Outputs (4)

Strengthening the Forward Variable Selection Stopping Criterion (2009)
Presentation / Conference Contribution
Herrera, L. J., Rubio, G., Pomares, H., Paechter, B., Guillén, A., & Rojas, I. (2009). Strengthening the Forward Variable Selection Stopping Criterion. In Artificial Neural Networks – ICANN 2009 (215-224). https://doi.org/10.1007/978-3-642-04277-5_22

Given any modeling problem, variable selection is a preprocess step that selects the most relevant variables with respect to the output variable. Forward selection is the most straightforward strategy for variable selection; its application using the... Read More about Strengthening the Forward Variable Selection Stopping Criterion.

Parallelization of the nearest-neighbour search and the cross-validation error evaluation for the kernel weighted k-nn algorithm applied to large data dets in matlab (2009)
Presentation / Conference Contribution
Rubio, G., Guillen, A., Pomares, H., Rojas, I., Paechter, B., Glosekotter, P., & Torres-Ceballos, C. I. (2009). Parallelization of the nearest-neighbour search and the cross-validation error evaluation for the kernel weighted k-nn algorithm applied to lar

The kernel weighted k-nearest neighbours (KWKNN) algorithm is an efficient kernel regression method that achieves competitive results with lower computational complexity than Least-Squares Support Vector Machines and Gaussian Processes. This paper pr... Read More about Parallelization of the nearest-neighbour search and the cross-validation error evaluation for the kernel weighted k-nn algorithm applied to large data dets in matlab.

Parallel Optimisation of Pump Schedules with a Thread-Safe Variant of EPANET Toolkit (2009)
Presentation / Conference Contribution
López-Ibáñez, M., Prasad, D. T., & Paechter, B. (2009). Parallel Optimisation of Pump Schedules with a Thread-Safe Variant of EPANET Toolkit. In Water Distribution Systems Analysis 2008. https://doi.org/10.1061/41024%28340%2940

The optimisation of pump operations in water distribution networks is an ongoing research topic motivated by the great energy savings that a careful scheduling of pumps may achieve. State-of-the-art approaches often combine an optimisation algorithm,... Read More about Parallel Optimisation of Pump Schedules with a Thread-Safe Variant of EPANET Toolkit.

Computing the State of Specknets: an immune-inspired approach. (2009)
Presentation / Conference Contribution
Davoudani, D., Hart, E., & Paechter, B. (2009). Computing the State of Specknets: an immune-inspired approach. In Performance Evaluation of Computer and Telecommunication Systems, 2008. SPECTS 2008. International Symposium on (52-59)

Speckled Computing is an emerging technology based on the deployment of thousands of minute semiconductor grains in dense, wireless networks known as Specknets. Specknets collect and process data to achieve some application dependent functionalit... Read More about Computing the State of Specknets: an immune-inspired approach..