Algoritmi | User | Joaquim Agostinho Barbosa Tinoco

Joaquim Agostinho Barbosa Tinoco

Joaquim Agostinho Barbosa Tinoco

At LASI

Other with PhD

Member of the CALG R&D Unit

Academic Degree

PhD

Current Position

Other at Escola de Engenharia da Universidade do Minho

Personal Webpage

Personal Email

jtinoco@civil.uminho.pt

Orcid

0000-0001-6824-5221

Researcher ID

C-2925-2013

FCT Public Key

J519613624U9

Ciência ID

1,26E+15

Google Scholar

About Me



Adaptation of traditional risk-based methodology for slopes to probabilistic-based approach integrating surrogate models

Computers and Geotechnics

2023 | journal-article

An Evolutionary Neural Network Approach for Slopes Stability Assessment

Applied Sciences

2023 | journal-article

A Decision Tree for Rockburst Conditions Prediction

Applied Sciences

2023 | journal-article

Scour Detection with Monitoring Methods and Machine Learning Algorithms—A Critical Review

Applied Sciences

2023 | journal-article

Prediction of Elastic Modulus for Fibre-Reinforced Soil-Cement Mixtures: A Machine Learning Approach

Applied Sciences

2022 | journal-article

Viability Study of the Application of Bi-Block Concrete Sleepers as a Solution for Technical Landfills

Applied Sciences

2022 | journal-article

Effect of climate change on railway maintenance: a systematic review

31st European Safety and Reliability Conference (ESREL 2021)

2021 | conference-paper

Predictive and prescriptive analytics in transportation geotechnics: Three case studies

Transportation Engineering

2021 | journal-article

Time history analysis of an existing structure in accordance with turkish and european standards

IABSE Congress Ghent 2021 - Structural Engineering for Future Societal Needs

2021 | conference-paper

Uso de algoritmos genéticos e redes neurais artificiais na identificação do nível de estabilidade de taludes rochosos

17ºCongresso Nacional de Geotecnia - A Geo, as ciências e a tecnologia (17CNG 2020)

2021 | conference-paper

Soil-Cement Mixtures Reinforced with Fibers: A Data-Driven Approach for Mechanical Properties Prediction

Applied Sciences

2021 | journal-article

Maintenance Planning Framework for Rock Slope Management

4th International Conference on Transportation Geotechnics (ICTG): Advances in Transportation Geotechnics IV

2021 | conference-paper

Rockburst risk assessment based on soft computing algorithms

International Probabilistic Workshop (IPW2020)

2021 | conference-paper

A novel approach based on soft computing techniques for unconfined compression strength prediction of soil cement mixtures

Neural Computing and Applications

2020 | journal-article

Piezometric level prediction based on data mining techniques

Neural Computing and Applications

2020 | journal-article

Combining Artificial Neural Networks and Genetic Algorithms for Rock Cuttings Slopes Stability Condition Identification

2020 | book-chapter

Data mining approach for unconfined compression strength prediction of laboratory soil cement mixtures

Geotecnia

2019 | journal-article

Artificial neural networks for soil embankments stability condition identification

2019 | conference-paper

Data-driven approach to predict unconfined compression strength of laboratory soil stabilized with cementitious binders

2019 | conference-paper

Data-Driven Model for Stability Condition Prediction of Soil Embankments Based on Visual Data Features

Journal of Computing in Civil Engineering

2018 | journal-article

An application of Markov chains to predict the evolution of performance indicators based on pavement historical data

International Journal of Pavement Engineering

2018 | journal-article

Artificial neural networks for rock and soil cutting slopes stability condition prediction

2018 | conference-paper

Geomechanical characterization of volcanic rocks using empirical systems and data mining techniques

Journal of Rock Mechanics and Geotechnical Engineering

2018 | journal-article

Jet grouting column diameter prediction based on a data-driven approach

European Journal of Environmental and Civil Engineering

2018 | journal-article

Stability Condition Identification of Rock and Soil Cutting Slopes Based on Soft Computing

Journal of Computing in Civil Engineering

2018 | journal-article

Advanced tools and techniques to add value to soil stabilization practice

Innovative Infrastructure Solutions

2017 | journal-article

Data-driven classification approaches for stability condition prediction of soil cutting slopes

ICSMGE 2017 - 19th International Conference on Soil Mechanics and Geotechnical Engineering

2017 | conference-paper

The Use of Data Mining Techniques in Rockburst Risk Assessment

Engineering

2017 | journal-article

The Use of Data Mining Techniques in Rockburst Risk Assessment

Engineering

2017 | journal-article

A Data-driven Approach for quPrediction of Laboratory Soil-cement Mixtures

Procedia Engineering

2016 | conference-paper

Multiobjective Optimization of Maintenance Scheduling: Application to Slopes and Retaining Walls

Procedia Engineering

2016 | conference-paper

A new empirical system for rock slope stability analysis in exploitation stage

International Journal of Rock Mechanics and Mining Sciences

2015 | journal-article

Application of Markov chains in the prediction of rock slopes degradation

Geotechnical Engineering for Infrastructure and Development - Proceedings of the XVI European Conference on Soil Mechanics and Geotechnical Engineering, ECSMGE 2015

2015 | conference-paper

Modelling Tyre-Road Noise with Data Mining Techniques

Archives of Acoustics

2015 | journal-article

SQI - A quality assessment index for rock slopes

Geotechnical Engineering for Infrastructure and Development - Proceedings of the XVI European Conference on Soil Mechanics and Geotechnical Engineering, ECSMGE 2015

2015 | conference-paper

A novel approach to predicting Young's modulus of jet grouting laboratory formulations over time using data mining techniques

Engineering Geology

2014 | journal-article

Prediction of soil-cement mechanical properties by EC2 modified approach based on early age test results

Geotechnical Special Publication

2014 | conference-paper

Support vector machines applied to uniaxial compressive strength prediction of jet grouting columns

Computers and Geotechnics

2014 | journal-article

Update of Data Mining Models for the Prediction of Laboratory Soil-Cement Mechanical Properties

Second International Conference on Information Technology in Geo-Engineering (ICITG 2014)

2014 | conference-paper

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 | journal-article

Use of Data Mining in Design of Soil Improvement by Jet Grouting

Second International Conference on Information Technology in Geo-Engineering (ICITG 2014)

2014 | conference-paper

An Anchored Retaining Wall in CSM

Proceedings of the 18th International Conference on Soil Mechanics and Geotechnical Engineering

2013 | conference-paper

Artificial intelligence applications in transportation geotechnics

Geotechnical and Geological Engineering

2013 | journal-article

Data-driven models for Uniaxial Compressive Strength prediction applied to unseen data

Modelling and Simulation 2013 - European Simulation and Modelling Conference, ESM 2013

2013 | conference-paper

Prediction of Soil-Cement Mechanical Properties Using EC2 Approach

2013 | journal-article

Application of a Sensitivity Analysis Procedure to Interpret Uniaxial Compressive Strength Prediction of Jet Grouting Laboratory Formulations Performed by SVM Model

Proceedings of the International Symposium and Short Courses (IS-GI Brussels 2012)

2012 | conference-paper

Previsão do comportamento mecânico de formulações laboratoriais de solo-cimento para colunas de jet grouting com recurso a máquina de vetores de suporte.

Civil Engineering Journal

2012 | journal-article

Jet grouting deformability modulus prediction using data mining tools

Advances in Transportation Geotechnics II - Proceedings of the 2nd International Conference on Transportation Geotechnics, ICTG 2012

2012 | conference-paper

Jet grouting mechanicals properties prediction using data mining techniques

Geotechnical Special Publication

2012 | conference-paper

A data mining approach for predicting jet grouting geomechanical parameters

Geotechnical Special Publication

2011 | conference-paper

Application of data mining techniques in the estimation of mechanical properties of Jet Grouting laboratory formulations over time

Advances in Intelligent and Soft Computing

2011 | book

Application of data mining techniques in the estimation of the uniaxial compressive strength of jet grouting columns over time

Construction and Building Materials

2011 | journal-article

UNI-AXIAL compressive strength prediction of jet grouting columns using support vector machines

ESM 2011 - 2011 European Simulation and Modelling Conference: Modelling and Simulation 2011

2011 | conference-paper

Using data mining techniques to predict deformability properties of jet grouting laboratory formulations over time

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2011 | book

Application of Data Mining Techniques to Estimate Elastic Young Modulus Over Time of Jet Grouting Laboratory Formulations

{1st International Conference on Information Technology in Geo-Engineering (ICITG-Shanghai 2010)

2010 | conference-paper

Evaluation of mechanical properties of jet-grouting columns using different test methods

Proceedings of the 17th International Conference on Soil Mechanics and Geotechnical Engineering: The Academia and Practice of Geotechnical Engineering

2009 | conference-paper

A data mining approach for Jet Grouting Uniaxial Compressive Strength prediction

| conference-paper

Application of Data Mining in Transportation Geotechnics

| conference-paper

Adaptation of traditional risk-based methodology for slopes to probabilistic-based approach integrating surrogate models

Computers and Geotechnics

2023 | journal-article

An Evolutionary Neural Network Approach for Slopes Stability Assessment

Applied Sciences

2023 | journal-article

A Decision Tree for Rockburst Conditions Prediction

Applied Sciences

2023 | journal-article

Scour Detection with Monitoring Methods and Machine Learning Algorithms—A Critical Review

Applied Sciences

2023 | journal-article

Prediction of Elastic Modulus for Fibre-Reinforced Soil-Cement Mixtures: A Machine Learning Approach

Applied Sciences

2022 | journal-article

Viability Study of the Application of Bi-Block Concrete Sleepers as a Solution for Technical Landfills

Applied Sciences

2022 | journal-article

Effect of climate change on railway maintenance: a systematic review

31st European Safety and Reliability Conference (ESREL 2021)

2021 | conference-paper

Predictive and prescriptive analytics in transportation geotechnics: Three case studies

Transportation Engineering

2021 | journal-article

Time history analysis of an existing structure in accordance with turkish and european standards

IABSE Congress Ghent 2021 - Structural Engineering for Future Societal Needs

2021 | conference-paper

Uso de algoritmos genéticos e redes neurais artificiais na identificação do nível de estabilidade de taludes rochosos

17ºCongresso Nacional de Geotecnia - A Geo, as ciências e a tecnologia (17CNG 2020)

2021 | conference-paper

Soil-Cement Mixtures Reinforced with Fibers: A Data-Driven Approach for Mechanical Properties Prediction

Applied Sciences

2021 | journal-article

Maintenance Planning Framework for Rock Slope Management

4th International Conference on Transportation Geotechnics (ICTG): Advances in Transportation Geotechnics IV

2021 | conference-paper

Rockburst risk assessment based on soft computing algorithms

International Probabilistic Workshop (IPW2020)

2021 | conference-paper

A novel approach based on soft computing techniques for unconfined compression strength prediction of soil cement mixtures

Neural Computing and Applications

2020 | journal-article

Piezometric level prediction based on data mining techniques

Neural Computing and Applications

2020 | journal-article

Combining Artificial Neural Networks and Genetic Algorithms for Rock Cuttings Slopes Stability Condition Identification

2020 | book-chapter

Data mining approach for unconfined compression strength prediction of laboratory soil cement mixtures

Geotecnia

2019 | journal-article

Artificial neural networks for soil embankments stability condition identification

2019 | conference-paper

Data-driven approach to predict unconfined compression strength of laboratory soil stabilized with cementitious binders

2019 | conference-paper

Data-Driven Model for Stability Condition Prediction of Soil Embankments Based on Visual Data Features

Journal of Computing in Civil Engineering

2018 | journal-article

An application of Markov chains to predict the evolution of performance indicators based on pavement historical data

International Journal of Pavement Engineering

2018 | journal-article

Artificial neural networks for rock and soil cutting slopes stability condition prediction

2018 | conference-paper

Geomechanical characterization of volcanic rocks using empirical systems and data mining techniques

Journal of Rock Mechanics and Geotechnical Engineering

2018 | journal-article

Jet grouting column diameter prediction based on a data-driven approach

European Journal of Environmental and Civil Engineering

2018 | journal-article

Stability Condition Identification of Rock and Soil Cutting Slopes Based on Soft Computing

Journal of Computing in Civil Engineering

2018 | journal-article

Advanced tools and techniques to add value to soil stabilization practice

Innovative Infrastructure Solutions

2017 | journal-article

Data-driven classification approaches for stability condition prediction of soil cutting slopes

ICSMGE 2017 - 19th International Conference on Soil Mechanics and Geotechnical Engineering

2017 | conference-paper

The Use of Data Mining Techniques in Rockburst Risk Assessment

Engineering

2017 | journal-article

The Use of Data Mining Techniques in Rockburst Risk Assessment

Engineering

2017 | journal-article

A Data-driven Approach for quPrediction of Laboratory Soil-cement Mixtures

Procedia Engineering

2016 | conference-paper

Multiobjective Optimization of Maintenance Scheduling: Application to Slopes and Retaining Walls

Procedia Engineering

2016 | conference-paper

A new empirical system for rock slope stability analysis in exploitation stage

International Journal of Rock Mechanics and Mining Sciences

2015 | journal-article

Application of Markov chains in the prediction of rock slopes degradation

Geotechnical Engineering for Infrastructure and Development - Proceedings of the XVI European Conference on Soil Mechanics and Geotechnical Engineering, ECSMGE 2015

2015 | conference-paper

Modelling Tyre-Road Noise with Data Mining Techniques

Archives of Acoustics

2015 | journal-article

SQI - A quality assessment index for rock slopes

Geotechnical Engineering for Infrastructure and Development - Proceedings of the XVI European Conference on Soil Mechanics and Geotechnical Engineering, ECSMGE 2015

2015 | conference-paper

A novel approach to predicting Young's modulus of jet grouting laboratory formulations over time using data mining techniques

Engineering Geology

2014 | journal-article

Prediction of soil-cement mechanical properties by EC2 modified approach based on early age test results

Geotechnical Special Publication

2014 | conference-paper

Support vector machines applied to uniaxial compressive strength prediction of jet grouting columns

Computers and Geotechnics

2014 | journal-article

Update of Data Mining Models for the Prediction of Laboratory Soil-Cement Mechanical Properties

Second International Conference on Information Technology in Geo-Engineering (ICITG 2014)

2014 | conference-paper

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 | journal-article

Use of Data Mining in Design of Soil Improvement by Jet Grouting

Second International Conference on Information Technology in Geo-Engineering (ICITG 2014)

2014 | conference-paper

An Anchored Retaining Wall in CSM

Proceedings of the 18th International Conference on Soil Mechanics and Geotechnical Engineering

2013 | conference-paper

Artificial intelligence applications in transportation geotechnics

Geotechnical and Geological Engineering

2013 | journal-article

Data-driven models for Uniaxial Compressive Strength prediction applied to unseen data

Modelling and Simulation 2013 - European Simulation and Modelling Conference, ESM 2013

2013 | conference-paper

Prediction of Soil-Cement Mechanical Properties Using EC2 Approach

2013 | journal-article

Application of a Sensitivity Analysis Procedure to Interpret Uniaxial Compressive Strength Prediction of Jet Grouting Laboratory Formulations Performed by SVM Model

Proceedings of the International Symposium and Short Courses (IS-GI Brussels 2012)

2012 | conference-paper

Previsão do comportamento mecânico de formulações laboratoriais de solo-cimento para colunas de jet grouting com recurso a máquina de vetores de suporte.

Civil Engineering Journal

2012 | journal-article

Jet grouting deformability modulus prediction using data mining tools

Advances in Transportation Geotechnics II - Proceedings of the 2nd International Conference on Transportation Geotechnics, ICTG 2012

2012 | conference-paper

Jet grouting mechanicals properties prediction using data mining techniques

Geotechnical Special Publication

2012 | conference-paper

A data mining approach for predicting jet grouting geomechanical parameters

Geotechnical Special Publication

2011 | conference-paper

Application of data mining techniques in the estimation of mechanical properties of Jet Grouting laboratory formulations over time

Advances in Intelligent and Soft Computing

2011 | book

Application of data mining techniques in the estimation of the uniaxial compressive strength of jet grouting columns over time

Construction and Building Materials

2011 | journal-article

UNI-AXIAL compressive strength prediction of jet grouting columns using support vector machines

ESM 2011 - 2011 European Simulation and Modelling Conference: Modelling and Simulation 2011

2011 | conference-paper

Using data mining techniques to predict deformability properties of jet grouting laboratory formulations over time

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2011 | book

Application of Data Mining Techniques to Estimate Elastic Young Modulus Over Time of Jet Grouting Laboratory Formulations

{1st International Conference on Information Technology in Geo-Engineering (ICITG-Shanghai 2010)

2010 | conference-paper

Evaluation of mechanical properties of jet-grouting columns using different test methods

Proceedings of the 17th International Conference on Soil Mechanics and Geotechnical Engineering: The Academia and Practice of Geotechnical Engineering

2009 | conference-paper

A data mining approach for Jet Grouting Uniaxial Compressive Strength prediction

| conference-paper

Application of Data Mining in Transportation Geotechnics

| conference-paper

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