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- Thi V. Duong, Hung Hai Bui, Dinh Q. Phung, Svetha Venkatesh
- 2005 IEEE Computer Society Conference on Computer…
- 2005
This paper addresses the problem of learning and recognizing human activities of daily living (ADL), which is an important research issue in building a pervasive and smart environment. In dealing… (More)
- Ba-Ngu Vo, Ba-Tuong Vo, Dinh Q. Phung
- IEEE Transactions on Signal Processing
- 2014
An analytic solution to the multi-target Bayes recursion known as the δ-Generalized Labeled Multi-Bernoulli ( δ-GLMB) filter has been recently proposed by Vo and Vo in [“Labeled Random Finite Sets… (More)
- Nam Thanh Nguyen, Dinh Q. Phung, Svetha Venkatesh, Hung Hai Bui
- 2005 IEEE Computer Society Conference on Computer…
- 2005
Directly modeling the inherent hierarchy and shared structures of human behaviors, we present an application of the hierarchical hidden Markov model (HHMM) for the problem of activity recognition. We… (More)
Although tagging has become increasingly popular in online image and video sharing systems, tags are known to be noisy, ambiguous, incomplete and subjective. These factors can seriously affect the… (More)
- Thi V. Duong, Dinh Q. Phung, Hung Hai Bui, Svetha Venkatesh
- Artif. Intell.
- 2009
a r t i c l e i n f o a b s t r a c t A challenge in building pervasive and smart spaces is to learn and recognize human activities of daily living (ADLs). In this paper, we address this problem and… (More)
- Trang Pham, Truyen Tran, Dinh Q. Phung, Svetha Venkatesh
- PAKDD
- 2016
Personalized predictive medicine necessitates the modeling of patient illness and care processes, which inherently have long-term temporal dependencies. Healthcare observations, recorded in… (More)
- Tran The Truyen, Dinh Q. Phung, Svetha Venkatesh
- UAI
- 2009
Collaborative ltering is an e ective recommendation technique wherein the preference of an individual can potentially be predicted based on preferences of other members. Early algorithms often relied… (More)
- Radu Andrei Negoescu, Brett Adams, Dinh Q. Phung, Svetha Venkatesh, Daniel Gatica-Perez
- ACM Multimedia
- 2009
The amount of multimedia content available online constantly increases, and this leads to problems for users who search for content or similar communities. Users in Flickr often self-organize in user… (More)
- Trang Pham, Truyen Tran, Dinh Q. Phung, Svetha Venkatesh
- AAAI
- 2017
Relational learning deals with data that are characterized by relational structures. An important task is collective classification, which is to jointly classify networked objects. While it holds a… (More)
- Truyen Tran, Tu Dinh Nguyen, Dinh Q. Phung, Svetha Venkatesh
- Journal of Biomedical Informatics
- 2015
Electronic medical record (EMR) offers promises for novel analytics. However, manual feature engineering from EMR is labor intensive because EMR is complex - it contains temporal, mixed-type and… (More)