The Data Science Department (http://www.nec-labs.com/research-departments/data-science/data-science-home) performs research on all aspects of data analytics and mining. We are creating innovative analytics from big data to simplify and automate the operation of complex physical systems (e.g., automobiles, power plants, smart city etc.), as well as large-scale IT systems and services. We have several ongoing big data analytics projects including massive time series modeling, heterogeneous data analysis, and large scale graph mining etc. Our group brings together experts in machine learning, data mining, statistics, signal processing, pattern recognition and big data processing systems. We build technologies to solve real world problems and grow NEC's business. Our research leads to both award-winning NEC products/solutions and numerous publications in top conferences. Currently, the group has multiple fall/winter intern positions available for graduate students. We are seeking self-motivated graduate students in the area of data mining and statistical learning. |
The candidate is expected to analyze massive amount of monitoring data from complex physical and IT systems to model and analyze their complex behaviors. He/she must be enrolled in the PhD program in CS/CE with strong publication records on the following topics: • Data mining and statistical learning
• Time series analysis and prediction
• Text mining and information retrieval
• Graph and information network mining
• Large scale optimization and learning
• Signal processing and information theory NEC Laboratories America is located in Princeton, NJ, home of the Princeton University and one of New Jersey's most beautiful and idyllic towns. The area offers many exciting cultural, entertainment and outdoor activities. The office is minutes away from Princeton University and an hour from New York, Philadelphia, and the Atlantic Ocean. |
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