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Thanh-Nghi Do
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ZAME: Interactive large-scale graph visualization
N Elmqvist, TN Do, H Goodell, N Henry, JD Fekete
2008 IEEE Pacific visualization symposium, 215-222, 2008
2542008
Classifying very-high-dimensional data with random forests of oblique decision trees
TN Do, P Lenca, S Lallich, NK Pham
Advances in knowledge discovery and management, 39-55, 2010
772010
Speed up SVM algorithm for massive classification tasks
TN Do, VH Nguyen, F Poulet
International conference on advanced data mining and applications, 147-157, 2008
662008
Classifying one billion data with a new distributed svm algorithm.
TN Do, F Poulet
RIVF 760, 59-66, 2006
622006
A comparison of different off-centered entropies to deal with class imbalance for decision trees
P Lenca, S Lallich, TN Do, NK Pham
Advances in Knowledge Discovery and Data Mining: 12th Pacific-Asia …, 2008
522008
Mining very large datasets with support vector machine algorithms
F Poulet, TN Do
Enterprise Information Systems V, 177-184, 2005
372005
Classifying many-class high-dimensional fingerprint datasets using random forest of oblique decision trees
TN Do, P Lenca, S Lallich
Vietnam journal of computer science 2, 3-12, 2015
352015
Large scale classification with support vector machine algorithms
TN Do, JD Fekete
Sixth International Conference on Machine Learning and Applications (ICMLA …, 2007
332007
Kernel methods and visualization for interval data mining
TN Do, F Poulet
Proceedings of the Conference on Applied Stochastic Models and Data Analysis …, 2005
33*2005
Parallel multiclass stochastic gradient descent algorithms for classifying million images with very-high-dimensional signatures into thousands classes
TN Do
Vietnam Journal of Computer Science 1, 107-115, 2014
302014
Learning optimal threshold on resampling data to deal with class imbalance
N Thai-Nghe, DT Nghi, L Schmidt-Thieme
Proc. IEEE RIVF International Conference on Computing and Telecommunication …, 2010
292010
Parallel learning of local SVM algorithms for classifying large datasets
TN Do, F Poulet
Transactions on Large-Scale Data-and Knowledge-Centered Systems XXXI …, 2017
252017
A novel speed-up SVM algorithm for massive classification tasks
TN Do, VH Nguyen
2008 IEEE International Conference on Research, Innovation and Vision for …, 2008
232008
Incremental SVM and visualization tools for bio-medical data mining
TN Do, F Poulet
Data Mining and Text Mining for Bioinformatics, 14, 2003
232003
Novel hybrid DCNN–SVM model for classifying RNA-sequencing gene expression data
PH Huynh, VH Nguyen, TN Do
Journal of Information and Telecommunication 3 (4), 533-547, 2019
222019
Random local SVMs for classifying large datasets
TN Do, F Poulet
Future Data and Security Engineering: Second International Conference, FDSE …, 2015
222015
GPU-based parallel SVM algorithm
TN DO, VH NGUYEN, F POULET
Journal of Frontiers of Computer Science and Technology 3 (4), 368--377, 2009
22*2009
Mining Very Large Datasets with SVM and Visualization.
TN Do, F Poulet
ICEIS (2), 127-141, 2005
192005
Towards High Dimensional Data Mining with Boosting of PSVM and Visualization Tools.
TN Do, F Poulet
ICEIS (2), 36-41, 2004
192004
Interactive decision tree construction for interval and taxonomical data
F Poulet, TN Do
Visual Data Mining: Theory, Techniques and Tools for Visual Analytics, 123-135, 2008
182008
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Articles 1–20