Advances in data-driven analyses and modelling using EPR-MOGA.

No abstract is available for this paper.

• Publication year

  2009

• Venue

  Journal of Hydroinformatics

• Publication date

  2009-07-01

• Fields of study

  Mathematics, Computer Science

• Identifiers
  DOI 10.2166/HYDRO.2009.017
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Bootstrap Methods

  2011cited by this paper
• Matrix Computations

  2011cited by this paper
• Bootstrap Methods: Another Look at the Jackknife

  2008cited by this paper
• An evolutionary multiobjective strategy for the effective management of groundwater resources

  2008influential reference
• A multi-model approach to analysis of environmental phenomena

  2007cited by this paper
• Optimal design of artificial neural networks by a multi-objective strategy: groundwater level predictions

  2006cited by this paper
• Using a multi-objective genetic algorithm for SVM construction

  2006cited by this paper
• A short-term, pattern-based model for water-demand forecasting

  2006cited by this paper
• A symbolic data-driven technique based on evolutionary polynomial regression

  2006cited by this paper
• A NOVEL GENETIC PROGRAMMING STRATEGY: EVOLUTIONARY POLYNOMIAL REGRESSION

  2004cited by this paper
• System identification: theory for the user (second edition): Lennart Ljung; Prentice-Hall, Englewood Cliffs, NJ, 1999, ISBN 0-13-656695-2

  2002influential reference
• An Analysis of the Causes of Code Growth in Genetic Programming

  2002cited by this paper
• Genetic programming as a model induction engine

  2000influential reference
• L'acquifero superficiale del territorio di Brindisi: dati geoidrologici diretti e immagini radar da satellite

  1996cited by this paper
• Genetic algorithms

  1996cited by this paper
• Simplicity out of complexity in environmental modelling: Occam's razor revisited.

  1996cited by this paper
• Genetic Programming: On the Programming of Computers by Means of Natural Selection

  1992cited by this paper
• Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence

  1992cited by this paper
• Genetic Algorithms in Search Optimization and Machine Learning

  1988influential reference
• Bootstrap Methods: Another Look at the Jackknife

  1979cited by this paper
• Solving least squares problems

  1976cited by this paper
• Applied Regression Analysis.

  1967cited by this paper
• Cours d'economie politique

  1950cited by this paper

• Performance-based evaluation of large-span soil-steel bridges during construction using a FE-AI hybrid technique

  2026cites this paper
• Investigating shear capacity prediction in concrete deep beams using data-driven techniques

  2026cites this paper
• Recent advancements on artificial intelligence in revolutionizing transportation geotechnics: Integration and innovations (2013–2025)

  2026cites this paper
• The price premium of residential energy performance certificates: A scoping review of the European literature

  2025cites this paper
• Evolutionary Polynomial Regression Model to Predict Effective Angle of Internal Friction of Fine-Grained Soils

  2025cites this paper
• Load–Settlement Modeling of Micropiled Rafts in Cohesive Soils Using an Artificial Intelligence Technique

  2025cites this paper
• Revisiting the undrained bearing capacity factor Nc of rough strip footing

  2025cites this paper
• Resilient modulus of fine-grained tropical soils from sensitivity-driven evolutionary polynomial regression

  2025cites this paper
• Permeability of Tight Carbonate Rocks from Sensitivity-Driven Evolutionary Polynomial Regression

  2025cites this paper
• Multi-scale Models to Estimate Shaft Resistance and Lateral Displacement of Tapered Pile Considering Seismic Effect

  2025cites this paper
• Understanding of air entrainment process in the sewage drop structure using physically-based symbolic intelligence models

  2025cites this paper
• Parametric FEM Analysis and Data-Driven Modeling for Predicting Nc* of Bored Piles in Undrained Soils

  2025cites this paper
• Innovative FE-AI modelling of lateral resistance of long step-tapered and straight piles in cohesionless soils

  2025cites this paper
• Using symbolic machine learning to assess and model substance transport and decay in water distribution networks

  2024influential citation
• Physically based machine learning for hierarchical materials

  2024cites this paper
• An EPR model for predicting the bearing capacity of single and double-strip foundations near earth slope crests

  2024influential citation
• A Parametric Evaluation of Leakages in Water Distribution Networks

  2024cites this paper
• Effect of Subbase Stabilization on the Bearing Capacity of Footing Resting on Clayey Soil

  2024cites this paper
• Local scour depth at piles group exposed to regular waves: On the assessment of expressions based on classification concepts and evolutionary algorithms

  2024cites this paper
• A Physically‐Based Machine Learning Approach Inspires an Analytical Model for Spider Silk Supercontraction

  2024cites this paper
• A call for a fundamental shift from model-centric to data-centric approaches in hydroinformatics

  2024cites this paper
• An optimized prediction of FRP bars in concrete bond strength employing soft computing techniques

  2024cites this paper
• Impact of bedding layers to soil-pipe-liner structure under static and traffic loads with EPR technology

  2024cites this paper
• High‐Fidelity Data Augmentation for Few‐Shot Learning in Jet Grout Injection Applications

  2024influential citation
• An Evolutionary Polynomial Computing of Pile Capacity Using the Results of High-strain Dynamic Test

  2024influential citation
• Novel Explicit Models for Assessing the Frictional Resistance of Pipe Piles Subjected to Seismic Effects

  2024cites this paper
• The influence of fines on the hydro-mechanical behavior of sand for sustainable compacted liner and sub-base construction applications

  2023cites this paper
• The Evaluation in the Urban Projects Planning: A Logical-Deductive Model for the Definition of “Warning Areas” in the Esquilino District in the City of Rome (Italy)

  2023cites this paper
• Developing soft-computing regression model for predicting bearing capacity of eccentrically loaded footings on anisotropic clay

  2023cites this paper
• Does noise affect housing prices? A case study in the urban area of Thessaloniki

  2023cites this paper
• Digital transition, digital twin and digital water: history, concepts and overview for the application to aqueducts

  2023cites this paper
• Assessment of ERA5-Land Data in Medium-Term Drinking Water Demand Modelling with Deep Learning

  2023cites this paper
• Using artificial intelligence models to support water quality prediction in water distribution networks

  2023cites this paper
• Liquefaction Potential of Saturated Sand Reinforced by Cement-Grouted Micropiles: An Evolutionary Approach Based on Shaking Table Tests

  2023cites this paper
• Comparing 1D Regression and Evolutionary Polynomial Analyses for Predicting Brazilian Tensile Strength of Limestone in Dry and Saturated Conditions

  2023cites this paper
• Soft Computing-Based Models for Estimating the Ultimate Bearing Capacity of an Annular Footing on Hoek–Brown Material

  2023cites this paper
• Effects of binder proportion and curing condition on the mechanical characteristics of volcanic ash- and slag-based geopolymer mortars; machine learning integrated experimental study

  2023cites this paper
• From digital twin paradigm to digital water services

  2023cites this paper
• WolFEx: Word-Level Function Extraction and Simplification from Gate-Level Arithmetic Circuits

  2023cites this paper
• Life cycle assessment, energy and exergy analysis in an indirect cabinet solar dryer equipped with phase change materials

  2023cites this paper
• Mechanical characterization of marl soil treated by cement and lignosulfonate under freeze–thaw cycles: experimental studies and machine-learning modeling

  2023cites this paper
• Effective width estimation of flanged reinforced concrete shear walls

  2023cites this paper
• New Model to Predict Bearing Capacity of Shallow Foundations Resting on Cohesionless Soil

  2023cites this paper
• Predicting Tunnel-Induced Settlement in Cohesionless soils in Greenfield Condition

  2023cites this paper
• Multiscale soft computing-based model of shear strength of steel fibre-reinforced concrete beams

  2023cites this paper
• SNR: Symbolic network-based rectifiable learning framework for symbolic regression

  2023cites this paper
• An Econometric Model for the Analysis of the Influence of the Refurbishment Costs on Housing Prices

  2022cites this paper
• Scour Propagation Rates around Offshore Pipelines Exposed to Currents by Applying Data-Driven Models

  2022cites this paper
• Bond behaviour of rebar in concrete at elevated temperatures: A soft computing approach

  2022cites this paper
• Modeling of Corrosion Pit Growth in Buried Steel Pipes

  2022cites this paper
• A hybrid multi-step sensitivity-driven evolutionary polynomial regression enables robust model structure selection

  2022cites this paper
• Statističko istraživanje recikliranja plastičnog otpada ponovnom uporabom u tlu

  2022cites this paper
• Experimental Study and Soft Computing Modeling of the Unconfined Compressive Strength of Limestone Rocks Considering Dry and Saturation Conditions

  2022cites this paper
• Analysis of Bored Pile Subjected to Machine Vibration: an Insight into the Influence of the Soil-Pile Interface Coefficient

  2022cites this paper
• Green and Gold Buildings? Detecting Real Estate Market Premium for Green Buildings through Evolutionary Polynomial Regression

  2022cites this paper
• Seismic response of offshore wind turbines supported on Monopiles and Suction Buckets: Numerical modelling and soft computing study

  2022cites this paper
• MUDis: A low computational effort multi-unit discretization procedure for modelling masonry walls with periodic arrangement

  2022cites this paper
• Numerical Analysis of Masonry Structures through a Modified Composite Interface (MCI) Model

  2022influential citation
• Estimation of Scour Propagation Rates around Pipelines While Considering Simultaneous Effects of Waves and Currents Conditions

  2022cites this paper
• Parametric Evaluation of Simultaneous Effects of Damaged Zone Parameters and Rock Strength Properties on GRC

  2021cites this paper
• An Automatic Tool for the Determination of Housing Rental Prices: An Analysis of the Italian Context

  2021cites this paper
• Energy-based model for predicting liquefaction potential of sandy soils using evolutionary polynomial regression method

  2021cites this paper
• Sediment transport prediction in sewer pipes during flushing operation

  2021cites this paper
• Evolutionary computing of the compression index of fine-grained soils

  2021cites this paper
• An Assessment Methodology for the Evaluation of the Impacts of the COVID-19 Pandemic on the Italian Housing Market Demand

  2021cites this paper
• The Contribution of the Most Influencing Factors on the Housing Rents: An Analysis in the City of Milan (Italy)

  2021cites this paper
• Data-Driven Modelling of Water Table Oscillations for a Porous Aquifer Occasionally Flowing under Pressure

  2021influential citation
• Computational Science and Its Applications – ICCSA 2021: 21st International Conference, Cagliari, Italy, September 13–16, 2021, Proceedings, Part VIII

  2021cites this paper
• Design and performance of two decomposition paradigms in forecasting daily solar radiation with evolutionary polynomial regression: wavelet transform versus ensemble empirical mode decomposition

  2021cites this paper
• Explicit soft computing model to predict the undrained bearing capacity of footing resting on aggregate pier reinforced cohesive ground

  2021cites this paper
• The Effects of Covid-19 Pandemic on the Housing Market: A Case Study in Rome (Italy)

  2021cites this paper
• Improving the thermal efficiency of a solar dryer using phase change materials at different position in the collector

  2021cites this paper
• Regression models for sediment transport in tropical rivers

  2021influential citation
• Exploring 3D Wave-Induced Scouring Patterns around Subsea Pipelines with Artificial Intelligence Techniques

  2021influential citation
• GEP- and MLR-based equations for stable channel analysis

  2021cites this paper
• Economic Evaluation of the Indoor Environmental Quality of Buildings: The Noise Pollution Effects on Housing Prices in the City of Bari (Italy)

  2021influential citation
• Reliability-based design and implementation of crow search algorithm for longitudinal dispersion coefficient estimation in rivers

  2021cites this paper
• Soft computing of the recompression index of fine-grained soils

  2021cites this paper
• Data-Driven Conceptual Design

  2021cites this paper
• A dual search-based EPR with self-adaptive offspring creation and compromise programming model selection

  2021cites this paper
• Identifying Regional Models for Flow Duration Curves with Evolutionary Polynomial Regression: Application for Intermittent Streams

  2020cites this paper
• Determination of Semi-Empirical Models for Mean Wave Overtopping Using an Evolutionary Polynomial Paradigm

  2020influential citation
• Simulation of an NSGA-III Based Fireball Inner-Temperature-Field Reconstructive Method

  2020cites this paper
• The Effects of Urban Transformation Projects on the Real Estate Market: A Case Study in Bari (Italy)

  2020cites this paper
• Fully Plastic J-Integrals for Mixed Mode Fracture Induced by Inclined Surface Cracks in Pressurized Ductile Pipes

  2020cites this paper
• Land Use, Economic Welfare and Property Values

  2020cites this paper
• An intelligent multi-objective EPR technique with multi-step model selection for correlations of soil properties

  2020cites this paper
• Application of EPR-MOGA in computing the liquefaction-induced settlement of a building subjected to seismic shake

  2020cites this paper
• Pressure-Pipe Breaks Relationship in Water Distribution Networks: A Statistical Analysis

  2020cites this paper
• A review on computational intelligence for identification of nonlinear dynamical systems

  2020cites this paper
• University of Birmingham Evolutionary computing to determine the skin friction capacity of piles embedded in clay and evaluation of the available analytical methods

  2020cites this paper
• A Feasibility Analysis of The Refurbishment Investments in The Italian Residential Market

  2020cites this paper
• An intelligent multi-objective EPR technique with multi-step model selection for correlations of soil properties

  2020cites this paper
• University of Birmingham Evolutionary computing to determine the skin friction capacity of piles embedded in clay and evaluation of the available analytical methods

  2020cites this paper
• Computational Science and Its Applications – ICCSA 2020: 20th International Conference, Cagliari, Italy, July 1–4, 2020, Proceedings, Part IV

  2020cites this paper
• Water pipe failure prediction and risk models: state-of-the-art review

  2020cites this paper
• Predicting bedload sediment transport of non-cohesive material in sewer pipes using evolutionary polynomial regression – multi-objective genetic algorithm strategy

  2020influential citation
• A review on computational intelligence for identification of nonlinear dynamical systems

  2020cites this paper
• Experimental study on containment of moderate-viscous oil by floating boom subject to waves and currents

  2020cites this paper
• An innovative methodological approach for the analysis of the effects of urban interventions on property prices [Un approccio metodologico innovativo per l’analisi degli effetti degli interventi di trasformazione urbana sui valori immobiliari]

  2020cites this paper