List of research papers on journals and conference proceedings published by the IDAL members.

163 entries « 2 of 4 »

2021

Solano, Alberto; Fayos, Ivan; na, Alberto Urue; Mart'inez-Sober, Marcelino; Mateo, Fernando; Soria-Olivas, Emilio

Analysis of the Pre and Post-COVID-19 Lockdown Use of Smartphone Apps in Spain Journal Article

In: Applied Sciences, vol. 11, no. 13, 2021, ISSN: 2076-3417.

Abstract | Links | BibTeX

Selvi, Jose; Rodríguez, Ricardo J.; Soria-Olivas, Emilio

Toward Optimal LSTM Neural Networks for Detecting Algorithmically Generated Domain Names Journal Article

In: IEEE Access, vol. 9, pp. 126446-126456, 2021.

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Grande-Fidalgo, Alejandro; Calpe, Javier; Redón, Mónica; Millán-Navarro, Carlos; Soria-Olivas, Emilio

Lead Reconstruction Using Artificial Neural Networks for Ambulatory ECG Acquisition Journal Article

In: Sensors, vol. 21, no. 16, 2021, ISSN: 1424-8220.

Abstract | Links | BibTeX

Barbieri, Carlo; Neri, Luca; Chermisi, Milena; Bolzoni, Elena; Cattinelli, Isabella; Decker, Wolfgang; Stuard, Stefano; Martín-Guerrero, José D.; Mari, Flavio

How to assess the risks associated with the usage of a medical device based on predictive modeling: the case of an anemia control model certified as medical device Journal Article

In: Expert Review of Medical Devices, vol. 18, no. 11, pp. 1117-1121, 2021, (PMID: 34612120).

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Ding, Yongcheng; Chen, Xi; Magdalena-Benedicto, Rafael; Martín-Guerrero, José D.

Quantum Stream Learning Miscellaneous

2021.

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M, Miragall; JJ, Garcés; RM, Baños

Exploring the Heterogeneity and Trajectories of Positive Functioning Variables, Emotional Distress, and Post-traumatic Growth During Strict Confinement Due to COVID-19 Journal Article

In: J Happiness Stud, pp. 21-26, 2021.

BibTeX

Flores-Garrigós, Carlos; Vicent-Camisón, Juan; Garcés-Iniesta, Juan J.; Soria-Olivas, Emilio; Gómez-Sanchís, Juan; Mateo, Fernando

Reconstruction of Ultra-High Vacuum Mass Spectra Using Genetic Algorithms Journal Article

In: Applied Sciences, vol. 11, no. 24, 2021, ISSN: 2076-3417.

Abstract | Links | BibTeX

2020

Mohmara, Yasser Alakhdar; Cook, Jill; Benítez-Martínez, Josep C.; McPeek, Emily R.; Aguilar, Antonio Alberola; Olivas, Emilio Soria; Hernandez-Sanchez, Sergio

Influence of genetic factors in elbow tendon pathology: a case-control study Journal Article

In: Scientific Reports, vol. 10, no. 1, pp. 6503, 2020, ISBN: 2045-2322.

Abstract | Links | BibTeX

Ding, Yongcheng; Martín-Guerrero, José D; Sanz, Mikel; Magdalena-Benedicto, Rafael; Chen, Xi; Solano, Enrique

Retrieving Quantum Information with Active Learning Journal Article

In: Phys. Rev. Lett., vol. 124, pp. 140504, 2020.

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Pellicer-Valero, Oscar J; Rupérez, María José; Martínez-Sanchis, Sandra; Martín-Guerrero, José D

Real-time biomechanical modeling of the liver using Machine Learning models trained on Finite Element Method simulations Journal Article

In: Expert Systems with Applications, vol. 143, pp. 113083, 2020, ISSN: 0957-4174.

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Muñoz-Gil, Gorka; Garcia-March, Miguel Angel; Manzo, Carlo; Martín-Guerrero, José D; Lewenstein, Maciej

Single trajectory characterization via machine learning Journal Article

In: New Journal of Physics, vol. 22, no. 1, pp. 013010, 2020.

Abstract | Links | BibTeX

Casaña-Eslava, Raúl V; Lisboa, Paulo J G; Ortega-Martorell, Sandra; Jarman, Ian H; Martín-Guerrero, José D

Probabilistic quantum clustering Journal Article

In: Knowledge-Based Systems, vol. 194, pp. 105567, 2020, ISSN: 0950-7051.

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Pellicer-Valero, Oscar J; Cattinelli, Isabella; Neri, Luca; Mari, Flavio; Martín-Guerrero, José D; Barbieri, Carlo

Enhanced prediction of hemoglobin concentration in a very large cohort of hemodialysis patients by means of deep recurrent neural networks Journal Article

In: Artificial Intelligence in Medicine, vol. 107, pp. 101898, 2020, ISSN: 0933-3657.

Abstract | Links | BibTeX

RV, Casaña-Eslava; S, Ortega-Martorell; Lisboa PJ, Candiota AP; Julià-Sapé M, Martín-Guerrero JD

Robust Conditional Independence maps of single-voxel Magnetic Resonance Spectra to elucidate associations between brain tumours and metabolites Journal Article

In: PLoS ONE, vol. 15, no. 7, pp. e0235057, 2020.

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Ding, Yongcheng; Ban, Yue; Martín-Guerrero, José D; Solano, Enrique; Casanova, Jorge; Chen, Xi

Breaking Adiabatic Quantum Control with Deep Learning Miscellaneous

2020.

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Pellicer-Valero, Oscar J; Martín-Guerrero, José D; Cigarán-Méndez, Margarita I; Écija-Gallardo, Carmen; Fernández-de-las-Peñas, César; Navarro-Pardo, Esperanza

Mathematical Modeling for Neuropathic Pain: Bayesian Linear Regression and Self-Organizing Maps Applied to Carpal Tunnel Syndrome Journal Article

In: Symmetry-Basel, vol. 12, no. 10 (1581), pp. 1-15, 2020, ISSN: 2073-8994.

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García-García, Raquel; Guerrero, Juan F; Lavilla-Miyasato, Manuel; Magdalena, Jose R; Ordoño, Juan F; Llansola, Marta; Montoliu, Carmina; Teruel-Martí, Vicent; Felipo, Vicente

Hyperammonemia alters the mismatch negativity in the auditory evoked potential by altering functional connectivity and neurotransmission Journal Article

In: Journal of Neurochemistry, vol. 154, no. 1, pp. e14941, 2020.

Abstract | Links | BibTeX

Galassi, Alessio; Martín-Guerrero, JoséD.; Villamor, Eduardo; Monserrat, Carlos; Rupérez, María José

Risk Assessment of Hip Fracture Based on Machine Learning Journal Article

In: Applied Bionics and Biomechanics, vol. 2020, pp. 8880786, 2020, ISBN: 1176-2322.

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Pellicer-Valero, Oscar J; Fernández-de-las-Peñas, César; Martín-Guerrero, José D; Navarro-Pardo, Esperanza; Cigarán-Méndez, Margarita I; Florencio, Lidiane L

Patient Profiling Based on Spectral Clustering for an Enhanced Classification of Patients with Tension-Type Headache Journal Article

In: Applied Sciences, vol. 10, no. 24, 2020, ISSN: 2076-3417.

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Aliño-Dies, María; Sánchez-Ortí, Joan Vicent; Correa-Ghisays, Patricia; Balanzá-Martínez, Vicent; Vila-Francés, Joan; Selva-Vera, Gabriel; Correa-Estrada, Paulina; Forés-Martos, Jaume; Valenzuela, Constanza San-Martín; Monfort-Pañego, Manuel; Ayesa-Arriola, Rosa; Ruiz-Veguilla, Miguel; Crespo-Facorro, Benedicto; Tabarés-Seisdedos, Rafael

Grip Strength, Neurocognition, and Social Functioning in People WithType-2 Diabetes Mellitus, Major Depressive Disorder, Bipolar Disorder, and Schizophrenia Journal Article

In: Frontiers in Psychology, vol. 11, pp. 3283, 2020, ISSN: 1664-1078.

Abstract | Links | BibTeX

Pellicer-Valero, Oscar J; Barbieri, Carlo; Mari, Flavio; Martín-Guerrero, José D

AIM in Hemodialysis Book Chapter

In: Lidströmer, Niklas; Ashrafian, Hutan (Ed.): Artificial Intelligence in Medicine, pp. 1–14, Springer International Publishing, Cham, 2020, ISBN: 978-3-030-58080-3.

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Sánchez-Montañés, Manuel; Rodríguez-Belenguer, Pablo; Serrano-López, Antonio J.; Soria-Olivas, Emilio; Alakhdar-Mohmara, Yasser

Machine Learning for Mortality Analysis in Patients with COVID-19 Journal Article

In: International Journal of Environmental Research and Public Health, vol. 17, no. 22, 2020, ISSN: 1660-4601.

Abstract | Links | BibTeX

2019

Lamata, L; Alvarez-Rodriguez, U; Martín-Guerrero, J D; Sanz, M; Solano, E

Quantum autoencoders via quantum adders with genetic algorithms Journal Article

In: Quantum Science and Technology, vol. 4, no. 1, pp. 014007, 2019.

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Bianchi, Federico; Grimaldo, Francisco; Squazzoni, Flaminio

The F3-index. Valuing reviewers for scholarly journals Journal Article

In: Journal of Informetrics, vol. 13, no. 1, pp. 78 - 86, 2019, ISSN: 1751-1577.

Abstract | Links | BibTeX

Botella, Carmen; Rueda, Silvia; López-Iñesta, Emilia; Marzal, Paula

Gender Diversity in STEM Disciplines: A Multiple Factor Problem Journal Article

In: Entropy, vol. 21, no. 1, 2019, ISSN: 1099-4300.

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Bravo, Giangiacomo; Grimaldo, Francisco; López-Iñesta, Emilia; Mehmani, Bahar; Squazzoni, Flaminio

The effect of publishing peer review reports on referee behavior in five scholarly journals Journal Article

In: Nature Communications, vol. 10, no. 1, pp. 322, 2019, ISSN: 2041-1723.

Abstract | Links | BibTeX

López, Alberto Urueña; Mateo, Fernando; Navío-Marco, Julio; Martínez-Martínez, José María; Gómez-Sanchís, Juan; Vila-Francés, Joan; Serrano-López, Antonio José

Analysis of Computer User Behavior, Security Incidents and Fraud Using Self-Organizing Maps Journal Article

In: Computers & Security, 2019, ISSN: 0167-4048.

Abstract | Links | BibTeX

Pina, David G; Barać, Lana; Buljan, Ivan; Grimaldo, Francisco; Marušić, Ana

Effects of seniority, gender and geography on the bibliometric output and collaboration networks of European Research Council (ERC) grant recipients Journal Article

In: PLOS ONE, vol. 14, no. 2, pp. 1-16, 2019.

Abstract | Links | BibTeX

Casaña-Eslava, Raúl V.; Lisboa, Paulo J G; Ortega-Martorell, Sandra; Jarman, Ian H; Martíí-Guerrero, José D

Quantum Autoencoders via Quantum Adders with Genetic Algorithms Journal Article

In: arXiv Statistics - Machine Learning, arXiv:1902.05578, 2019.

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Lewenstein, Gorka Muñoz-Gil; Miguel Angel Garcia-March; Carlo Manzo; José Martín-Guerrero; Maciej D

Machine learning method for single trajectory characterization Journal Article

In: 2019.

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Ding, Yongcheng; Lamata, Lucas; Sanz, Mikel; Martín-Guerrero, José D; Lizaso, Enrique; Mugel, Samuel; Chen, Xi; Orús, Román; Solano, Enrique

Towards Prediction of Financial Crashes with a D-Wave Quantum Computer Journal Article

In: arXiv Quantum Physics, 1904.05803 [quant-ph], 2019.

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Martín, Ana; Candelas, Bruno; Rodríguez-Rozas, Ángel; Martín-Guerrero, José D.; Chen, Xi; Lamata, Lucas; Orús, Román; Solano, Enrique; Sanz, Mikel

Towards Pricing Financial Derivatives with an IBM Quantum Computer Journal Article

In: arXiv Quantum Physics, 1904.05803 [quant-ph], 2019.

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Dondio, Pierpaolo; Casnici, Niccolò; Grimaldo, Francisco; Gilbert, Nigel; Squazzoni, Flaminio

The “invisible hand” of peer review: The implications of author-referee networks on peer review in a scholarly journal Journal Article

In: Journal of Informetrics, vol. 13, no. 2, pp. 708 - 716, 2019, ISSN: 1751-1577.

Abstract | Links | BibTeX

Castro, Sergio; Aragon, Fernando; R, Rafael Sola; Serrano, Antonio J; Soria, Emilio; Gil, Jesús

Vibration Monitoring of the Mechanical Harvesting of Citrus to Improve Fruit Detachment Efficiency Journal Article

In: Sensors, vol. 19, no. 8, pp. 1760, 2019.

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Selvi, Jose; Rodríguez, Ricardo; Soria-Olivas, Emilio

Detection of algorithmically generated malicious domain names using masked N-grams Journal Article

In: Expert Syst. Appl., vol. 124, pp. 156–163, 2019.

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Correa-Ghisays, Patricia; Sánchez-Ortí, Joan Vicent; Ayesa-Arriola, Rosa; Setién-Suero, Esther; Balanzá-Martínez, Vicent; Selva-Vera, Gabriel; Ruiz-Ruiz, Juan Carlos; Vila-Francés, Joan; Martinez-Aran, Anabel; Vivas-Lalinde, Juliana; Conforte-Molina, Candela; San-Martín, Constanza; Martínez-Pérez, Carlos; Fuentes-Durá, Inmaculada; Crespo-Facorro, Benedicto; Tabarés-Seisdedos, Rafael

Visual memory dysfunction as a neurocognitive endophenotype in bipolar disorder patients and their unaffected relatives. Evidence from a 5-year follow-up Valencia study. Journal Article

In: Journal of Affective Disorders, vol. 257, pp. 31 - 37, 2019, ISSN: 0165-0327.

Abstract | Links | BibTeX

Casaña-Eslava, Raúl V; Martín-Guerrero, José D; Ortega-Martorell, Sandra; Lisboa, Paulo J G; Jarman, Ian H

Scalable implementation of measuring distances in a Riemannian manifold based on the Fisher Information metric Inproceedings

In: International Joint Conference on Artificial Neural Networks IJCNN 2019, paper N-19892, Budapest, Hungary, 2019.

BibTeX

Bacciu, D; Biggio, Battista; Lisboa, Paulo J G; Martín-Guerrero, José D; Oneto, L; Vellido, Alfredo

Societal Issues in Machine Learning: When Learning from Data is Not Enough Inproceedings

In: 27$^th$ European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2019), pp. 455–464, Bruges, Belgium, 2019.

BibTeX

Martínez-Sanchis, S; Budia, A; Romero-Martín, J A; Pérez-González, Antonio; Monserrat, C; Martín-Guerrero, J D; Rupérez, M J

In vivo characterization of the patient-specific biomechanical behavior of the breast Inproceedings

In: 25$^th$ Congress of the European Society of Biomechanics (ESB 2019), pp. 472, Vienna, Austria, 2019.

BibTeX

Ding, Yongcheng; Martín-Guerrero, José D; Sanz, Mikel; Magdalena-Benedicto, Rafael; Chen, Xi; Solano, Enrique

Retrieving Quantum Information with Active Learning Miscellaneous

2019.

BibTeX

Correa-Ghisays, Patricia; Sánchez-Ort'i, Joan Vicent; Ayesa-Arriola, Rosa; Setién-Suero, Esther; Balanzá-Mart'inez, Vicent; Selva-Vera, Gabriel; Ruiz-Ruiz, Juan Carlos; Vila-Francés, Joan; Martinez-Aran, Anabel; Vivas-Lalinde, Juliana; others,

Visual memory dysfunction as a neurocognitive endophenotype in bipolar disorder patients and their unaffected relatives. Evidence from a 5-year follow-up Valencia study. Journal Article

In: Journal of affective disorders, vol. 257, pp. 31–37, 2019.

BibTeX

2018

Bianchi, Federico; Grimaldo, Francisco; Bravo, Giangiacomo; Squazzoni, Flaminio

The peer review game: an agent-based model of scientists facing resource constraints and institutional pressures Journal Article

In: Scientometrics, vol. 116, no. 3, pp. 1401–1420, 2018, ISSN: 1588-2861.

Abstract | Links | BibTeX

Grimaldo, Francisco; Paolucci, Mario; Sabater-Mir, Jordi

Reputation or peer review? The role of outliers Journal Article

In: Scientometrics, vol. 116, no. 3, pp. 1421–1438, 2018, ISSN: 1588-2861.

Abstract | Links | BibTeX

Bravo, Giangiacomo; Farjam, Mike; Moreno, Francisco Grimaldo; Birukou, Aliaksandr; Squazzoni, Flaminio

Hidden connections: Network effects on editorial decisions in four computer science journals Journal Article

In: Journal of Informetrics, vol. 12, no. 1, pp. 101 - 112, 2018, ISSN: 1751-1577.

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Grimaldo, Francisco; Marušić, Ana; Squazzoni, Flaminio

Fragments of peer review: A quantitative analysis of the literature (1969-2015) Journal Article

In: PLOS ONE, vol. 13, no. 2, pp. 1-14, 2018.

Abstract | Links | BibTeX

Lamata, Lucas; Alvarez-Rodriguez, Unai; Martín-Guerrero, José D; Sanz, Mikel; Solano, Enrique

Quantum Autoencoders via Quantum Adders with Genetic Algorithms Inproceedings

In: American Physical Society March Meeting 2018, Los Angeles, CA, United States, 2018.

BibTeX

Martín-Guerrero, José D

Enhancing ML through the synergy of classical and quantum approaches Inproceedings

In: Workshop on Quantum Machine Learning and Biomimetic Quantum Technologies (QML-BQT 2018), Bilbao, Spain, 2018.

BibTeX

Casaña-Eslava, Raúl V

Probabilistic Quantum Clustering Inproceedings

In: Workshop on Quantum Machine Learning and Biomimetic Quantum Technologies (QML-BQT 2018), Bilbao, Spain, 2018.

BibTeX

Bacciu, D; Lisboa, Paulo J G; and. Stoeam, José Martín-Guerrero D R; Vellido, Alfredo

Bioinformatics and medicine in the era of deep learning Inproceedings

In: Proceedings of the 26th European Symposium on Artificial Neural Networks, pp. 345–354, Bruges, Belgium, 2018.

BibTeX

Casana-Eslava, Raul V; Jarman, Ian H; Ortega-Martorell, Sandra; Lisboa, Paulo J; Martínez-Guerrero, José D

Structure finding stabilization and optimization with the PC algorithm Inproceedings

In: Proceedings of the 15th International Conference on Computational Intelligence methods for Bioinformatics and Biostatistics, Lisbon, Portugal, 2018.

BibTeX

163 entries « 2 of 4 »