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Accesibility, Machine Leaning, Software Engineering
Spain

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Employment (1)

Universidad Carlos III de Madrid: Madrid, ES

Employment
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Universidad Carlos III de Madrid

Education and qualifications (1)

Universidad Carlos III de Madrid: Leganes, Madrid, ES

2010-02-10 | Ph.D. (Computer Science)
Education
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ISRAEL GONZALEZ-CARRASCO

Works (50)

Automatic music emotion classification model for movie soundtrack subtitling based on neuroscientific premises

Applied Intelligence
2023-11 | Journal article
Contributors: Maria Jose Lucia-Mulas; Pablo Revuelta-Sanz; Belen Ruiz-Mezcua; Israel Gonzalez-Carrasco
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Synchro-Sub, an adaptive multi-algorithm framework for real-time subtitling synchronisation of multi-type TV programmes

Computing
2023-07 | Journal article
Contributors: Jose Manuel Masiello-Ruiz; Belen Ruiz-Mezcua; Paloma Martinez; Israel Gonzalez-Carrasco
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An IoT-based contribution to improve mobility of the visually impaired in Smart Cities

Computing
2021-06-17 | Journal article
Contributors: Lucas Rodrigo-Salazar; Israel González-Carrasco; Alejandro Rafael Garcia-Ramirez
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Framework for the Classification of Emotions in People With Visual Disabilities Through Brain Signals

Frontiers in Neuroinformatics
2021-05-07 | Journal article
Part of ISSN: 1662-5196
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ISRAEL GONZALEZ-CARRASCO
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Deep-Sync: A novel deep learning-based tool for semantic-aware subtitling synchronisation

Neural Computing and Applications
2021-02-08 | Journal article
Part of ISSN: 0941-0643
Part of ISSN: 1433-3058
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ISRAEL GONZALEZ-CARRASCO
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Automatic Learning Framework for Pharmaceutical Record Matching

IEEE Access
2020 | Journal article
Contributors: Jose Luis Lopez-Cuadrado; Israel Gonzalez-Carrasco; Jesus Leonardo Lopez-Hernandez; Paloma Martinez-Fernandez; Jose Luis Martinez-Fernandez
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Classifying clinical case studies with ICD-10 at Codiesp CLEF eHealth 2020 Task 1-Diagnostics

CEUR Workshop Proceedings
2020 | Conference paper
EID:

2-s2.0-85121786312

Part of ISSN: 16130073
Contributors: Queipo-Álvarez, P.; González-Carrasco, I.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

A new system for automatic analysis and quality adjustment in audiovisual subtitled‐based contents by means of genetic algorithms

Expert Systems
2020-12 | Journal article
Contributors: Monica Souto‐Rico; Israel González‐Carrasco; José‐Luis López‐Cuadrado; Belén Ruíz‐Mezcua
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Hulat-Taska at eHealth-KD challenge 2019 sequence key phrases recognition in the Spanish clinical narrative

CEUR Workshop Proceedings
2019 | Conference paper
EID:

2-s2.0-85071169480

Part of ISSN: 16130073
Contributors: Ruiz-De-Lacuadra, A.; Lopez-Cuadrado, J.L.; Gonzalez-Carrasco, I.; Ruiz-Mezcua, B.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

Sequence time expression recognition in the Spanish clinical narrative

Proceedings - IEEE Symposium on Computer-Based Medical Systems
2019 | Conference paper
EID:

2-s2.0-85071015344

Part of ISSN: 10637125
Contributors: Ruiz-De-La-Cuadra, A.; Lopez-Cuadrado, J.L.; Gonzalez-Carrasco, I.; Ruiz-Mezcua, B.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

Sub-Sync: Automatic Synchronization of Subtitles in the Broadcasting of True Live programs in Spanish

IEEE Access
2019 | Journal article
Contributors: I. Gonzalez-Carrasco; L. Puente; B. Ruiz-Mezcua; J. L. Lopez-Cuadrado
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Towards a big data framework for analyzing social media content

International Journal of Information Management
2019 | Journal article
EID:

2-s2.0-85053786247

Part of ISSN: 02684012
Contributors: Jimenez-Marquez, J.L.; Gonzalez-Carrasco, I.; Lopez-Cuadrado, J.L.; Ruiz-Mezcua, B.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier
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Automatic detection of relationships between banking operations using machine learning

Information Sciences
2019-06 | Journal article
Contributors: Israel González-Carrasco; Jose Luis Jiménez-Márquez; Jose Luis López-Cuadrado; Belén Ruiz-Mezcua
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Towards the Recognition of the Emotions of People with Visual Disabilities through Brain–Computer Interfaces

Sensors
2019-06-09 | Journal article
Contributors: Jesús Leonardo López-Hernández; Israel González-Carrasco; José Luis López-Cuadrado; Belén Ruiz-Mezcua
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Challenges and Opportunities in Analytic-Predictive Environments of Big Data and Natural Language Processing for Social Network Rating Systems

IEEE Latin America Transactions
2018 | Journal article
EID:

2-s2.0-85045008017

Part of ISSN: 15480992
Contributors: Jimenez Marquez, J.L.; Gonzalez Carrasco, I.; Lopez Cuadrado, J.L.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

Towards Human Smart Cities: Internet of Things for sensory impaired individuals

Computing
2017-01-28 | Journal article
Contributors: Alejandro R. García Ramirez; Israel González-Carrasco; Gustavo Henrique Jasper; Amarilys Lima Lopez; Jose Luis Lopez-Cuadrado; Angel García-Crespo
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Accesibility on VoD platforms via mobile devices

Communications in Computer and Information Science
2016 | Book
EID:

2-s2.0-84966642587

Part of ISSN: 18650929
Contributors: García-Crespo, Á.; López-Cuadrado, J.L.; González-Carrasco, I.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

CESARSC: Framework for creating cultural entertainment systems with augmented reality in smart cities

Computer Science and Information Systems
2016 | Journal article
EID:

2-s2.0-84977481648

Part of ISSN: 24061018 18200214
Contributors: García-Crespo, Á.; González-Carrasco, I.; López-Cuadrado, J.L.; Villanueva, D.; González, Á.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

Full accessibilty system for people with sensorial disability

Proceedings of the International Symposium on Consumer Electronics, ISCE
2016 | Conference paper
EID:

2-s2.0-85009965925

Contributors: García-Crespo, A.; Gonzalez-Carrasco, I.; Lopez-Cuadrado, J.L.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

Innovation in the Spanish twittersphere: An ontology and stakeholders’ salience analysis

Revolution of Innovation Management: The Digital Breakthrough Volume 1
2016 | Book chapter
EID:

2-s2.0-85014617112

Contributors: García-Crespo, Á.; Ceballos, M.; González-Carrasco, I.; Lado, N.; López-Cuadrado, J.L.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

MESSRS: A model-based 3D system for of recognition, semantic annotation and calculating the spatial relationships of a factory's digital facilities

Computers in Industry
2016 | Journal article
EID:

2-s2.0-84974624125

Part of ISSN: 01663615
Contributors: Pérez-Gallardo, Y.; García Crespo, Á.; López Cuadrado, J.L.; González Carrasco, I.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

SMORE: Towards a semantic modeling for knowledge representation on social media

Science of Computer Programming
2016 | Journal article
EID:

2-s2.0-84959462318

Contributors: Villanueva, D.; González-Carrasco, I.; López-Cuadrado, J.L.; Lado, N.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

Towards visually impaired autonomy in smart cities: The electronic long cane project

Design Solutions for User-Centric Information Systems
2016 | Book chapter
EID:

2-s2.0-85016032781

Contributors: Ramirez, A.R.G.; Gonzalez-Carrasco, I.; Jasper, G.H.; Lopez, A.L.; da Silva, R.F.L.; Crespo, A.G.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

Monitoring of a sugar crystallization process with fuzzy logic and digital image processing

Journal of Food Process Engineering
2015 | Journal article
EID:

2-s2.0-84921369402

Contributors: Villanueva, D.; Posada, R.; González, I.; García, A.; Martínez, A.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

Toward an Automatic Parameterization System for the Classification of Persian Lemons Using Image-Processing Techniques

Journal of Food Process Engineering
2015 | Journal article
EID:

2-s2.0-84936992905

Contributors: Posada-Gõmez, R.; Villanueva, D.; González, I.; García, Á.; Aguilar-Lasserre, A.A.; Martínez-Sibaja, A.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

Accessibility services and interactive digital television: An opportunity toreduce the digital gap

Revista Iberoamericana de Tecnologias del Aprendizaje
2014 | Journal article
EID:

2-s2.0-84906859490

Contributors: García-Crespo, A.; Ruiz-Mezcua, B.; González-Carrasco, I.; López-Cuadrado, J.L.; Hernández, Z.; Barahona, R.; De Toppin, L.H.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

I-Competere: Using applied intelligence in search of competency gaps in software project managers

Information Systems Frontiers
2014 | Journal article
EID:

2-s2.0-84906789388

Contributors: Colomo-Palacios, R.; González-Carrasco, I.; López-Cuadrado, J.L.; Trigo, A.; Varajao, J.E.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

SABUMO-dTest: Design and evaluation of an intelligent collaborative distributed testing framework

Computer Science and Information Systems
2014 | Journal article
EID:

2-s2.0-84893367180

Contributors: Colomo-Palacios, R.; López-Cuadrado, J.L.; González-Carrasco, I.; Garcia-Peñalvo, F.J.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

Towards a framework for multiple artificial neural network topologies validation by means of statistics

Expert Systems
2014 | Journal article
EID:

2-s2.0-84893660041

Contributors: Gonzalez-Carrasco, I.; Garcia-Crespo, A.; Ruiz-Mezcua, B.; Lopez-Cuadrado, J.L.; Colomo-Palacios, R.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

Exploding web 3.0 and web 2.0 for sales processes definition

Enterprise Resource Planning: Concepts, Methodologies, Tools, and Applications
2013 | Book chapter
EID:

2-s2.0-84944210238

Contributors: López-Cuadrado, J.L.; González-Carrasco, I.; García-Crespo, A.; Ruiz-Mezcua, B.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

RESYGEN: A Recommendation System Generator using domain-based heuristics

Expert Systems with Applications
2013 | Journal article
EID:

2-s2.0-84866138999

Contributors: Monfil-Contreras, E.U.; Alor-Hernández, G.; Cortes-Robles, G.; Rodriguez-Gonzalez, A.; Gonzalez-Carrasco, I.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

A neural network-based methodology for the recreation of high-speed impacts on metal armours

Neural Computing and Applications
2012 | Journal article
EID:

2-s2.0-84855984785

Contributors: Gonzalez-Carrasco, I.; Garcia-Crespo, A.; Ruiz-Mezcua, B.; Lopez-Cuadrado, J.L.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

An optimization methodology for machine learning strategies and regression problems in ballistic impact scenarios

Applied Intelligence
2012 | Journal article
EID:

2-s2.0-84862128897

Contributors: Gonzalez-Carrasco, I.; Garcia-Crespo, A.; Ruiz-Mezcua, B.; Lopez-Cuadrado, J.L.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

Collaborative and social knowledge-based incident manager

Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012
2012 | Conference paper
EID:

2-s2.0-84874263973

Contributors: López-Cuadrado, J.L.; González-Carrasco, I.; Colomo-Palacios, R.; Gómez-Rodríguez, R.; García-Crespo, Á.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

PB-ADVISOR: A private banking multi-investment portfolio advisor

Information Sciences
2012 | Journal article
EID:

2-s2.0-84861615258

Contributors: Gonzalez-Carrasco, I.; Colomo-Palacios, R.; Lopez-Cuadrado, J.L.; García-Crespo, Á.; Ruiz-Mezcua, B.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

Resyster: A hybrid recommender system for scrum team roles based on fuzzy and rough sets

International Journal of Applied Mathematics and Computer Science
2012 | Journal article
EID:

2-s2.0-84876539110

Contributors: Colomo-Palacios, R.; González-Carrasco, I.; López-Cuadrado, J.L.; García-Crespo, A.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

SABUMO: Towards a collaborative and semantic framework for knowledge sharing

Expert Systems with Applications
2012 | Journal article
EID:

2-s2.0-84859217920

Contributors: López-Cuadrado, J.L.; Colomo-Palacios, R.; González-Carrasco, I.; García-Crespo, A.; Ruiz-Mezcua, B.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

SEffEst: Effort estimation in software projects using fuzzy logic and neural networks

International Journal of Computational Intelligence Systems
2012 | Journal article
EID:

2-s2.0-84864695800

Contributors: González-Carrasco, I.; Colomo-Palacios, R.; López-Cuadrado, J.L.; Peñalvo, F.J.G.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

SINVLIO: Using semantics and fuzzy logic to provide individual investment portfolio recommendations

Knowledge-Based Systems
2012 | Journal article
EID:

2-s2.0-84855944971

Contributors: García-Crespo, A.; López-Cuadrado, J.L.; González-Carrasco, I.; Colomo-Palacios, R.; Ruiz-Mezcua, B.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

A review of conventional and knowledge based systems for machining price quotation

Journal of Intelligent Manufacturing
2011 | Journal article
EID:

2-s2.0-84855498790

Contributors: García-Crespo, A.; Ruiz-Mezcua, B.; López-Cuadrado, J.L.; González-Carrasco, I.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

An expert system development tool for non AI experts

Expert Systems with Applications
2011 | Journal article
EID:

2-s2.0-77956620071

Contributors: Ruiz-Mezcua, B.; Garcia-Crespo, A.; Lopez-Cuadrado, J.L.; Gonzalez-Carrasco, I.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

Dealing with limited data in ballistic impact scenarios: An empirical comparison of different neural network approaches

Applied Intelligence
2011 | Journal article
EID:

2-s2.0-79959380409

Contributors: Gonzalez-Carrasco, I.; Garcia-Crespo, A.; Ruiz-Mezcua, B.; Lopez-Cuadrado, J.L.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

Methodology for software development estimation optimization based on neural networks

IEEE Latin America Transactions
2011 | Journal article
EID:

2-s2.0-79959563602

Contributors: García-Crespo, A.; González-Carrasco, I.; Colomo-Palacios, R.; López-Cuadrado, J.L.; Ruiz-Mezcua, B.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

SEAN: Multi-ontology semantic annotation for highly accurate closed domains

International Journal of Physical Sciences
2011 | Journal article
EID:

2-s2.0-79957955344

Contributors: Gómez-Berbís, J.M.; Colomo-Palacios, R.; López-Cuadrado, J.L.; González-Carrasco, I.; García-Crespo, A.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

Sem-Fit: A semantic based expert system to provide recommendations in the tourism domain

Expert Systems with Applications
2011 | Journal article
EID:

2-s2.0-79957996380

Contributors: García-Crespo, A.; López-Cuadrado, J.L.; Colomo-Palacios, R.; González-Carrasco, I.; Ruiz-Mezcua, B.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

Semantic model for knowledge representation in e-business

Knowledge-Based Systems
2011 | Journal article
EID:

2-s2.0-78650820095

Contributors: Garcia-Crespo, A.; Ruiz-Mezcua, B.; Lopez-Cuadrado, J.L.; Gonzalez-Carrasco, I.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

Development of a web-based quotation expert system for machined parts

International Journal of Computer Applications in Technology
2010 | Journal article
EID:

2-s2.0-77949868491

Contributors: López-Cuadrado, J.L.; García-Crespo, A.; Ruiz-Mezcua, B.; Gómez-Berbis, J.M.; González-Carrasco, I.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

Multilayer perceptron training optimization for high speed impacts classification

Lecture Notes in Electrical Engineering
2009 | Book
EID:

2-s2.0-78651585229

Contributors: Garcia-Crespo, A.; Ruiz-Mezcua, B.; Gonzalez-Carrasco, I.; Lopez-Cuadrado, J.L.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

Architectures for knowledge-based management of B2B conversations,Arquitecturas para gestión de conversaciones B2B basadas en conocimiento

7th Jornadas Iberoamericanas de Ingenieria de Software e Ingenieria del Conocimiento 2008, JIISIC 2008
2008 | Conference paper
EID:

2-s2.0-84883077463

Contributors: López-Cuadrado, J.L.; Gómez, J.M.; Crespo, A.G.; Mezcua, B.R.; González-Carrasco, I.; Alor-Hernández, G.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

Applying an expert system to factory budget calculations

IEEE International Conference on Emerging Technologies and Factory Automation, ETFA
2005 | Conference paper
EID:

2-s2.0-33847322936

Contributors: López-Cuadrado, J.L.; González-Carrasco, I.; García-Crespo, A.; Ruiz-Mezcua, B.; Fernandez-Heijnen, Y.; Cantero-Guisández, J.L.
Source: Self-asserted source
ISRAEL GONZALEZ-CARRASCO via Scopus - Elsevier

Peer review (151 reviews for 16 publications/grants)

Review activity for Applied intelligence. (17)
Review activity for Applied intelligence. (49)
Review activity for Electronics. (2)
Review activity for Expert systems with applications. (6)
Review activity for Expert systems. (16)
Review activity for Heliyon. (1)
Review activity for IEEE access : (1)
Review activity for Journal of intelligent manufacturing. (3)
Review activity for Journal of intelligent systems. (1)
Review activity for Neural computing & applications. (18)
Review activity for Neural computing & applications. (4)
Review activity for Neural processing letters. (9)
Review activity for Neural Processing Letters. (1)
Review activity for Sensors. (1)
Review activity for Social network analysis and mining. (3)
Review activity for Soft computing. (19)