David W. Albrecht

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 12

Top Topics

Fingerprint Matching

Bayesian Networks

Detecting Anomalies

Minimum Message Length

Top Venues

Publications

Md. Samiullah, Ann E. Nicholson, David W. Albrecht
Shareable and Inheritable Incremental Compilation in iOOBN. PRICAI (2) (2023)
Md. Samiullah, Ann E. Nicholson, David W. Albrecht
Automated construction of an Object-Oriented Bayesian Network (OOBN) Class Hierarchy. ICTAI (2022)
Carlos A. Peña-Solórzano, David W. Albrecht, R. B. Bassed, J. Gillam, P. C. Harris, M. R. Dimmock
Semi-supervised labelling of the femur in a whole-body post-mortem CT database using deep learning. Comput. Biol. Medicine 122 (2020)
Omid Zanganeh, Komal Komal, Nandita Bhattacharjee, David W. Albrecht, Bala Srinivasan
Quality Controlled Region-Based PartialFingerprint Recognition. J. Mobile Multimedia 14 (2) (2018)
Kirsten Ellis, Mark Power, David W. Albrecht
Toddler Techie Touch Generation. CHI PLAY (2018)
Komal Komal, Nandita Bhattacharjee, David W. Albrecht, Bala Srinivasan
Parameter Recovery Using Radon Transform. MoMM (2018)
Tharindu R. Bandaragoda, Kai Ming Ting, David W. Albrecht, Fei Tony Liu, Ye Zhu, Jonathan R. Wells
Isolation-based anomaly detection using nearest-neighbor ensembles. Comput. Intell. 34 (4) (2018)
Komal Komal, Nandita Bhattacharjee, David W. Albrecht, Bala Srinivasan
Transformational Approach for Alignment-free Image Matching Applications. MoMM (2017)
Md. Samiullah, Thao Xuan Hoang, David W. Albrecht, Ann E. Nicholson, Kevin B. Korb
iOOBN: A Bayesian Network Modelling Tool Using Object Oriented Bayesian Networks with Inheritance. ICTAI (2017)
Komal Komal, David W. Albrecht, Nandita Bhattacharjee, Bala Srinivasan
A Region-based Alignment-free Partial Fingerprint Matching. MoMM (2016)
Guansong Pang, Kai Ming Ting, David W. Albrecht, Huidong Jin
ZERO++: Harnessing the Power of Zero Appearances to Detect Anomalies in Large-Scale Data Sets. J. Artif. Intell. Res. 57 (2016)
Guansong Pang, Kai Ming Ting, David W. Albrecht
LeSiNN: Detecting Anomalies by Identifying Least Similar Nearest Neighbours. ICDM Workshops (2015)
David W. Albrecht, Ann E. Nicholson, Chris Whittle
Structural Sensitivity for the Knowledge Engineering of Bayesian Networks. Probabilistic Graphical Models (2014)
Tharindu R. Bandaragoda, Kai Ming Ting, David W. Albrecht, Fei Tony Liu, Jonathan R. Wells
Efficient Anomaly Detection by Isolation Using Nearest Neighbour Ensemble. ICDM Workshops (2014)
Masud Moshtaghi, Ingrid Zukerman, David W. Albrecht, R. Andrew Russell
Monitoring Personal Safety by Unobtrusively Detecting Unusual Periods of Inactivity. UMAP (2013)
Ian E. Thomas, Ingrid Zukerman, Jonathan J. Oliver, David W. Albrecht, Bhavani Raskutti
Lexical Access for Speech Understanding using Minimum Message Length Encoding CoRR (2013)
Melanie Frances Larizza, Ingrid Zukerman, Fabian Bohnert, R. Andrew Russell, Lucy Busija, David W. Albrecht, Gwyn Rees
Studies to Determine User Requirements Regarding In-Home Monitoring Systems. UMAP (2012)
Fabian Bohnert, Ingrid Zukerman, David W. Albrecht
Realistic Simulation of Museum Visitors' Movements as a Tool for Assessing Sensor-Based User Models. UMAP (2012)
Fabian Bohnert, Ingrid Zukerman, David W. Albrecht, Timothy Baldwin
Modelling and Predicting Movements of Museum Visitors: A Simulation Framework for Assessing the Impact of Sensor Noise on Model Performance. ITWP@IJCAI (2011)
Ben Goodrich, David W. Albrecht, Peter E. Tischer
Accelerating Radius-Margin Parameter Selection for SVMs Using Geometric Bounds. ICDM (2010)
Ben Goodrich, David W. Albrecht, Peter E. Tischer
Algorithms for the Computation of Reduced Convex Hulls. Australasian Conference on Artificial Intelligence (2009)
Daniel Francis Schmidt, Ingrid Zukerman, David W. Albrecht
Assessing the Impact of Measurement Uncertainty on User Models in Spatial Domains. UMAP (2009)
Matthew Byrne, David W. Albrecht, J. G. Sanjayan, Jayantha Kodikara
Recognizing Patterns in Seasonal Variation of Pavement Roughness Using Minimum Message Length Inference. Comput. Aided Civ. Infrastructure Eng. 24 (2) (2009)
David W. Albrecht, Ingrid Zukerman
Introduction to the special issue on statistical and probabilistic methods for user modeling. User Model. User Adapt. Interact. 17 (1-2) (2007)
Andre Oboler, Charles Twardy, David W. Albrecht
Super Iterator A design pattern for Algorithm and Data structure collections. ITNG (2007)
Yuval Marom, Anthony Khoo, David W. Albrecht
Experiments with Sentence Classification. ALTA (2006)
Nathan Hurst, Kim Marriott, David W. Albrecht
Solving the simple continuous table layout problem. ACM Symposium on Document Engineering (2006)
Lara Kornienko, David W. Albrecht, David L. Dowe
A Preliminary MML Linear Classifier Using Principal Components for Multiple Classes. Australian Conference on Artificial Intelligence (2005)
Douglas Clarke, David W. Albrecht, Peter E. Tischer
An Investigation into Applying Support Vector Machines to Pixel Classification in Image Processing. Australian Conference on Artificial Intelligence (2004)
Lara Kornienko, David L. Dowe, David W. Albrecht
Message Length Formulation of Support Vector Machines for Binary Classification - A Preliminary Scheme. Australian Joint Conference on Artificial Intelligence (2002)
Ingrid Zukerman, David W. Albrecht
Predictive Statistical Models for User Modeling. User Model. User Adapt. Interact. 11 (1-2) (2001)
Ariel E. Bud, David W. Albrecht, Ann E. Nicholson, Ingrid Zukerman
Information-Theoretic Advisors in Invisible Chess. AISTATS (2001)
Ingrid Zukerman, David W. Albrecht, Ann E. Nicholson, Krystyna Doktor
Trading Off Granularity against Complexity. PRICAI (2000)
David W. Albrecht, Ingrid Zukerman, Ann E. Nicholson
Pre-sending Documents on the WWW: A Comparative Study. IJCAI (1999)
Ariel E. Bud, Ann E. Nicholson, Ingrid Zukerman, David W. Albrecht
A hybrid architecture for strategically complex imperfect information games. KES (1999)
David W. Albrecht, Ingrid Zukerman, Ann E. Nicholson
Bayesian Models for Keyhole Plan Recognition in an Adventure Game. User Model. User Adapt. Interact. 8 (1-2) (1998)
Frank A. Bäuerle, David W. Albrecht, John N. Crossley, John S. Jeavons
Curry-Howard Terms for Linear Logic. Stud Logica 61 (2) (1998)
Ann E. Nicholson, Ingrid Zukerman, David W. Albrecht
A Decision-Theoretic Approach for Pre-sending Information on the WWW. PRICAI (1998)
David W. Albrecht, Ann E. Nicholson, Ingrid Zukerman
Knowledge Acquisition for Goal Prediction in a Multi-user Adventure Game. PAKDD (1998)
Ian E. Thomas, Ingrid Zukerman, Jonathan J. Oliver, David W. Albrecht, Bhavani Raskutti
Lexical Access for Speech Understanding using Minimum Message Length Encoding. UAI (1997)
David W. Albrecht, John N. Crossley, John S. Jeavons
New Curry-Howard Terms for Full Linear Logic. Theor. Comput. Sci. 185 (2) (1997)