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A comparative evaluation of novelty detection algorithms for discrete
  sequences
v1v2 (latest)

A comparative evaluation of novelty detection algorithms for discrete sequences

Artificial Intelligence Review (AIR), 2019
28 February 2019
Rémi Domingues
Pietro Michiardi
Jérémie Barlet
Maurizio Filippone
ArXiv (abs)PDFHTML

Papers citing "A comparative evaluation of novelty detection algorithms for discrete sequences"

7 / 7 papers shown
A Closer Look at AUROC and AUPRC under Class Imbalance
A Closer Look at AUROC and AUPRC under Class ImbalanceNeural Information Processing Systems (NeurIPS), 2024
Matthew B. A. McDermott
Lasse Hyldig Hansen
Haoran Zhang
Giovanni Angelotti
Jack Gallifant
686
93
0
11 Jan 2024
Novelty-based Generalization Evaluation for Traffic Light Detection
Novelty-based Generalization Evaluation for Traffic Light DetectionInternational Conference on Machine Learning and Applications (ICMLA), 2021
A. Shekar
Laureen Lake
Liangke Gou
Liu Ren
OOD
162
0
0
03 Jan 2022
Role-based lateral movement detection with unsupervised learning
Role-based lateral movement detection with unsupervised learningIntelligent Systems with Applications (ISA), 2021
Brian A. Powell
AAML
159
16
0
05 Aug 2021
Integrating Novelty Detection Capabilities with MSL Mastcam Operations
  to Enhance Data Analysis
Integrating Novelty Detection Capabilities with MSL Mastcam Operations to Enhance Data AnalysisIEEE Aerospace Conference (AERO), 2021
P. Horton
Hannah Kerner
S. Jacob
E. Cisneros
K. Wagstaff
J. Bell
90
3
0
23 Mar 2021
Novelty Detection in Sequential Data by Informed Clustering and Modeling
Novelty Detection in Sequential Data by Informed Clustering and Modeling
Linara Adilova
Siming Chen
Michael Kamp
162
2
0
05 Mar 2021
Anomalous Example Detection in Deep Learning: A Survey
Anomalous Example Detection in Deep Learning: A Survey
Saikiran Bulusu
B. Kailkhura
Yue Liu
P. Varshney
Basel Alomair
AAML
394
48
0
16 Mar 2020
Probabilistic Modeling for Novelty Detection with Applications to Fraud
  Identification
Probabilistic Modeling for Novelty Detection with Applications to Fraud Identification
Rémi Domingues
AAML
120
3
0
05 Mar 2019
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