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Adams B, Phung DQ and Venkatesh S (2011), "Eventscapes: visualizing events over time with emotive facets", In 19th International Conference on Multimedia. , pp. 1477-1480.
BibTeX:
@inproceedings{AdamsPV11,
  author = {Brett Adams and Dinh Q. Phung and Svetha Venkatesh},
  title = {Eventscapes: visualizing events over time with emotive facets},
  booktitle = {19th International Conference on Multimedia},
  year = {2011},
  pages = {1477--1480}
}
An S, Liu W, Venkatesh S and Yan H (2011), "Unified formulation of linear discriminant analysis methods and optimal parameter selection", Pattern Recognition. Vol. 44(2), pp. 307-319. Elsevier.
BibTeX:
@article{An2011,
  author = {An, Senjian and Liu, Wanquan and Venkatesh, Svetha and Yan, Hong},
  title = {Unified formulation of linear discriminant analysis methods and optimal parameter selection},
  journal = {Pattern Recognition},
  publisher = {Elsevier},
  year = {2011},
  volume = {44},
  number = {2},
  pages = {307--319}
}
An S, Peursum P, Liu W and Venkatesh S (2011), "Efficient subwindow search with submodular score functions", In IEEE Conference on Computer Vision and Pattern Recognition (CVPR). , pp. 1409-1416.
BibTeX:
@inproceedings{an2011efficient,
  author = {An, Senjian and Peursum, Patrick and Liu, Wanquan and Venkatesh, Svetha},
  title = {Efficient subwindow search with submodular score functions},
  booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2011},
  pages = {1409--1416}
}
Gupta SK, Phung D, Adams B and Venkatesh S (2011), "A Bayesian framework for learning shared and individual subspaces from multiple data sources", In Advances in Knowledge Discovery and Data Mining. , pp. 136-147. Springer.
BibTeX:
@incollection{gupta2011bayesian,
  author = {Gupta, Sunil Kumar and Phung, Dinh and Adams, Brett and Venkatesh, Svetha},
  title = {A Bayesian framework for learning shared and individual subspaces from multiple data sources},
  booktitle = {Advances in Knowledge Discovery and Data Mining},
  publisher = {Springer},
  year = {2011},
  pages = {136--147}
}
Mohammedali M, Phung D, Adams B and Venkatesh S (2011), "A context-sensitive device to help people with autism cope with anxiety", In CHI'11 Extended Abstracts on Human Factors in Computing Systems. , pp. 1201-1206.
BibTeX:
@inproceedings{mohammedali2011context,
  author = {Mohammedali, Marziya and Phung, Dinh and Adams, Brett and Venkatesh, Svetha},
  title = {A context-sensitive device to help people with autism cope with anxiety},
  booktitle = {CHI'11 Extended Abstracts on Human Factors in Computing Systems},
  year = {2011},
  pages = {1201--1206}
}
Nguyen T, Phung D, Adams B and Venkatesh S (2011), "Prediction of age, sentiment, and connectivity from social media text", In Web Information System Engineering. , pp. 227-240. Springer.
BibTeX:
@incollection{nguyen2011prediction,
  author = {Nguyen, Thin and Phung, Dinh and Adams, Brett and Venkatesh, Svetha},
  title = {Prediction of age, sentiment, and connectivity from social media text},
  booktitle = {Web Information System Engineering},
  publisher = {Springer},
  year = {2011},
  pages = {227--240}
}
Nguyen T, Phung DQ, Adams B, Venkatesh S and others (2011), "Towards Discovery of Influence and Personality Traits through Social Link Prediction.", In ICWSM: 5th AAAI International Conference on Weblogs and Social Media.
BibTeX:
@inproceedings{nguyen2011towards,
  author = {Nguyen, Thin and Phung, Dinh Q and Adams, Brett and Venkatesh, Svetha and others},
  title = {Towards Discovery of Influence and Personality Traits through Social Link Prediction.},
  booktitle = {ICWSM: 5th AAAI International Conference on Weblogs and Social Media},
  year = {2011}
}
Pham D-S, Saha B, Phung DQ and Venkatesh S (2011), "Detection of cross-channel anomalies from multiple data channels", In IEEE 11th International Conference on Data Mining (ICDM). , pp. 527-536.
BibTeX:
@inproceedings{pham2011detection,
  author = {Pham, Duc-Son and Saha, Budhaditya and Phung, Dinh Q and Venkatesh, Svetha},
  title = {Detection of cross-channel anomalies from multiple data channels},
  booktitle = {IEEE 11th International Conference on Data Mining (ICDM)},
  year = {2011},
  pages = {527--536}
}
Pham D-S and Venkatesh S (2011), "Supervised subspace learning with multi-class lagrangian SVM on the grassmann manifold", In AI 2011: Advances in Artificial Intelligence. , pp. 241-250. Springer.
BibTeX:
@incollection{pham2011supervised,
  author = {Pham, Duc-Son and Venkatesh, Svetha},
  title = {Supervised subspace learning with multi-class lagrangian SVM on the grassmann manifold},
  booktitle = {AI 2011: Advances in Artificial Intelligence},
  publisher = {Springer},
  year = {2011},
  pages = {241--250}
}
Qiu H, Pham D-S, Venkatesh S, Lai J and Liu W (2011), "Innovative sparse representation algorithms for robust face recognition", International Journal of Innovative Computing Information and Control. Vol. 7(10), pp. 5645-5667.
BibTeX:
@article{qiu2011innovative,
  author = {Qiu, Huining and Pham, Duc-Son and Venkatesh, Svetha and Lai, Jianhuang and Liu, Wanquan},
  title = {Innovative sparse representation algorithms for robust face recognition},
  journal = {International Journal of Innovative Computing Information and Control},
  year = {2011},
  volume = {7},
  number = {10},
  pages = {5645--5667}
}
Tran T, Phung D and Venkatesh S (2011), "Mixed-variate restricted Boltzmann machines", In ACML: 3rd Asian Conference on Machine Learning. , pp. 213-229.
BibTeX:
@inproceedings{tran2011mixed,
  author = {Tran, Truyen and Phung, Dinh and Venkatesh, Svetha},
  title = {Mixed-variate restricted Boltzmann machines},
  booktitle = {ACML: 3rd Asian Conference on Machine Learning},
  year = {2011},
  pages = {213--229}
}
Tran TT, Phung DQ, Venkatesh S and others (2011), "Probabilistic models over ordered partitions with applications in document ranking and collaborative filtering", In SDM: 11th SIAM International Conference on Data Mining. , pp. 426-437.
BibTeX:
@inproceedings{phung2011probabilistic,
  author = {Tran, Truyen The and Phung, Dinh Q and Venkatesh, Svetha and others},
  title = {Probabilistic models over ordered partitions with applications in document ranking and collaborative filtering},
  booktitle = {SDM: 11th SIAM International Conference on Data Mining},
  year = {2011},
  pages = {426--437}
}
Venkatesh S, Greenhill S, Phung D and Adams B (2011), "Cognitive intervention in autism using multimedia stimulus", In 19th ACM international conference on Multimedia. , pp. 769-770.
BibTeX:
@inproceedings{venkatesh2011cognitive,
  author = {Venkatesh, Svetha and Greenhill, Stewart and Phung, Dinh and Adams, Brett},
  title = {Cognitive intervention in autism using multimedia stimulus},
  booktitle = {19th ACM international conference on Multimedia},
  year = {2011},
  pages = {769--770}
}
Venkatesh S, Phung D and Pham D (2011), "Surviving the data deluge: Scalable feature extraction, discrimination and analysis"
BibTeX:
@inproceedings{Venkatesh_etal_11surviving,
  author = {Venkatesh, Svetha. and Phung, D. and Pham, D.S.},
  title = {Surviving the data deluge: Scalable feature extraction, discrimination and analysis},
  year = {2011},
  url = {http://sensorlab.cs.dartmouth.edu/NSFPervasiveComputingAtScale/pdf/1569390081.pdf}
}