Rui Jorge Almeida

According to our database1, Rui Jorge Almeida authored at least 44 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Quantifying Uncertainty of Portfolios using Bayesian Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2024

A Supervised Machine Learning Approach for the Vehicle Routing Problem.
Proceedings of the 13th International Conference on Operations Research and Enterprise Systems, 2024

Applications of Autonomous Learning Multi Model System to Multiclass Imbalanced Datasets.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024

Ranking Case Law by Context Dimensions Using Fuzzy Fingerprints.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024

Synchronous Parallel Heuristics for Solving the Joint Order Batching and Picker Routing Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023
Portfolio Return Maximization using Robust Optimization and Directional Changes.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Order Picking: Exploring the Properties of the Greedy Seed-Based Batching Algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2023

Portfolio Re-Balancing and Optimization Using Directional Changes and Genetic Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2023

2022
Analysis of Graphical Causal Models with Discretized Data.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

Analysis of biomarkers and composite scores in IBD patients using probabilistic fuzzy systems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

2020
Graphical Causal Models and Imputing Missing Data: A Preliminary Study.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

2018
Forecasting Directional Change Uncertainty Using Probabilistic Fuzzy Systems.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2017
Intraday value-at-risk estimation for directional change events and investment strategies.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Modeling patients' methylmalonic acid levels using probabilistic fuzzy systems.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2016
Mortality prediction of septic shock patients using probabilistic fuzzy systems.
Appl. Soft Comput., 2016

Multivariate time-varying volatility modeling using Probabilistic Fuzzy Systems.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Estimation and Characterization of Activity Duration in Business Processes.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Time Varying Correlation Estimation Using Probabilistic Fuzzy Systems.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Optimizing probabilistic fuzzy systems for classification using metaheuristics.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Analysis of probabilistic fuzzy systems' parameters in conditional density estimation.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015
PCBA demand forecasting using an evolving Takagi-Sugeno system.
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2015

Point and density forecasts of US inflation using probabilistic fuzzy systems.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014
Estimation of flexible fuzzy GARCH models for conditional density estimation.
Inf. Sci., 2014

Probabilistic Fuzzy Systems as Additive Fuzzy Systems.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Probabilistic fuzzy systems for seasonality analysis and multiple horizon forecasts.
Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2014

2013
Conditional Density Estimation Using Probabilistic Fuzzy Systems.
IEEE Trans. Fuzzy Syst., 2013

Linguistic summaries of categorical time series for septic shock patient data.
Proceedings of the FUZZ-IEEE 2013, 2013

2012
Conditional Density Estimation Using Fuzzy GARCH Models.
Proceedings of the Synergies of Soft Computing and Statistics for Intelligent Data Analysis, 2012

Constructing Rule-Based Models Using the Belief Functions Framework.
Proceedings of the Advances in Computational Intelligence, 2012

Probabilistic fuzzy prediction of mortality in intensive care units.
Proceedings of the FUZZ-IEEE 2012, 2012

A multi-covariate semi-parametric conditional volatility model using probabilistic fuzzy systems.
Proceedings of the 2012 IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2012

2011
Predicting septic shock outcomes in a database with missing data using fuzzy modeling: Influence of pre-processing techniques on real-world data-based classification.
Proceedings of the FUZZ-IEEE 2011, 2011

A fuzzy model of a European index based on automatically extracted content information.
Proceedings of the 2011 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, 2011

2010
Prediction of the MSCI EURO index based on fuzzy grammar fragments extracted from European Central Bank statements.
Proceedings of the Second International Conference of Soft Computing and Pattern Recognition, 2010

TS-Models from Evidential Clustering.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, 2010

A fuzzy model of the MSCI EURO index based on content analysis of European Central Bank statements.
Proceedings of the FUZZ-IEEE 2010, 2010

A new approach to dealing with missing values in data-driven fuzzy modeling.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
Probabilistic fuzzy systems in value-at-risk estimation.
Intell. Syst. Account. Finance Manag., 2009

Modeling Investor Optimism with Fuzzy Connectives.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Knowledge Discovery in the Prediction of Bankruptcy.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Tail Point Density Estimation Using Probabilistic Fuzzy Systems.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

2008
Value-at-Risk Estimation with Fuzzy Histograms.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

Fuzzy rule extraction from typicality and membership partitions.
Proceedings of the FUZZ-IEEE 2008, 2008

2006
A New Feature Selection Criterion for Fuzzy Classification.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006


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