publicações selecionadas
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artigo académico
- An Evolutionary Neural Network Approach for Slopes Stability Assessment. Applied Sciences. 2023
- From quality control to decision-making on the management of bridges and structures: What's next?. Journal of Materials and Engineering Structures. 2020
- Erratum: Stability Condition Identification of Rock and Soil Cutting Slopes Based on Soft Computing (Journal of Computing in Civil Engineering DOI: 10.1061/(ASCE)CP.1943-5487.0000739). Journal of Computing in Civil Engineering. 2018
- Prediction of Soil-Cement Mechanical Properties Using EC2 Approach. AMR. 2013
- A data mining approach for predicting Jet Grouting geomechanical parameters. ASCE. 2011
- ENSAIOS EM ANCORAGENS - MODELAÇÃO SIMPLIFICADA 2010
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artigo de conferência
- Vulnerability assessment of existing bridges to scour, based on an indirect monitoring approach and machine learning tools 2022
- Vulnerability assessment of existing bridges to scour: an indirect monitoring approach 2022
- Uso de algoritmos genéticos e redes neurais artificiais na identificação do nível de estabilidade de taludes rochosos 2021
- Effect of Climate Change on Railway Maintenance: A Systematic Review 2021
- Development of VRS empirical system for volcanic rocks 2021
- Maintenance planning framework for rock slopes management 2021
- Rockburst risk assessment based on soft computing algorithms. Lecture Notes in Civil Engineering. 2021
- Time history analysis of an existing structure in accordance with Turkish and European standards 2021
- The contribution of AI tools in Intelligent Transportation Management Systems 2020
- Data-driven approach to predict unconfined compression strength of laboratory soil stabilized with cementitious binders 2019
- Artificial neural networks for soil embankments stability condition identification,Réseaux de neurones artificiels pour l'identification des conditions de stabilité des remblais de sol 2019
- Uso de ferramentas de Data Mining na identificação do nível de estabilidade de taludes em aterro 2018
- Rock and soil cutting slopes stability condition identification based on soft computing algorithms 2018
- Machine learning algorithms for rock cutting slopes stability condition identification 2018
- Using soft computing tools for piezometric level prediction 2018
- Data-driven classification approaches for stability condition prediction of soil cutting slopes 2017
- Use of data mining tools for cut soil slope condition state identification 2016
- Identificação do estado de condição de taludes em rocha através da aplicação de ferramentas estatísticas avançadas 2016
- A data-driven approach for q¿ prediction of laboratory soil-cement mixtures. Procedia Engineering. 2016
- Multiobjective Optimization of Maintenance Scheduling: Application to Slopes and Retaining Walls. Procedia Engineering. 2016
- Application of Markov chains in the prediction of rock slopes degradation 2015
- SQI – A quality assessment index for rock slopes 2015
- Update of data mining models for the prediction of laboratory soil-cement mechanical properties 2014
- Use of data mining in design of soil improvement by jet grouting 2014
- Updating of the Hierarchical Rock Mass Rating (HRMR) system and a new subsystem developed for weathered granite formations 2014
- Modelo analítico do EC2 na previsão das propriedades mecânicas de misturas solo-cimento usando resultados a idades jovens 2014
- Characterization, modeling, and evaluation of geotechnical engineering systems 2014
- Prediction of soil-cement mechanical properties by EC2 modified approach based on early age test results. Geotechnical Special Publication. 2014
- Sistema de avaliação de qualidade de taludes rochosos em fase de exploração 2014
- Uso de cadeias de markov na previsão da degradação de taludes 2014
- Data-driven models for uniaxial compressive strength prediction applied to unseen data 2013
- An anchored retaining wall in CSM 2013
- Utilização de máquina de vetores de suporte na previsão do comportamento mecânico de formulações laboratoriais de solo-cimento para colunas de jet grouting 2012
- Application of a sensitivity analysis procedure to interpret uniaxial compressive strength prediction of jet grouting laboratory formulations performed by SVM model 2012
- Application of data mining in transportation geotechnics 2012
- Jet Grouting Mechanicals Properties Prediction using Data Mining Techniques. Geotechnical Special Publication. 2012
- Jet grouting deformability modulus prediction using data mining tools 2012
- A data mining approach for jet grouting uniaxial compressive strength prediction 2011
- Support vector machines in mechanical properties prediction of jet grouting columns 2011
- Uniaxial compressive strength prediction of jet grouting columns using support vector machines 2011
- Application of data mining in transportation geotechnics 2011
- Application of data mining techniques in the estimation of mechanical properties of Jet Grouting laboratory formulations over time 2011
- Application of data mining techniques to estimate elastic young modulus over time of jet grouting laboratory formulations 2010
- Aplicação das técnicas de data mining na previsão do comportamento mecânico de colunas de Jet Grouting 2010
- Aplicação de um modelo hidromecânico na avaliação da segurança de uma barragem gravidade 2010
- A data mining approach for Jet Grouting Uniaxial Compressive Strength prediction. World Congress on Nature and Biologically Inspired Computing. 2009
- Portuguese steel slags. A new geomaterial 2009
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artigo de revista
- Adaptation of traditional risk-based methodology for slopes to probabilistic-based approach integrating surrogate models. Computers and Geotechnics. 2023
- A Decision Tree for Rockburst Conditions Prediction. Applied Sciences. 2023
- Scour Detection with Monitoring Methods and Machine Learning Algorithms—A Critical Review. Applied Sciences. 2023
- Prediction of elastic modulus for fibre-reinforced soil-cement mixtures: a machine learning approach 2022
- Viability Study of the Application of Bi-Block Concrete Sleepers as a Solution for Technical Landfills. Applied Sciences. 2022
- Dynamic analysis and modeling movement transmission of soil construction interaction 2022
- Predictive and prescriptive analytics in transportation geotechnics: Three case studies. Transportation Engineering. 2021
- Soil-cement mixtures reinforced with fibers: a data-driven approach for mechanical properties prediction 2021
- Piezometric level prediction based on data mining techniques. Expert Systems with Applications. 2020
- From quality control to decision-making on the management of bridges and structures: what's next?. Journal of Materials and Engineering Structures. 2020
- A novel approach based on soft computing techniques for unconfined compression strength prediction of soil cement mixtures. Expert Systems with Applications. 2019
- Abordagem data mining para a previsão da sesistência à compressão uniaxial de misturas laboratoriais de solo-cimento. Geotecnia, Revista da Sociedade Portuguesa de Geotecnia. 2019
- Data-Driven Model for Stability Condition Prediction of Soil Embankments Based on Visual Data Features. Journal of Computing in Civil Engineering. 2018
- Geomechanical characterization of volcanic rocks using empirical systems and data mining techniques. Journal of Rock Mechanics and Geotechnical Engineering. 2018
- Jet grouting column diameter prediction based on a data-driven approach. European Journal of Environmental and Civil Engineering. 2018
- Stability Condition Identification of Rock and Soil Cutting Slopes Based on Soft Computing. Journal of Computing in Civil Engineering. 2018
- Advanced tools and techniques to add value to soil stabilization practice. Innovative Infrastructure Solutions. 2017
- The use of data mining techniques in rockburst risk assessment. Engineering. 2017
- An application of Markov chains to predict the evolution of performance indicators based on pavement historical data. International Journal of Pavement Engineering. 2016
- A new empirical system for rock slope stability analysis in exploitation stage. International Journal of Rock Mechanics and Mining Sciences. 2015
- Modelling Tyre-Road Noise with Data Mining Techniques. Archives of Acoustics. 2015
- A Novel Approach to Predicting Young’s Modulus of Jet Grouting Laboratory Formulations over Time using Data Mining Techniques. Engineering Geology. 2014
- Support vector machines applied to uniaxial compressive strength prediction of jet grouting columns. Computers and Geotechnics. 2014
- Updating of the hierarchical rock mass rating (HRMR) system and a new subsystem developed for weathered granite formations. International Journal of Mining Science and Technology. 2014
- Artificial intelligence applications in transportation geotechnics. Geotechnical and Geological Engineering. 2013
- Previsão do comportamento mecânico de formulações laboratoriais de solo-cimento para colunas de jet grouting com recurso a máquina de vetores de suporte 2012
- Application of data mining techniques in the estimation of the uniaxial compressive strength of jet grouting columns over time. Cement & Concrete Composites. 2011
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capítulo de livro
- Maintenance Planning Framework for Rock Slope Management 2022
- Combining Artificial Neural Networks and Genetic Algorithms for Rock Cuttings Slopes Stability Condition Identification. Springer Series in Geomechanics and Geoengineering. 2020
- Using data mining techniques to predict deformability properties of jet grouting laboratory formulations over time. Computational Methods in Applied Sciences. 2011
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documento
- Maintenance planning framework for rock slopes management 2021
- Preface. Springer Series in Geomechanics and Geoengineering. 2020
- Update of Data Mining Models for the Prediction of Laboratory Soil-Cement Mechanical Properties 2014
- Use of Data Mining in Design of Soil Improvement by Jet Grouting 2014
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livro
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teses