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Karl Ezra Pilario


Cranfield University / University of the Philippines - Diliman

9 total contributions since 2017

BS Chemical Engineering (2012), University of the Philippines - Diliman
MS Chemical Engineering (2015), University of the Philippines - Diliman
PhD Energy (Present), Cranfield University, UK

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Submitted


Visualizations of Kernel Principal Components Analysis
Contour visualizations of the kernel space for toy 2D examples trained using KPCA

5 days ago | 11 downloads |

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PCA-based Fault Detection for 2D Multivariate Process Data
Fault detection in a simple process using PCA and Kernel Density Estimation

12 days ago | 14 downloads |

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Minimizing the Himmelblau Function using Genetic Algorithm
An implementation of genetic algorithm for minimizing a multi-modal function

27 days ago | 20 downloads |

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Support Vector Machine using MATLAB's quadprog
An SVM for classifying 2D data to 2 classes, whose output is a 3D manifold in the RKHS.

3 months ago | 7 downloads |

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Linear Steady-state Observability and Redundancy Analysis
Variable classification in a process flow network using QR factorization

3 months ago | 3 downloads |

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Non-ideal Ethanol(1)/Water(2) Pxy Diagram
Generate a Pxy Diagram using non-ideal Bubble P calculations for a given T

3 months ago | 2 downloads |

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Sudoku Solver by Recursive Backtracking
A standard implementation of recursive backtracking in solving a Sudoku puzzle

3 months ago | 3 downloads |

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Cascade-controlled CSTR for Fault Simulation
Four-state CSTR process dynamic simulation under 2 cascade control loops with fault simulation

3 months ago | 15 downloads |

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Ford-Fulkerson Algorithm for Max Flow Problem
An Edmonds-Karp implementation to solve the Max-flow Min-cut Problem

3 months ago | 10 downloads |

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