K. Selçuk Candan

Orcid: 0000-0003-4977-6646

Affiliations:
  • Arizona State University, Tempe, Arizona, USA


According to our database1, K. Selçuk Candan authored at least 268 papers between 1996 and 2023.

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Bibliography

2023
Tensor-Train Decomposition in the Presence of Interval-Valued Data.
IEEE Trans. Knowl. Data Eng., April, 2023

A critical review of cyber-physical security for building automation systems.
Annu. Rev. Control., January, 2023

Causal Disentanglement for Implicit Recommendations with Network Information.
ACM Trans. Knowl. Discov. Data, 2023

PACMMOD V1 N2 Editorial.
Proc. ACM Manag. Data, 2023

PACMMOD V1 N1 Editorial - Welcome to PACMMOD.
Proc. ACM Manag. Data, 2023

Eigen-Entropy: A metric for multivariate sampling decisions.
Inf. Sci., 2023

UPREVE: An End-to-End Causal Discovery Benchmarking System.
CoRR, 2023

DeepMapping: The Case for Learned Data Mapping for Compression and Efficient Query Processing.
CoRR, 2023

CYDRES: CYber Defense and REsilient System for securing grid-interactive efficient buildings.
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

STREAMS: Towards Spatio-Temporal Causal Discovery with Reinforcement Learning for Streamflow Rate Prediction.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

CTT: Causally Informed Tensor Train Decomposition.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
SIRTEM: Spatially Informed Rapid Testing for Epidemic Modeling and Response to COVID-19.
ACM Trans. Spatial Algorithms Syst., 2022

Evaluation Methods and Measures for Causal Learning Algorithms.
IEEE Trans. Artif. Intell., 2022

ACM WSDM 2022 report.
SIGWEB Newsl., 2022

GTT: Leveraging data characteristics for guiding the tensor train decomposition.
Inf. Syst., 2022

Class-Specific Attention (CSA) for Time-Series Classification.
CoRR, 2022

Domain Generalization - A Causal Perspective.
CoRR, 2022

Causal Disentanglement with Network Information for Debiased Recommendations.
CoRR, 2022

Causal Disentanglement with Network Information for Debiased Recommendations.
Proceedings of the Similarity Search and Applications - 15th International Conference, 2022

Effects of Multi-Aspect Online Reviews with Unobserved Confounders: Estimation and Implication.
Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

STCD: A Spatio-Temporal Causal Discovery Framework for Hydrological Systems.
Proceedings of the IEEE International Conference on Big Data, 2022

Causal Discovery for Feature Selection in Physical Process-Based Hydrological Systems.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Matrix Factorization with Interval-Valued Data.
IEEE Trans. Knowl. Data Eng., 2021

DataStorm: Coupled, Continuous Simulations for Complex Urban Environments.
Trans. Data Sci., 2021

Report on the 12th conference and labs of the evaluation forum (CLEF 2021): experimental IR meets multilinguality, multimodality, and interaction.
SIGIR Forum, 2021

Selego: robust variate selection for accurate time series forecasting.
Data Min. Knowl. Discov., 2021

Dynamic bayesian network-based fault diagnosis for ASHRAE guideline 36: high performance sequence of operation for HVAC systems.
Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

W2FM: The Doubly-Warped Factorization Machine.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

XM2A: Multi-Scale Multi-Head Attention with Cross-Talk for Multi-Variate Time Series Analysis.
Proceedings of the 4th IEEE International Conference on Multimedia Information Processing and Retrieval, 2021

CauseBox: A Causal Inference Toolbox for BenchmarkingTreatment Effect Estimators with Machine Learning Methods.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Editorial for the ICMR 2019 special issue.
Int. J. Multim. Inf. Retr., 2020

M2NN: Rare Event Inference through Multi-variate Multi-scale Attention.
Proceedings of the IEEE International Conference on Smart Data Services, 2020

Noise Adaptive Tensor Train Decomposition for Low-Rank Embedding of Noisy Data.
Proceedings of the Similarity Search and Applications - 13th International Conference, 2020

GTT: Guiding the Tensor Train Decomposition.
Proceedings of the Similarity Search and Applications - 13th International Conference, 2020

Representation Learning for Imbalanced Cross-Domain Classification.
Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

Practical Security for Cooperative Ad Hoc Systems.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

iSparse: Output Informed Sparsification of Neural Network.
Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

IGNITE: A Minimax Game Toward Learning Individual Treatment Effects from Networked Observational Data.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

SDMA: Saliency-Driven Mutual Cross Attention for Multi-Variate Time Series.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

SAN : Scale-Space Attention Networks.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Pando: Efficient Byzantine-Tolerant Distributed Sensor Fusion using Forest Ensembles.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Tracking Disaster Footprints with Social Streaming Data.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Crowd Sourced Semantic Enrichment (CroSSE) for knowledge driven querying of digital resources.
J. Intell. Inf. Syst., 2019

Generalized Ordinal Learning Framework (GOLF) for Decision Making with Future Simulated Data.
Asia Pac. J. Oper. Res., 2019

Subspace Communication Driven Search for High Dimensional Optimization.
Proceedings of the 2019 Winter Simulation Conference, 2019

RACKNet: Robust Allocation of Convolutional Kernels in Neural Networks for Image Classification.
Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019

CA-Smooth: Content Adaptive Smoothing of Time Series Leveraging Locally Salient Temporal Features.
Proceedings of the 11th International Conference on Management of Digital EcoSystems, 2019

Complicacy-Guided Parameter Space Sampling for Knowledge Discovery with Limited Simulation Budgets.
Proceedings of the 2019 IEEE International Conference on Big Knowledge, 2019

Velocity: Scalability Improvements in Block Propagation Through Rateless Erasure Coding.
Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2019

A Practical Data Repository for Causal Learning with Big Data.
Proceedings of the Benchmarking, Measuring, and Optimizing, 2019

2018
Multimedia Data Querying.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Robust Multi-Variate Temporal Features of Multi-Variate Time Series.
ACM Trans. Multim. Comput. Commun. Appl., 2018

DataStorm-FE: A Data- and Decision-Flow and Coordination Engine for Coupled Simulation Ensembles.
Proc. VLDB Endow., 2018

Adversarially-Resistant On-Demand Topic Channels for Wireless Sensor Networks.
Proceedings of the 37th IEEE Symposium on Reliable Distributed Systems, 2018

M2TD: Multi-Task Tensor Decomposition for Sparse Ensemble Simulations.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Contextually-Enriched Querying of Integrated Data Sources.
Proceedings of the 34th IEEE International Conference on Data Engineering Workshops, 2018

Lightweight Authentication for Fault-Tolerant Topic-Channels in Ad Hoc Distributed Systems.
Proceedings of the Poster Proceedings of the 27th International Symposium on High-Performance Parallel and Distributed Computing, 2018

PSLSH: An Index Structure for Efficient Execution of Set Queries in High-Dimensional Spaces.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

IMS-DTM: Incremental Multi-Scale Dynamic Topic Models.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Guest Editorial: Big Scholar Data Discovery and Collaboration.
IEEE Trans. Big Data, 2017

nTD: Noise-Profile Adaptive Tensor Decomposition.
Proceedings of the 26th International Conference on World Wide Web, 2017

Personalized PageRank in Uncertain Graphs with Mutually Exclusive Edges.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

SIMDMS: Data Management and Analysis to Support Decision Making through Large Simulation Ensembles.
Proceedings of the 20th International Conference on Extending Database Technology, 2017

Context-Aware Proactive Personalization of Linear Audio Content.
Proceedings of the 20th International Conference on Extending Database Technology, 2017

2016
EIC Editorial.
IEEE Trans. Knowl. Data Eng., 2016

Guest Editorial: Special Issue on Big Scholar Data Discovery and Collaboration (Continued).
IEEE Trans. Big Data, 2016

Reducing seed noise in personalized PageRank.
Soc. Netw. Anal. Min., 2016

Locality-sensitive and Re-use Promoting Personalized PageRank computations.
Knowl. Inf. Syst., 2016

Decomposition-by-normalization (DBN): leveraging approximate functional dependencies for efficient CP and tucker decompositions.
Data Min. Knowl. Discov., 2016

CrowdSourced semantic enrichment for participatory e-Government.
Proceedings of the 8th International Conference on Management of Digital EcoSystems, 2016

2PCP: Two-phase CP decomposition for billion-scale dense tensors.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

PageRank Revisited: On the Relationship between Node Degrees and Node Significances in Different Applications.
Proceedings of the Workshops of the EDBT/ICDT 2016 Joint Conference, 2016

BICP: Block-Incremental CP Decomposition with Update Sensitive Refinement.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Efficient Processing of Skyline-Join Queries over Multiple Data Sources.
ACM Trans. Database Syst., 2015

Compressed Spatial Hierarchical Bitmap (cSHB) Indexes for Efficiently Processing Spatial Range Query Workloads.
Proc. VLDB Endow., 2015

Cloud Engineering [Guest editors' introduction].
IEEE Cloud Comput., 2015

MUVIR: Multi-View Rare Category Detection.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Audio assisted group detection using smartphones.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

KSGM: Keynode-driven Scalable Graph Matching.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

NOTES2: Networks-of-Traces for Epidemic Spread Simulations.
Proceedings of the Computational Sustainability, 2015

2014
Guest Editorial Special Section on Socio-Mobile Media Analysis and Retrieval.
IEEE Trans. Multim., 2014

Pushing-Down Tensor Decompositions over Unions to Promote Reuse of Materialized Decompositions.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

LWI-SVD: low-rank, windowed, incremental singular value decompositions on time-evolving data sets.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Leveraging metadata for identifying local, robust multi-variate temporal (RMT) features.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

HCS: Hierarchical Cut Selection for Efficiently Processing Queries on Data Columns using Hierarchical Bitmap Indices.
Proceedings of the 17th International Conference on Extending Database Technology, 2014

Focusing Decomposition Accuracy by Personalizing Tensor Decomposition (PTD).
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

TensorDB: In-Database Tensor Manipulation with Tensor-Relational Query Plans.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Efficient Static and Dynamic In-Database Tensor Decompositions on Chunk-Based Array Stores.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

GI-NMF: Group Incremental Non-Negative Matrix Factorization on Data Streams.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

"Can you really trust that seed?": Reducing the impact of seed noise in personalized PageRank.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013
Multiresolution Tensor Decompositions with Mode Hierarchies.
ACM Trans. Knowl. Discov. Data, 2013

SkySuite: A Framework of Skyline-Join Operators for Static and Stream Environments.
Proc. VLDB Endow., 2013

Layered processing of skyline-window-join (SWJ) queries using iteration-fabric.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Hive open research network platform.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

LR-PPR: locality-sensitive, re-use promoting, approximate personalized pagerank computation.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
PhC: Multiresolution Visualization and Exploration of Text Corpora with Parallel Hierarchical Coordinates.
ACM Trans. Intell. Syst. Technol., 2012

sDTW: Computing DTW Distances using Locally Relevant Constraints based on Salient Feature Alignments.
Proc. VLDB Endow., 2012

On context-aware co-clustering with metadata support.
J. Intell. Inf. Syst., 2012

SBV-Cut: Vertex-cut based graph partitioning using structural balance vertices.
Data Knowl. Eng., 2012

Narrative-based taxonomy distillation for effective indexing of text collections.
Data Knowl. Eng., 2012

R2DB: A System for Querying and Visualizing Weighted RDF Graphs.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Skyline-sensitive joins with LR-pruning.
Proceedings of the 15th International Conference on Extending Database Technology, 2012

Impact neighborhood indexing (INI) in diffusion graphs.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Decomposition-by-normalization (DBN): leveraging approximate functional dependencies for efficient tensor decomposition.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

STFMap: query- and feature-driven visualization of large time series data sets.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Navigating within news collections using tag-flakes.
J. Vis. Lang. Comput., 2011

SCENT: Scalable compressed monitoring of evolving multirelational social networks.
ACM Trans. Multim. Comput. Commun. Appl., 2011

RanKloud: Scalable Multimedia Data Processing in Server Clusters.
IEEE Multim., 2011

R<sup>2</sup>DF framework for ranked path queries over weighted RDF graphs.
Proceedings of the International Conference on Web Intelligence, Mining and Semantics, 2011

Job opportunities and career perspective for fresh graduates of the multimedia community.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Unraveling multi-dimensional data using pDView.
Proceedings of the EDBT 2011, 2011

RanKloud: a scalable ranked query processing framework on hadoop.
Proceedings of the EDBT 2011, 2011

Complex pattern ranking (CPR): evaluating top-k pattern queries over event streams.
Proceedings of the Fifth ACM International Conference on Distributed Event-Based Systems, 2011

High-performance composite event monitoring system supporting large numbers of queries and sources.
Proceedings of the Fifth ACM International Conference on Distributed Event-Based Systems, 2011

Fast metadata-driven multiresolution tensor decomposition.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Approximate tensor decomposition within a tensor-relational algebraic framework.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Skynets: searching for minimum trees in graphs with incomparable edge weights.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Organization and Tagging of Blog and News Entries Based on Content Reuse.
J. Signal Process. Syst., 2010

Object and Combination Shedding Schemes for Adaptive Media Workflow Execution.
IEEE Trans. Knowl. Data Eng., 2010

Context-informed Knowledge Extraction from Document Collections to Support User Navigation.
J. Multim. Process. Technol., 2010

How Does the Data Sampling Strategy Impact the Discovery of Information Diffusion in Social Media?
Proceedings of the Fourth International Conference on Weblogs and Social Media, 2010

Feedback-driven result ranking and query refinement for exploring semi-structured data collections.
Proceedings of the EDBT 2010, 2010

Reducing metadata complexity for faster table summarization.
Proceedings of the EDBT 2010, 2010

Relevant shape contour snippet extraction with metadata supported hidden Markov models.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

ANITA: a narrative interpretation of taxonomies for their adaptation to text collections.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
Multimedia Data Querying.
Proceedings of the Encyclopedia of Database Systems, 2009

Introduction to the special section for the best papers of ACM multimedia 2008.
ACM Trans. Multim. Comput. Commun. Appl., 2009

SEA: Segment-enrich-annotate paradigm for adapting dialog-based content for improved accessibility.
ACM Trans. Inf. Syst., 2009

Topic development pattern analysis-based adaptation of information spaces.
New Rev. Hypermedia Multim., 2009

Efficient overlap and content reuse detection in blogs and online news articles.
Proceedings of the 18th International Conference on World Wide Web, 2009

Skip-and-prune: cosine-based top-k query processing for efficient context-sensitive document retrieval.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

PICC Counting: Who Needs Joins When You Can Propagate Efficiently?.
Proceedings of the SIAM International Conference on Data Mining, 2009

ACM 2009 workshop on ambient media computing (AMC'09) overview.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

CoSeNa: a context-based search and navigation system.
Proceedings of the MEDES '09: International ACM Conference on Management of Emergent Digital EcoSystems, 2009

Information-Gradient Based Decentralized Data Management over RFID Tag Clouds.
Proceedings of the MDM 2009, 2009

Enabling accessible interfaces to digital library content.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Frontiers in Information and Software as Services.
Proceedings of the 25th International Conference on Data Engineering, 2009

AURA: Enabling Attribute-Based Spatial Search in RFID Rich Environments.
Proceedings of the 25th International Conference on Data Engineering, 2009

AlphaSum: size-constrained table summarization using value lattices.
Proceedings of the EDBT 2009, 2009

Exploring path query results through relevance feedback.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Large-Scale ASP Replication of Database-Driven Portals.
Proceedings of the Database Technologies: Concepts, 2009

2008
Multimedia Information Systems.
Proceedings of the Encyclopedia of Multimedia, 2nd Ed., 2008

Streaming Multimedia Information Processing.
Proceedings of the Encyclopedia of Multimedia, 2nd Ed., 2008

System support for exploration and expert feedback in resolving conflicts during integration of metadata.
VLDB J., 2008

Scalable Filtering of Multiple Generalized-Tree-Pattern Queries over XML Streams.
IEEE Trans. Knowl. Data Eng., 2008

ACM/Springer Mobile Networks and Applications (MONET).
Mob. Networks Appl., 2008

Distributed XML processing: Theory and applications.
J. Parallel Distributed Comput., 2008

UQBE: uncertain query by example for web service mashup.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Supporting OLAP operations over imperfectly integrated taxonomies.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Structure- and Extension-Informed Taxonomy Alignment.
Proceedings of the 4th International VLDB Workshop on Ontology-based Techniques for DataBases in Information Systems and Knowledge Systems, 2008

Connecting artists and scientists in multimedia research.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

GPEB: Power-efficient geographic broadcasting in sensor networks.
Proceedings of the IEEE 5th International Conference on Mobile Adhoc and Sensor Systems, 2008

Using <i>tagflake</i> for condensing navigable tag hierarchies from tag clouds.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

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

Propagation-vectors for trees (PVT): concise yet effective summaries for hierarchical data and trees.
Proceedings of the Proceeding of the 2008 ACM Workshop on Large-Scale Distributed Systems for Information Retrieval, 2008

Creating tag hierarchies for effective navigation in social media.
Proceedings of the Proceeding of the 2008 ACM Workshop on Search in Social Media, 2008

Table summarization with the help of domain lattices.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Extracting Relevant Snippets for Web Navigation.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Large-Scale ASP Replication of Database-Driven Portals.
Proceedings of the Encyclopedia of Portal Technologies and Applications (2 Volumes), 2007

Optimization of media processing workflows with adaptive operator behaviors.
Multim. Tools Appl., 2007

Virtual Active Network for Live Streaming Media Delivery.
J. Interconnect. Networks, 2007

Improving User Response Times in Application Delivery Networks through Reduction of Network and Server Latencies.
J. Interconnect. Networks, 2007

Enabling access-privacy for random walk based data analysis applications.
Data Knowl. Eng., 2007

Demand-scalable geographic multicasting in wireless sensor networks.
Comput. Commun., 2007

Power-aware single- and multipath geographic routing in sensor networks.
Ad Hoc Networks, 2007

Extracting Relevant Snippets fromWeb Documents through Language Model based Text Segmentation.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Sum-Max Monotonic Ranked Joins for Evaluating Top-K Twig Queries on Weighted Data Graphs.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Mashup Feeds: : continuous queries over web services.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Integrating and querying taxonomies with quest in the presence of conflicts.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

FICSR: <i>f</i>eedback-based <i>i</i>n<i>c</i>on<i>s</i>istency <i>r</i>esolution and query processing on misaligned data sources.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

CDIP: Collection-Driven, yet Individuality-Preserving Automated Blog Tagging.
Proceedings of the First IEEE International Conference on Semantic Computing (ICSC 2007), 2007

Predictive Early Object Shedding in Media Processing Workflows.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Data-quality Guided Load Shedding for Expensive In-Network Data Processing.
Proceedings of the 23rd International Conference on Data Engineering, 2007

PASS Middleware for Distributed and Autonomous XML Message Processing.
Proceedings of the 23rd International Conference on Data Engineering, 2007

2006
Introduction to special issue on the use of context in multimedia information systems.
ACM Trans. Multim. Comput. Commun. Appl., 2006

Discovering mappings in hierarchical data from multiple sources using the inherent structure.
Knowl. Inf. Syst., 2006

Maintaining XPath Views In Loosely Coupled Systems.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Safety Guarantee of Continuous Join Queries over Punctuated Data Streams.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Twig<sup>2</sup>Stack: Bottom-up Processing of Generalized-Tree-Pattern Queries over XML Documents.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

AFilter: Adaptable XML Filtering with Prefix-Caching and Suffix-Clustering.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

DANS: decentralized, autonomous, and networkwide service delivery and multimedia workflow processing.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

FMware: Middleware for Efficient Filtering and Matching of XML Messages with Local Data.
Proceedings of the Middleware 2006, 2006

Leveraging Structural Knowledge for Hierarchically-Informed Keyword Weight Propagation in the Web.
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2006

Modeling Adaptive Media Processing Workflows.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Access-Private Outsourcing of Markov Chain and RandomWalk based Data Analysis Applications.
Proceedings of the 22nd International Conference on Data Engineering Workshops, 2006

GMP: Distributed Geographic Multicast Routing in Wireless Sensor Networks.
Proceedings of the 26th IEEE International Conference on Distributed Computing Systems (ICDCS 2006), 2006

CUTS: <i>CU</i>rvature-based development pattern analysis and segmentation for blogs and other <i>T</i>ext <i>S</i>treams.
Proceedings of the HYPERTEXT 2006, 2006

QUEST: QUery-driven Exploration of Semistructured Data with ConflicTs and Partial Knowledge.
Proceedings of the First Int'l VLDB Workshop on Clean Databases, 2006

Modular Design of Media Retrieval Workflows Using ARIA.
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

CP/CV: concept similarity mining without frequency information from domain describing taxonomies.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

Replicating Multi-quality Web Applications Using ACO and Bipartite Graphs.
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2006

2005
Similarity-Based Retrieval of Temporal Specifications and its Application to the Retrieval of Multimedia Documents.
Multim. Tools Appl., 2005

Hiding Tree Structured Data and Queries from Untrusted Data Stores.
Inf. Secur. J. A Glob. Perspect., 2005

Topic segmentation of message hierarchies for indexing and navigation support.
Proceedings of the 14th international conference on World Wide Web, 2005

Incremental Maintenance of Path Expression Views.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

On Overlay Schemes to Support Point-in-Range Queries for Scalable Grid Resource Discovery.
Proceedings of the Fifth IEEE International Conference on Peer-to-Peer Computing (P2P 2005), 31 August, 2005

Media processing workflow design and execution with ARIA.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

WreC: A Scalable Middleware Architecture to Enable XML Caching for Web-Services.
Proceedings of the Middleware 2005, ACM/IFIP/USENIX, 6th International Middleware Conference, Grenoble, France, November 28, 2005

Adaptive Multi-Sensor, Multi-Actuator Media Workflow System for Interactive Arts.
Proceedings of the 21st International Conference on Data Engineering Workshops, 2005

Load and Network Aware Query Routing for Information Integration.
Proceedings of the 21st International Conference on Data Engineering, 2005

DHT overlay schemes for scalable p-range resource discovery.
Proceedings of the 14th IEEE International Symposium on High Performance Distributed Computing, 2005

Confidence-driven early object elimination in quality-aware sensor workflows.
Proceedings of the 2nd Workshop on Data Management for Sensor Networks, 2005

2004
Effects of User Request Patterns on a Multimedia Delivery System.
Multim. Tools Appl., 2004

Multi-Criteria Query Optimization in the Presence of Result Size and Quality Tradeoffs.
Multim. Tools Appl., 2004

Multitiered Cache Management and Acceleration for Database-Driven Websites.
Concurr. Eng. Res. Appl., 2004

Acceleration and Monitoring of Data Center-Hosted Distributed Database-Driven Web Applications.
Concurr. Eng. Res. Appl., 2004

Challenges and practices in deploying web acceleration solutions for distributed enterprise systems.
Proceedings of the 13th international conference on World Wide Web, 2004

Hiding Traversal of Tree Structured Data from Untrusted Data Stores.
Proceedings of the Security In Information Systems, 2004

Secure and Privacy Preserving Outsourcing of Tree Structured Data.
Proceedings of the Secure Data Management, VLDB 2004 Workshop, 2004

ARIA: an adaptive and programmable media-flow architecture for interactive arts.
Proceedings of the 12th ACM International Conference on Multimedia, 2004

Efficient Stream Routing in Quality- and Resource-Adaptive Flow Architectures.
Proceedings of the MIS 2004, 2004

Server Replication in Interactive, Push-Based Data Delivery Networks.
Proceedings of the MIS 2004, 2004

GPER: Geographic Power Efficient Routing in Sensor Networks.
Proceedings of the 12th IEEE International Conference on Network Protocols (ICNP 2004), 2004

2003
Guest Editorial: Best Papers of the ACM Multimedia 2001 Workshop on Multimedia Information Retrieval.
Multim. Tools Appl., 2003

Corrigendum to: "Freshness-driven adaptive caching for dynamic content web sites" [Data & Knowledge Engineering 47 (2) (2003) 269-296].
Data Knowl. Eng., 2003

Freshness-driven adaptive caching for dynamic content Web sites.
Data Knowl. Eng., 2003

Engineering and hosting adaptive freshness-sensitive web applications on data centers.
Proceedings of the Twelfth International World Wide Web Conference, 2003

CachePortal II: Acceleration of Very Large Scale Data Center-Hosted Database-driven Web Applications.
Proceedings of 29th International Conference on Very Large Data Bases, 2003

Fairly Redistributing Failed Server Load in a Distributed System.
Proceedings of the On The Move to Meaningful Internet Systems 2003: OTM 2003 Workshops, 2003

Effects of User Patterns on a Multimedia Delivery System.
Proceedings of the MIS 2003, 9th International Workshop on Multimedia Information Systems, 2003

Hiding Data and Code Security for Application Hosting Infrastructure.
Proceedings of the Intelligence and Security Informatics, First NSF/NIJ Symposium, 2003

Freshness-driven Adaptive Caching for Dynamic Content.
Proceedings of the Eighth International Conference on Database Systems for Advanced Applications (DASFAA '03), 2003

2002
WebDB: A System for Querying Semi-structured Data on the Web.
J. Vis. Lang. Comput., 2002

Query Relaxation by Structure and Semantics for Retrieval of Logical Web Documents.
IEEE Trans. Knowl. Data Eng., 2002

Evaluations of architectural designs and implementation for database-driven web sites.
Data Knowl. Eng., 2002

Reasoning for Web document associations and its applications in site map construction.
Data Knowl. Eng., 2002

Issues and Evaluations of Caching Solutions for Web Application Acceleration.
Proceedings of 28th International Conference on Very Large Data Bases, 2002

View Invalidation for Dynamic Content Caching in Multitiered Architectures.
Proceedings of 28th International Conference on Very Large Data Bases, 2002

2001
Supporting efficient multimedia database exploration.
VLDB J., 2001

Resource Description Framework: Metadata and Its Applications.
SIGKDD Explor., 2001

On Similarity Measures for Multimedia Database Applications.
Knowl. Inf. Syst., 2001

Retrieving and organizing web pages by "information unit".
Proceedings of the Tenth International World Wide Web Conference, 2001

Web Acceleration for Electronic Commerce Applications.
Proceedings of the Poster Proceedings of the Tenth International World Wide Web Conference, 2001

Discovering Web Document Associations for Web Site Summarization.
Proceedings of the Poster Proceedings of the Tenth International World Wide Web Conference, 2001

Cache Portal: Technology for Accelerating Database-driven e-commerce Web Sites.
Proceedings of the VLDB 2001, 2001

Enabling Dynamic Content Caching for Database-Driven Web Sites.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

Query Optimization in the Presence of Top-k Predicates.
Proceedings of the MIS '01, 2001

Engineering High Performance Database-Driven E-commerce Web Sites through Dynamic Content Caching.
Proceedings of the Electronic Commerce and Web Technologies, 2001

2000
View Management in Multimedia Databases.
VLDB J., 2000

Similarity-based ranking and query processing in multimedia databases.
Data Knowl. Eng., 2000

Using <i>Random Walks</i> for Mining Web Document Associations.
Proceedings of the Knowledge Discovery and Data Mining, 2000

On Shortest Path Problems with "Non-Markovian" Link Contribution to Path Lengths.
Proceedings of the NETWORKING 2000, 2000

Similarity-based retrieval of temporal documents.
Proceedings of the ACM Multimedia 2000 Workshops, Los Angeles, CA, USA, October 30, 2000

1999
SEMCOG: A Hybrid Object-based Image and Video Database System and Its Modeling, Language, and Query Processing.
Theory Pract. Object Syst., 1999

Integrating content search with structure analysis for hypermedia retrieval and management.
ACM Comput. Surv., 1999

Least-Cost High-Quality Object Retrieval for Distributed Multimedia Collaborations.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

1998
Collaborative Multimedia Systems: Synthesis of Media Objects.
IEEE Trans. Knowl. Data Eng., 1998

Retrieval Schedules Based on Resource Availability and Flexible Presentation Specifications.
Multim. Syst., 1998

An Event-Based Model for Continous Media Data on Heterogeneous Disk Servers.
Multim. Syst., 1998

Collaborative multimedia documents: Authoring and presentation.
Int. J. Intell. Syst., 1998

Hierarchical Image Modeling for Object-Based Media Retrieval.
Data Knowl. Eng., 1998

Management and Rendering of Multimedia Views.
Proceedings of the Advances in Multimedia Information Systems, 4th International Workshop, 1998

SEMCOG: A Hybrid Object-based Image Database System and Its Modeling, Language, and Query Processing.
Proceedings of the Fourteenth International Conference on Data Engineering, 1998

WebDB: A Web Query System and Its Modeling, Language, and Implementation.
Proceedings of the IEEE Forum on Research and Technology Advances in Digital Libraries, 1998

1997
A Unified Treatment of Null Values Using Constraints.
Inf. Sci., 1997

A Hybrid Approach to Multimedia Database Systems through Integration of Semantics and Media-based Search.
Proceedings of the Worldwide Computing and Its Applications, International Conference, 1997

Facilitating Multimedia Database Exploration through Visual Interfaces and Perpetual Query Reformulations.
Proceedings of the VLDB'97, 1997

SEMCOG: An Object-based Image Retrieval System and Its Visual Query Interface.
Proceedings of the SIGMOD 1997, 1997

SEMCOG: an integration of SEMantics and COGnition-based approaches for image retrieval.
Proceedings of the 1997 ACM symposium on Applied Computing, 1997

Brokerage Architecture for Stock Photo Industry.
Proceedings of the 7th International Workshop on Research Issues in Data Engineering (RIDE '97) High Performance Database Management for Large-Scale Applications, 1997

IFQ: A Visual Query Interface and Query Generator for Object-Based Media Retrieval.
Proceedings of the International Conference on Multimedia Computing and Systems, 1997

IFQ: A Visual Query Interface for Object-based Image Retrieval.
Proceedings of the Human Factors in Computing Systems, 1997

1996
The Advanced Video Information System: Data Structures and Query Processing.
Multim. Syst., 1996

Query Caching and Optimization in Distributed Mediator Systems.
Proceedings of the 1996 ACM SIGMOD International Conference on Management of Data, 1996

CHIMP: A Framework for Supporting Distributed Multimedia Document Authoring and Presentation.
Proceedings of the Forth ACM International Conference on Multimedia '96, 1996

Towards a Theory of Collaborative Multimedia.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1996

Secure Mediated Databases.
Proceedings of the Twelfth International Conference on Data Engineering, February 26, 1996

Multimedia Athoring Systems.
Proceedings of the Multimedia Database System: Issues and Research Direction, 1996


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