Fernando Lozano

According to our database, Fernando Lozano authored at least 17 papers between 1997 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Demonstration of Multiagent Reinforcement Learning Applied to Traffic Light Signal Control.

Carolina Higuera, Fernando Lozano, Edgar Camilo Camacho, Carlos Hernando Higuera

Proceedings of the Advances in Practical Applications of Survivable Agents and Multi-Agent Systems: The PAAMS Collection, 2019

Multiagent Reinforcement Learning Applied to Traffic Light Signal Control.

Carolina Higuera, Fernando Lozano, Edgar Camilo Camacho, Carlos Hernando Higuera

Proceedings of the Advances in Practical Applications of Survivable Agents and Multi-Agent Systems: The PAAMS Collection, 2019

2015

Optimal Nudging: Solving Average-Reward Semi-Markov Decision Processes as a Minimal Sequence of Cumulative Tasks.

Reinaldo Uribe Muriel, Fernando Lozano, Charles Anderson

CoRR, 2015

Online Pairwise Ranking Based on Graph Edge-Connectivity.

Carlos A. Quintero, Reinaldo Uribe, Juan M. Calderón, Fernando Lozano

Proceedings of the Innovations in Bio-Inspired Computing and Applications, 2015

2013

Locally Linear Minimum Spanning Trees for Manifold Learning.

Carlos A. Quintero, Fernando Lozano

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Learning to Rank Drug Combinations.

Fernando Lozano

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

2011

Foraging theory for dimensionality reduction of clustered data.

Luis Felipe Giraldo, Fernando Lozano, Nicanor Quijano

Mach. Learn., 2011

Automatic detection of abnormal vascular cross-sections based on density level detection and support vector machines.

Maria A. Zuluaga, Isabelle E. Magnin, Marcela Hernández Hoyos, Edgar J. F. Delgado Leyton, Fernando Lozano, Maciej Orkisz

Int. J. Comput. Assist. Radiol. Surg., 2011

Discount and speed/execution tradeoffs in Markov Decision Process games.

Reinaldo Uribe, Fernando Lozano, Katsunari Shibata, Charles Anderson

Proceedings of the 2011 IEEE Conference on Computational Intelligence and Games, 2011

2010

Multiple Kernel Learning for Ontology Instance Matching.

Diego Ardila, José Abásolo, Fernando Lozano

Proceedings of the KEOD 2010, 2010

2007

Boosting Support Vector Machines.

Elkin García, Fernando Lozano

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

2005

Boosting of support vector machines with application to editing.

Pedro Rangel, Fernando Lozano, Elkin García

Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005

Algorithms for parallel boosting.

Fernando Lozano, Pedro Rangel

Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005

Self bounding genetic algorithms for machine learning.

Fernando Lozano, Vladimir Koltchinskii

Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005

2001

Further Explanation of the Effectiveness of Voting Methods: The Game between Margins and Weights.

Vladimir Koltchinskii, Dmitriy Panchenko, Fernando Lozano

Proceedings of the Computational Learning Theory, 2001

2000

Some New Bounds on the Generalization Error of Combined Classifiers.

Vladimir Koltchinskii, Dmitriy Panchenko, Fernando Lozano

Proceedings of the Advances in Neural Information Processing Systems 13, 2000

1997

Function Approximation with the Sweeping Hinge Algorithm.

Don R. Hush, Fernando Lozano, Bill G. Horne

Proceedings of the Advances in Neural Information Processing Systems 10, 1997