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20102022
most citedMemorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection

143 citations · 1.1k across the 106 of their papers we have counts for

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cs.IR2010

Probabilistic Models over Ordered Partitions with Application in Learning to Rank

Tran The Truyen, Dinh Q. Phung, Svetha Venkatesh

This paper addresses the general problem of modelling and learning rank data with ties. We propose a probabilistic generative model, that models the process as permutations over pa…

stat.ML2010★ 23 cited

Hierarchical Semi-Markov Conditional Random Fields for Recursive Sequential Data

Tran The Truyen, Dinh Q. Phung, Hung H. Bui +1

Inspired by the hierarchical hidden Markov models (HHMM), we present the hierarchical semi-Markov conditional random field (HSCRF), a generalisation of embedded undirectedMarkov ch…