Name
Affiliation
Papers
ANN E. NICHOLSON
School of Computer Science and Software Engineering, Monash University, Clayton, VIC, Australia
57
Collaborators
Citations 
PageRank 
69
692
88.01
Referers 
Referees 
References 
1519
614
406
Search Limit
1001000
Title
Citations
PageRank
Year
Inferring Two-Level Hierarchical Gaussian Graphical Models to Discover Shared and Context-Specific Conditional Dependencies from High-Dimensional Heterogeneous Data00.342020
HetFHMM: A Novel Approach to Infer Tumor Heterogeneity Using Factorial Hidden Markov Models.00.342018
Applying Dependency Patterns In Causal Discovery Of Latent Variable Models00.342017
Faster and more accurate classification of time series by exploiting a novel dynamic time warping averaging algorithm.310.912016
Latent Variable Discovery Using Dependency Patterns.00.342016
Using a New Tool to Visualize Environmental Data for Bayesian Network Modelling.00.342015
Proximity-based non-uniform abstractions for approximate planning10.342014
Dynamic Time Warping Averaging of Time Series Allows Faster and More Accurate Classification511.642014
An Object-Oriented Dynamic Bayesian Decision Network Model for Grasslands Adaptive Management.00.342014
Structural Sensitivity For The Knowledge Engineering Of Bayesian Networks10.352014
Anomaly detection in vessel tracks using Bayesian networks.261.072014
Bayesian Poker202.352013
Sensor validation using dynamic belief networks164.242013
Scaling Log-Linear Analysis to High-Dimensional Data70.512013
A Case Study in Knowledge Discovery and Elicitation in an Intelligent Tutoring Application41.452013
Causal discovery of dynamic bayesian networks20.362012
Incorporating expert knowledge when learning Bayesian network structure: A medical case study110.622011
AI 2009: Advances in Artificial Intelligence, 22nd Australasian Joint Conference, Melbourne, Australia, December 1-4, 2009. Proceedings643.402009
Generating Incomplete Data with DataZapper00.342009
Square Root Unscented Particle Filtering for Grid Mapping10.372009
Testing Punctuated Equilibrium Theory Using Evolutionary Activity Statistics10.362009
DataZapper: Generating Incomplete Datasets10.372009
Species Selection of Aging for the Sake of Diversity.00.342008
Observations from field trials with several elicitation techniques in an ecological domain.00.342008
Using Bayesian belief networks for change impact analysis in architecture design371.662007
Parameterisation and evaluation of a Bayesian network for use in an ecological risk assessment564.092007
Take heart II: a modular bayesian decision support system00.342007
Matilda: A Visual Tool For Modeling With Bayesian Networks20.382006
Causal Discovery with Prior Information70.532006
Predicting Change Impact in Architecture Design with Bayesian Belief Networks100.592005
Varieties of Causal Intervention191.682004
Parameterising bayesian networks191.112004
Tackling Transition: Exposing Secondary School Students to Tertiary IT Teaching and Learning10.582003
Book Review: Bayesian Artificial Intelligence00.342003
Suicide as an Evolutionarily Stable Strategy61.042001
Seabreeze Prediction Using Bayesian Networks161.402001
Information-Theoretic Advisors in Invisible Chess.30.492001
Efficient inference in dynamic belief networks with variable temporal resolution10.362000
Trading Off Granularity against Complexity00.342000
Bayesian Reasoning for Diagnosing Student Misconceptions about Decimals00.341999
A hybrid architecture for strategically complex imperfect information games10.391999
Arc Weights for Approximate Evaluation of Dynamic Belief Networks20.491999
Pre-sending Documents on the WWW: A Comparative Study343.151999
Using Mutual Information to Determine Relevance in Bayesian Networks141.041998
A Decision-Theoretic Approach for Pre-sending Information on the WWW81.421998
Knowledge Acquisition for Goal Prediction in a Multi-user Adventure Game00.341998
Dynamic Non-uniform Abstractions for Approximate Planning in Large Structured Stochastic Domains70.901998
Scheduling Trains With Genetic Algorithms00.341997
Methodologies for teaching new programming languages: a case study teaching LISP40.651997
treeNets: A Framework for Anytime Evaluation of Belief Networks30.451997
  • 1
  • 2