• SINGA is a general distributed deep learning platform for training big deep learning models over large datasets. A variety of popular deep learning models are supported...
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  • epiC is an Elastic, Power-aware, data-Intensive Cloud platform. The objectives are to design and implement an efficient multi-tenancy cloud system for supporting high throughout low latency transactions and high performance reliable query processing...
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  • The GENIE and LAMP project aims to provide a systematic investigation into the use of semi-lazy learning for predictive analytics...
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  • a framework that interleaves record linkage with error correction, taking into consideration the reliability of data sources to lower the impact of erroneous values...
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  • CIIDAA is a large scale, Comprehensive IT Infrastructure for Data-intensive Applications and Analysis. We aim to harness the power of cloud computing to solve Big Data problems in the real world...
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  • CDAS is a Crowdsourcing Data Analytics System. The objectives are to design and implement an effective system to exploit the crowd intelligence for improving the performance of different data analytics jobs, such as web table integration, image tagging, sentiment analysis, etc...
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  • In this project, we adopt a semantic approach to relational keyword search. We find that the interpretation of user's search intention is important and requires knowledge about the semantics of objects and relationships in the database...
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  • we adopt a topology-based approach to analyze social networks for user recommendation and find influential users at a finer granularity over time...
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  • The general goal of our proposed project is the development of powerful general methodology for studying the intensional expressive power of query languages, especially those that support nested relations, aggregate functions, powerset or recursion operations....
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  • ReadPeer is a collaborative annotation system. It is highly adaptive to various forms of ebook contents, i.e., novel, academic journal, travel guide book, movie scripts, etc....
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  • A diagnostic data mining approach where the discovered knowledge is represented in the form of hypotheses to faciliate further analysis ...
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  • MemepiC is the in-memory version of epiC, an extensible and scalable system based on Actor Concurrent programming model, which has been designed for processing Big Data...
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  • Given today's ease of collecting data and the need for ad-hoc data querying to explore the data, various data analysis techniques are being developed to help data consumers gain a better understanding of their data. This project investigates ..
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  • There is growing adoption of database systems, beyond the traditional enterprise context, for managing and querying data. This project investigates an example-driven approach to help users ...
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