Projects
Data Mining and Machine Learning
- WASH: Warfighter Analytics for Smartphone Healthcare
Data Integration
- MATTERS: Massachusetts Technology, Talent, and Economic Reporting System
Stream Query Processing and Related Projects
- CEA: Complex Event Analytics
- HIT: Hierarchical Instantiating Timed automaton
- Query Mesh: A Novel Paradigm for Query Processing
- Distributed Scalable Outliers in Big Data
- REK Project: Research Experience for K12
- RAINDROP: XQueries Over XML Streams (Automaton meets Algebra)
- CAPE: Continuous Adaptive Processing Engine
Annotations in relational databases
- PrefNotes: A Framework for Personalized Annotation Management in Relational Databases
- InsightNotes: Supporting Annotations Beyond Propagation In Relational Databases
Scalable Data Mining Technologies
- A Framework for Analyzing Text Data Streams in Social Microblogging Networks
- XMDV: Visual Exploration Support for Data Mining and Discovery
- Distributed Scalable Outliers in Big Data
- PARAS: A Parameter Space Framework for Online Association Mining
Visual Exploration Support for Data Mining and Discovery
- XMDV Project1: Scaling Visualization Tools to Large Data Sets
- XMDV Project2: Scaling Visualization Tools to High-Dimensional Data Sets "Order, Spacing, and Clustering in Visual Exploration of Large Scale Data" Supported by National Science Foundation Grant (IIS-0119276)
- XMDV Project3: Quality-Aware Visual Exploration Tools "Data, Transformation and Visual Display Quality; " Supported by National Science Foundation Grant (IIS-0414380)
XQuery Engine Projects
- Rainbow Project Overview: XQuery Processing
- RainbowCore: Efficient XQuery Query Processor Using Relational Database Technology
- RainbowII: Updating XML Views
- RainbowII: Maintaining Materialized XML Views
- RainbowII: Multiple XQuery Optimization using Materialized XML Views
- RainbowII: XOR for Storing XML to Relations
Scalable XML Indexing
- MASS: A Multi-Axis Storage Structure for Large XML Documents
- VAMANA: An Efficient XPath Engine Exploiting MASS Index
- RainbowII: XML Index for Efficient Path and Order-sensitive Query Processing
Information Integration under Dynamic Distributed Data Sources
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EVE:
Evolvable View Environment
Supported by National Science Foundation Grant (IIS-9988776) -
DyDa:
Data Warehouse Maintenance over Dynamic Distributed Data Sources
Supported by National Science Foundation Grant (IIS-9988776)
Information Integration over Heterogeneous Data Sources
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Incremental View Maintenance in Schema Restructuring Views
Supported by National Science Foundation Grant (IIS-9988776)
Information Integration By Discovery of Data Source Relationships
Model-Management Driven Integration of Heterogeneous Sources
-
SANGAM:
Model Mapping, Translation and Update Synchronization
Supported by National Science Foundation Grant (IIS-9796264)
Object-Oriented Database Systems: Schema Evolution and more
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OOSE:
Object Oriented Schema Evolution
Supported by National Science Foundation Grant (IIS-9796264) -
TOSE:
Transparent Object Schema Evolution
Supported by National Science Foundation Grant (IIS-9796264) -
SERF:
Schema Evolution using an Extensible, Re-usable and Flexible Framework
Supported by National Science Foundation Grant (IIS-9796264) -
CHOP:
Optimization of a Batch of Schema Evolution Operations
Supported by National Science Foundation Grant (IIS-9796264) -
TOSERF:
Transparent Schema Evolution with the SERF Framework
Supported by National Science Foundation Grant (IIS-9796264)
Spatial and Multimedia Query Processing
- Object-Oriented Map Database Systems for Route Computation
- STLT: Small Tree bulk inserted into Large Tree
XML Query Caching
- ACE-QE: An XML query caching system
- Ace-XQ II: An XQuery caching system
Xtra: Automating the Reconciliation of XML Documents of Different Structures
SAXE: Middleware Tool for Consistent XML Evolution via Update Query Rewriting
XML - Relational Database Projects
- XEAR: The XML To SQL Translation System
- An SQL-Wrapper for the WWW: How to send SQL-Queries to the DBLP Web site
MMVIS: Multimedia Visual Information Seeking
Project Opportunities
- MQP Projects by Prof. Mani and by Prof. Rundensteiner (2004)
- MQP Projects by Prof. Mani and by Prof. Rundensteiner (2005)
- Research Projects in DSRG Lab (2004).
- Research Projects in DSRG Lab (2005).
- MQP Projects - Rundensteiner (2006).
- MQP Projects - Mani (2006).
- Research Bytes (2006).
- DSRG Stream Systems Research (2006).
- MQP Projects - Rundensteiner (2007).