Profile Details

Create Project

★★★★★

☆☆☆☆☆

USD 20 /hr

★★★★★

☆☆☆☆☆

Hire Dr. RICARDO P.

Mexico

USD 20 /hr

Researcher with 15+ years of experience in Machine Learning, Computational Geometry, Data Science.

Profile Summary

Ricardo Pérez-Aguila was born in Tehuacán City, Puebla State, México. He graduated with Honors from the Universidad de las Américas Puebla (UDLAP, Cholula City, Puebla State, México). There he fullfilled the BSc (Computer Systems, 2001), MSc (Computer Systems, 2003), and PhD (Computer Science, 2003) degrees. During the period 2003-2007, Dr. Pérez-Aguila he served as Part Time Lecturer at the UDLAP’s Actuarial Sciences, Physics, and Mathematics Department. In Autumn 2007 he was appointed as Full Time Faculty Member at the Institute of Computer Science from the Universidad Tecnológica de la Mixteca (UTM, Huajuapan City, Oaxaca State, México). There, he imparted in several times courses such as Discrete Mathematics, Analysis of Algorithms, Artificial Neural Networks, Automata Theory, Genetic Algorithms, Computer Vision, among others. Research interests of Dr. Pérez-Aguila consider the visualization, geometry, topology, representation, and applications of n-Dimensional Polytopes. In the Artificial Neural Networks field he has particularly interested in architectures based on Non-Supervised Training. Dr. Pérez-Aguila has published 40 refereed scientific articles in Symposia and Journals. Moreover, he is author of the textbooks "Un Tutorial Introductorio a la Graficación por Computadora utilizando POV-Ray“ (An Introductory Tutorial to Computer Graphics Using POV-Ray), "Un Tutorial Introductorio al Álgebra Lineal“ (An Introductory Tutorial to Linear Algebra), “Un Tutorial Introductorio al Cálculo Diferencial e Integral” (An Introductory Tutorial to Differential and Integral Calculus), “Una Introducción a las Matemáticas para el Análisis y Diseño de Algoritmos” (An Introduction to the Mathematics for the Analysis and Design of Algorithms), “Una Introducción al Cómputo Neuronal Artificial” (An Introduction to Artificial Neural Computing), and “Una Introducción a las Matemáticas Discretas y Teoría de Grafos” (An Introduction to Discrete Mathematics and Graph Theory), being the last three ones published by El Cid Editor (Argentina). In 2018 he becomes Founding Partner of the company “Soluciones Inteligentes de Análisis de Multimedios” (Intelligent Solutions for Multimedia Analysis) which is proprietary of several software products such as SI2AV 1.0 - Intelligent Software for Automatic Video Indexing, SIVLI 1.0 - Intelligent Software for Video Location of Images, and SIGVR 1.0 – Intelligent Software for Video Summaries Generation.

Subject Matter Expertise

• ☆ Neural Networks
• ☆ Pattern Recognition
• ☆ Geometry
• ☆ Topology
• ☆ Graph Theory
• ☆ Abstracting & Indexing

Services

• Research

Research Gray Literature Search, Systematic Literature Review, Secondary Data Collection

Work Experience

Founding Partner & Developer

Soluciones Inteligentes de Análisis de Multimedios (Intelligent Solutions for Multimedia Analysis)

August 2018 - Present

Full Time Faculty Member

Universidad Tecnológica de la Mixteca

September 2007 - August 2018

Part Time Lecturer

Universidad de las Américas Puebla

August 2003 - August 2007

Education

PhD in Computer Science (Research Center for Information and Automation Technologies (CENTIA))

Universidad de las Américas Puebla

August 2003 - November 2006

MSc in Sciences (Specialty in Computer Systems Engineering) (School of Engineering)

Universidad de las Américas Puebla

January 2001 - May 2003

BSc in Computer Systems Engineering (School of Engineering)

Universidad de las Américas Puebla

August 1997 - December 2001

Certifications

• Certification details not provided.

Publications

REGISTERED COPYRIGHT

(2018). SI2AV 1.0: SOFTWARE INTELIGENTE DE INDIZACIÓN AUTOMÁTICA DE VIDEOS . National Institute for the Authors Copyrights (México).

(2018). SIVLI 1.0: SOFTWARE INTELIGENTE DE VIDEO LOCALIZACIÓN DE IMÁGENES . National Institute for the Authors Copyrights (México).

(2018). SIVLI 1.0: SOFTWARE INTELIGENTE DE VIDEO LOCALIZACIÓN DE IMÁGENES . National Institute for the Authors Copyrights (México).

(2018). SIGVR 1.0: SOFTWARE INTELIGENTE DE GENERACIÓN DE VIDEO RESÚMENES .

JOURNAL ARTICLE

P{\'e}rez-Aguila, Ricardo and Ruiz-Rodr{\'\i}guez, Ricardo(2015). Concise and Accessible Representations for Multidimensional Datasets: Introducing a Framework Based on the nD-EVM and Kohonen Networks. Applied Computational Intelligence and Soft Computing. 2015. Hindawi Publishing Corporation

P{\'e}rez-Aguila, Ricardo and Ruiz-Rodr{\'\i}guez, Ricardo(2015). Novel Representation of Multidimensional Datasets: The Framework nD-EVM/Kohonen. IAENG International Journal of Computer Science. 42. (2).

P{\'e}rez-Aguila, Ricardo(2013). Novel Discrete Compactness-Based Training for Vector Quantization Networks: Enhancing Automatic Brain Tissue Classification. Advances in Artificial Neural Systems. 2013. Hindawi Publishing Corporation

P{\'e}rez-Aguila, Ricardo(2013). Enhancing Brain Tissue Segmentation and Image Classification via 1D Kohonen Networks and Discrete Compactness: An Experimental Study. Engineering Letters. 21. (4).

Perez-Aguila, Ricardo(2011). Efficient Boundary Extraction from Orthogonal Pseudo-Polytopes: An Approach Based on the 𝑛D-EVM. Journal of Applied Mathematics. 2011. Hindawi Publishing Corporation

Perez-Aguila, Ricardo(2010). Automatic segmentation and classification of computed tomography brain images: An approach using one-dimensional kohonen networks. IAENG International Journal of Computer Science. 37. (1). p. 27--35.

P{\'e}rez-Aguila, Ricardo(2010). Towards a New Approach for Modeling Volume Datasets Based on Orthogonal Polytopes in Four-Dimensional Color Space. Engineering Letters. 18. (4). p. 326.

P{\'e}rez-Aguila, Ricardo(2007). Modeling and manipulating 3D datasets through the extreme vertices model in the n-dimensional space (nD-EVM). Research in Computer Science. 31. p. 15--24.

P{\'e}rez-Aguila, Ricardo(2007). Representing and visualizing vectorized videos through the extreme vertices model in the n-dimensional space nD-EVM. Journal Research in Computer Science. 29. p. 65--80.

P{\'e}rez-Aguila, Ricardo and G{\'o}mez-Gil, Pilar and Aguilera, Antonio(2005). Non-supervised classification of 2D color images using Kohonen networks and a novel metric. Progress in Pattern Recognition, Image Analysis and Applications. p. 271--284. Springer Berlin/Heidelberg

Aguilera, Antonio and P{\'e}rez-Aguila, Ricardo(2004). General n-dimensional rotations. V{\'a}clav Skala-UNION Agency

Aguila, Ricardo P{\'e}rez and Ram{\'\i}rez, Antonio Aguilera(2003). Classifying edges and faces as manifold or non-manifold elements in 4D orthogonal pseudo-polytopes. UNION Agency

Aguila, Ricardo P{\'e}rez(2003). Razonamiento Basado en Imágenes y su Aplicación en la Fertilización In-Vitro.

Luis-Garc{\'\i}a, Jos{\'e}-Yovany and P{\'e}rez-Aguila, RicardoAutomatic Representation and Segmentation of Video Sequences via a Novel Framework Based on the nD-EVM and Kohonen Networks.

P{\'e}rez-Aguila, RicardoEfficient Computation of Regularized Boolean Operations on the Extreme Vertices Model in the n-Dimensional Space (nD-EVM).

P{\'e}rez-Aguila, RicardoEfficient Boundary Extraction from Orthogonal Pseudo-Polytopes: An Approach Based on the 𝑛 D-EVM.

Aguila, Ricardo P{\'e}rez and Ram{\'\i}rez, Antonio AguileraExtreme Edges: A New Characterization for 1-Dimensional Elements in 4D Orthogonal Pseudo-Polytopes. Configurations. 1. p. 3.

P{\'e}rez-Aguila, RicardoIEEE Computational Intelligence Society-Chapter Mexico.

P{\'e}rez-Aguila, Ricardo and Aguilera, AntonioFast n-Dimensional Orthogonal Polytopes Comparison Through Novel Equivalence Relations.

P{\'e}rez-Aguila, Ricardo and Aguilera, AntonioMathematical Tools for Speeding Up the Determination of Configurations of the.

Ram{\'\i}rez, Antonio Aguilera and Aguila, Ricardo P{\'e}rezUn método para la obtención del teseracto a partir del desenvolvimiento de un hipercubo (4D).

P{\'e}rez-Aguila, Ricardo and Aguilera, AntonioZEE5 Mathematical Tools for Speeding Up the Determination of Configurations of the n-Dimensional Orthogonal Pseudo-Polytopes.

P{\'e}rez-Aguila, Ricardo and G{\'o}mez-Gil, Pilar and Aguilera, AntonioOne-Dimensional Kohonen Networks and Their Application to Automatic Classification of Images. Engineering Letters. Special Issue: Neural Networks, Fuzzy Logic, and Evolutionary Computing for Intelligent System Design. 15. (1). p. 1816--0948.

P{\'e}rez Aguila, Ricardo and Aguilera, AntonioThe ‘Test-Box’Algorithm as a Novel Approach for Determining the Configurations for the n-Dimensional Orthogonal Pseudo-Polytopes. Unpublished.

OTHER

P{\'E}REZ-AGUILA, RICARDO(2013). UNA INTRODUCCIÓN A LAS MATEMÁTICAS DISCRETAS Y TEORÍA DE GRAFOS. EL CID EDITOR

P{\'E}REZ-AGUILA, RICARDO(2012). UNA INTRODUCCIÓN A LAS MATEMÁTICAS PARA EL ANÁLISIS Y DISEÑO DE ALGORITMOS. EL CID EDITOR

P{\'E}REZ-AGUILA, RICARDO(2012). UNA INTRODUCCIÓN AL CÓMPUTO NEURONAL ARTIFICIAL. EL CID EDITOR

P{\'e}rez-Aguila, R(2006). Orthogonal polytopes: study and application [Ph. D. thesis]. Universidad de las Am{\'e}ricas Puebla (UDLAP)

CONFERENCE PAPER

Perez-Aguila, Ricardo(2009). Brain tissue characterization via non-supervised one-dimensional Kohonen networks. Electrical, Communications, and Computers, 2009. CONIELECOMP 2009. International Conference on. p. 197--201.

P{\'e}rez-Aguila, Ricardo(2008). Orthogonal Polyhedra in 3D Time-Color Space as a Geometric Model for Representation of Video Sequences with Low or Inexistent Redundancy between Frames. Conference on Colour in Graphics, Imaging, and Vision. 2008. (1). p. 167--172.

P{\'e}rez-Aguila, Ricardo and Aguilera, Antonio(2005). Mathematical tools for speeding up the determination of configurations of the n-dimensional orthogonal pseudo-polytopes. Electrical and Electronics Engineering, 2005 2nd International Conference on. p. 68--71.

Aguilera, Antonio and Menendez, Santos Gerardo Lazzeri and Perez-Aguila, Ricardo(2005). A Procedure for Comparing Color 2-Dimensional Images Through their Extrusions to the 5-Dimensional Colorspace. Electronics, Communications and Computers, 2005. CONIELECOMP 2005. Proceedings. 15th International Conference on. p. 300--305.

Aguilera, Antonio and P{\'e}rez-Aguila, Ricardo(2004). Representing and computing some configuration properties for the n-dimensional orthogonal pseudo-polytopes. Electronics, Communications and Computers, 2004. CONIELECOMP 2004. 14th International Conference on. p. 254--259.

Aguilera, Antonio and Men{\'e}ndez, L{\'a}zzeri and Gerardo, Santos and P{\'e}rez-Aguila, Ricardo(2004). Image based reasoning applied to the comparison of the popocatépetl volcano's fumaroles. Proceedings of the IX Ibero-American Workshops on Artificial Intelligence, Iberamia. p. 3--8.

Aguila, R P{\'e}rez(2003). Presenting the ‘Test-Box’Heuristic for Determining the Configurations for the n-Dimensional Orthogonal Pseudo-Polytopes. Proceedings of the 13 International Conference on Electronics, Communications and Computers CONIELECOMP 2003. p. 64--69.

Aguila, R P{\'e}rez(2003). Presenting the ‘Test-Box’Heuristic for Determining the Configurations for the n-Dimensional Orthogonal Pseudo-Polytopes. Proceedings of the 13 International Conference on Electronics, Communications and Computers CONIELECOMP 2003. p. 64--69.

Ram{\'\i}rez, Antonio Aguilera and Aguila, Ricardo P{\'e}rez(2002). Classifying the n-2 dimensional elements as Manifold or Non-Manifold for n-Dimensional Orthogonal Pseudo-Polytopes. Proc. 12th International Conference on Electronics, Communications and Computers CONIELECOMP. p. 59--63.

Ram{\'\i}rez, Antonio Aguilera and Aguila, Ricardo P{\'e}rez(2002). Classifying the n-2 dimensional elements as Manifold or Non-Manifold for n-Dimensional Orthogonal Pseudo-Polytopes. Proc. 12th International Conference on Electronics, Communications and Computers CONIELECOMP. p. 59--63.

Ram{\'\i}rez, Antonio Aguilera and P{\'e}rez-Aguila, Ricardo(2002). A Method for Obtaining the Tesseract by Unraveling the 4D Hypercube. WSCG. p. 1--8.

Ram{\'\i}rez, Antonio Aguilera and Aguila, Ricardo P{\'e}rez(2002). Presenting methods for unraveling the first two regular 4D polytopes (4D simplex and the hypercube). First International Symposium on Cyber Worlds (CW'02). p. 0439.

P{\'e}rez-Aguila, RicardoEfficient Computation of Regularized Boolean Operations on n-Dimensional Orthogonal Polytopes. Memorias del Congreso Internacional sobre Matemáticas y sus Aplicaciones, Mesa. 4.

Arenas, Yaxal and P{\'e}rez-Aguila, RicardoVisualizing 3D Projections of Higher Dimensional Polytopes: An Approach Linking Art and Computers. Memorias del Cuarto Congreso Nacional de Ciencias de la Computacion, Facultad de Ciencias de la Computacion, BIJAP (November 2006).

Arenas, Yaxal and P{\'e}rez-Aguila, RicardoAlgebraic Structures Applied for Determining the Configurations in the n-Dimensional Orthogonal Pseudo-Polytopes. Memorias del 3er. Congreso Nacional de Ciencias de la Computación. p. 89--94.