Genetic Programming for Attribute Construction in Data Mining. - Fernando E. B. Otero; Monique M. S. Silva; Alex Alves Freitas (GECCO Late Breaking Papers, 2002)

Genetic Programming for Attribute Construction in Data Mining. - Fernando E. B. Otero; Monique M. S. Silva; Alex Alves Freitas; Júlio C. Nievola (EuroGP, 2003)

cAnt-Miner: An Ant Colony Classification Algorithm to Cope with Continuous Attributes. - Fernando E. B. Otero; Alex Alves Freitas; Colin G. Johnson (ANTS Conference, 2008)

Handling continuous attributes in Ant Colony Classification algorithms. - Fernando E. B. Otero; Alex Alves Freitas; Colin G. Johnson (CIDM, 2009)

A Hierarchical Classification Ant Colony Algorithm for Predicting Gene Ontology Terms. - Fernando E. B. Otero; Alex Alves Freitas; Colin G. Johnson (EvoBIO, 2009)

An Empirical Evaluation of the Effectiveness of Different Types of Predictor Attributes in Protein Function Prediction. - Fernando E. B. Otero; Marc Segond; Alex Alves Freitas; Colin G. Johnson; Denis Robilliard; Cyril Fonlupt (Foundations of Computational Intelligence (5), 2009)

The ACO Encoding. - Alberto Moraglio; Fernando E. B. Otero; Colin G. Johnson (ANTS Conference, 2010)

A hierarchical multi-label classification ant colony algorithm for protein function prediction. - Fernando E. B. Otero; Alex Alves Freitas; Colin G. Johnson (Memetic Comput., 2010)

Improving the cAnt-MinerPB Classification Algorithm. - Matthew Medland; Fernando E. B. Otero; Alex Alves Freitas (ANTS, 2012)

Exploring Different Functions for Heuristics, Discretization, and Rule Quality Evaluation in Ant-Miner. - Khalid M. Salama; Fernando E. B. Otero (ANTS, 2012)

Evolving recursive programs using non-recursive scaffolding. - Alberto Moraglio; Fernando E. B. Otero; Colin G. Johnson; Simon J. Thompson; Alex Alves Freitas (IEEE Congress on Evolutionary Computation, 2012)

A study of different quality evaluation functions in the cAnt-Miner(PB) classification algorithm. - Matthew Medland; Fernando E. B. Otero (GECCO, 2012)

EpochX: genetic programming in java with statistics and event monitoring. - Fernando E. B. Otero; Tom Castle; Colin G. Johnson (GECCO (Companion), 2012)

Inducing decision trees with an ant colony optimization algorithm. - Fernando E. B. Otero; Alex Alves Freitas; Colin G. Johnson (Appl. Soft Comput., 2012)

Using a unified measure function for heuristics, discretization, and rule quality evaluation in Ant-Miner. - Khalid M. Salama; Fernando E. B. Otero (IEEE Congress on Evolutionary Computation, 2013)

Automated Problem Decomposition for the Boolean Domain with Genetic Programming. - Fernando E. B. Otero; Colin G. Johnson (EuroGP, 2013)

Improving the interpretability of classification rules discovered by an ant colony algorithm. - Fernando E. B. Otero; Alex Alves Freitas (GECCO, 2013)

Event-based graphical monitoring in the EpochX genetic programming framework. - Loïc Vaseux; Fernando E. B. Otero; Tom Castle; Colin G. Johnson (GECCO (Companion), 2013)

Using Attribute Construction to Improve the Predictability of a GP Financial Forecasting Algorithm. - Michael Kampouridis; Fernando E. B. Otero (TAAI, 2013)

Utilizing multiple pheromones in an ant-based algorithm for continuous-attribute classification rule discovery. - Khalid M. Salama; Ashraf M. Abdelbar; Fernando E. B. Otero; Alex Alves Freitas (Appl. Soft Comput., 2013)

A New Sequential Covering Strategy for Inducing Classification Rules With Ant Colony Algorithms. - Fernando E. B. Otero; Alex Alves Freitas; Colin G. Johnson (IEEE Trans. Evol. Comput., 2013)

MACOC: A Medoid-Based ACO Clustering Algorithm. - Héctor D. Menéndez 001; Fernando E. B. Otero; David Camacho (ANTS Conference, 2014)

A Comparative Study on the Use of Classification Algorithms in Financial Forecasting. - Fernando E. B. Otero; Michael Kampouridis (EvoApplications, 2014)

Working with OpenCL to speed up a genetic programming financial forecasting algorithm: initial results. - James Brookhouse; Fernando E. B. Otero; Michael Kampouridis (GECCO (Companion), 2014)

A genetic programming problem definition language code generator for the epochX framework. - Claris Leroux; Fernando E. B. Otero; Colin G. Johnson (GECCO (Companion), 2014)

Sequential Symbolic Regression with Genetic Programming. - Luiz Otávio Vilas Boas Oliveira; Fernando E. B. Otero; Gisele L. Pappa; Julio Albinati (GPTP, 2014)

SACOC: A Spectral-Based ACO Clustering Algorithm. - Héctor D. Menéndez 001; Fernando E. B. Otero; David Camacho (IDC, 2014)

Learning Multi-tree Classification Models with Ant Colony Optimization. - Khalid M. Salama; Fernando E. B. Otero (IJCCI (ECTA), 2014)

Thematic issue on advances in nature inspired cooperative strategies for optimization. - Fernando E. B. Otero; Antonio D. Masegosa; Germán Terrazas (Memetic Comput., 2014)

The Effect of Distinct Geometric Semantic Crossover Operators in Regression Problems. - Julio Albinati; Gisele L. Pappa; Fernando E. B. Otero; Luiz Otávio Vilas Boas Oliveira (EuroGP, 2015)

Generating Directional Change Based Trading Strategies with Genetic Programming. - Jeremie Gypteau; Fernando E. B. Otero; Michael Kampouridis (EvoApplications, 2015)

Discovering Regression Rules with Ant Colony Optimization. - James Brookhouse; Fernando E. B. Otero (GECCO (Companion), 2015)

Investigating Evaluation Measures in Ant Colony Algorithms for Learning Decision Tree Classifiers. - Khalid M. Salama; Ashraf M. Abdelbar; Fernando E. B. Otero (SSCI, 2015)

An ant colony-based semi-supervised approach for learning classification rules. - Julio Albinati; Samuel E. L. Oliveira; Fernando E. B. Otero; Gisele L. Pappa (Swarm Intell., 2015)

Monotonicity in Ant Colony Classification Algorithms. - James Brookhouse; Fernando E. B. Otero (ANTS Conference, 2016)

Revisiting the Sequential Symbolic Regression Genetic Programming. - Luiz Otávio Vilas Boas Oliveira; Fernando E. B. Otero; Luis Fernando Miranda; Gisele L. Pappa (BRACIS, 2016)

Exploratory path planning using the Max-min ant system algorithm. - Valéria de Carvalho Santos; Fernando Santos Osório; Claudio Fabiano Motta Toledo; Fernando E. B. Otero; Colin G. Johnson (CEC, 2016)

Using an Ant Colony Optimization Algorithm for Monotonic Regression Rule Discovery. - James Brookhouse; Fernando E. B. Otero (GECCO, 2016)

A Mixed-Attribute Approach in Ant-Miner Classification Rule Discovery Algorithm. - Ayah Helal; Fernando E. B. Otero (GECCO, 2016)

A Dispersion Operator for Geometric Semantic Genetic Programming. - Luiz Otávio Vilas Boas Oliveira; Fernando E. B. Otero; Gisele L. Pappa (GECCO, 2016)

A Generic Framework for Building Dispersion Operators in the Semantic Space. - Luiz Otávio Vilas Boas Oliveira; Fernando E. B. Otero; Gisele L. Pappa (GPTP, 2016)

Reducing Dimensionality to Improve Search in Semantic Genetic Programming. - Luiz Otávio Vilas Boas Oliveira; Luis Fernando Miranda; Gisele L. Pappa; Fernando E. B. Otero; Ricardo H. C. Takahashi (PPSN, 2016)

Improving the Interpretability of Classification Rules Discovered by an Ant Colony Algorithm: Extended Results. - Fernando E. B. Otero; Alex Alves Freitas (Evol. Comput., 2016)

Medoid-based clustering using ant colony optimization. - Héctor D. Menéndez 001; Fernando E. B. Otero; David Camacho (Swarm Intell., 2016)

Automatic design of ant-miner mixed attributes for classification rule discovery. - Ayah Helal; Fernando E. B. Otero (GECCO, 2017)

MYRA: a Java ant colony optimization framework for classification algorithms. - Fernando E. B. Otero (GECCO (Companion), 2017)

Evolving trading strategies using directional changes. - Michael Kampouridis; Fernando E. B. Otero (Expert Syst. Appl., 2017)

Extending the SACOC algorithm through the Nyström method for dense manifold data analysis. - Héctor D. Menéndez 001; Fernando E. B. Otero; David Camacho (Int. J. Bio Inspired Comput., 2017)

Heuristic procedures for improving the predictability of a genetic programming financial forecasting algorithm. - Michael Kampouridis; Fernando E. B. Otero (Soft Comput., 2017)

Archive-Based Pheromone Model for Discovering Regression Rules with Ant Colony Optimization. - Ayah Helal; James Brookhouse; Fernando E. B. Otero (CEC, 2018)

Post-Processing Methods to Enforce Monotonic Constraints in Ant Colony Classification Algorithms. - James Brookhouse; Fernando E. B. Otero (IJCNN, 2018)

Using Population-based Metaheuristics and Trend Representative Testing to Compose Strategies for Market Timing. - Ismail Mohamed; Fernando E. B. Otero (IJCCI, 2019)

Monotonicity Detection and Enforcement in Longitudinal Classification. - Sergey Ovchinnik; Fernando E. B. Otero; Alex Alves Freitas (SGAI Conf., 2019)

A multiobjective optimization approach for market timing. - Ismail Mohamed; Fernando E. B. Otero (GECCO, 2020)

Exploratory path planning for mobile robots in dynamic environments with ant colony optimization. - Valéria de Carvalho Santos; Fernando E. B. Otero; Colin G. Johnson; Fernando Santos Osório; Claudio Fabiano Motta Toledo (GECCO, 2020)

Automatic Information Extraction from Electronic Documents Using Machine Learning. - Nishanthan Kamaleson; Dominique F. Chu; Fernando E. B. Otero (SGAI Conf., 2021)

Behavioural User Identification from Clickstream Data for Business Improvement. - Gaurav Misra; Matteo Migliavacca; Fernando E. B. Otero (SGAI Conf., 2021)

A Novel Hybrid Feature Selection Algorithm for Hierarchical Classification. - Helen Costa; Fernando E. B. Otero; Luiz H. C. Merschmann; Marcone J. F. Souza (IEEE Access, 2021)

Improving trend reversal estimation in forex markets under a directional changes paradigm with classification algorithms. - Adesola Adegboye; Michael Kampouridis; Fernando E. B. Otero (Int. J. Intell. Syst., 2021)

A Performance Study of Multiobjective Particle Swarm Optimization Algorithms for Market Timing. - Ismail Mohamed; Fernando E. B. Otero (CIFEr, 2022)

Nested trees for longitudinal classification. - Sergey Ovchinnik; Fernando E. B. Otero; Alex Alves Freitas (SAC, 2022)

Data stream classification with ant colony optimisation. - Ayah Helal; Fernando E. B. Otero (Int. J. Intell. Syst., 2022)

Algorithmic trading with directional changes. - Adesola Adegboye; Michael Kampouridis; Fernando E. B. Otero (Artif. Intell. Rev., 2023)

Multiple fairness criteria in decision tree learning. - Meryem Bagriacik; Fernando E. B. Otero (Appl. Soft Comput., 2024)

Fairness-Guided Pruning of Decision Trees. - Meryem Bagriacik; Fernando E. B. Otero (FAccT, 2025)

An Ensemble Ant Colony Optimization Algorithm with a Hybrid Pheromone Model for Learning Rule Lists. - James Brookhouse; Ayah Helal; Fernando E. B. Otero (GECCO, 2025)