Fernando E. B. Otero

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 34

Top Topics

Classification Algorithm

Genetic Programming

Financial Forecasting

Top Venues

GECCO (Companion)

EvoApplications

Publications

Adesola Adegboye, Michael Kampouridis, Fernando E. B. Otero
Algorithmic trading with directional changes. Artif. Intell. Rev. 56 (6) (2023)
Sergey Ovchinnik, Fernando E. B. Otero, Alex Alves Freitas
Nested trees for longitudinal classification. SAC (2022)
Ismail Mohamed, Fernando E. B. Otero
A Performance Study of Multiobjective Particle Swarm Optimization Algorithms for Market Timing. CIFEr (2022)
Ayah Helal, Fernando E. B. Otero
Data stream classification with ant colony optimisation. Int. J. Intell. Syst. 37 (9) (2022)
Helen Costa, Fernando E. B. Otero, Luiz H. C. Merschmann, Marcone J. F. Souza
A Novel Hybrid Feature Selection Algorithm for Hierarchical Classification. IEEE Access 9 (2021)
Gaurav Misra, Matteo Migliavacca, Fernando E. B. Otero
Behavioural User Identification from Clickstream Data for Business Improvement. SGAI Conf. (2021)
Nishanthan Kamaleson, Dominique Chu, Fernando E. B. Otero
Automatic Information Extraction from Electronic Documents Using Machine Learning. SGAI Conf. (2021)
Adesola Adegboye, Michael Kampouridis, Fernando E. B. Otero
Improving trend reversal estimation in forex markets under a directional changes paradigm with classification algorithms. Int. J. Intell. Syst. 36 (12) (2021)
Ismail Mohamed, Fernando E. B. Otero
A multiobjective optimization approach for market timing. GECCO (2020)
Valéria de Carvalho Santos, Fernando E. B. Otero, Colin G. Johnson, Fernando Santos Osório, Claudio Fabiano Motta Toledo
Exploratory path planning for mobile robots in dynamic environments with ant colony optimization. GECCO (2020)
Ismail Mohamed, Fernando E. B. Otero
Using Population-based Metaheuristics and Trend Representative Testing to Compose Strategies for Market Timing. IJCCI (2019)
Sergey Ovchinnik, Fernando E. B. Otero, Alex Alves Freitas
Monotonicity Detection and Enforcement in Longitudinal Classification. SGAI Conf. (2019)
Ayah Helal, James Brookhouse, Fernando E. B. Otero
Archive-Based Pheromone Model for Discovering Regression Rules with Ant Colony Optimization. CEC (2018)
James Brookhouse, Fernando E. B. Otero
Post-Processing Methods to Enforce Monotonic Constraints in Ant Colony Classification Algorithms. IJCNN (2018)
Michael Kampouridis, Fernando E. B. Otero
Evolving trading strategies using directional changes. Expert Syst. Appl. 73 (2017)
Ayah Helal, Fernando E. B. Otero
Automatic design of ant-miner mixed attributes for classification rule discovery. GECCO (2017)
Héctor D. Menéndez, Fernando E. B. Otero, David Camacho
Extending the SACOC algorithm through the Nyström method for dense manifold data analysis. Int. J. Bio Inspired Comput. 10 (2) (2017)
Fernando E. B. Otero
MYRA: a Java ant colony optimization framework for classification algorithms. GECCO (Companion) (2017)
Michael Kampouridis, Fernando E. B. Otero
Heuristic procedures for improving the predictability of a genetic programming financial forecasting algorithm. Soft Comput. 21 (2) (2017)
Luiz Otávio Vilas Boas Oliveira, Luis Fernando Miranda, Gisele L. Pappa, Fernando E. B. Otero, Ricardo H. C. Takahashi
Reducing Dimensionality to Improve Search in Semantic Genetic Programming. PPSN (2016)
Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Luis Fernando Miranda, Gisele L. Pappa
Revisiting the Sequential Symbolic Regression Genetic Programming. BRACIS (2016)
Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Gisele L. Pappa
A Dispersion Operator for Geometric Semantic Genetic Programming. GECCO (2016)
Valéria de Carvalho Santos, Fernando Santos Osório, Claudio Fabiano Motta Toledo, Fernando E. B. Otero, Colin G. Johnson
Exploratory path planning using the Max-min ant system algorithm. CEC (2016)
Héctor D. Menéndez, Fernando E. B. Otero, David Camacho
Medoid-based clustering using ant colony optimization. Swarm Intell. 10 (2) (2016)
Fernando E. B. Otero, Alex Alves Freitas
Improving the Interpretability of Classification Rules Discovered by an Ant Colony Algorithm: Extended Results. Evol. Comput. 24 (3) (2016)
Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Gisele L. Pappa
A Generic Framework for Building Dispersion Operators in the Semantic Space. GPTP (2016)
James Brookhouse, Fernando E. B. Otero
Monotonicity in Ant Colony Classification Algorithms. ANTS Conference (2016)
James Brookhouse, Fernando E. B. Otero
Using an Ant Colony Optimization Algorithm for Monotonic Regression Rule Discovery. GECCO (2016)
Ayah Helal, Fernando E. B. Otero
A Mixed-Attribute Approach in Ant-Miner Classification Rule Discovery Algorithm. GECCO (2016)
Julio Albinati, Samuel E. L. Oliveira, Fernando E. B. Otero, Gisele L. Pappa
An ant colony-based semi-supervised approach for learning classification rules. Swarm Intell. 9 (4) (2015)
Julio Albinati, Gisele L. Pappa, Fernando E. B. Otero, Luiz Otávio Vilas Boas Oliveira
The Effect of Distinct Geometric Semantic Crossover Operators in Regression Problems. EuroGP (2015)
James Brookhouse, Fernando E. B. Otero
Discovering Regression Rules with Ant Colony Optimization. GECCO (Companion) (2015)
Khalid M. Salama, Ashraf M. Abdelbar, Fernando E. B. Otero
Investigating Evaluation Measures in Ant Colony Algorithms for Learning Decision Tree Classifiers. SSCI (2015)
Jeremie Gypteau, Fernando E. B. Otero, Michael Kampouridis
Generating Directional Change Based Trading Strategies with Genetic Programming. EvoApplications (2015)
Claris Leroux, Fernando E. B. Otero, Colin G. Johnson
A genetic programming problem definition language code generator for the epochX framework. GECCO (Companion) (2014)
Héctor D. Menéndez, Fernando E. B. Otero, David Camacho
MACOC: A Medoid-Based ACO Clustering Algorithm. ANTS Conference (2014)
James Brookhouse, Fernando E. B. Otero, Michael Kampouridis
Working with OpenCL to speed up a genetic programming financial forecasting algorithm: initial results. GECCO (Companion) (2014)
Héctor D. Menéndez, Fernando E. B. Otero, David Camacho
SACOC: A Spectral-Based ACO Clustering Algorithm. IDC (2014)
Fernando E. B. Otero, Michael Kampouridis
A Comparative Study on the Use of Classification Algorithms in Financial Forecasting. EvoApplications (2014)
Fernando E. B. Otero, Antonio D. Masegosa, Germán Terrazas
Thematic issue on advances in nature inspired cooperative strategies for optimization. Memetic Comput. 6 (3) (2014)
Khalid M. Salama, Fernando E. B. Otero
Learning Multi-tree Classification Models with Ant Colony Optimization. IJCCI (ECTA) (2014)
Luiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Gisele L. Pappa, Julio Albinati
Sequential Symbolic Regression with Genetic Programming. GPTP (2014)
Fernando E. B. Otero, Alex Alves Freitas
Improving the interpretability of classification rules discovered by an ant colony algorithm. GECCO (2013)
Khalid M. Salama, Fernando E. B. Otero
Using a unified measure function for heuristics, discretization, and rule quality evaluation in Ant-Miner. IEEE Congress on Evolutionary Computation (2013)
Loïc Vaseux, Fernando E. B. Otero, Tom Castle, Colin G. Johnson
Event-based graphical monitoring in the EpochX genetic programming framework. GECCO (Companion) (2013)
Michael Kampouridis, Fernando E. B. Otero
Using Attribute Construction to Improve the Predictability of a GP Financial Forecasting Algorithm. TAAI (2013)
Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
A New Sequential Covering Strategy for Inducing Classification Rules With Ant Colony Algorithms. IEEE Trans. Evol. Comput. 17 (1) (2013)
Fernando E. B. Otero, Colin G. Johnson
Automated Problem Decomposition for the Boolean Domain with Genetic Programming. EuroGP (2013)
Khalid M. Salama, Ashraf M. Abdelbar, Fernando E. B. Otero, Alex Alves Freitas
Utilizing multiple pheromones in an ant-based algorithm for continuous-attribute classification rule discovery. Appl. Soft Comput. 13 (1) (2013)
Matthew Medland, Fernando E. B. Otero
A study of different quality evaluation functions in the cAnt-Miner(PB) classification algorithm. GECCO (2012)
Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
Inducing decision trees with an ant colony optimization algorithm. Appl. Soft Comput. 12 (11) (2012)
Fernando E. B. Otero, Tom Castle, Colin G. Johnson
EpochX: genetic programming in java with statistics and event monitoring. GECCO (Companion) (2012)
Alberto Moraglio, Fernando E. B. Otero, Colin G. Johnson, Simon J. Thompson, Alex Alves Freitas
Evolving recursive programs using non-recursive scaffolding. IEEE Congress on Evolutionary Computation (2012)
Matthew Medland, Fernando E. B. Otero, Alex Alves Freitas
Improving the cAnt-MinerPB Classification Algorithm. ANTS (2012)
Khalid M. Salama, Fernando E. B. Otero
Exploring Different Functions for Heuristics, Discretization, and Rule Quality Evaluation in Ant-Miner. ANTS (2012)
Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
A hierarchical multi-label classification ant colony algorithm for protein function prediction. Memetic Comput. 2 (3) (2010)
Alberto Moraglio, Fernando E. B. Otero, Colin G. Johnson
The ACO Encoding. ANTS Conference (2010)
Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
Handling continuous attributes in Ant Colony Classification algorithms. CIDM (2009)
Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
A Hierarchical Classification Ant Colony Algorithm for Predicting Gene Ontology Terms. EvoBIO (2009)
Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
cAnt-Miner: An Ant Colony Classification Algorithm to Cope with Continuous Attributes. ANTS Conference (2008)
Fernando E. B. Otero, Monique M. S. Silva, Alex Alves Freitas, Júlio C. Nievola
Genetic Programming for Attribute Construction in Data Mining. EuroGP (2003)
Fernando E. B. Otero, Monique M. S. Silva, Alex Alves Freitas
Genetic Programming for Attribute Construction in Data Mining. GECCO Late Breaking Papers (2002)
Fernando E. B. Otero, Monique M. S. Silva, Alex Alves Freitas
Genetic Programming For Attribute Construction In Data Mining. GECCO (2002)