Dan Ventura

According to our database1, Dan Ventura
  • authored at least 93 papers between 1999 and 2017.
  • has a "Dijkstra number"2 of four.

Timeline

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Bibliography

2017
Autoencoder-Enhanced Sum-Product Networks.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Online Structure-Search for Sum-Product Networks.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

2016
Musical Motif Discovery from Non-Musical Inspiration Sources.
Computers in Entertainment, 2016

ScaffoldScaffolder: solving contig orientation via bidirected to directed graph reduction.
Bioinformatics, 2016

Mere Generation: Essential Barometer or Dated Concept?
Proceedings of the Seventh International Conference on Computational Creativity, UPMC, Paris, France, June 27, 2016

Before A Computer Can Draw, It Must First Learn To See.
Proceedings of the Seventh International Conference on Computational Creativity, UPMC, Paris, France, June 27, 2016

Beyond computational intelligence to computational creativity in games.
Proceedings of the IEEE Conference on Computational Intelligence and Games, 2016

Creating Images by Learning Image Semantics Using Vector Space Models.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
A coherent mathematical characterization of isotope trace extraction, isotopic envelope extraction, and LC-MS correspondence.
BMC Bioinformatics, 2015

LC-MS alignment in theory and practice: a comprehensive algorithmic review.
Briefings in Bioinformatics, 2015

Greedy Structure Search for Sum-Product Networks.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Data-Driven Kernels via Semi-supervised Clustering on the Manifold.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Accounting for Bias in the Evaluation of Creative Computational Systems: An Assessment of DARCI.
Proceedings of the Sixth International Conference on Computational Creativity, Park City, Utah, USA, June 29, 2015

The man behind the curtain: Overcoming skepticism about creative computers.
Proceedings of the Sixth International Conference on Computational Creativity, Park City, Utah, USA, June 29, 2015

Imagining Imagination: A Computational Framework Using Associative Memory Models and Vector Space Models.
Proceedings of the Sixth International Conference on Computational Creativity, Park City, Utah, USA, June 29, 2015

The Painting Fool Sees! New Projects with the Automated Painter.
Proceedings of the Sixth International Conference on Computational Creativity, Park City, Utah, USA, June 29, 2015

2014
Conveying Semantics through Visual Metaphor.
ACM TIST, 2014

Improving Multilabel Classification by Avoiding Implicit Negativity with Incomplete Data.
Computational Intelligence, 2014

Proteomics, lipidomics, metabolomics: a mass spectrometry tutorial from a computer scientist's point of view.
BMC Bioinformatics, 2014

Controlling for confounding variables in MS-omics protocol: why modularity matters.
Briefings in Bioinformatics, 2014

Using Spectral Features to Improve Sentiment Analysis.
Proceedings of the 13th International Conference on Machine Learning and Applications, 2014

Improving Spectral Learning by Using Multiple Representations.
Proceedings of the 13th International Conference on Machine Learning and Applications, 2014

Autonomously Managing Competing Objectives to Improve the Creation and Curation of Artifacts.
Proceedings of the Fifth International Conference on Computational Creativity, 2014

Musical Motif Discovery in Non-musical Media.
Proceedings of the Fifth International Conference on Computational Creativity, 2014

You Can't Know my Mind: A Festival of Computational Creativity.
Proceedings of the Fifth International Conference on Computational Creativity, 2014

Nehovah: A Neologism Creator Nomen Ipsum.
Proceedings of the Fifth International Conference on Computational Creativity, 2014

Can a Computer be Lucky? And Other Ridiculous Questions Posed by Computational Creativity.
Proceedings of the Artificial General Intelligence - 7th International Conference, 2014

2013
Adapting ADtrees for improved performance on large datasets with high-arity features.
Knowl. Inf. Syst., 2013

Rubabel: Wrapping OpenBabel with Ruby.
J. Cheminformatics, 2013

A general model for continuous noninvasive pulmonary artery pressure estimation.
Comp. in Bio. and Med., 2013

Novel algorithms and the benefits of comparative validation.
Bioinformatics, 2013

Statistical agglomeration: peak summarization for direct infusion lipidomics.
Bioinformatics, 2013

Semantic Models as a Combination of Free Association Norms and Corpus-Based Correlations.
Proceedings of the 2013 IEEE Seventh International Conference on Semantic Computing, 2013

An Empirical Comparison of Spectral Learning Methods for Classification.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Autonomously Communicating Conceptual Knowledge Through Visual Art.
Proceedings of the Fourth International Conference on Computational Creativity, 2013

Automatic Generation of Music for Inducing Physiological Response.
Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

2012
A direct boosting algorithm for the k-nearest neighbor classifier via local warping of the distance metric.
Pattern Recognition Letters, 2012

Phylogenetic search through partial tree mixing.
BMC Bioinformatics, 2012

Learning the Architecture of Sum-Product Networks Using Clustering on Variables.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Automatic Composition from Non-musical Inspiration Sources.
Proceedings of the Third International Conference on Computational Creativity, Dublin, Ireland, May 30, 2012

Soup Over Bean of Pure Joy: Culinary Ruminations of an Artificial Chef.
Proceedings of the Third International Conference on Computational Creativity, Dublin, Ireland, May 30, 2012

Automatic Generation of Melodic Accompaniments for Lyrics.
Proceedings of the Third International Conference on Computational Creativity, Dublin, Ireland, May 30, 2012

Algorithmically Flexible Style Composition Through Multi-Objective Fitness Functions.
Proceedings of the Musical Metacreation, 2012

Rational Irrationality.
Proceedings of the Game Theory for Security, 2012

2011
Manifold Learning by Graduated Optimization.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2011

A SOM-based multimodal system for musical query-by-content.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

No Free Lunch in the Search for Creativity.
Proceedings of the Second International Conference on Computational Creativity, 2011

Autonomously Creating Quality Images.
Proceedings of the Second International Conference on Computational Creativity, 2011

Automatic Generation of Emotionally-Targeted Soundtracks.
Proceedings of the Second International Conference on Computational Creativity, 2011

Fitness function: turning the loop inside out.
Proceedings of the 8th Conference on Creativity & Cognition, 2011

An artistic dialogue with the artificial.
Proceedings of the 8th Conference on Creativity & Cognition, 2011

2010
Improving liquid state machines through iterative refinement of the reservoir.
Neurocomputing, 2010

Cognitive and Behavioral Model Ensembles for Autonomous Virtual Characters.
Computational Intelligence, 2010

Noninvasive diagnosis of pulmonary hypertension using heart sound analysis.
Comp. in Bio. and Med., 2010

Establishing Appreciation in a Creative System.
Proceedings of the International Conference on Computational Creativity, 2010

Automatic Generation of Music for Inducing Emotive Response.
Proceedings of the International Conference on Computational Creativity, 2010

2009
Improving the separability of a reservoir facilitates learning transfer.
Proceedings of the International Joint Conference on Neural Networks, 2009

Music recommendation and query-by-content using Self-Organizing Maps.
Proceedings of the International Joint Conference on Neural Networks, 2009

Search Techniques for Fourier-Based Learning.
Proceedings of the IJCAI 2009, 2009

Real-time Automatic Price Prediction for eBay Online Trading.
Proceedings of the Twenty-First Conference on Innovative Applications of Artificial Intelligence, 2009

Super-resolution via recapture and Bayesian effect modeling.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

A sub-symbolic model of the cognitive processes of re-representation and insight.
Proceedings of the 7th Conference on Creativity & Cognition, Berkeley, 2009

2008
Demonstration-Based Behavior Programming for Embodied Virtual Agents.
Computational Intelligence, 2008

AAAI 2008 Spring Symposia Reports.
AI Magazine, 2008

Sentiment Regression: Using Real-Valued Scores to Summarize Overall Document Sentiment.
Proceedings of the 2th IEEE International Conference on Semantic Computing (ICSC 2008), 2008

Preface.
Proceedings of the Creative Intelligent Systems, 2008

Organizing Committee.
Proceedings of the Creative Intelligent Systems, 2008

Sub-symbolic Re-representation to Facilitate Learning Transfer.
Proceedings of the Creative Intelligent Systems, 2008

Data-Driven Programming and Behavior for Autonomous Virtual Characters.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

Adapting ADtrees for High Arity Features.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
A data-dependent distance measure for transductive instance-based learning.
Proceedings of the IEEE International Conference on Systems, 2007

Robust multi-modal biometric fusion via multiple SVMs.
Proceedings of the IEEE International Conference on Systems, 2007

ADtrees for sequential data and n-gram Counting.
Proceedings of the IEEE International Conference on Systems, 2007

Iterative Non-linear Dimensionality Reduction with Manifold Sculpting.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Predicting and Preventing Coordination Problems in Cooperative Q-learning Systems.
Proceedings of the IJCAI 2007, 2007

Learning Policies for Embodied Virtual Agents through Demonstration.
Proceedings of the IJCAI 2007, 2007

The Hough Transform's Implicit Bayesian Foundation.
Proceedings of the International Conference on Image Processing, 2007

2006
Geometric Task Decomposition in a Multi-Agent Environment.
Applied Artificial Intelligence, 2006

Preparing More Effective Liquid State Machines Using Hebbian Learning.
Proceedings of the International Joint Conference on Neural Networks, 2006

Spatiotemporal Pattern Recognition via Liquid State Machines.
Proceedings of the International Joint Conference on Neural Networks, 2006

Learning a Rendezvous Task with Dynamic Joint Action Perception.
Proceedings of the International Joint Conference on Neural Networks, 2006

Learning Quantum Operators From Quantum State Pairs.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Fast and Robust Incremental Action Prediction for Interactive Agents.
Computational Intelligence, 2005

A practical generalization of Fourier-based learning.
Proceedings of the Machine Learning, 2005

2003
Training a Quantum Neural Network.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Dynamic Joint Action Perception for Q-Learning Agents.
Proceedings of the 2003 International Conference on Machine Learning and Applications, 2003

2002
Pattern Classification Using a Quantum System.
Proceedings of the 6th Joint Conference on Information Science, 2002

2000
Quantum associative memory.
Inf. Sci., 2000

Quantum computing and neural information processing.
Inf. Sci., 2000

Quantum associative memory with distributed queries.
Inf. Sci., 2000

1999
The robustness of relaxation rates in constraint satisfaction networks.
Proceedings of the International Joint Conference Neural Networks, 1999

A neural model of centered tri-gram speech recognition.
Proceedings of the International Joint Conference Neural Networks, 1999

Implementing competitive learning in a quantum system.
Proceedings of the International Joint Conference Neural Networks, 1999


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