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Ninh Pham
Ninh Pham
Senior Lecturer at University of Auckland
Verified email at auckland.ac.nz - Homepage
Title
Cited by
Cited by
Year
Fast and scalable polynomial kernels via explicit feature maps
N Pham, R Pagh
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
4082013
A near-linear time approximation algorithm for angle-based outlier detection in high-dimensional data
N Pham, R Pagh
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
1552012
Efficient estimation for high similarities using odd sketches
M Mitzenmacher, R Pagh, N Pham
Proceedings of the 23rd international conference on World wide web, 109-118, 2014
732014
Two novel adaptive symbolic representations for similarity search in time series databases
ND Pham, QL Le, TK Dang
2010 12th International Asia-Pacific Web Conference, 181-187, 2010
512010
Online discovery of top-k similar motifs in time series data
HT Lam, ND Pham, T Calders
Proceedings of the 2011 SIAM International Conference on Data Mining, 1004-1015, 2011
452011
HOT aSAX: A Novel Adaptive Symbolic Representation for Time Series Discords Discovery
ND Pham, QL Le, TK Dang
Intelligent Information and Database Systems: Second International …, 2010
312010
Scalability and total recall with fast CoveringLSH
N Pham, R Pagh
Proceedings of the 25th ACM International on Conference on Information and …, 2016
172016
I/O-efficient similarity join
R Pagh, N Pham, F Silvestri, M Stöckel
Algorithms-ESA 2015: 23rd Annual European Symposium, Patras, Greece …, 2015
172015
I/O-efficient similarity join
R Pagh, N Pham, F Silvestri, M Stöckel
Algorithmica 78 (4), 1263-1283, 2017
162017
Simple yet efficient algorithms for maximum inner product search via extreme order statistics
N Pham
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
142021
Revisiting wedge sampling for budgeted maximum inner product search
SS Lorenzen, N Pham
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2020
122020
L1-depth revisited: A robust angle-based outlier factor in high-dimensional space
N Pham
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018
102018
Hybrid LSH: faster near neighbors reporting in high-dimensional space
N Pham
arXiv preprint arXiv:1607.06179, 2016
102016
On predicting student performance using low-rank matrix factorization techniques
S Lorenzen, N Pham, S Alstrup
European Conference on e-Learning, 326-334, 2017
92017
Falconn++: A locality-sensitive filtering approach for approximate nearest neighbor search
N Pham, T Liu
Advances in Neural Information Processing Systems 35, 31186-31198, 2022
82022
DABAI: A data driven project for e-Learning in Denmark
S Alstrup, C Hansen, C Hansen, N Hjuler, S Lorenzen, N Pham
European Conference on e-Learning, 18-24, 2017
62017
Sublinear maximum inner product search using concomitants of extreme order statistics
N Pham
arXiv preprint arXiv:2012.11098, 2020
32020
Scalable Density-based Clustering with Random Projections
H Xu, N Pham
arXiv preprint arXiv:2402.15679, 2024
2024
On Deploying Mobile Deep Learning to Segment COVID-19 PCR Test Tube Images
T Xiang, R Dean, J Zhao, N Pham
Pacific-Rim Symposium on Image and Video Technology, 394-407, 2023
2023
A Transductive Forest for Anomaly Detection with Few Labels
J Zhang, N Pham, G Dobbie
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023
2023
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