Concepedia

David Albrecht

DA

Statistics

Publications

15

Citations

1K

H-Index

13

Active since

1996

Affiliations

Monash University(Current)

Federation University

University of Technology Sydney

Australian Regenerative Medicine Institute

David Albrecht is an author at Monash University specializing in engineering, data science, and knowledge discovery.

Top concepts

EngineeringData ScienceKnowledge DiscoveryComputer ScienceMachine LearningPattern RecognitionData MiningAnomaly DetectionOutlier DetectionStatistics

Publications per year

1996–2020

15

Publications

15

Predictive Statistical Models for User Modeling

Ingrid Zukerman, David Albrecht · User Modeling and User-Adapted Interaction · 2001 · 283 citations · Full text

Bayesian Models for Keyhole Plan Recognition in an Adventure Game

David Albrecht, Ingrid Zukerman, An E. Nicholson · User Modeling and User-Adapted Interaction · 1998 · 202 citations

Isolation‐based anomaly detection using nearest‐neighbor ensembles

Tharindu Bandaragoda, Kai Ming Ting, David Albrecht et al. · Computational Intelligence · 2018 · 151 citations

Local Anomalies, Anomaly Detection, Machine Learning +13

Efficient Anomaly Detection by Isolation Using Nearest Neighbour Ensemble

Tharindu Bandaragoda, Kai Ming Ting, David Albrecht et al. · 2014 · 76 citations

Local Anomalies, Anomaly Detection, Engineering +14

LeSiNN: Detecting Anomalies by Identifying Least Similar Nearest Neighbours

Guansong Pang, Kai Ming Ting, David Albrecht · 2015 · 57 citations

Anomaly Detection, Machine Vision, Machine Learning +15

1–5 of 15