Communication(NTT Communication Science Laboratories)
|To the site||http://www.kecl.ntt.co.jp/rps/english/Research_e/Research_Index_e.html|
1. Data mining from relational data including large and complex networks
We study basic technologies mainly based on statistical machine learning to understand huge, irregular and ever-growing relational data including complex networks, such as the Web and SNS, and then make effective use of them for knowledge navigation.
2. Understanding real world situations through sensor networks
We are interested in observing and interpreting the real world through a variety of sensing devices such as acceleration sensors, light sensors, GPS, cameras, and microphones.
Our research activities include various phases, including proposing new theories and modeling, developing effective algorithms and data structures, and applying techniques to new interesting applications. We are interested in processing various data, such as Web and language data, speech sounds, images, and sensor data. Our everyday efforts are aimed at the world's first proposal and verification of new techniques, or the world's best performance of certain tasks. Students can use rich computer and human resources of NTT Communication Science Laboratories such as large clusters of high-performance servers. Each student receives a desk and personal computer and studies together with a group of researchers with which discussions occur naturally. More heated, in-depth discussions are also frequently conducted in discussion rooms.