Software Tools


AFRYCA

AFRYCA (A Framework for the Analysis of Consensus Approaches) is a research-oriented software framework for the study of different consensus models proposed by a variety of authors in the literature. The main objective of the consensus models is to provide support and guidelines for conducting Consensus Scope Processes in the resolution of Group Decision Making […]

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BigDapTOOLS

BigDapTOOLS is a package of tools born with the objective of providing and unifying software developments related to data preprocessing and Big Data. This project began with funding from the BBVA Foundation. To date, we have several developments carried out on three well-known Data Science platforms, although the package will continue to grow in the […]

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dmServer

SIMiDat dmServer is a web-based data mining software to run a large number of computational intelligence algorithms without installing any software on your computer. The website incorporates different algorithms to easily pre-process and analyze data through a GUI. Contact: Francisco Charte More information: https://simidat-apps.ujaen.es/

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FLINTSTONES

FLINTSTONES is a software suite that implements the 2-tuple linguistic model to solve decision-making problems under linguistic uncertainty and its extensions to deal with complex frameworks such as multi-granular linguistic frames, heterogeneous frames and unbalanced linguistic frames. Contact: Luis Martínez López More information: https://sinbad2.ujaen.es/flintstones/

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FRBS

Library FRBS is an implementation of various learning algorithms based on fuzzy rule-based systems for dealing with classification and regression tasks. FRBSs are also known as fuzzy inference systems and fuzzy models. In this version we provide a universal framework named ‘frbsPMML’, which is adopted from the Predictive Model Markup Language (PMML), for representing FRBS […]

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Housing (dummy website)

Housing (dummy website) is an implementation of a decision making model with 2-tuple and hesitant fuzzy linguistic term sets to aid in the housing market by offering a new website service (developed under GPL v3). It uses a catalog of more than 2 thousands houses to show an case of use of this service in […]

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Keel

KEEL (Knowledge Extraction based on Evolutionary Learning) is an open source software tool (GPLv3) developed in Java that can be used for a large number of different knowledge data discovery tasks. KEEL provides a simple graphical user interface based on data flow to design experiments with different data sets and computational intelligence algorithms (paying special […]

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MSPEV

MSPEV is a tool for managing 360º performance evaluation processes in which heterogeneous information is handled (numerical, intervalar and linguistic) and where evaluation criteria can be related to each other. Contact:  Luis Martínez More information: http://sinbad2.ujaen.es/mspev3/

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OL-Radio

OL-Radio (Collaborative Radio under Creative Commons License) is a collaborative Internet radio that broadcasts and recommends songs to users, all under a Creative Commons license. Contact: Luis Martínez and Macarena Espinilla More information: http://sinbad2.ujaen.es/radiouja/

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REJA

REJA (System of Recommendation of Restaurants Geo-referenced of Jaén) is a system of recommendation web of restaurants of the province of Jaén. The user of REJA can receive recommendations from restaurants all over the province that are going to be of their entire taste as the system can model such preferences using complex algorithms. Contact: […]

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RoughSets

The RoughSets R library is an implementation of algorithms for data analysis based on the rough set theory (RST) and the fuzzy rough set theory (FRST). The methods included in the package can be divided into several categories based on their functionality: discretization, feature selection, instance selection, rule induction and classification based on nearest neighbors. […]

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RSNNS

The Stuttgart Neural Network Simulator (SNNS) is a library containing many standard implementations of neural networks. This package wraps the SNNS functionality to make it available from within R. Using the ‘RSNNS’ low-level interface, all of the algorithmic functionality and flexibility of SNNS can be accessed. Furthermore, the package contains a convenient high-level interface, so […]

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SciMAT

SciMAT is an open source (GPL v3) software tool developed to perform a science mapping analysis under a longitudinal framework. SciMAT provides different modules that help the analyst to carry out the steps of the science mapping workflow. Contact: Manuel Jesús Cobo Martín More information: http://sci2s.ugr.es/scimat/

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SECABA2

SECABA2 is a web application that allows to capture library user opinion polls using the LibQUAL+TM model. The polls allow the inclusion of several types of questions  and allows to group them into different categories that can be later aggregated and studied. Contact: Enrique Herrera-Viedma More information: http://secaba.ugr.es/secaba2

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Teranga Go!

The main objective of the Teranga Go! online community is to promote the mobility of international migration flows based on concepts of collaborative economics and participatory consumption. A web/app system has been developed to offer a carsharing service but focuses on migration flows between Spain and Senegal. The Teranga Go! community implements a language decision […]

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Web of Science Query Partitioner

WoS Query Partitioner is a tool that interactively splits a Web of Science query which returns more than 100,000 results into smaller queries to allow to easily obtain an exact result count. The details of its inner workings can be found in the associated paper: S. Alonso, F.J. Cabrerizo, E. Herrera-Viedma, F. Herrera. WoS Query Partitioner: A tool […]

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