Scientific and Statistical Database Management

Inhaltsverzeichnis

• Invited Talks.
• Tradeoffs between Parallel Database Systems, Hadoop, and HadoopDB as Platforms for Petabyte-Scale Analysis.
• Emerging Trends and Converging Technologies in Data Intensive Scalable Computing.
• Query Processing.
• Deriving Spatio-temporal Query Results in Sensor Networks.
• Efficient and Adaptive Distributed Skyline Computation.
• On the Efficient Construction of Multislices from Recurrences.
• Optimizing Query Processing in Cache-Aware Wireless Sensor Networks.
• Approximate Query Answering and Result Refinement on XML Data.
• Efficient and Scalable Method for Processing Top-k Spatial Boolean Queries.
• Scientific Data Management and Analysis.
• A Framework for Moving Sensor Data Query and Retrieval of Dynamic Atmospheric Events.
• Client + Cloud: Evaluating Seamless Architectures for Visual Data Analytics in the Ocean Sciences.
• Scalable Clustering Algorithm for N-Body Simulations in a Shared-Nothing Cluster.
• Database Design for High-Resolution LIDAR Topography Data.
• PetaScope: An Open-Source Implementation of the OGC WCS Geo Service Standards Suite.
• Towards Archaeo-informatics: Scientific Data Management for Archaeobiology.
• Data Mining.
• DESSIN: Mining Dense Subgraph Patterns in a Single Graph.
• Discovery of Evolving Convoys.
• Finding Top-k Similar Pairs of Objects Annotated with Terms from an Ontology.
• Identifying the Most Influential User Preference from an Assorted Collection.
• MC-Tree: Improving Bayesian Anytime Classification.
• Non-intrusive Quality Analysis of Monitoring Data.
• Visual Decision Support for Ensemble Clustering.
• Indexes and Data Representation.
• An Indexing Scheme for Fast and Accurate Chemical Fingerprint Database Searching.
• BEMC: A Searchable, Compressed Representation for Large Seismic Wavefields.
• Dynamic Data Reorganization for Energy Savings in Disk Storage Systems.
• Organization of Data in Non-convex Spatial Domains.
• PrefIndex: An Efficient Supergraph Containment Search Technique.
• Supporting Web-Based Visual Exploration of Large-Scale Raster Geospatial Data Using Binned Min-Max Quadtree.
• Scientific Workflow and Provenance.
• Bridging Workflow and Data Provenance Using Strong Links.
• LIVE: A Lineage-Supported Versioned DBMS.
• Optimizing Resource Allocation for Scientific Workflows Using Advance Reservations.
• A Fault-Tolerance Architecture for Kepler-Based Distributed Scientific Workflows.
• Provenance Context Entity (PaCE): Scalable Provenance Tracking for Scientific RDF Data.
• Taverna, Reloaded.
• Similarity.
• Can Shared-Neighbor Distances Defeat the Curse of Dimensionality?.
• Optimizing All-Nearest-Neighbor Queries with Trigonometric Pruning.
• Prefix Tree Indexing for Similarity Search and Similarity Joins on Genomic Data.
• Similarity Estimation Using Bayes Ensembles.
• Subspace Similarity Search: Efficient k-NN Queries in Arbitrary Subspaces.
• Data Stream Processing.
• Continuous Skyline Monitoring over Distributed Data Streams.
• Propagation of Densities of Streaming Data within Query Graphs.
• Spatio-temporal Event Stream Processing in Multimedia Communication Systems.
• Stratified Reservoir Sampling over Heterogeneous Data Streams.
• Tree Induction over Perennial Objects.