Ann Nicholson

Q: What Schools Are Affiliated With Ann Nicholson

Ann Nicholson is affiliated with the following schools: University of Oxford, University of Melbourne, University of Manchester, Monash University

Ann Nicholson's AcademicInfluence.com Rankings

Ann Nicholson

Computer Science

#4076

World Rank

#4292

Historical Rank

Database

#8535

World Rank

#8941

Historical Rank

computer-science Degrees

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Computer Science

Ann Nicholson's Degrees

Masters Computer Science University of Oxford
Bachelors Computer Science University of Oxford

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Why Is Ann Nicholson Influential?

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According to Wikipedia, Professor Ann E. Nicholson , is Dean in the Faculty of Information Technology of Australia's largest university, Monash University in Melbourne. She is a researcher in the specialised area of Bayesian networks.

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Ann Nicholson's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Bayesian Artificial Intelligence (2004) (775)
Parameterisation and evaluation of a Bayesian network for use in an ecological risk assessment (2007) (441)
Planning under Time Constraints in Stochastic Domains (1993) (274)
Bayesian Artificial Intelligence, Second Edition (2010) (263)
Planning With Deadlines in Stochastic Domains (1993) (254)
Bayesian Models for Keyhole Plan Recognition in an Adventure Game (2004) (234)
Dynamic Time Warping Averaging of Time Series Allows Faster and More Accurate Classification (2014) (197)
Predicting users' requests on the WWW (1999) (181)
Anomaly detection in vessel tracks using Bayesian networks (2014) (162)
Dynamic Belief Networks for Discrete Monitoring (1994) (137)
Bayesian Networks for Clinical Decision Support in Lung Cancer Care (2013) (122)
Incorporating expert knowledge when learning Bayesian network structure: A medical case study (2011) (121)
Faster and more accurate classification of time series by exploiting a novel dynamic time warping averaging algorithm (2016) (109)
Varieties of Causal Intervention (2004) (104)
Towards a Bayesian Model for Keyhole Plan Recognition in Large Domains (1997) (101)
Using Bayesian belief networks for change impact analysis in architecture design (2007) (77)
Pre-sending Documents on the WWW: A Comparative Study (1999) (73)
Parameterising Bayesian Networks (2004) (71)
Bayesian Poker (1999) (67)
Optimal area covering using genetic algorithms (2007) (60)
Learning Abnormal Vessel Behaviour from AIS Data with Bayesian Networks at Two Time Scales (2010) (48)
Seabreeze Prediction Using Bayesian Networks (2001) (46)
Sensor Validation Using Dynamic Belief Networks (1992) (45)
Using Mutual Information to Determine Relevance in Bayesian Networks (1998) (40)
Modelling spatial and temporal changes with GIS and Spatial and Dynamic Bayesian Networks (2016) (39)
AI 2009: Advances in Artificial Intelligence, 22nd Australasian Joint Conference, Melbourne, Australia, December 1-4, 2009. Proceedings (2009) (39)
Reducing the risk of house loss due to wildfires (2015) (38)
The Data Association Problem when Monitoring Robot Vehicles Using Dynamic Belief Networks (1992) (37)
Combining state and transition models with dynamic Bayesian networks (2011) (35)
The dynamic chain event graph (2015) (34)
Prediction of coffee rust disease using Bayesian networks (2012) (32)
Monitoring discrete environments using dynamic belief networks (robotics) (1992) (31)
Epidemiological data mining of cardiovascular Bayesian networks (2006) (29)
Fog Forecasting for Melbourne Airport Using a Bayesian Decision Network (2015) (28)
A Teaching Model Exploiting Cognitive Conflict Driven by a Bayesian Network (2003) (28)
Deliberation Scheduling for Time-Critical Sequential Decision Making (1993) (26)
Introducing Bayesian Networks (2010) (21)
Scaling Log-Linear Analysis to High-Dimensional Data (2013) (21)
A Case Study in Knowledge Discovery and Elicitation in an Intelligent Tutoring Application (2001) (20)
Predicting Change Impact in Architecture Design with Bayesian Belief Networks (2005) (20)
A Decision-Theoretic Approach for Pre-sending Information on the WWW (1998) (19)
Toward Approximate Planning in Very Large Stochastic Domains (1994) (19)
Using Goals to Find Plans with High Expected Utility (1993) (18)
Evolving Ethics: The New Science of Good and Evil (2010) (17)
Causal Discovery with Prior Information (2006) (17)
Suicide as an Evolutionarily Stable Strategy (2001) (16)
Fall Diagnosis using Dynamic Belief Networks (1996) (16)
BARD: A Structured Technique for Group Elicitation of Bayesian Networks to Support Analytic Reasoning (2020) (16)
Belief network algorithms: A study of performance based on domain characterization (1996) (15)
Knowledge Engineering Cardiovascular Bayesian Networks from the Literature (2005) (15)
Tackling Transition: Exposing Secondary School Students to Tertiary IT Teaching and Learning (2003) (14)
Developing an ontology for the meteorological forecasting process (2004) (13)
Decision Support for Clinical Cardiovascular Risk Assessment (2008) (13)
treeNets: A Framework for Anytime Evaluation of Belief Networks (1997) (13)
Probabilistic modeling of the relationship between socioeconomy and ecosystem services in cultural landscapes (2018) (12)
An Object-oriented Spatial and Temporal Bayesian Network for Managing Willows in an American Heritage River Catchment (2013) (12)
Parameterising Bayesian networks: a case study in ecological risk assessment (2005) (12)
Dynamic Non-uniform Abstractions for Approximate Planning in Large Structured Stochastic Domains (1998) (12)
Development of criteria for simplifying ecological risk models (2005) (11)
Data mining cardiovascular Bayesian networks (2005) (11)
Dealing with uncertainty in fog forecasting for major airports in Australia (2007) (9)
Trading Off Granularity against Complexity in Predictive Models for Complex Domains (2000) (9)
The Causal Interpretation of Bayesian Networks (2008) (8)
Exploring Risk Judgments in a Trade Dispute Using Bayesian Networks (2014) (8)
Chapter 13 An ALife Investigation on the Origins of Dimorphic Parental Investments (2005) (8)
Incorporating Expert Elicited Structural Information in the CaMML Causal Discovery Program (8)
A simulation study of the evolution of ageing (2007) (8)
Matilda: A visual tool for modeling with Bayesian networks (2006) (7)
Efficient Inference in Dynamic Belief Networks with Variable Temporal Resolution (2000) (7)
Square Root Unscented Particle Filtering for Grid Mapping (2009) (7)
Methodologies for teaching new programming languages: a case study teaching LISP (1997) (7)
DECLARATIVE DEBUGGING OF THE PARALLEL LOGIC PROGRAMMING LANGUAGE GHC. (1988) (7)
Fog forecasting at Melbourne airport using Bayesian networks (2007) (6)
ALife investigation of parental investment in reproductive strategies (2002) (6)
Trading Off Granularity against Complexity (2000) (6)
Dynamic Bayesian Networks for semantic localization in robotics (2014) (6)
Information-Theoretic Advisors in Invisible Chess (2001) (6)
Knowledge Engineering Tools for Probability Elicitation (2007) (6)
Arc Weights for Approximate Evaluation of Dynamic Belief Networks (1999) (5)
Faster and more accurate classification of time series by exploiting a novel dynamic time warping averaging algorithm (2015) (5)
Proximity-Based Non-uniform Abstractions for Approximate Planning (2014) (5)
HetFHMM: A Novel Approach to Infer Tumor Heterogeneity Using Factorial Hidden Markov Models (2015) (5)
Playing "invisible chess" with information-theoretic advisors (2001) (5)
Causal Discovery of Dynamic Bayesian Networks (2012) (5)
USING BAYESIAN DECISION NETWORKS TO PLAY TEXAS HOLD ’ EM POKER (2006) (5)
Latent Variable Discovery Using Dependency Patterns (2016) (4)
An Object-Oriented Dynamic Bayesian Decision Network Model for Grasslands Adaptive Management (2014) (4)
Structured Prediction of Sequences and Trees Using Infinite Contexts (2015) (4)
Structural Sensitivity for the Knowledge Engineering of Bayesian Networks (2014) (4)
iOOBN: A Bayesian Network Modelling Tool Using Object Oriented Bayesian Networks with Inheritance (2017) (4)
Learning and inference methodologies for hybrid dynamic Bayesian networks: a case study for a water reservoir system in Andalusia, Spain (2018) (4)
Bridging the gaps in test interpretation of SARS-CoV-2 through Bayesian network modelling (2020) (4)
The Evolution of Aging (2005) (4)
A State-Transition DBN for Management of Willows in an American Heritage River Catchment (2012) (4)
Scheduling Trains with Genetic Algorithms (1997) (4)
Proceedings of the 2005 International Conference on Simulation and Modelling (3)
DataZapper : A Tool for Generating Incomplete Datasets (2010) (3)
The essential roles of emotion in cognitive architecture (2000) (3)
Testing Punctuated Equilibrium Theory Using Evolutionary Activity Statistics (2009) (3)
DataZapper: Generating Incomplete Datasets (2009) (3)
ABC-BN: A tool for building, maintaining and using Bayesian networks in an environmental management application (2011) (3)
Knowledge Engineering with Bayesian Networks (2010) (3)
A Case Study in Dynamic Belief Networks: Monitoring Walking, Fall Prediction and Detection (1996) (3)
Swarm Aggregation and Formation Control for Robots with Limited Perception (2011) (2)
Individuals vs. BARD: Experimental Evaluation of an Online System for Structured, Collaborative Bayesian Reasoning (2020) (2)
A hybrid architecture for strategically complex imperfect information games (1999) (2)
Evaluation Methods for Learning About Users (1999) (2)
Knowledge Acquisition for Goal Prediction in a Multi-user Adventure Game (1998) (2)
Improving the production and evaluation of structural models using a Delphi process (2020) (2)
A Best-First Search Method for Anytime Evaluation of Belief Networks (1997) (2)
Matilda: A visual tool for modeling with Bayesian networks: Research Articles (2006) (2)
Intrinsic Learning of Dynamic Bayesian Networks (2014) (2)
Intelligent agents for an interactive multi-media game (1997) (2)
Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence (2009) (2)
Towards a Society of Affect-Driven Agents (1998) (2)
Species Selection of Aging for the Sake of Diversity (2008) (1)
Using a New Tool to Visualize Environmental Data for Bayesian Network Modelling (2015) (1)
Inferring Two-Level Hierarchical Gaussian Graphical Models to Discover Shared and Context-Specific Conditional Dependencies from High-Dimensional Heterogeneous Data (2020) (1)
Dynamic OOBNs applied to water management in dams (2016) (1)
Assessment of Small-Scale Wind Turbines to Meet High-Energy Demand in Mexico with Bayesian Decision Networks (2019) (1)
Proceedings of the Fourth Australian Women in Computing Workshop (1997) (1)
Bayesian Reasoning for Diagnosing Student Misconceptions about Decimals (1999) (1)
Learning Linear Causal Models (2010) (1)
Applying Dependency Patterns in Causal Discovery of Latent Variable Models (2017) (1)
Generating Incomplete Data with DataZapper (2009) (1)
Belief Network Inference Algorithms: a Study of Performance Based on Domain Characterisation (1996) (1)
Weight-directed search for anytime evaluation of belief networks (1997) (0)
Minimal Infeasible Sets of Connections : A Representationfor E cient Assembly Sequence PlanningMaria (1997) (0)
Knowledge-Based Assembly Modelling for Assembly Sequence Planning of Mechanical Products (2000) (0)
Learning Causal Models (2010) (0)
Bayesian Networks for Import Risk Assessment (2017) (0)
How to model COVID-19 pathophysiology during lockdown: remote elicitation of causal Bayesian networks from medical experts (2021) (0)
Planning Wit stic s (1993) (0)
Uncertainty in artificial intelligence : proceedings of the Thirtieth Conference (2014) : July 23-27, 2014, Quebec City, Quebec, Canada (2014) (0)
The iOOBN framework : technical details (2017) (0)
Chapter 24 The Evolution of Aging (2005) (0)
Uncertainty in artificial intelligence : proceedings of the Twenty-ninth Conference (2013) : July 12-14, 2013, Bellevue, Washington, United States (2013) (0)
LDCM Safe Operations Ascent Design (2012) (0)
Comparing individual structural models with the output from an SGRP Delphi group: Is there a significant improvement in model quality? (2018) (0)
European Workshop on Planning ( EWSP ’ 93 ) Using Goals to Find (2007) (0)
A probabilistic prediction-based replanning architecture for a UAV (2004) (0)
Incorporating expert knowledge when learning Bayesian network structure : Heart failure as a case study (2010) (0)
Observations from field trials with several elicitation techniques in an ecological domain (2008) (0)
TakeHeart II: A tool to support clinical cardiovascular risk assessment (2007) (0)
Time-Critical Planning and Scheduling inStochastic Domains ( Extended Abstract ) (2007) (0)
Take Heart II: A Modular Bayesian Decision Support System (2007) (0)
Welcome (2020) (0)
A Review on Probabilistic Graphical Models and Tools (2022) (0)
Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence (2013) (2013) (0)
Open Science COVID-19 Management Using Bayesian Inference (2020) (0)
KEBN Case Studies (2010) (0)
Modeling COVID-19 disease processes by remote elicitation of causal Bayesian networks from medical experts (2022) (0)
Inference in Bayesian Networks (2010) (0)
Editorial: Applications of Bayesian networks (2014) (0)
A tool for visualising the output of a DBN for fog forecasting (Abstract only) (2015) (0)
What mechanisms have produced a self-regulating Earth system? (2020) (0)
Learning Discrete Causal Structure (2010) (0)
Bayesian Network Classifiers (2010) (0)
Time-Critical Planning and Scheduling Research atBrown (2008) (0)
Improving Student Engagement in Software Engineering with Computer-supported Groupwork (2012) (0)
Preface (2014) (0)
Uncertainty In Artificial Intelligence (2010) (0)
BARD: A structured method and application for collaboratively building Bayesian networks to support human reasoning and decisions (2021) (0)
LDCM Flight Dynamics System (2012) (0)
Applications of Bayesian Networks (2010) (0)

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What Schools Are Affiliated With Ann Nicholson?

Ann Nicholson is affiliated with the following schools:

Ann Nicholson's Academic­Influence.com Rankings