Ninh Pham

CoRR, 2024

2023

On Deploying Mobile Deep Learning to Segment COVID-19 PCR Test Tube Images.

[BibT_eX]

[DOI]

Proceedings of the Image and Video Technology - 11th Pacific-Rim Symposium, 2023

A Transductive Forest for Anomaly Detection with Few Labels.

[BibT_eX]

[DOI]

Jingrui Zhang

Gillian Dobbie

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

2022

An Efficient Hashing-based Ensemble Method for Collaborative Outlier Detection.

[BibT_eX]

[DOI]

Kitty Li

CoRR, 2022

Falconn++: A Locality-sensitive Filtering Approach for Approximate Nearest Neighbor Search.

[BibT_eX]

[DOI]

Tao Liu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Simple Yet Efficient Algorithms for Maximum Inner Product Search via Extreme Order Statistics.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Revisiting Wedge Sampling for Budgeted Maximum Inner Product Search (Extended Abstract).

[BibT_eX]

[DOI]

Stephan Sloth Lorenzen

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Sublinear Maximum Inner Product Search using Concomitants of Extreme Order Statistics.

[BibT_eX]

[DOI]

CoRR, 2020

Revisiting Wedge Sampling for Budgeted Maximum Inner Product Search.

[BibT_eX]

[DOI]

Stephan Sloth Lorenzen

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

2018

L1-Depth Revisited: A Robust Angle-Based Outlier Factor in High-Dimensional Space.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

2017

I/O-Efficient Similarity Join.

[BibT_eX]

[DOI]

Algorithmica, 2017

Hybrid LSH: Faster Near Neighbors Reporting in High-dimensional Space.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Extending Database Technology, 2017

2016

Scalability and Total Recall with Fast CoveringLSH.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2014

Efficient estimation for high similarities using odd sketches.

[BibT_eX]

[DOI]

Michael Mitzenmacher

Proceedings of the 23rd International World Wide Web Conference, 2014

2013

Fast and scalable polynomial kernels via explicit feature maps.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

2012

A near-linear time approximation algorithm for angle-based outlier detection in high-dimensional data.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

2011

Online Discovery of Top-k Similar Motifs in Time Series Data.

[BibT_eX]

[DOI]

Hoang Thanh Lam

Toon Calders

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

2010

Two Novel Adaptive Symbolic Representations for Similarity Search in Time Series Databases.

[BibT_eX]

[DOI]

Quang Loc Le

Tran Khanh Dang

Proceedings of the Advances in Web Technologies and Applications, 2010

HOT <i>a</i>SAX: A Novel Adaptive Symbolic Representation for Time Series Discords Discovery.

[BibT_eX]

[DOI]