NameHernández Salmerón, Inmaculada Concepción
DepartmentLenguajes y Sistemas Informáticos
Knowledge areaLenguajes y Sistemas Informáticos
Professional categoryProfesora Titular de Universidad
E-mailRequest
           
  • No. publications

    48

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PhD Thesis
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On Data Engineering and Knowledge Graphs: a Context-Aware Proposal for Web-Scale Knowledge Graph Completion

Borrego Díaz, Agustín; Hernández Salmerón, Inmaculada Concepción; Ruiz Cortés, David (2023)
Nowadays, Knowledge Graphs are a widely used means to store structured information for a variety of different domains and ...
Article
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Deep embeddings and Graph Neural Networks: using context to improve domain-independent predictions

Sola Espinosa, Fernando Luis; Ayala Hernández, Daniel; Hernández Salmerón, Inmaculada Concepción; Ruiz Cortés, David (SprigerLink, 2023)
Graph neural networks (GNNs) are deep learning architectures that apply graph convolutions through message-passing processes ...
Article
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Neural Networks for Aircraft Trajectory Prediction: Answering Open Questions About Their Performance

Ayala Hernández, Daniel; Ayala, Rafael; Sellés Vidal, Lara; Hernández Salmerón, Inmaculada Concepción (IEEE, 2023)
The increase in air traffic in the recent years has motivated the development of technologies to monitor air space and ...
Article
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Multi-source dataset of e-commerce products with attributes for property matching (Correction)

Ayala Hernández, Daniel; Hernández Salmerón, Inmaculada Concepción; Ruiz Cortés, David; Rahm, Erhard (Elsevier, 2022)
Article
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Multi-source dataset of e-commerce products with attributes for property matching

Ayala Hernández, Daniel; Hernández Salmerón, Inmaculada Concepción; Ruiz Cortés, David; Rahm, Erhard (Elsevier, 2022)
Schema/ontology matching consists in finding matches between types, properties and entities in heterogeneous sources of ...
Article
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LEAPME: learning-based property matching with embeddings

Ayala Hernández, Daniel; Hernández Salmerón, Inmaculada Concepción; Ruiz Cortés, David; Rahm, Erhard (Elsevier, 2022)
Data integration tasks such as the creation and extension of knowledge graphs involve the fusion of heterogeneous entities ...
Master's Final Project
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Deep embeddings and Graph Neural Networks: can context improve domain-independent predictions?

Sola Espinosa, Fernando Luis; Hernández Salmerón, Inmaculada Concepción; Ayala Hernández, Daniel (2022)
Graph neural networks (GNNs) are deep learning architectures that apply graph convolutions through message-passing processes ...
Presentation
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Silence: un framework de apoyo a la docencia de desarrollo web

Borrego Díaz, Agustín; Ayala Hernández, Daniel; Sola Espinosa, Fernando Luis; Hernández Salmerón, Inmaculada Concepción; Ruiz Cortés, David (Asociación de Enseñantes Universitarios de la Informática, 2021)
La programación web es, actualmente, una de las vertientes más importantes de la informática en la industria nacional e ...
Presentation
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Towards the smart use of embedding and instance features for property matching

Ayala Hernández, Daniel; Hernández Salmerón, Inmaculada Concepción; Ruiz Cortés, David; Rahm, Erhard (IEEE Computer Society, 2021)
Data integration tasks such as the creation and extension of knowledge graphs involve the fusion of heterogeneous entities ...
Article
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CAFE: Knowledge graph completion using neighborhood-aware features

Borrego Díaz, Agustín; Ayala Hernández, Daniel; Hernández Salmerón, Inmaculada Concepción; Rivero, Carlos R.; Ruiz Cortés, David (Elsevier, 2021)
Knowledge Graphs (KGs) currently contain a vast amount of structured information in the form of entities and relations. ...
Final Degree Project
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Silence/Noise en el ámbito educativo y profesional

Sola Espinosa, Fernando Luis; Hernández Salmerón, Inmaculada Concepción; Borrego Díaz, Agustín (2021)
Hoy en día, el desarrollo web es una de las vertientes más demandadas en la industria informática a nivel nacional e ...
PhD Thesis
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On Data Engineering and Knowledge Graphs - A holistic, smarter approach to data enrichment

Ayala Hernández, Daniel; Ruiz Cortés, David; Hernández Salmerón, Inmaculada Concepción (2020)
The recent years have seen an increased interest in the development of large, structured data sources that allow the ...
Article
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A neural network for semantic labelling of structured information

Ayala Hernández, Daniel; Borrego Díaz, Agustín; Hernández Salmerón, Inmaculada Concepción; Ruiz Cortés, David; Ruiz Cortés, David (Elsevier, 2020)
Intelligent systems rely on rich sources of information to make informed decisions. Using information from external sources ...
Final Degree Project
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Controlling videogame elements using pre-trained neural networks in Unity

Bermudo Bayo, Miguel; Hernández Salmerón, Inmaculada Concepción; Borrego Díaz, Agustín (2020)
With this Project we aspire to answer to the need game developers have to develop AI for their intelligent Agents in a ...
Article
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CAFE: Fact Checking in Knowledge Graphs using Neighborhood-Aware Features

Borrego Díaz, Agustín; Ayala Hernández, Daniel; Hernández Salmerón, Inmaculada Concepción; Rivero, Carlos R.; Ruiz Cortés, David (IOS Press, 2020)
Knowledge Graphs (KGs) currently contain a vast amount of structured information in the form of entities and relations. Because ...
Article
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LEAPME: Learning-based Property Matching with Embeddings

Ayala Hernández, Daniel; Hernández Salmerón, Inmaculada Concepción; Ruiz Cortés, David; Rahm, Erhard (Cornell University, 2020)
Data integration tasks such as the creation and extension of knowledge graphs involve the fusion of heterogeneous entities ...
Article
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TAPON-MT: a versatile framework for semantic labelling

Ayala Hernández, Daniel; Hernández Salmerón, Inmaculada Concepción; Ruiz Cortés, David; Toro Bonilla, Miguel (Elsevier, 2019)
Semantic labelling refers to the problem of assigning known labels to the elements of structured information from a source ...
Presentation
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AYNEC: All you need for evaluating completion techniques in knowledge graphs

Ayala Hernández, Daniel; Borrego Díaz, Agustín; Hernández Salmerón, Inmaculada Concepción; Rivero, Carlos R.; Ruiz Cortés, David; Ruiz Cortés, David (Springer, 2019)
The popularity of knowledge graphs has led to the development of techniques to refine them and increase their quality. One ...
Article
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TAPON: a two-phase machine learning approach for semantic labelling

Ayala Hernández, Daniel; Hernández Salmerón, Inmaculada Concepción; Ruiz Cortés, David; Toro Bonilla, Miguel; Ruiz Cortés, David (Elsevier, 2019)
Through semantic labelling we enrich structured information from sources such as HTML pages, tables, or JSON files, with ...
Presentation
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AYNEC-DataGen: a tool for generating evaluation datasets for Knowledge Graphs completion

Ayala Hernández, Daniel; Borrego Díaz, Agustín; Hernández Salmerón, Inmaculada Concepción; Rivero, Carlos R.; Ruiz Cortés, David (SISTEDES: Ingeniería de Software y las Tecnologías de Desarrollo de Software, 2019)
In the context of knowledge graphs, the task of completion of relations consists in adding missing triples to a knowledge ...
Article
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Deep Web crawling: a survey

Hernández Salmerón, Inmaculada Concepción; Rivero, Carlos R.; Ruiz Cortés, David (Springer, 2019)
Deep Web crawling refers to the problem of traversing the collection of pages in a deep Web site, which are dynamically ...
Presentation
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Generating Rules to Filter Candidate Triples for their Correctness Checking by Knowledge Graph Completion Techniques

Borrego Díaz, Agustín; Ayala Hernández, Daniel; Hernández Salmerón, Inmaculada Concepción; Rivero, Carlos R.; Ruiz Cortés, David (ACM Digital Library, 2019)
Knowledge Graphs (KGs) contain large amounts of structured information. Due to their inherent incompleteness, a process ...
Presentation
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Task Scheduling Optimization on Enterprise Application Integration Platforms Based on the Meta-heuristic Particle Swarm Optimization

Sellaro, Daniela F.; Frantz, Rafael Z.; Hernández Salmerón, Inmaculada Concepción; Roos Frantz, Fabricia; Sawicki, Sandro (Association for Computing Machinery (ACM), 2017)
Companies seek technological alternatives that provide competiti veness for their business processes. Among these alternatives, ...
Article
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Mapping RDF knowledge bases using exchange samples

Rivero, Carlos R.; Hernández Salmerón, Inmaculada Concepción; Ruiz Cortés, David; Corchuelo Gil, Rafael (Elsevier, 2016)
Nowadays, the Web of Data is in its earliest stages; it is currently organised into a variety of linked knowledge bases ...
Article
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CALA: Classifying Links Automatically based on their URL

Hernández Salmerón, Inmaculada Concepción; Rivero, Carlos R.; Ruiz Cortés, David; Corchuelo Gil, Rafael (Elsevier, 2016)
Web page classification refers to the problem of automatically assigning a web page to one or moreclasses after analysing ...
Article
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Discovering and Analysing Ontological Models from Big RDF Data

Rivero, Carlos R.; Hernández Salmerón, Inmaculada Concepción; Ruiz Cortés, David; Corchuelo Gil, Rafael (IGI Global, 2015)
The Web of Data, which comprises web sources that provide their data in RDF, is gaining popularity day after day. ...
Article
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Cloud Configuration Modelling: a Literature Review from an Application Integration Deployment Perspective

Hernández Salmerón, Inmaculada Concepción; Sawicki, Sandro; Roos Frantz, Fabricia; Frantz, Rafael Z. (Elsevier, 2015)
Enterprise Application Integration has played an important role in providing methodologies, techniques and tools to develop ...
Article
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MostoDEx: A tool to exchange RDF data using exchange samples

Rivero, Carlos R.; Hernández Salmerón, Inmaculada Concepción; Ruiz Cortés, David; Corchuelo Gil, Rafael (Elsevier, 2015)
The Web is evolving into a Web of Data in which RDF data are becoming pervasive, and it is organised into datasets that ...
Article
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CALA: An unsupervised URL-based web page classification system

Hernández Salmerón, Inmaculada Concepción; Rivero, Carlos R.; Ruiz Cortés, David; Corchuelo Gil, Rafael (Elsevier, 2014)
Unsupervised web page classification refers to the problem of clustering the pages in a web site so that each cluster ...
Article
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MostoDE: A tool to exchange data amongst semantic-web ontologies

Rivero, Carlos R.; Hernández Salmerón, Inmaculada Concepción; Ruiz Cortés, David; Corchuelo Gil, Rafael (Elsevier, 2013)
A semantic-web ontology, simply known as ontology, comprises a data model and data that should comply with it. Due to ...
Article
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Exchanging Data amongst Linked Data applications

Rivero, Carlos R.; Hernández Salmerón, Inmaculada Concepción; Ruiz Cortés, David; Corchuelo Gil, Rafael (Springer, 2013)
The goal of data exchange is to populate the data model of a target application using data that come from one or more ...
PhD Thesis
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Enterprise information integration. An unsupervised proposal for web page classification

Hernández Salmerón, Inmaculada Concepción; Corchuelo Gil, Rafael; Ruiz Cortés, David (2012)
La integración de aplicaciones web dentro de procesos automatizados de negocio requiere el diseño de wrappers que permitan ...
Article
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Benchmarking Data Exchange among Semantic-Web Ontologies

Rivero, Carlos R.; Hernández Salmerón, Inmaculada Concepción; Ruiz Cortés, David; Corchuelo Gil, Rafael (IEEE Computer Society, 2012)
The increasing popularity of the Web of Data is motivating the need to integrate semantic-web ontologies. Data exchange is ...
Presentation
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A Statistical Approach to URL-Based Web Page Clustering

Hernández Salmerón, Inmaculada Concepción; Rivero, Carlos R.; Ruiz Cortés, David; Corchuelo Gil, Rafael (ACM, 2012)
Most web page classifiers use features from the page content, which means that it has to be downloaded to be classified. ...
Presentation
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An Architecture for Efficient Web Crawling

Hernández Salmerón, Inmaculada Concepción; Rivero, Carlos R.; Ruiz Cortés, David; Corchuelo Gil, Rafael (Springer, 2012)
Virtual Integration systems require a crawling tool able to navigate and reach relevant pages in the Deep Web in an efficient ...
Presentation
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Towards Discovering Conceptual Models behind Web Sites

Hernández Salmerón, Inmaculada Concepción; Rivero, Carlos R.; Ruiz Cortés, David; Corchuelo Gil, Rafael (Springer, 2012)
Deep Web sites expose data from a database, whose conceptual model remains hidden. Having access to that model is mandatory ...
Presentation
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Towards Discovering Ontological Models from Big RDF Data

Rivero, Carlos R.; Hernández Salmerón, Inmaculada Concepción; Ruiz Cortés, David; Corchuelo Gil, Rafael (Springer, 2012)
The Web of Data, which comprises web sources that provide their data in RDF, is gaining popularity day after day. ...
Presentation
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An Experiment to Test URL Features for Web Page Classification

Hernández Salmerón, Inmaculada Concepción; Rivero, Carlos R.; Ruiz Cortés, David; Arjona Fernández, José Luis (Springer, 2012)
Web page classification has been extensively researched, using different types of features that are extracted either from ...
Presentation
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A Tool for Web Links Prototyping

Hernández Salmerón, Inmaculada Concepción; Sleiman, Hassan A.; Ruiz Cortés, David; Corchuelo Gil, Rafael (CSREA Press, 2011)
Crawlers for Virtual Integration processes must be efficient, given that VI process is online, which means that while the ...
Presentation
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Generating SPARQL Executable Mappings to Integrate Ontologies

Rivero, Carlos R.; Hernández Salmerón, Inmaculada Concepción; Ruiz Cortés, David; Corchuelo Gil, Rafael (Springer, 2011)
Data translation is an integration task that aims at populat- ing a target model with data of a source model by means of ...
Presentation
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On Benchmarking Data Translation Systems for Semantic-Web Ontologies

Rivero, Carlos R.; Hernández Salmerón, Inmaculada Concepción; Ruiz Cortés, David; Corchuelo Gil, Rafael (ACM, 2011)
Data translation, also known as data exchange, is an inte- gration task that aims at populating a target model using data ...
Presentation
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A Transducer Model for Web Information Extraction

Sleiman, Hassan A.; Hernández Salmerón, Inmaculada Concepción; Fernández, Gretel; Corchuelo Gil, Rafael (CSREA Press, 2011)
In recent years, many authors have paid attention to web information extractors. They usually build on an algorithm that ...
Presentation
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Mosto: Generating SPARQL Executable Mappings between Ontologies

Rivero, Carlos R.; Hernández Salmerón, Inmaculada Concepción; Ruiz Cortés, David; Corchuelo Gil, Rafael (Springer, 2011)
Data translation is an integration task that aims at populating a target model with data of a source model, which is ...
Presentation
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A Tool for Link-Based Web Page Classification

Hernández Salmerón, Inmaculada Concepción; Rivero, Carlos R.; Ruiz Cortés, David; Corchuelo Gil, Rafael (Springer, 2011)
Virtual integration systems require a crawler to navigate through web sites automatically, looking for relevant information. ...
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A Conceptual Framework for Efficient Web Crawling in Virtual Integration Contexts

Hernández Salmerón, Inmaculada Concepción; Sleiman, Hassan A.; Ruiz Cortés, David; Corchuelo Gil, Rafael (Springer, 2011)
Virtual Integration systems require a crawling tool able to navigate and reach relevant pages in the Web in an efficient ...
Presentation
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A Reference Architecture for Building Semantic-Web Mediators

Rivero, Carlos R.; Hernández Salmerón, Inmaculada Concepción; Ruiz Cortés, David; Corchuelo Gil, Rafael (Springer, 2011)
The Semantic Web comprises a large amount of distributed and heterogeneous ontologies, which have been developed by ...
Presentation
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Integrating Deep-Web Information Sources

Fernández de Viana, Iñaki; Hernández Salmerón, Inmaculada Concepción; Jiménez Aguirre, Patricia; Rivero, Carlos R.; Sleiman, Hassan A. (Springer, 2010)
Deep-web information sources are difficult to integrate into automated business processes if they only provide a search ...
Book
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Actas del Taller de Trabajo Zoco’09 / JISBD Integración de Aplicaciones e Información Empresarial XIV Jornadas de Ingeniería del Software y Bases de Datos San Sebastián, 8 de septiembre de 2009

Álvarez, José L.; Arjona, José L.; Fernández de Viana, Iñaki; Corchuelo Gil, Rafael; Ruiz Cortés, David; Rivero, Carlos; Hernández Salmerón, Inmaculada Concepción (SISTEDES: Ingeniería de Software y las Tecnologías de Desarrollo de Software, 2009)