A Probabilistic Approach for Argument Interpretation
User Modeling and User-Adapted Interaction
A programming paradigm for machine learning, with a case study of Bayesian networks
ACSC '06 Proceedings of the 29th Australasian Computer Science Conference - Volume 48
IEEE Transactions on Pattern Analysis and Machine Intelligence
Universal Intelligence: A Definition of Machine Intelligence
Minds and Machines
A Graphical Model for Content Based Image Suggestion and Feature Selection
PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases
Case-Based Reasoning and the Statistical Challenges
ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning
Learning a Generative Model for Structural Representations
AI '08 Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Concepts for novelty detection and handling based on a case-based reasoning process scheme
Engineering Applications of Artificial Intelligence
International Journal of Remote Sensing
A Statistical Approach for Binary Vectors Modeling and Clustering
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Shape and texture clustering: Best estimate for the clusters number
Image and Vision Computing
A computational approximation to the AIXI model
Proceedings of the 2008 conference on Artificial General Intelligence 2008: Proceedings of the First AGI Conference
A meta-learning approach for selecting between response automation strategies in a help-desk domain
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Balancing conflicting factors in argument interpretation
SigDIAL '06 Proceedings of the 7th SIGdial Workshop on Discourse and Dialogue
An empirical study of corpus-based response automation methods for an e-mail-based help-desk domain
Computational Linguistics
Universal models for the exponential distribution
IEEE Transactions on Information Theory
Information-Theoretic Image Reconstruction and Segmentation from Noisy Projections
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
MML Invariant Linear Regression
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
Enhancing MML Clustering Using Context Data with Climate Applications
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
Concepts for novelty detection and handling based on a case-based reasoning process scheme
ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications
Tomographic reconstruction of images from noisy projections: a preliminary study
AI'07 Proceedings of the 20th Australian joint conference on Advances in artificial intelligence
Model-based subspace clustering of non-Gaussian data
Neurocomputing
Measuring universal intelligence: Towards an anytime intelligence test
Artificial Intelligence
Proceedings of the 1st ACM International Health Informatics Symposium
A machine learning approach for identifying subtypes of autism
Proceedings of the 1st ACM International Health Informatics Symposium
Krimp: mining itemsets that compress
Data Mining and Knowledge Discovery
Model order selection for boolean matrix factorization
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning inverted dirichlet mixtures for positive data clustering
RSFDGrC'11 Proceedings of the 13th international conference on Rough sets, fuzzy sets, data mining and granular computing
Compression and intelligence: social environments and communication
AGI'11 Proceedings of the 4th international conference on Artificial general intelligence
Contourlet-based texture retrieval using a mixture of generalized gaussian distributions
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
Incorporating expert knowledge when learning Bayesian network structure: A medical case study
Artificial Intelligence in Medicine
Decision forests with oblique decision trees
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
A preliminary MML linear classifier using principal components for multiple classes
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
On the foundations of universal sequence prediction
TAMC'06 Proceedings of the Third international conference on Theory and Applications of Models of Computation
MML inference of oblique decision trees
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Learning hybrid bayesian networks by MML
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
MML mixture models of heterogeneous poisson processes with uniform outliers for bridge deterioration
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Causal discovery with prior information
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Feature reinforcement learning in practice
EWRL'11 Proceedings of the 9th European conference on Recent Advances in Reinforcement Learning
Summarizing data succinctly with the most informative itemsets
ACM Transactions on Knowledge Discovery from Data (TKDD) - Special Issue on the Best of SIGKDD 2011
Dynamic Programming Approach for Partial Decision Rule Optimization
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P)
Unsupervised feature and model selection for generalized Dirichlet mixture models
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Summarizing categorical data by clustering attributes
Data Mining and Knowledge Discovery
Minimum message length inference and mixture modelling of inverse gaussian distributions
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
MML logistic regression with translation and rotation invariant priors
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Causal discovery of dynamic bayesian networks
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
On online high-dimensional spherical data clustering and feature selection
Engineering Applications of Artificial Intelligence
On Potential Cognitive Abilities in the Machine Kingdom
Minds and Machines
How universal can an intelligence test be?
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
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