Dr Yang has a very solid and broad knowledge and experience in computer science, and in-depth expertise in machine learning, data mining and temporal data processing. His main research area is in the temporal data mining and unsupervised ensemble learning. In these topics, he has produced some internationally excellent research results including proposing and developing several innovation methods and algorithms. These works have been published in the international leading research journals or conferences such as IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Knowledge and Data Engineering, IEEE Transactions on Systems, Man, and Cybernetics- Part C, and Knowledge-Based Systems. His research results have attracted a lot of attentions from the machine learning research community and made the significant impact. As an evidence to illustrate the attention that his work has received and the impact his work has produced, his IEEE Transaction publication “Temporal data clustering via weighted clustering ensemble with different representations? has been cited more than 42 times based on Google scholar.
Télécharger le livre :  Temporal Data Mining via Unsupervised Ensemble Learning

Temporal Data Mining via Unsupervised Ensemble Learning provides the principle knowledge of temporal data mining in association with unsupervised ensemble learning and the fundamental problems of temporal data clustering from different perspectives. By providing three...
Editeur : Elsevier
Parution : 2016-11-15

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Télécharger le livre :  Future Information Technology - II

The new multimedia standards (for example, MPEG-21) facilitate the seamless integration of multiple modalities into interoperable multimedia frameworks, transforming the way people work and interact with multimedia data. These key technologies and multimedia solutions...
Editeur : Springer
Parution : 2015-01-29
Collection : Lecture Notes in Electrical Engineering
Format(s) : ePub
147,69

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Télécharger le livre :  Reliability Assurance of Big Data in the Cloud

With the rapid growth of Cloud computing, the size of Cloud data is expanding at a dramatic speed. A huge amount of data is generated and processed by Cloud applications, putting a higher demand on cloud storage. While data reliability should already be a requirement,...
Editeur : Morgan Kaufmann
Parution : 2014-12-09

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56,92

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Télécharger le livre :  Computation and Storage in the Cloud

Computation and Storage in the Cloud is the first comprehensive and systematic work investigating the issue of computation and storage trade-off in the cloud in order to reduce the overall application cost. Scientific applications are usually computation and data...
Editeur : Elsevier Science
Parution : 2012-12-31

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41,09

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Télécharger le livre :  Temporal QOS Management in Scientific Cloud Workflow Systems

Cloud computing can provide virtually unlimited scalable high performance computing resources.Cloud workflows often underlie many large scale data/computation intensive e-science applications such as earthquake modelling, weather forecasting and astrophysics. During...
Editeur : Elsevier
Parution : 2012-02-20

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