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An agent should exhibit proper behaviour depending on user's intention to provide convenience to the user. In this regard, even though there are a lot of researches dealing with generation of responses according to user's intention, creating robust reactions for the agent in a diverse environment is still a critical problem. Also, there are only a few studies utilizing methods pertaining to the human...
Activity recognition with mobile sensors is a challenging task due to the inherent noisy nature of the input data and resource limitations of the target platform. This paper presents a novel method of hybridizing classifier selection and classifier fusion in order to address these difficulties. It efficiently decreases the computational cost by activating appropriate classifiers according to the characteristics...
Gestures are natural and easy means as user interfaces (UI) because they have been employed in daily life. Recently, mobile devices equip a triaxial acceleration sensor which allows the gesture inputs. Many systems have been presented for the motion-based interfaces, yet only few are considered the insufficient computing power of the mobile devices. This paper proposes a selective template matching...
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