilesh Patel, Raghu Rangan, Yumou Wang, Dongyun Zhang, Elke A. Rundensteiner
2014VDAProgressively consolidating historical visual explorations for new discoveries.Kaiyu Zhao, Matthew O. Ward, Elke A. Rundensteiner, Huong Ngo Higgins
2013CIKMFIRE: interactive visual support for parameter space-driven rule mining.Abhishek Mukherji, Xika Lin, Jason Whitehouse, Christopher R. Botaish, Elke A. Rundensteiner, Matthew O. Ward
2013CIKMSPHINX: rich insights into evidence-hypotheses relationships via parameter space-based exploration.Abhishek Mukherji, Jason Whitehouse, Christopher R. Botaish, Elke A. Rundensteiner, Matthew O. Ward
2013EDBTHigh-performance complex event processing using continuous sliding views.Medhabi Ray, Elke A. Rundensteiner, Mo Liu, Chetan Gupta, Song Wang, Ismail Ari
2013EDBTProbabilistic inference of object identifications for event stream analytics.Di Wang, Elke A. Rundensteiner, Richard T. Ellison, Han Wang
2013ICDERobust distributed stream processing.Chuan Lei, Elke A. Rundensteiner, Joshua D. Guttman
2013SIGMODPARAS: interactive parameter space exploration for association rule mining.Abhishek Mukherji, Xika Lin, Christopher R. Botaish, Jason Whitehouse, Elke A. Rundensteiner, Matthew O. Ward, Carolina Ruiz
2013SIGMODUtility-maximizing event stream suppression.Di Wang, Yeye He, Elke A. Rundensteiner, Jeffrey F. Naughton
2013VDAExploring large scale time-series data using nested timelines.Zaixian Xie, Matthew O. Ward, Elke A. Rundensteiner
2012EDBTRealtime healthcare services via nested complex event processing technology.Mo Liu, Medhabi Ray, Dazhi Zhang, Elke A. Rundensteiner, Daniel J. Dougherty, Chetan Gupta, Song Wang, Ismail Ari
2011CIKMMTopS: scalable processing of continuous top-k multi-query workloads.Avani Shastri, Di Yang, Elke A. Rundensteiner, Matthew O. Ward
2011CIKMCLUES: a unified framework supporting interactive exploration of density-based clusters in streams.Di Yang, Zhenyu Guo, Elke A. Rundensteiner, Matthew O. Ward
2011EDBTAn optimal strategy for monitoring top-k queries in streaming windows.Di Yang, Avani Shastri, Elke A. Rundensteiner, Matthew O. Ward
2011ICDESemantic stream query optimization exploiting dynamic metadata.Luping Ding, Karen E. Works, Elke A. Rundensteiner
2011ICDEHigh-performance nested CEP query processing over event streams.Mo Liu, Elke A. Rundensteiner, Daniel J. Dougherty, Chetan Gupta, Song Wang, Ismail Ari, Abhay Mehta
2011ICDEOptimizing complex sequence pattern extraction using caching.Medhabi Ray, Mo Liu, Elke A. Rundensteiner, Daniel J. Dougherty, Chetan Gupta, Song Wang, Abhay Mehta, Ismail Ari
2011ICDEActive Complex Event Processing infrastructure: Monitoring and reacting to event streams.Di Wang, Elke A. Rundensteiner, Richard T. Ellison, Han Wang
2011ICDEThe Proactive Promotion Engine.Karen E. Works, Elke A. Rundensteiner
2011IVNugget Browser: Visual Subgroup Mining and Statistical Significance Discovery in Multivariate Datasets.Zhenyu Guo, Matthew O. Ward, Elke A. Rundensteiner
2011SIGMODE-Cube: multi-dimensional event sequence analysis using hierarchical pattern query sharing.Mo Liu, Elke A. Rundensteiner, Kara Greenfield, Chetan Gupta, Song Wang, Ismail Ari, Abhay Mehta
2010DASFAAConstraint-Aware Complex Event Pattern Detection over Streams.Ming Li, Murali Mani, Elke A. Rundensteiner, Tao Lin
2010DEXASupporting Multi-criteria Decision Support Queries over Time-Interval Data Streams.Nam Hun Park, Venkatesh Raghavan, Elke A. Rundensteiner
2010ICDEE-Cube: Multi-dimensional event sequence processing using concept and pattern hierarchies.Mo Liu, Elke A. Rundensteiner, Kara Greenfield, Chetan Gupta, Song Wang, Ismail Ari, Abhay Mehta
2010ICDEProgressive result generation for multi-criteria decision support queries.Venkatesh Raghavan, Elke A. Rundensteiner
2010IDEASCluster-and-conquer: hierarchical multi-metric query processing in large-scale database federations.Di Wang, Murali Mani, Elke A. Rundensteiner
2010ISVCVisual Exploration of Stream Pattern Changes Using a Data-Driven Framework.Zaixian Xie, Matthew O. Ward, Elke A. Rundensteiner
2010SIGMODProgXe: progressive result generation framework for multi-criteria decision support queries.Venkatesh Raghavan, Elke A. Rundensteiner
2010SIGMODQRelX: generating meaningful queries that provide cardinality assurance.Manasi Vartak, Venkatesh Raghavan, Elke A. Rundensteiner
2010SIGMODInteractive visual exploration of neighbor-based patterns in data streams.Di Yang, Zhenyu Guo, Zaixian Xie, Elke A. Rundensteiner, Matthew O. Ward
2010VDAOperator-centric design patterns for information visualization software.Zaixian Xie, Zhenyu Guo, Matthew O. Ward, Elke A. Rundensteiner
2009EDBTSelf-tuning query mesh for adaptive multi-route query processing.Rimma V. Nehme, Elke A. Rundensteiner, Elisa Bertino
2009EDBTScalable stream join processing with expensive predicates: workload distribution and adaptation by time-slicing.Song Wang, Elke A. Rundensteiner
2009EDBTNeighbor-based pattern detection for windows over streaming data.Di Yang, Elke A. Rundensteiner, Matthew O. Ward
2009ICDESequence Pattern Query Processing over Out-of-Order Event Streams.Mo Liu, Ming Li, Denis Golovnya, Elke A. Rundensteiner, Kajal T. Claypool
2009SIGMODUntitled recordRimma V. Nehme, Hyo-Sang Lim, Elisa Bertino, Elke A. Rundensteiner
2009SIGMODSupporting a spectrum of out-of-order event processing technologies: from aggressive to conservative methodologies.Mingzhu Wei, Mo Liu, Ming Li, Denis Golovnya, Elke A. Rundensteiner, Kajal T. Claypool
2009SSDBMMode Aware Stream Query Processing.Mingrui Wei, Elke A. Rundensteiner
2008CIKMSNIF TOOL: sniffing for patterns in continuous streams.Abhishek Mukherji, Elke A. Rundensteiner, David C. Brown, Venkatesh Raghavan
2008DASFAAAn Optimized Two-Step Solution for Updating XML Views.Ling Wang, Ming Jiang, Elke A. Rundensteiner, Murali Mani
2008DEXAComponent Selection to Optimize Distance Function Learning in Complex Scientific Data Sets.Aparna S. Varde, Stephen Bique, Elke A. Rundensteiner, David C. Brown, Jianyu Liang, Richard D. Sisson Jr., Ehsan Sheybani, Brian Sayre
2008EDBTSemantic query optimization for processing XML streams with minimized memory footprint.Ming Li, Murali Mani, Elke A. Rundensteiner
2008EDBTIndex tuning for parameterized streaming groupby queries.Luping Ding, Elke A. Rundensteiner
2008EDBTAutomaton in or out: run-time plan optimization for XML stream processing.Hong Su, Elke A. Rundensteiner, Murali Mani
2008ERConstraint-Aware XSLT Evaluation.Ming Li, Murali Mani, Elke A. Rundensteiner
2008ICDERuntime Semantic Query Optimization for Event Stream Processing.Luping Ding, Songting Chen, Elke A. Rundensteiner, Jun'ichi Tatemura, Wang-Pin Hsiung, K. Seluk Candan
2008ICDEA Security Punctuation Framework for Enforcing Access Control on Streaming Data.Rimma V. Nehme, Elke A. Rundensteiner, Elisa Bertino
2008IDEASEfficiently loading and processing XML streams.Ming Li, Murali Mani, Elke A. Rundensteiner
2008WWWUtility-driven load shedding for xml stream processing.Mingzhu Wei, Elke A. Rundensteiner, Murali Mani
2007CIKMNugget discovery in visual exploration environments by query consolidation.Di Yang, Elke A. Rundensteiner, Matthew O. Ward
2007DASFAAUntitled recordRimma V. Nehme, Elke A. Rundensteiner
2007ICDEOptimizing State-Intensive Non-Blocking Queries Using Run-time Adaptation.Bin Liu, Mariana Jbantova, Elke A. Rundensteiner
2007ICDEFireStream: Sensor Stream Processing for Monitoring Fire Spread.Venkatesh Raghavan, Elke A. Rundensteiner, John Woycheese, Abhishek Mukherji
2007ICDELearning the Relative Importance of Features in Image Data.Aparna S. Varde, Elke A. Rundensteiner, Giti Javidi, Ehsan Sheybani, Jianyu Liang
2007ICDEAdapting Partitioned Continuous Query Processing in Distributed Systems.Yali Zhu, Elke A. Rundensteiner
2007ICDTUpdating Views Over Recursive XML.Ming Jiang, Ling Wang, Murali Mani, Elke A. Rundensteiner
2007SIGMODXmdvtoolElke A. Rundensteiner, Matthew O. Ward, Zaixian Xie, Qingguang Cui, Charudatta V. Wad, Di Yang, Shiping Huang
2007SIGMODAutoDomainMine: a graphical data mining system for process optimization.Aparna S. Varde, Elke A. Rundensteiner, Richard D. Sisson Jr.
2006AAAIIntegrating Clustering and Classification for Estimating Process Variables in Materials Science.Aparna S. Varde, Elke A. Rundensteiner, Carolina Ruiz, David C. Brown, Mohammed Maniruzzaman, Richard D. Sisson Jr.
2006CIKMDesigning semantics-preserving cluster representatives for scientific input conditions.Aparna S. Varde, Elke A. Rundensteiner, Carolina Ruiz, David C. Brown, Mohammed Maniruzzaman, Richard D. Sisson Jr.
2006CIKMHUX: a schemacentric approach for updating XML views.Ling Wang, Elke A. Rundensteiner, Murali Mani, Ming Jiang
2006EDBTSCUBA: Scalable Cluster-Based Algorithm for Evaluating Continuous Spatio-temporal Queries on Moving Objects.Rimma V. Nehme, Elke A. Rundensteiner
2006ICDCITMining Images of Material Nanostructure Data.Aparna S. Varde, Jianyu Liang, Elke A. Rundensteiner, Richard D. Sisson Jr.
2006ICDEIncremental Maintenance of Materialized XQuery Views.Maged El-Sayed, Elke A. Rundensteiner, Murali Mani
2006ICDEU-Filter: A Lightweight XML View Update Checker.Ling Wang, Elke A. Rundensteiner, Murali Mani
2006ICDEProcessing Recursive XQuery over XML Streams: The Raindrop Approach.Mingzhu Wei, Ming Li, Elke A. Rundensteiner, Murali Mani
2006SIGMODRun-time operator state spilling for memory intensive long-running queries.Bin Liu, Yali Zhu, Elke A. Rundensteiner
2006VLDBState-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries.Song Wang, Elke A. Rundensteiner, Samrat Ganguly, Sudeept Bhatnagar
2006VLDBHUX: Handling Updates in XML.Ling Wang, Elke A. Rundensteiner, Murali Mani, Ming Jiang
2006VLDBR-SOX: Runtime Semantic Query Optimization over XML Streams.Song Wang, Hong Su, Ming Li, Mingzhu Wei, Shoushen Yang, Drew Ditto, Elke A. Rundensteiner, Murali Mani
2006VDAEnhancing scatterplot matrices for data with ordering or spatial attributes.Qingguang Cui, Matthew O. Ward, Elke A. Rundensteiner
2005CIKMD-CAPE: distributed and self-tuned continuous query processing.Timothy M. Sutherland, Bin Liu, Mariana Jbantova, Elke A. Rundensteiner
2005ICDEGPIVOT: Efficient Incremental Maintenance of Complex ROLAP Views.Songting Chen, Elke A. Rundensteiner
2005ICDECost-Driven General Join View Maintenance over Distributed Data Sources.Bin Liu, Elke A. Rundensteiner
2005ICDEVAMANA - A Scalable Cost-Driven XPath Engine.Venkatesh Raghavan, Kurt W. Deschler, Elke A. Rundensteiner
2005ICDEOptimization of Nested XQuery Expressions with Orderby Clauses.Song Wang, Elke A. Rundensteiner, Murali Mani
2005IDEASIncremental Fusion of XML Fragments Through Semantic Identifiers.Maged El-Sayed, Elke A. Rundensteiner, Murali Mani
2005IDEASA Hierarchy Navigation Framework: Supporting Scalable Interactive Exploration over Large Databases.Nishant K. Mehta, Elke A. Rundensteiner, Matthew O. Ward
2005IDEASAn Adaptive Multi-Objective Scheduling Selection Framework for Continuous Query Processing.Timothy M. Sutherland, Yali Zhu, Luping Ding, Elke A. Rundensteiner
2005IDEASOrder-Sensitive XML Query Processing over Relational Sources: An Algebraic Approach.Ling Wang, Song Wang, Brian Murphy, Elke A. Rundensteiner
2005KDDLearning semantics-preserving distance metrics for clustering graphical data.Aparna S. Varde, Elke A. Rundensteiner, Carolina Ruiz, Mohammed Maniruzzaman, Richard D. Sisson Jr.
2005WWWXQuery containment in presence of variable binding dependencies.Li Chen, Elke A. Rundensteiner
2005VLDBRevisiting Pipelined Parallelism in Multi-Join Query Processing.Bin Liu, Elke A. Rundensteiner
2005VLDBA Dynamically Adaptive Distributed System for Processing Complex Continuous Queries.Bin Liu, Yali Zhu, Mariana Jbantova, Bradley Momberger, Elke A. Rundensteiner
2005VLDBSemantic Query Optimization for XQuery over XML Streams.Hong Su, Elke A. Rundensteiner, Murali Mani
2004CIKMEvaluating window joins over punctuated streams.Luping Ding, Elke A. Rundensteiner
2004CIKMRestructuring batch view maintenance efficiently.Bin Liu, Elke A. Rundensteiner, David Finkel
2004CoopISHeuristic Strategies for Inclusion Dependency Discovery.Andreas Koeller, Elke A. Rundensteiner
2004EDBTJoining Punctuated Streams.Luping Ding, Nishant K. Mehta, Elke A. Rundensteiner, George T. Heineman
2004EROn the Updatability of XML Views Published over Relational Data.Ling Wang, Elke A. Rundensteiner
2004ICDEDetection and Correction of Conflicting Source Updates for View Maintenance.Songting Chen, Jun Chen, Xin Zhang, Elke A. Rundensteiner
2004SIGMODDynamic Plan Migration for Continuous Queries Over Data Streams.Yali Zhu, Elke A. Rundensteiner, George T. Heineman
2004VLDBCAPE: Continuous Query Engine with Heterogeneous-Grained Adaptivity.Elke A. Rundensteiner, Luping Ding, Timothy M. Sutherland, Yali Zhu, Bradford Pielech, Nishant K. Mehta
2004VLDBSemantic Query Optimization in an Automata-Algebra Combined XQuery Engine over XML Streams.Hong Su, Elke A. Rundensteiner, Murali Mani
2003CIKMMASS: a multi-axis storage structure for large XML documents.Kurt W. Deschler, Elke A. Rundensteiner
2003CIKMRaindrop: a uniform and layered algebraic framework for XQueries on XML streams.Hong Su, Jinhui Jian, Elke A. Rundensteiner
2003DASFAAGangam: A Transformation Modeling Framework.Kajal T. Claypool, Elke A. Rundensteiner
2003DASFAAPrefetching for Visual Data Exploratio.Punit R. Doshi, Elke A. Rundensteiner, Matthew O. Ward
2003EROrder-Sensitive View Maintenance of Materialized XQuery Views.Katica Dimitrova, Maged El-Sayed, Elke A. Rundensteiner
2003ERAutomaton Meets Query Algebra: Towards a Unified Model for XQuery Evaluation over XML Data Streams.Jinhui Jian, Hong Su, Elke A. Rundensteiner
2003ICDEDiscovery of High-Dimensional.Andreas Koeller, Elke A. Rundensteiner
2003SIGMODRainbow: Multi-XQuery Optimization Using Materialized XML Views.Xin Zhang, Katica Dimitrova, Ling Wang, Maged El-Sayed, Brian Murphy, Bradford Pielech, Mukesh Mulchandani, Luping Ding, Elke A. Rundensteiner
2003SSDBMA Strategy Selection Framework for Adaptive Prefetching in Data Visualization.Punit R. Doshi, Geraldine E. Rosario, Elke A. Rundensteiner, Matthew O. Ward
2002CIKMBatch data warehouse maintenance in dynamic environments.Bin Liu, Songting Chen, Elke A. Rundensteiner
2002DaWaKA Transactional Approach to Parallel Data Warehouse Maintenance.Bin Liu, Songting Chen, Elke A. Rundensteiner
2002DEXAMEDWRAP: Consistent View Maintenance over Distributed Multi-relation Sources.Aparna S. Varde, Elke A. Rundensteiner
2002EDBTIncremental Maintenance of Schema-Restructuring Views.Andreas Koeller, Elke A. Rundensteiner
2002ERA Transactional Model for Data Warehouse Maintenance.Jun Chen, Songting Chen, Elke A. Rundensteiner
2002ERA Lightweight XML Constraint Check and Update Framework.Hong Su, Bintou Kane, Victor Chen, Cuong Diep, De Ming Guan, Jennifer Look, Elke A. Rundensteiner
2002SIGMODXCache: a semantic caching system for XML queries.Li Chen, Elke A. Rundensteiner, Song Wang
2002SIGMODXmdvTool: visual interactive data exploration and trend discovery of high-dimensional data sets.Elke A. Rundensteiner, Matthew O. Ward, Jing Yang, Punit R. Doshi
2002SIGMODRainbow: mapping-driven XQuery processing system.Xin Zhang, Mukesh Mulchandani, Steffen Christ, Brian Murphy, Elke A. Rundensteiner
2001DaWaKPVM: Parallel View Maintenance under Concurrent Data Updates of Distributed Sources.Xin Zhang, Lingli Ding, Elke A. Rundensteiner
2001DOLAPBKurt W. Deschler, Elke A. Rundensteiner
2001SIGMODDyDa: Data Warehouse Maintenance in Fully Concurrent Environments.Jun Chen, Xin Zhang, Songting Chen, Andreas Koeller, Elke A. Rundensteiner
2001SIGMODGangam - A Solution to Support Multiple Data Models, their Mappings and Maintenance.Kajal T. Claypool, Elke A. Rundensteiner, Xin Zhang, Hong Su, Harumi A. Kuno, Wang-Chien Lee, Gail Mitchell
2000DaWaKScalable Maintenance of Multiple Interrelated Data Warehousing Systems.Lingli Ding, Xin Zhang, Elke A. Rundensteiner
2000DaWaKHistory-Driven View Synchronization.Andreas Koeller, Elke A. Rundensteiner
2000DaWaKDyDa: Dynamic Data Warehouse Maintenance in a Fully Concurrent Environment.Xin Zhang, Elke A. Rundensteiner
2000DEXAScalable Visual Hierarchy Exploration.Ionel D. Stroe, Elke A. Rundensteiner, Matthew O. Ward
2000ERROVER: A Framework for the Evolution of Relationships.Kajal T. Claypool, Elke A. Rundensteiner, George T. Heineman
2000SIGMODSERFing the Web: Web Site Management Made Easy.Elke A. Rundensteiner, Kajal T. Claypool, Li Chen, Hong Su, Keiji Oenoki
1999DOLAPThe MRE Wrapper Approach: Enabling Incremental View Maintenance of Data Warehouses Defined on Multi-Relation Information Sources.Lingli Ding, Xin Zhang, Elke A. Rundensteiner
1999ICDEData Warehouse Evolution: Trade-Offs between Quality and Cost of Query Rewritings.Amy J. Lee, Andreas Koeller, Anisoara Nica, Elke A. Rundensteiner
1999ICDEData Warehouse Maintenance under Concurrent Schema and Data Updates.Xin Zhang, Elke A. Rundensteiner
1999IDEASView Maintenance after View Synchronization.Anisoara Nica, Elke A. Rundensteiner
1999IDEASThe SDCC Framework for Integrating Existing Algorithms for Diverse Data Warehouse Maintenance Tasks.Xin Zhang, Elke A. Rundensteiner
1999SIGMODSERF: ODMG-Based Generic Re-structuring Facility.Elke A. Rundensteiner, Kajal T. Claypool, Ming Li, Li Chen, Xin Zhang, Chandrakant Natarajan, Jing Jin, Stacia De Lima, S. Weiner
1999SIGMODEvolvable View Environment (EVE): Non-Equivalent View Maintenance under Schema Changes.Elke A. Rundensteiner, Andreas Koeller, Xin Zhang, Amber van Wyk, Yong Li, Amy J. Lee, Anisoara Nica
1998AVIComparing MMVIS to a timeline for temporal trend analysis of video data.Stacie Hibino, Elke A. Rundensteiner
1998CIKMSERF: Schema Evalution through an Extensible, Re-usable and Flexible Framework.Kajal T. Claypool, Jing Jin, Elke A. Rundensteiner
1998DEXASVIQUEL: A Spatial Visual Query and Exploration Language.Sudhir Kaushik, Elke A. Rundensteiner
1998DOLAPIntegrating the Rewriting and Ranking Phases of View Synchronization.Andreas Koeller, Elke A. Rundensteiner, Nabil I. Hachem
1998EDBTThe CVS Algorithm for View Synchronization in Evolvable Large-Scale Information Systems.Anisoara Nica, Amy J. Lee, Elke A. Rundensteiner
1998ICDEProcessing Incremental Multidimensional Range Queries in a Direct Manipulation Visual Query.Stacie Hibino, Elke A. Rundensteiner
1998SMCData warehouse evolution: consistent meta data management.Amy J. Lee, Elke A. Rundensteiner
1998RTASRate-Monotonic Scheduling in the Presence of Timing Unpredictability.Lei Zhou, Kang G. Shin, Elke A. Rundensteiner
1998SSDBMFED - A Framework for Iterative Data Selection in Exploratory Visualization.Richard J. Resnick, Matthew O. Ward, Elke A. Rundensteiner
1997CIKMView Materialization Techniques for Complex Hierarchical Objects.Matthew C. Jones, Elke A. Rundensteiner
1997CoopISDIIM: A Foundation for Translating Loosely-Specified Queries into Executable Plans in Large-Scale Information Systems.Anisoara Nica, Elke A. Rundensteiner
1997ICDEIntegrated Query Processing Strategies for Spatial Path Queries.Yun-Wu Huang, Ning Jing, Elke A. Rundensteiner
1997VLDBSpatial Joins Using R-trees: Breadth-First Traversal with Global Optimizations.Yun-Wu Huang, Ning Jing, Elke A. Rundensteiner
1997SSDBMA Cost Model for Estimating the Performance of Spatial Joins Using R-trees.Yun-Wu Huang, Ning Jing, Elke A. Rundensteiner
1996CHIMMVIS: A Multimedia Visual Information Seeking Environment for Video Analysis.Stacie Hibino, Elke A. Rundensteiner
1996CIKMEffective Graph Clustering for Path Queries in Digital Map Databases.Yun-Wu Huang, Ning Jing, Elke A. Rundensteiner
1996CIKMHierarchical Optimization of Optimal Path Finding for Transportation Applications.Ning Jing, Yun-Wu Huang, Elke A. Rundensteiner
1996ICDEUsing Object-Oriented Principles to Optimize Update Propagation to Materialized Views.Harumi A. Kuno, Elke A. Rundensteiner
1996SIGMODThe MultiView Project: Object-Oriented View Technology and Applications.Elke A. Rundensteiner, Harumi A. Kuno, Young-Gook Ra, Viviane Crestana-Taube, Matthew C. Jones, Pedro Jos Marrn
1995CIKMTowards Supporting Hard Schema Changes in TSE.Young-Gook Ra, Elke A. Rundensteiner
1995DASFAAOODB Support for Real-Time Open-Architecture Controllers.Lei Zhou, Elke A. Rundensteiner, Kang G. Shin
1995ICDEA Transparent Object-Oriented Schema Change Approach Using View Evolution.Young-Gook Ra, Elke A. Rundensteiner
1994CIKMA Classification Algorithm for Supporting Object-Oriented Views.Elke A. Rundensteiner
1994SSDBMA Design Methodology for Databases with Uncertain Data.Nauman A. Chaudhry, James R. Moyne, Elke A. Rundensteiner
1994SSDBMPhysical Map Assembler: An Active Object-Oriented Database for Human Genome Applications.Amy J. Lee, Elke A. Rundensteiner, Spencer Thomas
1993CIKMAn Information Model for Human Genome Map Representation and Assembly.Amy J. Lee, Elke A. Rundensteiner, Spencer Thomas, Stphane Lafortune
1993CIKMTools for View Generation in Object-Oriented Databases.Elke A. Rundensteiner
1993ICCADDesign tool integration using object-oriented database views.Elke A. Rundensteiner
1992DACFunctional Synthesis Using Area and Delay Optimization.Elke A. Rundensteiner, Daniel Gajski
1992VLDBMultiview: A Methodology for Supporting Multiple Views in Object-Oriented Databases.Elke A. Rundensteiner
1991DASFAARestricting Is-A Related Groupings Using Object Equivalence.Elke A. Rundensteiner, Lubomir Bic, Jonathan P. Gilbert, Meng-Lai Yin
1991ICDEA Semantic Integrity Framework: Set Restrictions for Semantic Groupings.Elke A. Rundensteiner, Lubomir Bic, Jonathan P. Gilbert, Meng-Lai Yin
1990EDBTSet Operations in a Data Model Supporting Complex Objects.Elke A. Rundensteiner, Lubomir Bic
1990ICCADThe Component Sythesis Algorithm: Technology Mapping for Register Transfer Descriptions.Elke A. Rundensteiner, Daniel Gajski, Lubomir Bic
1989VLDBAggregates in Possibilistic Databases.Elke A. Rundensteiner, Lubomir Bic
1988DSThe Role of AI in Databases versus the Role of Database Theory in AI: An Opinion.Elke A. Rundensteiner