TY - GEN
T1 - Intelligent data analysis by a home-use human monitoring robot
AU - Sugaya, Shinsuke
AU - Takayama, Daisuke
AU - Kouno, Asuki
AU - Suzuki, Einoshin
N1 - Copyright:
Copyright 2012 Elsevier B.V., All rights reserved.
PY - 2012
Y1 - 2012
N2 - In this paper, we argue that a home-use autonomous mobile robot is a platform for a new kind of Intelligent Data Analysis (IDA). Recent advancement of hardware and software for robotics have enabled us to construct a small yet powerful, autonomous mobile robot from components in low cost. Such a robot is able to perform machine learning and data mining in the real world for a long period, which opens a new avenue for IDA. This paper improves and studies one of our monitoring robots in detail to reveal promising directions and challenges inherent in the new kind of IDA.
AB - In this paper, we argue that a home-use autonomous mobile robot is a platform for a new kind of Intelligent Data Analysis (IDA). Recent advancement of hardware and software for robotics have enabled us to construct a small yet powerful, autonomous mobile robot from components in low cost. Such a robot is able to perform machine learning and data mining in the real world for a long period, which opens a new avenue for IDA. This paper improves and studies one of our monitoring robots in detail to reveal promising directions and challenges inherent in the new kind of IDA.
UR - http://www.scopus.com/inward/record.url?scp=84868028131&partnerID=8YFLogxK
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U2 - 10.1007/978-3-642-34156-4_35
DO - 10.1007/978-3-642-34156-4_35
M3 - Conference contribution
AN - SCOPUS:84868028131
SN - 9783642341557
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 381
EP - 391
BT - Advances in Intelligent Data Analysis XI - 11th International Symposium, IDA 2012, Proceedings
T2 - 11th International Symposium on Intelligent Data Analysis, IDA 2012
Y2 - 25 October 2012 through 27 October 2012
ER -