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Interpreting machine learning models for survival analysis: a study of cutaneous melanoma using the SEER database
(2024-02-25)
Part of book or chapter of book
Restricted access - publisher's policyIn this study, we train and compare three types of machine learning algorithms for Survival Analysis: Random Survival Forest, DeepSurv and DeepHit, using the SEER database to model cutaneous malignant melanoma. Additionally, ... -
In-person school reopening and the spread of SARS-CoV-2 during the second wave in Spain
(Frontiers Media SA, 2023-10-30)
Part of book or chapter of book
Open Access -
Internet gaming disorder clustering based on personality traits in adolescents, and Its relation with comorbid psychological symptoms
(2021-08)
Part of book or chapter of book
Open AccessIn recent years, the evidence regarding Internet Gaming Disorder (IGD) suggests that some personality traits are important risk factors for developing this problem. The heterogeneity involved in problematic online gaming ... -
Sentiment analysis of financial news: mechanics and statistics
(Springer, 2021-06-11)
Part of book or chapter of book
Open AccessThis chapter describes the basic mechanics for building a forecasting model that uses as input sentiment indicators derived from textual data. In addition, as we focus our target of predictions on financial time series, ... -
The association between Internet Gaming Disorder or pathological videogame use and comorbid psychopathology: a comprehensive review
(2019-03-01)
Part of book or chapter of book
Open AccessThe addictive use of video games is recognized as a problem with clinical relevance and is included in international diagnostic manuals and classifications of diseases. The association between “Internet addiction” and ... -
Intelligent management of measurement units equivalences in food databases
(Springer, 2018-10-23)
Part of book or chapter of book
Restricted access - publisher's policyThis book constitutes the refereed proceedings of the 18th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2018, held in Granada, Spain, in October 2018. The 36 full papers presented were carefully ... -
Marshall-Olkin extended Zipf distribution
(Springer, 2015-12-18)
Part of book or chapter of book
Open AccessBeing able to generate large synthetic graphs resembling those found in the real world, is of high importance for the design of new graph algorithms and benchmarks. In this paper, we first compare several probability models ... -
Using the Marshall-Olkin extended Zipf distribution in graph generation
(Springer, 2015-12-18)
Part of book or chapter of book
Restricted access - publisher's policyBeing able to generate large synthetic graphs resembling those found in the real world, is of high importance for the design of new graph algorithms and benchmarks. In this paper, we first compare several probability models ... -
Overview on agent-based social modelling and the use of formal languages
(IGI Global, 2013-07)
Part of book or chapter of book
Open AccessTransdisciplinary Models and Applications investigates a variety of programming languages used in validating and verifying models in order to assist in their eventual implementation. This book will explore different methods ... -
Large-scale social simulation, dealing with complexity challenges in high performance environments
(IGI Global Inc, 2014-04-01)
Part of book or chapter of book
Restricted access - publisher's policyAdvances on information technology in the past decades have provided new tools to assist scientists in the study of social and natural phenomena. Agent-based modeling techniques have flourished recently, encouraging the ... -
Identifying nutritional patterns through integrative multiview clustering
(IOSPress, 2015)
Part of book or chapter of book
Restricted access - publisher's policyThe main goal of this work is to develop a methodology for finding nutritional patterns based on a variety of subject characteristics which can contribute to better understand the interactions between nutrition and health, ... -
An application of the isometric log-ratio transformation in relatedness research
(Springer, 2016)
Part of book or chapter of book
Restricted access - publisher's policyAbstract Genetic marker data contains information on the degree of relatedness of a pair of individuals. Relatedness investigations are usually based on the extent to which alleles of a pair of individuals match over a set ...
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