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Data Mining
About Data and Text Mining Technology Group
We, Data and Text Mining Technology Group in NEC Knowledge Discovery Laboratories, are conducting researches on data mining technologies focusing on extracting valuable information from a large amount of data.
It has become essential in many businesses to make decisions based on information discovered from BigData. Data mining and machine learning are one of key technologies for advanced data analytics.
Our technologies have evolved through making the following progresses.
- Theoretical research in data mining and machine learning
- Development data mining software (i.e., data mining engines)
- Establishment of data mining processes for business applications
The first activity is research of fundamental principles to invent novel data mining algorithms. We are studying a bunch of element cores including data modeling, optimization, etc. from mathematical and statistical viewpoints.
The second is development of efficient and scalable data mining algorithms. We review the results of the first activity from viewpoints of computational/memory/maintenance efficiency, and implement them as software libraries.
The last step is technology transfer of the aforementioned research and development states to real-world business applications. We are developing practical data mining processes, and also try to create new business opportunities in which data analysis and knowledge discovery are very important factors.
Contact Information
For any questions regarding data mining research group and data mining research in general, please contact the following address:
webmaster@datamining.jp.nec.com
For other general inquiries regarding NEC products, etc, please contact an NEC customer support center.
