PhD position in Machine Learning in Lyon

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PhD position in Machine Learning in Lyon

The Data Mining and Machine Learning group (DM2L) at LIRIS laboratory (UMR 5205 CNRS) invites applications for a PhD position in Machine Learning.


Context
This is a European project entitled Integrated Solutions for Agile Manufacturing in High-mix Semiconductor Fabs (INTEGRATE) with 28 European partners in which one PhD student will be funded for 3 years. The INTEGRATE project aims to enhance European semiconductor fabs efficiency by providing methods and tools to better control the process variability, reduce the cycle time and enhance the effectiveness of the production equipment. The PhD student will develop powerful machine learning algorithms for analyzing large unbalanced data sets including sensor data streams (at varying temporal resolution), selecting and extracting features, assessing their relevance and performing both fault detection and fault classification in a supervised or semi-supervised context.


Work environment
Lyon is France,s second largest city and capital of the Rhne-Alpes region. Combining an exceptional historical heritage with a natural liking for good food, Lyon is an ideal city for discovering all the charm of the French way of life. A stage for more than 2000 years of history, the city has a remarkable architectural heritage. Expanding towards the east throughout the centuries, without destroying the existing areas, 500 hectares of its city centre became a Unesco World Heritage Site in 1998.


University Lyon 1 is one of the leading academic communities in France. Renowned for its leafy campus (443,000 m2), and state-of-the-art equipment, it enrols over 35, 000 students in approximately hundreds of study programs. University Lyon 1 employs 2630 researchers and teachers.


The Data Mining and Machine Learning group (DM2L) at LIRIS laboratory (UMR 5205 CNRS), focuses on the development of principled approaches to machine learning and data mining, and their applications to diverse areas including bioinformatics, anomaly detection, forecasting, process monitoring, medical diagnosis etc. DM2L currently consists of 12 researchers and 5 PhD students.

 

Termenul de aplicare a fost pana la 30 Iunie 2013

Citeste mai mult despre: FRANTA  Informatica aplicata  PhD 

 

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