Tony R. Martinez

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

A hybrid latent variable neural network model for item recommendation.

[BibT_eX]

[DOI]

Michael S. Gashler

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

An instance level analysis of data complexity.

[BibT_eX]

[DOI]

Mach. Learn., 2014

The Potential Benefits of Filtering Versus Hyper-Parameter Optimization.

[BibT_eX]

[DOI]

CoRR, 2014

Becoming More Robust to Label Noise with Classifier Diversity.

[BibT_eX]

[DOI]

CoRR, 2014

A Hierarchical Multi-Output Nearest Neighbor Model for Multi-Output Dependence Learning.

[BibT_eX]

[DOI]

Richard G. Morris

CoRR, 2014

Reducing the Effects of Detrimental Instances.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Machine Learning and Applications, 2014

An Easy to Use Repository for Comparing and Improving Machine Learning Algorithm Usage.

[BibT_eX]

[DOI]

Andrew White

Proceedings of the International Workshop on Meta-learning and Algorithm Selection co-located with 21st European Conference on Artificial Intelligence, 2014

Recommending Learning Algorithms and Their Associated Hyperparameters.

[BibT_eX]

[DOI]

Logan Mitchell

Proceedings of the International Workshop on Meta-learning and Algorithm Selection co-located with 21st European Conference on Artificial Intelligence, 2014

2013

A Comparative Evaluation of Curriculum Learning with Filtering and Boosting.

[BibT_eX]

[DOI]

CoRR, 2013

An Extensive Evaluation of Filtering Misclassified Instances in Supervised Classification Tasks.

[BibT_eX]

[DOI]

CoRR, 2013

Aggregate Certainty estimators.

[BibT_eX]

[DOI]

Comput. Intell., 2013

Automatic Generation of Music for Inducing Physiological Response.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

2012

Robust manifold learning with CycleCut.

[BibT_eX]

[DOI]

Connect. Sci., 2012

Automatic Algorithm Development Using New Reinforcement Programming Techniques.

[BibT_eX]

[DOI]

Spencer K. White

Comput. Intell., 2012

Automatic Generation of Melodic Accompaniments for Lyrics.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Computational Creativity, 2012

2011

Manifold Learning by Graduated Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2011

Improving classification accuracy by identifying and removing instances that should be misclassified.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

On the structure of algorithm spaces.

[BibT_eX]

[DOI]

Adam H. Peterson

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Turning Bayesian model averaging into Bayesian model combination.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Tangent space guided intelligent neighbor finding.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Temporal nonlinear dimensionality reduction.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Automatic Generation of Emotionally-Targeted Soundtracks.

[BibT_eX]

[DOI]

Proceedings of the Second International Conference on Computational Creativity, 2011

2010

Using learning algorithm behavior to chart task space: The DICES distance.

[BibT_eX]

[DOI]

Adam H. Peterson

Intell. Data Anal., 2010

Using multiple measures to predict confidence in instance classification.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

Automatic Generation of Music for Inducing Emotive Response.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Creativity, 2010

Generating a novel sort algorithm using Reinforcement Programming.

[BibT_eX]

[DOI]

Spencer K. White

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Generating three binary addition algorithms using reinforcement programming.

[BibT_eX]

[DOI]

Spencer K. White

Proceedings of the 48th Annual Southeast Regional Conference, 2010

2009

Improving Supervised Learning by Adapting the Problem to the Learner.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2009

Reducing Decision Tree Ensemble Size Using Parallel Decision DAGs.

[BibT_eX]

[DOI]

Adam H. Peterson

Int. J. Artif. Intell. Tools, 2009

Artificial neural network reduction through oracle learning.

[BibT_eX]

[DOI]

Intell. Data Anal., 2009

2008

A Bradley-Terry artificial neural network model for individual ratings in group competitions.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2008

Decision Tree Ensemble: Small Heterogeneous Is Better Than Large Homogeneous.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

2007

Learning by Discrimination: A Constructive Incremental Approach.

[BibT_eX]

[DOI]

J. Comput., 2007

Iterative Non-linear Dimensionality Reduction with Manifold Sculpting.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

2006

CB3: An Adaptive Error Function for Backpropagation Training.

[BibT_eX]

[DOI]

Michael Rimer

Neural Process. Lett., 2006

Classification-based objective functions.

[BibT_eX]

[DOI]

Michael Rimer

Mach. Learn., 2006

2005

Domain expert approximation through oracle learning.

[BibT_eX]

[DOI]

Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005

2004

Weighted Instance Typicality Search (WITS): A nearest neighbor data reduction algorithm.

[BibT_eX]

[DOI]

Brent D. Morring

Intell. Data Anal., 2004

Neural Networks and Machine Learning: Towards Fully Automated Learning.

[BibT_eX]

[DOI]

Proceedings of the 5th Mexican International Conference on Computer Science (ENC 2004), 2004

2003

The general inefficiency of batch training for gradient descent learning.

[BibT_eX]

[DOI]

Neural Networks, 2003

2002

Improved Backpropagation Learning in Neural Networks with Windowed Momentum.

[BibT_eX]

[DOI]

Ernest Istook

Int. J. Neural Syst., 2002

2001

DMP3: A Dynamic Multilayer Perceptron Construction Algorithm.

[BibT_eX]

[DOI]

Timothy L. Andersen

Int. J. Neural Syst., 2001

An algorithm for correcting mislabeled data.

[BibT_eX]

[DOI]

Intell. Data Anal., 2001

2000

Using a Neural Network to Approximate an Ensemble of Classifiers.

[BibT_eX]

[DOI]

Neural Process. Lett., 2000

Reduction Techniques for Instance-Based Learning Algorithms.

[BibT_eX]

[DOI]

Mach. Learn., 2000

Distribution-balanced stratified cross-validation for accuracy estimation.

[BibT_eX]

[DOI]

J. Exp. Theor. Artif. Intell., 2000

Quantum associative memory.

[BibT_eX]

[DOI]

Inf. Sci., 2000

An Integrated Instance-Based Learning Algorithm.

[BibT_eX]

[DOI]

Comput. Intell., 2000

Rescaling the Energy Function in Hopfield Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

The Inefficiency of Batch Training for Large Training Sets.

[BibT_eX]

[DOI]

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999

A New Relaxation Procedure in the Hopfield Network for Solving Optimization Problems.

[BibT_eX]

[DOI]

Neural Process. Lett., 1999

Extending the power and capacity of constraint satisfaction networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference Neural Networks, 1999

The robustness of relaxation rates in constraint satisfaction networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference Neural Networks, 1999

Combining cross-validation and confidence to measure fitness.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference Neural Networks, 1999

A neural model of centered tri-gram speech recognition.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference Neural Networks, 1999

Cross validation and MLP architecture selection.

[BibT_eX]

[DOI]

Tim Andersen

Proceedings of the International Joint Conference Neural Networks, 1999

The little neuron that could.

[BibT_eX]

[DOI]

Tim Andersen

Proceedings of the International Joint Conference Neural Networks, 1999

A New Activation Function in the Hopfield Network for Solving Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1999

Improving the Performance of the Hopfield Network By Using A Relaxation Rate.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1999

A Quantum Associative Memory Based on Grover's Algorithm.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1999

1997

Improved Heterogeneous Distance Functions.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 1997

A transformation strategy for implementing distributed, multilayer feedforward neural networks: Backpropagation transformation.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 1997

Instance Pruning Techniques.

[BibT_eX]

Proceedings of the Fourteenth International Conference on Machine Learning (ICML 1997), 1997

Improved Center Point Selection for Probabilistic Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1997

An Artificial Neuron with Quantum Mechanical Properties.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1997

1996

LIA: A Location-Independent Transformation for ASOCS Adaptive Algorithm 2.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 1996

Heterogeneous radial basis function networks.

[BibT_eX]

[DOI]

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Robust optimization using training set evolution.

[BibT_eX]

[DOI]

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

1995

A transformation for implementing localist neural networks.

[BibT_eX]

[DOI]

Neural Parallel Sci. Comput., 1995

Analysis of the Convergence and Generalization of AA1.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 1995

An Integrated Framework for Learning and Reasoning.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 1995

Using Evolutionary Computation to Generate Training Set Data for Neural Networks.

[BibT_eX]

[DOI]

Tim Andersen

Proceedings of the Artificial Neural Nets and Genetic Algorithms, 1995

A Transformation for Implementing Efficient Dynamic Backpropagation Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Nets and Genetic Algorithms, 1995

AA1*: A Dynamic Incremental Network that Learns by Discrimination.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Nets and Genetic Algorithms, 1995

1994

Proof of correctness for ASOCS AA3 networks.

[BibT_eX]

[DOI]

J. C. Barker

IEEE Trans. Syst. Man Cybern., 1994

The minimum feature set problem.

[BibT_eX]

[DOI]

Kevin S. Van Horn

Neural Networks, 1994

Location-Independent Transformations: a General Strategy for Implementing Neural Networks.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 1994

A VLSI implementation of a parallel, self-organizing learning model.

[BibT_eX]

[DOI]

Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

1993

The importance of using multiple styles of generalization.

[BibT_eX]

[DOI]

Proceedings of the First New Zealand International Two-Stream Conference on Artificial Neural Networks and Expert Systems, 1993

Towards a general distributed platform for learning and generalization.

[BibT_eX]

[DOI]

Brent W. Hughes

Proceedings of the First New Zealand International Two-Stream Conference on Artificial Neural Networks and Expert Systems, 1993

Using precepts to augment training set learning.

[BibT_eX]

[DOI]

Proceedings of the First New Zealand International Two-Stream Conference on Artificial Neural Networks and Expert Systems, 1993

1991

A self-organizing binary decision tree for incrementally defined rule-based systems.

[BibT_eX]

[DOI]

Douglas M. Campbell

IEEE Trans. Syst. Man Cybern., 1991

A Self-Adjusting Dynamic Logic Module.

[BibT_eX]

[DOI]

Douglas M. Campbell

J. Parallel Distributed Comput., 1991

1990

Smart memory architecture and methods.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 1990

Smart Memory: the Memory Processor Model.

[BibT_eX]

Proceedings of the Modelling the Innovation: Communications, 1990

1988

Adaptive Parallel Logic Networks.

[BibT_eX]

[DOI]