The Data Association Problem when Monitoring Robot Vehicles Using Dynamic Belief Networks. - Ann E. Nicholson; Michael Brady 001 (ECAI, 1992)

Sensor Validation Using Dynamic Belief Networks. - Ann E. Nicholson; J. Michael Brady (UAI, 1992)

Planning With Deadlines in Stochastic Domains. - Thomas L. Dean; Leslie Pack Kaelbling; Jak Kirman; Ann E. Nicholson (AAAI, 1993)

Deliberation Scheduling for Time-Critical Sequential Decision Making. - Thomas L. Dean; Leslie Pack Kaelbling; Jak Kirman; Ann E. Nicholson (UAI, 1993)

Dynamic Belief Networks for Discrete Monitoring. - Ann E. Nicholson; J. Michael Brady (IEEE Trans. Syst. Man Cybern. Syst., 1994)

Planning under Time Constraints in Stochastic Domains. - Thomas L. Dean; Leslie Pack Kaelbling; Jak Kirman; Ann E. Nicholson (Artif. Intell., 1995)

Belief network algorithms: A study of performance based on domain characterization. - Nathalie Jitnah; Ann E. Nicholson (PRICAI Workshops, 1996)

Fall Diagnosis using Dynamic Belief Networks. - Ann E. Nicholson (PRICAI, 1996)

Methodologies for teaching new programming languages: a case study teaching LISP. - Ann E. Nicholson; K. M. Fraser (ACSE, 1997)

treeNets: A Framework for Anytime Evaluation of Belief Networks. - Nathalie Jitnah; Ann E. Nicholson (ECSQARU-FAPR, 1997)

Scheduling Trains with Genetic Algorithms. - Ariel E. Bud; Ann E. Nicholson (ICONIP (2), 1997)

A Best-First Search Method for Anytime Evaluation of Belief Networks. - Nathalie Jitnah; Ann E. Nicholson (ICONIP (1), 1997)

Knowledge Acquisition for Goal Prediction in a Multi-user Adventure Game. - David W. Albrecht; Ann E. Nicholson; Ingrid Zukerman (PAKDD, 1998)

Dynamic Non-uniform Abstractions for Approximate Planning in Large Structured Stochastic Domains. - Jiri Baum; Ann E. Nicholson (PRICAI, 1998)

Using Mutual Information to Determine Relevance in Bayesian Networks. - Ann E. Nicholson; Nathalie Jitnah (PRICAI, 1998)

A Decision-Theoretic Approach for Pre-sending Information on the WWW. - Ann E. Nicholson; Ingrid Zukerman; David W. Albrecht (PRICAI, 1998)

Bayesian Models for Keyhole Plan Recognition in an Adventure Game. - David W. Albrecht; Ingrid Zukerman; Ann E. Nicholson (User Model. User Adapt. Interact., 1998)

Bayesian Reasoning for Diagnosing Student Misconceptions about Decimals. - Elise Dettmann; Ann E. Nicholson; Liz Sonenberg; Kaye Stacey; Vicki Steinle (Australian Joint Conference on Artificial Intelligence, 1999)

Arc Weights for Approximate Evaluation of Dynamic Belief Networks. - Nathalie Jitnah; Ann E. Nicholson (Australian Joint Conference on Artificial Intelligence, 1999)

Pre-sending Documents on the WWW: A Comparative Study. - David W. Albrecht; Ingrid Zukerman; Ann E. Nicholson (IJCAI, 1999)

A hybrid architecture for strategically complex imperfect information games. - Ariel E. Bud; Ann E. Nicholson; Ingrid Zukerman; David W. Albrecht (KES, 1999)

Bayesian Poker. - Kevin B. Korb; Ann E. Nicholson; Nathalie Jitnah (UAI, 1999)

Efficient Inference in Dynamic Belief Networks with Variable Temporal Resolution. - Tim A. Wilkin 001; Ann E. Nicholson (PRICAI, 2000)

Trading Off Granularity against Complexity. - Ingrid Zukerman; David W. Albrecht; Ann E. Nicholson; Krystyna Doktor (PRICAI, 2000)

Information-Theoretic Advisors in Invisible Chess. - Ariel E. Bud; David W. Albrecht; Ann E. Nicholson; Ingrid Zukerman (AISTATS, 2001)

Suicide as an Evolutionarily Stable Strategy. - Steven Mascaro; Kevin B. Korb; Ann E. Nicholson (ECAL, 2001)

Seabreeze Prediction Using Bayesian Networks. - Russell J. Kennett; Kevin B. Korb; Ann E. Nicholson (PAKDD, 2001)

A Case Study in Knowledge Discovery and Elicitation in an Intelligent Tutoring Application. - Ann E. Nicholson; Tal Boneh; Tim A. Wilkin 001; Kaye Stacey; Liz Sonenberg; Vicki Steinle (UAI, 2001)

A Teaching Model Exploiting Cognitive Conflict Driven by a Bayesian Network. - Kaye Stacey; Liz Sonenberg; Ann E. Nicholson; Tal Boneh; Vicki Steinle (User Modeling, 2003)

Tackling Transition: Exposing Secondary School Students to Tertiary IT Teaching and Learning. - Judy Sheard; Gordon S. Lowe; Ann E. Nicholson; Jason Ceddia (J. Inf. Technol. Educ., 2003)

Bayesian Artificial Intelligence. - Kevin B. Korb; Ann E. Nicholson (Chapman & Hall, 2004)

Parameterising Bayesian Networks. - Owen Woodberry; Ann E. Nicholson; Kevin B. Korb; Carmel A. Pollino (Australian Conference on Artificial Intelligence, 2004)

Varieties of Causal Intervention. - Kevin B. Korb; Lucas R. Hope; Ann E. Nicholson; Karl Axnick (PRICAI, 2004)

Chapter 13 An ALife Investigation on the Origins of Dimorphic Parental Investments. - Steven Mascaro; Kevin B. Korb; Ann E. Nicholson (Recent Advances in Artificial Life, 2005)

Chapter 24 The Evolution of Aging. - Owen Woodberry; Kevin B. Korb; Ann E. Nicholson (Recent Advances in Artificial Life, 2005)

Predicting Change Impact in Architecture Design with Bayesian Belief Networks. - Antony Tang; Yan Jin; Jun Han 004; Ann E. Nicholson (WICSA, 2005)

Causal Discovery with Prior Information. - Rodney T. O'Donnell; Ann E. Nicholson; B. Han; Kevin B. Korb; M. J. Alam; Lucas R. Hope (Australian Conference on Artificial Intelligence, 2006)

Matilda: A visual tool for modeling with Bayesian networks. - Tal Boneh; Ann E. Nicholson; Elizabeth A. Sonenberg (Int. J. Intell. Syst., 2006)

Take Heart II: A Modular Bayesian Decision Support System. - Kevin B. Korb; Ann E. Nicholson; Lucas R. Hope (ACSW, 2007)

Parameterisation and evaluation of a Bayesian network for use in an ecological risk assessment. - Carmel A. Pollino; Owen Woodberry; Ann E. Nicholson; Kevin B. Korb; Barry T. Hart (Environ. Model. Softw., 2007)

Using Bayesian belief networks for change impact analysis in architecture design. - Antony Tang; Ann E. Nicholson; Yan Jin; Jun Han 004 (J. Syst. Softw., 2007)

Species Selection of Aging for the Sake of Diversity. - Owen Woodberry; Kevin B. Korb; Ann E. Nicholson (ALIFE, 2008)

Observations from field trials with several elicitation techniques in an ecological domain. - Colette R. Thomas; Ann E. Nicholson; Barry T. Hart (BMA, 2008)

The Causal Interpretation of Bayesian Networks. - Kevin B. Korb; Ann E. Nicholson (Innovations in Bayesian Networks, 2008)

Testing Punctuated Equilibrium Theory Using Evolutionary Activity Statistics. - Owen Woodberry; Kevin B. Korb; Ann E. Nicholson (ACAL, 2009)

Square Root Unscented Particle Filtering for Grid Mapping. - Simone Zandara; Ann E. Nicholson (Australasian Conference on Artificial Intelligence, 2009)

DataZapper: Generating Incomplete Datasets. - Yingying Wen; Kevin B. Korb; Ann E. Nicholson (ICAART, 2009)

Generating Incomplete Data with DataZapper. - Yingying Wen; Kevin B. Korb; Ann E. Nicholson (ICAART (Revised Selected Papers), 2009)

Incorporating expert knowledge when learning Bayesian network structure: A medical case study. - M. Julia Flores; Ann E. Nicholson; Andrew Brunskill; Kevin B. Korb; Steven Mascaro (Artif. Intell. Medicine, 2011)

Swarm Aggregation and Formation Control for Robots with Limited Perception. - Paulo A. Jiménez; Bijan Shirinzadeh; Denny Oetomo; Ann E. Nicholson (Int. J. Robotics Autom., 2011)

Causal Discovery of Dynamic Bayesian Networks. - Cora Beatriz Pérez-Ariza; Ann E. Nicholson; Kevin B. Korb; Steven Mascaro; Chao Heng Hu (Australasian Conference on Artificial Intelligence, 2012)

A State-Transition DBN for Management of Willows in an American Heritage River Catchment. - Ann E. Nicholson; Yung En Chee; Pedro Quintana-Ascencio (BMA, 2012)

Proximity-Based Non-uniform Abstractions for Approximate Planning. - Jiri Baum; Ann E. Nicholson; Trevor I. Dix (J. Artif. Intell. Res., 2012)

Scaling Log-Linear Analysis to High-Dimensional Data. - François Petitjean; Geoffrey I. Webb; Ann E. Nicholson (ICDM, 2013)

An Object-oriented Spatial and Temporal Bayesian Network for Managing Willows in an American Heritage River Catchment. - Lauchlin A. T. Wilkinson; Yung En Chee; Ann E. Nicholson; Pedro Quintana-Ascencio (UAI Application Workshops, 2013)

Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence (2013). - Ann E. Nicholson; Padhraic Smyth (CoRR, 2013)

Dynamic Time Warping Averaging of Time Series Allows Faster and More Accurate Classification. - François Petitjean; Germain Forestier; Geoffrey I. Webb; Ann E. Nicholson; Yanping Chen 005; Eamonn J. Keogh (ICDM, 2014)

Structural Sensitivity for the Knowledge Engineering of Bayesian Networks. - David W. Albrecht; Ann E. Nicholson; Chris Whittle (Probabilistic Graphical Models, 2014)

Intrinsic Learning of Dynamic Bayesian Networks. - Alex Black; Kevin B. Korb; Ann E. Nicholson (PRICAI, 2014)

An Object-Oriented Dynamic Bayesian Decision Network Model for Grasslands Adaptive Management. - Owen Woodberry; Jess Millett-Riley; Steve Sinclair; Ann E. Nicholson (BMA@UAI, 2014)

Anomaly detection in vessel tracks using Bayesian networks. - Steven Mascaro; Ann E. Nicholson; Kevin B. Korb (Int. J. Approx. Reason., 2014)

Preface. - Ann E. Nicholson; Fábio Gagliardi Cozman (Int. J. Approx. Reason., 2014)

Using a New Tool to Visualize Environmental Data for Bayesian Network Modelling. - Rosa F. Ropero; Ann E. Nicholson; Kevin B. Korb (CAEPIA, 2015)

Structured Prediction of Sequences and Trees Using Infinite Contexts. - Ehsan Shareghi; Gholamreza Haffari; Trevor Cohn; Ann E. Nicholson (ECML/PKDD (2), 2015)

Reducing the risk of house loss due to wildfires. - Trent D. Penman; Ann E. Nicholson; Ross A. Bradstock; Luke Collins; S. H. Penman; Owen F. Price (Environ. Model. Softw., 2015)

Latent Variable Discovery Using Dependency Patterns. - Xuhui Zhang; Kevin B. Korb; Ann E. Nicholson; Steven Mascaro (CoRR, 2016)

Modelling spatial and temporal changes with GIS and Spatial and Dynamic Bayesian Networks. - Yung En Chee; Lauchlin A. T. Wilkinson; Ann E. Nicholson; Pedro Quintana-Ascencio; John E. Fauth; Dianne L. Hall; Kimberli J. Ponzio; Libby Rumpff (Environ. Model. Softw., 2016)

Faster and more accurate classification of time series by exploiting a novel dynamic time warping averaging algorithm. - François Petitjean; Germain Forestier; Geoffrey I. Webb; Ann E. Nicholson; Yanping Chen 005; Eamonn J. Keogh (Knowl. Inf. Syst., 2016)

Applying Dependency Patterns in Causal Discovery of Latent Variable Models. - Xuhui Zhang; Kevin B. Korb; Ann E. Nicholson; Steven Mascaro (ACALCI, 2017)

iOOBN: A Bayesian Network Modelling Tool Using Object Oriented Bayesian Networks with Inheritance. - Md. Samiullah 001; Thao Xuan Hoang; David W. Albrecht; Ann E. Nicholson; Kevin B. Korb (ICTAI, 2017)

On the Modelling of the Energy System of a Country for Decision Making Using Bayesian Artificial Intelligence - A Case Study for Mexico. - Mónica Borunda; Ann E. Nicholson; Raul Garduño Ramírez; Hoss Sadafi (MICAI (2), 2018)

HetFHMM: A Novel Approach to Infer Tumor Heterogeneity Using Factorial Hidden Markov Models. - Mohammad S. Rahman; Ann E. Nicholson; Gholamreza Haffari (J. Comput. Biol., 2018)

Assessment of Small-Scale Wind Turbines to Meet High-Energy Demand in Mexico with Bayesian Decision Networks. - Mónica Borunda; Raul Garduño Ramírez; Ann E. Nicholson; Javier de la Cruz (MICAI, 2019)

Predicting the causative pathogen among children with osteomyelitis using Bayesian networks - improving antibiotic selection in clinical practice. - Yue Wu; Charlie McLeod; Christopher C. Blyth; Asha Bowen; Andrew Martin; Ann E. Nicholson; Steven Mascaro; Tom Snelling (Artif. Intell. Medicine, 2020)

Welcome. - Sue Moon; Ann E. Nicholson; Abhik Roychoudhury (Commun. ACM, 2020)

BARD: A structured technique for group elicitation of Bayesian networks to support analytic reasoning. - Ann E. Nicholson; Kevin B. Korb; Erik P. Nyberg; Michael Wybrow; Ingrid Zukerman; Steven Mascaro; Shreshth Thakur; Abraham Oshni Alvandi; Jeff Riley; Ross Pearson; Shane Morris; Matthieu Herrmann; et al. (CoRR, 2020)

Inferring Two-Level Hierarchical Gaussian Graphical Models to Discover Shared and Context-Specific Conditional Dependencies from High-Dimensional Heterogeneous Data. - Mohammad S. Rahman; Ann E. Nicholson; Gholamreza Haffari (SN Comput. Sci., 2020)

Automated construction of an Object-Oriented Bayesian Network (OOBN) Class Hierarchy. - Md. Samiullah 001; Ann E. Nicholson; David W. Albrecht (ICTAI, 2022)

Shareable and Inheritable Incremental Compilation in iOOBN. - Md. Samiullah 001; Ann E. Nicholson; David W. Albrecht (PRICAI (2), 2023)

The practice of qualitative parameterisation in the development of Bayesian networks. - Steven Mascaro; Owen Woodberry; Yue Wu; Ann E. Nicholson (CoRR, 2024)

Causal knowledge engineering: A case study from COVID-19. - Steven Mascaro; Yue Wu; Ross Pearson; Owen Woodberry; Jessica Ramsay; Tom Snelling; Ann E. Nicholson (CoRR, 2024)

User-centric Music Recommendations. - Jaime Ramírez Castillo; M. Julia Flores; Ann E. Nicholson (CoRR, 2025)