Author profile: Sancho Caparrini, Fernando
Institutional data
| Name | Sancho Caparrini, Fernando |
| Department | Ciencias de la Computación e Inteligencia Artificial |
| Knowledge area | Ciencia de la Computación e Inteligencia Artificial |
| Professional category | Profesor Contratado Doctor |
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Statistics
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No. publications
60
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No. visits
9881
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No. downloads
24155
| Publications |
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Master's Final Project
 Modelos Grandes de Lenguaje y aplicaciones a la generación automática de texto
(2023)
This Master’s Thesis delves into the evolution and application of large-scale language models, with a particular focus on ... |
Article
Fusing convolutional generative adversarial encoders for 3D printer fault detection with only normal condition signals
(Elsevier, 2021)
Collecting data from mechanical systems in abnormal conditions is expensive and time consuming. Consequently, fault detection ... |
Article
Hybrid agent-based methodology for testing response protocols
(Elsevier, 2021)
In recent years we have seen multiple incidents with a large number of people injured and killed by one or more armed ... |
Article
From fault detection to one-class severity discrimination of 3D printers with one-class support vector machine
(Elsevier, 2021)
The lack of faulty condition data reduces the feasibility of supervised learning for fault detection or fault severity ... |
Article
 Real-time gun detection in CCTV: An open problem
(Elsevier, 2020)
Object detectors have improved in recent years, obtaining better results and faster inference time. However, small object ... |
Article
Una metodología desde la teoría de redes para las redes culturales
(Pontificia Universidad Javeriana, 2020)
Este documento presenta, desde un punto de vista introductorio y orientado a no expertos en teoría de redes, los fundamentos ... |
Article
Knowledge extraction from deep convolutional neural networks applied to cyclo-stationary time-series classification
(Elsevier, 2020)
Modelling complex processes from raw time series increases the necessity to build DeepLearning (DL) architectures that can ... |
Article
Generation of geometric interpolations of building types with deep variational autoencoders
(Cambridge University Press, 2020)
This work presents a methodology for the generation of novel 3D objects resembling wireframes of building types. These ... |
Article
One-shot fault diagnosis of 3D printers through improved feature space learning
(IEEE Computer Society, 2020)
Signal acquisition from mechanical systems working in faulty conditions is normally expensive. As a consequence, supervised ... |
Presentation
Vision and Crowdsensing Technology for an Optimal Response in Physical-Security
(Springer, 2019)
Law enforcement agencies and private security companies work to prevent, detect and counteract any threat with the ... |
Article
Improving Skip-Gram based Graph Embeddings via Centrality-Weighted Sampling
(Cornell University, 2019)
Network embedding techniques inspired by word2vec represent an e ective unsuper- vised relational learning model. Commonly, ... |
Article
Generative Adversarial Networks Selection Approach for Extremely Imbalanced Fault Diagnosis of Reciprocating Machinery
(IEEE Computer Society, 2019)
At present, countless approaches to fault diagnosis in reciprocating machines have been proposed, all considering that the ... |
Final Degree Project
Fundamentos de IA para el ajedrez
(2019)
El presente trabajo tiene como objetivo la introducción y desarrollo de los fundamentos teóricos de algunas técnicas ... |
PhD Thesis
 Modelado de sistemas dinámicos con MachineLearning: aplicaciones al mantenimiento basado en la condición.
(2018)
El estudio de los sistemas dinámicos es un tema de gran interés tanto en la ingeniería como en las ciencias por su gran ... |
Final Degree Project
Análisis de sistemas complejos usando machine learning
(2018)
Nowadays, we can find complex systems in a great variety of fields, such as biology, physics, engineering or social systems. ... |
PhD Thesis
Descubrimiento de conocimiento en grafos multi-relacionales
(2017)
Ante el reducido abanico de metodologías para llevar a cabo tareas de aprendizaje automático relacional, el objetivo ... |
Presentation
Combining reservoir computing and variational inference for efficient one-class learning on dynamical systems
(IEEE Computer Society, 2017)
Usually, time series acquired from some measurement in a dynamical system are the main source of information about its ... |
Article
Generalized Graph Pattern Matching
(Cornell University, 2017)
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Article
Automatic feature extraction of time-series applied to fault severity assessment of helical gearbox in stationary and non-stationary speed operation
(Elsevier, 2017)
Signals captured in rotating machines to obtain the status of their components can be considered as a source of massive ... |
Presentation
Semantic Preserving Embeddings for Multi-Relational Graphs
(IEEE Computer Society, 2017)
In this paper a new machine learning approach to the study of Multi-Relational Graphs as semantic data structures is ... |
Article
Induction of Decision Trees based on Generalized Graph Queries
(Cornell University, 2017)
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Article
Semantic Preserving Embeddings for Generalized Graphs
(Cornell University, 2017)
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Presentation
ASAP: A Framework for Designing Gamified Models of Complex Systems
(IEEE Computer Society, 2016)
This paper introduces ASAP, a framework for the development of mobile gamification of problems where Complex Systems play ... |
Article
Institutions and Cultural Diversity: Effects of Democratic and Propaganda Processes on Local Convergence and Global Diversity
(Public Library of Science, 2016)
In a connected world where people influence each other, what can cause a globalized monoculture, and which measures help ... |
Article
Propuestas para el Análisis de Colecciones de Arte a través de Metodologías y Herramientas Computacionales
(Instituto de Investigaciones sobre el Patrimonio Cultural, Universidad Nacional de San Martín, 2016)
La metodología presentada en este artículo propone el uso de herramientas que facilitan la identificación, descripción, ... |
| Book |
Article
Fault diagnosis of spur gearbox based on random forest and wavelet packet decomposition
(Springer, 2015)
This paper addresses the development of a random forest classifier for the multi-class fault diagnosis in spur gearboxes. ... |
Book
FORMA 14 : Complex Systems Workshop: Sevilla 22-25 Octubre 2014
(Fidetia, 2015)
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Book
FORMA 13 : Complex Systems Workshop: Sevilla 23-26 Oct 2013
(Fidetia, 2014)
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Presentation
SylvaDB: A Polyglot and Multi-backend Graph Database Management System
(ScitePress Digital Library, 2013)
This paper presents SylvaDB, a graph database management system designed to be used by people with no technical knowledge. ... |
Presentation
Evolving Creativity : An Analysis of the Creative Method in elBulli Restaurant
(IEEE Computer Society, 2013)
In this article we present an analysis of the creative method developed in the restaurant elBulli (www.elbulli.com) over ... |
Article
Towards a digital geography of Hispanic Baroque art
(Oxford Academic, 2013)
In this article we propose an approach to the study of art history based on geog-raphy of Hispanic Baroque art by digital ... |
Article
The Potosí principle: religious prosociality fosters selforganization of larger commnities under extreme natural and economic conditions
(Oxford Academic, 2012)
We show how in colonial Potosı´ (present-day Bolivia) social and political stabil-ity was achieved through the self-organization ... |
Article
Sustaining a Global Community: Art and Religion in the Network of Baroque Hispanic-American Paintings
(MIT Press, 2012)
The authors analyze the network of Hispanic baroque paintings from 1550 to 1850. They divide the dataset of 11,443 works ... |
Presentation
Biham-Middleton-Levine Traffic Model in Two-Dimensional Hexagonal Lattice
(Springer, 2012)
In this paper, a Biham-Middleton-Levine traffic model on a 2D hexagonal lattice is studied by computer simulations and its behavior is compared with the BML model on a 2D square lattice and a 3D cubic lattice |
Article
A Virtual Laboratory for the Study of History and Cultural Dynamics
(JASSS, 2011)
This article presents a Virtual Laboratory that enables the researcher to try hypothesis and confirm data analysis about ... |
Presentation
The art-space of a global community: the network of Baroque paintings in Hispanic-America
(IEEE Computer Society, 2011)
This paper presents the results of a multidisciplinary collaboration in Digital Humanities that focuses on the multi-scale ... |
Article
BML model on non-orientable surfaces
(Elsevier, 2010)
Two-dimensional Biham Middleton Levine traffic model on a N N square lattice embedded on a Klein bottle and a projective ... |
Article
Reachability problems in low-dimensional iterative maps
(World Scientific, 2008)
In this paper we analyse the dynamics of one-dimensional piecewise maps (PAMs). We show that one-dimensional PAMs are ... |
Presentation
Computation in One-Dimensional Piecewise Maps
(Springer, 2007)
In this paper we show that the one-dimensional Piecewise Affine Maps (PAMs) are equivalent to planar Pseudo-Billiard ... |
Chapter of Book
Computationally Hard Problems Addressed Through P Systems
(Springer, 2006)
In this chapter we present a general framework to provide efficient solutions to decision problems through families of ... |
Chapter of Book
Formal Verification of Programs in Molecular Models with Random Access Memory
(Fénix Editorial, 2005)
Formal verification of molecular programs is a first step towards their automatic processing by means of reasoning ... |
Presentation
Approximating Non-discrete P Systems
(Springer, 2004)
The main goal of this paper is to propose some geometric approaches to the computations of non-discrete P systems. The ... |
Chapter of Book
Implementing in Prolog an Effective Cellular Solution to the Knapsack Problem
(Springer, 2004)
In this paper we present an implementation in Prolog of an effective solution to the Knapsack problem via a family of deterministic P systems with active membranes using 2-division. |
Article
Modelos de computación celular con membranas
(SEMA, 2004)
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Presentation
A Note on Complexity Measures for Probabilistic P Systems
(Fénix Editora, 2004)
In this paper we present a first approach to the definition of different entropy measures for probabilistic P systems in ... |
Article
A Prolog Simulator for Deterministic P Systems with Active Membranes
(Springer, 2004)
In this paper we propose a new way to represent P systems with active membranes based on Logic Programming techniques. ... |
Chapter of Book
The P Versus NP Problem Through Cellular Computing with Membranes
(Springer, 2004)
We study the P versus NP problem through membrane systems. Language accepting P systems are introduced as a framework ... |
Article
A Note on Complexity Measures for Probabilistic P Systems
(J.UCS.org, 2004)
In this paper we present a first approach to the definition of different entropy measures for probabilistic P systems in ... |
PhD Thesis
Especificación y verificación de programas moleculares en PVS
(2003)
La Computación Molecular y, en concreto, la Computación con ADN, es una disciplina que se enmarca dentro del campo de ... |
Chapter of Book
A MzScheme Implementation of Transition P Systems
(Springer, 2003)
The main goal of this paper is to present the design of an MzScheme program that allows us to simulate the behavior of ... |
Presentation
Complexity Classes in Cellular Computing with Membranes
(2003)
In this paper we introduce the complexity class PMC∗ F of all decision problems solvable in polynomial time by a family of P systems belonging to a prefixed class of recognizer membrane systems, F. |
Chapter of Book
Hybrid Networks of Evolutionary Processors
(Springer, 2003)
A hybrid network of evolutionary processors consists of several processors which are placed in nodes of a virtual graph ... |
Chapter of Book
Decision P Systems and the P =NP Conjecture
(Springer, 2003)
We introduce decision P systems, which are a class of P systems with symbol-objects and external output. The main result ... |
PhD Thesis
Verificación de programas en modelos de computación no convencionales
(2002)
El objetivo fundamental de esta memoria consiste en desarrollar una primer aproximación a la verificación formal de ... |
Presentation
Molecular Computation Models in ACL2: a Simulation of Lipton’s Experiment Solving SAT
(2002)
In this paper we present an ACL2 formalization of a molecular computing model: Adleman’s restricted model [2]. This is a ... |
Article
Verifying a P system generating squares
(Romanian Academy, Section for Information Science and Technology, 2002)
In [1], an example of a P system generating exactly all the squares of natural numbers greater than 1 is given. Nevertheless, ... |
| Presentation |
Article
A Formalization of Transition P Systems
(IOS Press, 2002)
In this paper we give a complete formalization of a new computability model of a distributed parallel type which is inspired ... |
Chapter of Book
Solving Knapsack Problems in a Sticker Based Model
(Springer, 2002)
Our main goal in this paper is to give molecular solutions for two NP–complete problems, namely Subset-sum and Knapsack, ... |