Fernando E. B. Otero

68 papers A 11B 10C 2Misc 2Journal 16Unranked 25

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	An Ensemble Ant Colony Optimization Algorithm with a Hybrid Pheromone Model for Learning Rule Lists. GECCO James Brookhouse, Ayah Helal, Fernando E. B. Otero
2025	—	`conf`	Fairness-Guided Pruning of Decision Trees. FAccT Meryem Bagriacik, Fernando E. B. Otero
2024	J	`jnl`	Multiple fairness criteria in decision tree learning. Appl. Soft Comput. Meryem Bagriacik, Fernando E. B. Otero
2023	J	`jnl`	Algorithmic trading with directional changes. Artif. Intell. Rev. Adesola Adegboye, Michael Kampouridis, Fernando E. B. Otero
2022	—	`conf`	A Performance Study of Multiobjective Particle Swarm Optimization Algorithms for Market Timing. CIFEr Ismail Mohamed, Fernando E. B. Otero
2022	J	`jnl`	Data stream classification with ant colony optimisation. Int. J. Intell. Syst. Ayah Helal, Fernando E. B. Otero
2022	Misc	`conf`	Nested trees for longitudinal classification. SAC Sergey Ovchinnik, Fernando E. B. Otero, Alex Alves Freitas
2021	J	`jnl`	A Novel Hybrid Feature Selection Algorithm for Hierarchical Classification. IEEE Access Helen Costa, Fernando E. B. Otero, Luiz H. C. Merschmann, Marcone J. F. Souza
2021	—	`conf`	Automatic Information Extraction from Electronic Documents Using Machine Learning. SGAI Conf. Nishanthan Kamaleson, Dominique F. Chu, Fernando E. B. Otero
2021	—	`conf`	Behavioural User Identification from Clickstream Data for Business Improvement. SGAI Conf. Gaurav Misra, Matteo Migliavacca, Fernando E. B. Otero
2021	J	`jnl`	Improving trend reversal estimation in forex markets under a directional changes paradigm with classification algorithms. Int. J. Intell. Syst. Adesola Adegboye, Michael Kampouridis, Fernando E. B. Otero
2020	A	`conf`	A multiobjective optimization approach for market timing. GECCO Ismail Mohamed, Fernando E. B. Otero
2020	A	`conf`	Exploratory path planning for mobile robots in dynamic environments with ant colony optimization. GECCO Valéria de Carvalho Santos, Fernando E. B. Otero, Colin G. Johnson, Fernando Santos Osório, Claudio Fabiano Motta Toledo
2019	—	`conf`	Monotonicity Detection and Enforcement in Longitudinal Classification. SGAI Conf. Sergey Ovchinnik, Fernando E. B. Otero, Alex Alves Freitas
2019	C	`conf`	Using Population-based Metaheuristics and Trend Representative Testing to Compose Strategies for Market Timing. IJCCI Ismail Mohamed, Fernando E. B. Otero
2018	B	`conf`	Archive-Based Pheromone Model for Discovering Regression Rules with Ant Colony Optimization. CEC Ayah Helal, James Brookhouse, Fernando E. B. Otero
2018	B	`conf`	Post-Processing Methods to Enforce Monotonic Constraints in Ant Colony Classification Algorithms. IJCNN James Brookhouse, Fernando E. B. Otero
2017	A	`conf`	Automatic design of ant-miner mixed attributes for classification rule discovery. GECCO Ayah Helal, Fernando E. B. Otero
2017	J	`jnl`	Evolving trading strategies using directional changes. Expert Syst. Appl. Michael Kampouridis, Fernando E. B. Otero
2017	J	`jnl`	Extending the SACOC algorithm through the Nyström method for dense manifold data analysis. Int. J. Bio Inspired Comput. Héctor D. Menéndez, Fernando E. B. Otero, David Camacho
2017	J	`jnl`	Heuristic procedures for improving the predictability of a genetic programming financial forecasting algorithm. Soft Comput. Michael Kampouridis, Fernando E. B. Otero
2017	—	`conf`	MYRA: a Java ant colony optimization framework for classification algorithms. GECCO (Companion) Fernando E. B. Otero
2016	A	`conf`	A Dispersion Operator for Geometric Semantic Genetic Programming. GECCO Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Gisele L. Pappa
2016	—	`conf`	A Generic Framework for Building Dispersion Operators in the Semantic Space. GPTP Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Gisele L. Pappa
2016	A	`conf`	A Mixed-Attribute Approach in Ant-Miner Classification Rule Discovery Algorithm. GECCO Ayah Helal, Fernando E. B. Otero
2016	B	`conf`	Exploratory path planning using the Max-min ant system algorithm. CEC Valéria de Carvalho Santos, Fernando Santos Osório, Claudio Fabiano Motta Toledo, Fernando E. B. Otero, Colin G. Johnson
2016	J	`jnl`	Improving the Interpretability of Classification Rules Discovered by an Ant Colony Algorithm: Extended Results. Evol. Comput. Fernando E. B. Otero, Alex Alves Freitas
2016	J	`jnl`	Medoid-based clustering using ant colony optimization. Swarm Intell. Héctor D. Menéndez, Fernando E. B. Otero, David Camacho
2016	—	`conf`	Monotonicity in Ant Colony Classification Algorithms. ANTS Conference James Brookhouse, Fernando E. B. Otero
2016	A	`conf`	Reducing Dimensionality to Improve Search in Semantic Genetic Programming. PPSN Luiz Otávio Vilas Boas Oliveira, Luis Fernando Miranda, Gisele L. Pappa, Fernando E. B. Otero, Ricardo H. C. Takahashi
2016	—	`conf`	Revisiting the Sequential Symbolic Regression Genetic Programming. BRACIS Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Luis Fernando Miranda, Gisele L. Pappa
2016	A	`conf`	Using an Ant Colony Optimization Algorithm for Monotonic Regression Rule Discovery. GECCO James Brookhouse, Fernando E. B. Otero
2015	J	`jnl`	An ant colony-based semi-supervised approach for learning classification rules. Swarm Intell. Julio Albinati, Samuel E. L. Oliveira, Fernando E. B. Otero, Gisele L. Pappa
2015	—	`conf`	Discovering Regression Rules with Ant Colony Optimization. GECCO (Companion) James Brookhouse, Fernando E. B. Otero
2015	B	`conf`	Generating Directional Change Based Trading Strategies with Genetic Programming. EvoApplications Jeremie Gypteau, Fernando E. B. Otero, Michael Kampouridis
2015	—	`conf`	Investigating Evaluation Measures in Ant Colony Algorithms for Learning Decision Tree Classifiers. SSCI Khalid M. Salama, Ashraf M. Abdelbar, Fernando E. B. Otero
2015	B	`conf`	The Effect of Distinct Geometric Semantic Crossover Operators in Regression Problems. EuroGP Julio Albinati, Gisele L. Pappa, Fernando E. B. Otero, Luiz Otávio Vilas Boas Oliveira
2014	B	`conf`	A Comparative Study on the Use of Classification Algorithms in Financial Forecasting. EvoApplications Fernando E. B. Otero, Michael Kampouridis
2014	—	`conf`	A genetic programming problem definition language code generator for the epochX framework. GECCO (Companion) Claris Leroux, Fernando E. B. Otero, Colin G. Johnson
2014	—	`conf`	Learning Multi-tree Classification Models with Ant Colony Optimization. IJCCI (ECTA) Khalid M. Salama, Fernando E. B. Otero
2014	—	`conf`	MACOC: A Medoid-Based ACO Clustering Algorithm. ANTS Conference Héctor D. Menéndez, Fernando E. B. Otero, David Camacho
2014	Misc	`conf`	SACOC: A Spectral-Based ACO Clustering Algorithm. IDC Héctor D. Menéndez, Fernando E. B. Otero, David Camacho
2014	—	`conf`	Sequential Symbolic Regression with Genetic Programming. GPTP Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Gisele L. Pappa, Julio Albinati
2014	J	`jnl`	Thematic issue on advances in nature inspired cooperative strategies for optimization. Memetic Comput. Fernando E. B. Otero, Antonio D. Masegosa, Germán Terrazas
2014	—	`conf`	Working with OpenCL to speed up a genetic programming financial forecasting algorithm: initial results. GECCO (Companion) James Brookhouse, Fernando E. B. Otero, Michael Kampouridis
2013	J	`jnl`	A New Sequential Covering Strategy for Inducing Classification Rules With Ant Colony Algorithms. IEEE Trans. Evol. Comput. Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
2013	B	`conf`	Automated Problem Decomposition for the Boolean Domain with Genetic Programming. EuroGP Fernando E. B. Otero, Colin G. Johnson
2013	—	`conf`	Event-based graphical monitoring in the EpochX genetic programming framework. GECCO (Companion) Loïc Vaseux, Fernando E. B. Otero, Tom Castle, Colin G. Johnson
2013	A	`conf`	Improving the interpretability of classification rules discovered by an ant colony algorithm. GECCO Fernando E. B. Otero, Alex Alves Freitas
2013	—	`ed.`	Nature Inspired Cooperative Strategies for Optimization (NICSO 2013) - Learning, Optimization and Interdisciplinary Applications, Canterbury, UK, September 2-4, 2013 NISCO Germán Terrazas, Fernando E. B. Otero, Antonio D. Masegosa
2013	—	`conf`	Using Attribute Construction to Improve the Predictability of a GP Financial Forecasting Algorithm. TAAI Michael Kampouridis, Fernando E. B. Otero
2013	B	`conf`	Using a unified measure function for heuristics, discretization, and rule quality evaluation in Ant-Miner. IEEE Congress on Evolutionary Computation Khalid M. Salama, Fernando E. B. Otero
2013	J	`jnl`	Utilizing multiple pheromones in an ant-based algorithm for continuous-attribute classification rule discovery. Appl. Soft Comput. Khalid M. Salama, Ashraf M. Abdelbar, Fernando E. B. Otero, Alex Alves Freitas
2012	A	`conf`	A study of different quality evaluation functions in the cAnt-Miner(PB) classification algorithm. GECCO Matthew Medland, Fernando E. B. Otero
2012	—	`conf`	EpochX: genetic programming in java with statistics and event monitoring. GECCO (Companion) Fernando E. B. Otero, Tom Castle, Colin G. Johnson
2012	B	`conf`	Evolving recursive programs using non-recursive scaffolding. IEEE Congress on Evolutionary Computation Alberto Moraglio, Fernando E. B. Otero, Colin G. Johnson, Simon J. Thompson, Alex Alves Freitas
2012	—	`conf`	Exploring Different Functions for Heuristics, Discretization, and Rule Quality Evaluation in Ant-Miner. ANTS Khalid M. Salama, Fernando E. B. Otero
2012	—	`conf`	Improving the cAnt-MinerPB Classification Algorithm. ANTS Matthew Medland, Fernando E. B. Otero, Alex Alves Freitas
2012	J	`jnl`	Inducing decision trees with an ant colony optimization algorithm. Appl. Soft Comput. Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
2010	J	`jnl`	A hierarchical multi-label classification ant colony algorithm for protein function prediction. Memetic Comput. Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
2010	—	`conf`	The ACO Encoding. ANTS Conference Alberto Moraglio, Fernando E. B. Otero, Colin G. Johnson
2009	—	`conf`	A Hierarchical Classification Ant Colony Algorithm for Predicting Gene Ontology Terms. EvoBIO Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
2009	—	`ch.`	An Empirical Evaluation of the Effectiveness of Different Types of Predictor Attributes in Protein Function Prediction. Foundations of Computational Intelligence (5) Fernando E. B. Otero, Marc Segond, Alex Alves Freitas, Colin G. Johnson, Denis Robilliard, Cyril Fonlupt
2009	C	`conf`	Handling continuous attributes in Ant Colony Classification algorithms. CIDM Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
2008	—	`conf`	cAnt-Miner: An Ant Colony Classification Algorithm to Cope with Continuous Attributes. ANTS Conference Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
2003	B	`conf`	Genetic Programming for Attribute Construction in Data Mining. EuroGP Fernando E. B. Otero, Monique M. S. Silva, Alex Alves Freitas, Júlio C. Nievola
2002	A	`conf`	Genetic Programming For Attribute Construction In Data Mining. GECCO Fernando E. B. Otero, Monique M. S. Silva, Alex Alves Freitas
2002	—	`conf`	Genetic Programming for Attribute Construction in Data Mining. GECCO Late Breaking Papers Fernando E. B. Otero, Monique M. S. Silva, Alex Alves Freitas