Alex A. Freitas

Alex A. Freitas, Julio Cesar Nievola, R. T. Santos, 2000, 2000 IEEE Symposium on Combinations of Evolutionary Computation and Neural Networks. Proceedings of the First IEEE Symposium on Combinations of Evolutionary Computation and Neural Networks (Cat. No.00.

Data Mining Tools

Alex A. Freitas, Simon H. Lavington, 2000 .

HEAD-DT: Automatic Design of Decision-Tree Algorithms

Rodrigo C. Barros, Alex A. Freitas, André C. P. L. F. de Carvalho, 2015 .

Using SQL primitives and parallel DB servers to speed up knowledge discovery in large relational databases

Alex A. Freitas, Simon Lavington, 1996 .

Discovering Multi-Label Hierarchical Classification Rules for Protein Function Prediction

Alex A. Freitas, Myriam Regattieri Delgado, Roberto T. Alves, 2007 .

Extracao de regras de redes neurais via algoritmos geneticos

Alex A. Freitas, Julio Cesar Nievola, Heitor Silvério Lopes, 2016 .

Knowledge Discovery Paradigms

Alex A. Freitas, Simon H. Lavington, 2000 .

Data Mining with Evolutionary Algorithms: Research Directions - Papers from the AAAI Workshop

Alex A. Freitas, 1999 .

Meta-Learning for Hierarchical Classification and Applications in Bioinformatics

Alex A. Freitas, Fabio Fabris, A. Freitas, 2018 .

A Trainable Algorithm for Summarizing News Stories

Alex A. Freitas, Julio Cesar Nievola, Celso A. A. Kaestner, 2000 .

A Hybrid Rule-Induction/Likelihood-Ratio Based Approach for Predicting Protein-Protein Interactions

Colin G. Johnson, Alex A. Freitas, Mudassar Iqbal, 2009 .

A Danger Theory Approach to Web Mining

Alex A. Freitas, Jon Timmis, Andrew Secker, 2003 .

Multi-Objective Algorithms for Attribute Selection in Data Mining

Gisele L. Pappa, Alex A. Freitas, Celso A. A. Kaestner, 2004 .

Tailoring A* for a massively parallel machine: application to the traveling salesman problem

Alex A. Freitas, C. Kirner, 1993 .

Evolutionary Computation

Alex A. Freitas, A. Freitas, Kenneth A. DeJong, 2002 .

A Survey of Parallel Data Mining

Alex A. Freitas, A. Freitas, 1996 .

Stochastic model genetic programming: Deriving pricing equations for rainfall weather derivatives

Antonis Alexandridis, Michael Kampouridis, Sam Cramer, 2019, Swarm Evol. Comput..

Data Mining with Evolutionary Algorithms: Research Directions

Alex A. Freitas, A. Freitas, 2000 .

Genetic Algorithms for Rule Discovery

Alex A. Freitas, 2002 .

Induction of fuzzy classification rules with an artificial immune system

Alex A. Freitas, Heitor Silvério Lopes, Myriam Regattieri Delgado, 2004 .

HEAD-DT: Fitness Function Analysis

Rodrigo C. Barros, Alex A. Freitas, André C. P. L. F. de Carvalho, 2015 .

Is p-value $<$ 0.05 enough? A study on the statistical evaluation of classifiers

Alex A. Freitas, Nadine M. Neumann, Alexandre Plastino, 2020, The Knowledge Engineering Review.

Data Parallelism, Control Parallelism, and Related Issues

Alex A. Freitas, Simon H. Lavington, 2000 .

An experimental comparison of classification algorithms for hierarchical prediction of protein function

Matthew N. Davies, Darren R. Flower, Alex A. Freitas, 2007 .

GECCO-2001 Tutorial on Data Mining with Evolutionary Algorithms

Alex A. Freitas, 2001 .

Sumarizacao de textos usando algoritmos de classificacao

Fernando E. B. Otero, Alex A. Freitas, 2000 .

A survey of hierarchical classification across different application domains

Alex A. Freitas, Carlos N. Silla, A. Freitas, 2010, Data Mining and Knowledge Discovery.

A beam search based decision tree induction algorithm

Rodrigo C. Barros, Alex A. Freitas, André C. P. L. F. de Carvalho, 2012 .

A method for the optimum solution of the permutational flowshop sequencing problem with fuzzy processing times

Lúcia Valéria Ramos de Arruda, Alex A. Freitas, Visintin, 1999 .

Discovering interesting prediction rules with a genetic algorithm

Alex A. Freitas, Heitor Silvério Lopes, Edgar Noda, 1999, Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No. 99TH8406).

A Review of Evolutionary Algorithms for E-Commerce

Alex A. Freitas, A. Freitas, 2002 .

Data Mining with Constrained-syntax Genetic Programming: Applications in Medical Data Sets

Alex A. Freitas, Heitor Silvério Lopes, Celia C. Bojarczuk, 2001 .

Is P-value<0.05 Enough? Two Case Studies in Classifiers Evaluation

Alex A. Freitas, Alexandre Plastino, Nadine M. Neumann, 2018, Anais do XV Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2018).

HEAD-DT: Experimental Analysis

Rodrigo C. Barros, Alex A. Freitas, André C. P. L. F. de Carvalho, 2015 .

A Tutorial on Hierarchical Classification with Applications in Bioinformatics.

Alex A. Freitas, André C. P. L. F. de Carvalho, A. Carvalho, 2007 .

Genetic Programming for Rule Discovery

Alex A. Freitas, A. Freitas, 2002 .

Data Mining Paradigms

Alex A. Freitas, A. Freitas, 2002 .

Parallel Data Mining without DBMS Facilities

Alex A. Freitas, Simon H. Lavington, 2000 .

Discovering comprehensible classification rules with a genetic algorithm

Alex A. Freitas, Heitor Silvério Lopes, M. V. Fidelis, 2000, Proceedings of the 2000 Congress on Evolutionary Computation. CEC00 (Cat. No.00TH8512).

The integrated data mining tool MineKit and a case study of its application on video shop data

Alex A. Freitas, Celso A. A. Kaestner, Joel Larocca Neto, 2000 .

Evolutionary Algorithms for Clustering

Alex A. Freitas, 2002 .

Introducao a algoritmos geneticos

Alex A. Freitas, C. Kirner, 1992 .

The trade-off between effectiveness and efficiency in attribute selection: in defense of the filter approach

Alex A. Freitas, 1997 .

A non-linear topic detection method for text summarization using Wordnet

Alex A. Freitas, Celso A. A. Kaestner, Carlos N. Silla, 2003 .

Advances in Artificial Life. Proceedings of the Eighth European Conference (ECAL 2005).

Peter J. Bentley, Alex A. Freitas, Mathieu S. Capcarrere, 2005 .

Ant Colony Algorithms for Data Classification

Alex A. Freitas, Rafael Stubs Parpinelli, Heitor Silvério Lopes, 2009 .

Refactoring in Automatically Generated Programs

Colin G. Johnson, Fernando E. B. Otero, Alex A. Freitas, 2010 .

Automating the Design of Data Mining Algorithms

Gisele L. Pappa, Alex A. Freitas, A. Freitas, 2010 .

Discovering Knowledge Nuggets with a Genetic Algorithm

Alex A. Freitas, Edgar Noda, A. Freitas, 2006 .

Particle Swarms: The Second Decade

Riccardo Poli, Alex A. Freitas, Tim Blackwell, 2008 .

Devising adaptive migration policies for cooperative distributed genetic algorithms

Alex A. Freitas, Akebo Yamakami, Ivan Luiz Marques Ricarte, 2002, IEEE International Conference on Systems, Man and Cybernetics.

Basic Concepts on Parallel Processing

Alex A. Freitas, Simon H. Lavington, 2000 .

A Genetic Algorithm for Generalized Rule Induction

Alex A. Freitas, A. Freitas, 1999 .

Parallel Database Servers

Alex A. Freitas, Simon H. Lavington, 2000 .

Applying genetic algorithms to the load-balancing problem

Alex A. Freitas, C. Kirner, Junia Coutinho Anacleto, 1994 .

Fuzzy rule induction and artificial immune systems in female breast cancer familiarity profiling

Vitoantonio Bevilacqua, Stefania Tommasi, Alex A. Freitas, 2008 .

Parallel Data Mining with DBMS Facilities

Alex A. Freitas, Simon Lavington, 2000 .

A hybrid genetic algorithm/decision tree approach for coping with unbalanced classes

Alex A. Freitas, Deborah Ribeiro Carvalho, Braulio C. Avila, 1999 .

Data Mining Tasks and Concepts

Alex A. Freitas, A. Freitas, 2002 .

Summary and Some Open Problems

Alex A. Freitas, Simon H. Lavington, 2000 .

A Distributed-Population GA for Discovering Interesting Prediction Rules

Alex A. Freitas, Akebo Yamakami, Edgar Noda, 2003 .

A Genetic Programming Framework for Two Data Mining Tasks: Classification and Generalized Rule Induction

Alex A. Freitas, A. Freitas, 1997 .

Computational Results on the Automatic Design of Full Rule Induction Algorithms

Gisele L. Pappa, Alex A. Freitas, 2010 .

Directions for Future Research on the Automatic Design of Data Mining Algorithms

Gisele L. Pappa, Alex A. Freitas, A. Freitas, 2010 .

Are we really discovering ''interesting'' knowledge from data?

Alex A. Freitas, A. Freitas, 2006 .

A Multiobjective Genetic Algorithm for Attribute Selection

Gisele L. Pappa, Alex A. Freitas, Celso A. A. Kaestner, 2002 .

Proceedings of the 8th European conference on Advances in Artificial Life

Peter J. Bentley, Colin G. Johnson, Alex A. Freitas, 2005 .

Automating the Design of Data Mining Algorithms: An Evolutionary Computation Approach

Gisele L. Pappa, Alex A. Freitas, 2009 .

The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens

Tapio Salakoski, Feng Zhang, Paolo Fontana, 2019, Genome Biology.

A critical review of rule surprisingness measures

Alex A. Freitas, Nelson F. F. Ebecken, Deborah Ribeiro Carvalho, 2003 .

An immunological algorithm for discovering small-disjunct rules in data mining

Alex A. Freitas, Deborah Ribeiro Carvalho, 2001 .

An Evolutionary Density and Grid-Based Clustering Algorithm

Bianchi Serique Meiguins, Alex A. Freitas, Paulo Igor Alves Godinho, 2007 .

Conclusions and Research Directions

Alex A. Freitas, 2002 .

A distributed-population genetic algorithm for discovering interesting prediction rules

Alex A. Freitas, Akebo Yamakami, Edgar Noda, 2002 .

Particle swarm for attribute selection in Bayesian classification: an application to protein function prediction

Colin G. Johnson, Alex A. Freitas, Elon Correa, 2008 .

A summary of the papers presented at the AAAI-99 and GECCO-99 Workshop on Data Mining with Evolutionary Algorithms: Research Directions

Alex A. Freitas, 1999 .

Autonomously detecting the defective pixels in an imaging sensor array using a robust statistical technique

Alex A. Freitas, Ian W. Marshall, Siddhartha Ghosh, 2008, Electronic Imaging.

Basic Concepts of Evolutionary Algorithms

Alex A. Freitas, A. Freitas, 2002 .

Algoritmos Geneticos e sua aplicacao ao problema do corte de barras

Alex A. Freitas, C. Kirner, Junia Coutinho Anacleto, 1993 .

HIERARCHICAL CLASSIFICATION OF G-PROTEIN-COUPLED RECEPTORS WITH A PSO/ACO ALGORITHM

Alex A. Freitas, Nicholas Holden, A. Freitas, 2006 .

A review of performance evaluation measures for hierarchical classifiers

Alex A. Freitas, Ana Carolina Lorena, André C. P. L. F. de Carvalho, 2007 .

A survey of evolutionary algorithms for data mining and knowledge discovery

Alex A. Freitas, A. Freitas, 2003 .

Genetic Programming for Classification and Algorithm Design

Gisele L. Pappa, Alex A. Freitas, 2010 .

Evolutionary Algorithms for Data Preparation

Alex A. Freitas, 2002 .

Um metodo para solucao exata do problema flowshop permutacional

Alex A. Freitas, Visintin, 1998 .

A data-driven missing value imputation approach for longitudinal datasets

Alex A. Freitas, Caio Ribeiro, A. Freitas, 2021, Artificial Intelligence Review.

Attribute Selection with a Multiobjective Genetic Algorithm

Gisele L. Pappa, Alex A. Freitas, Celso A. A. Kaestner, 2002 .

Discovering Surprising Patterns by Detecting Occurrences of Simpson’s Paradox

Alex A. Freitas, Carem C. Fabris, A. Freitas, 2000 .

A study on the selection of local training sets for hierarchical classification tasks

Alex A. Freitas, Everton Alvares Cherman, Maria Carolina Monard, 2011 .

A Mini-Survey of Supervised Machine Learning Approaches for Coping with Ageing-Related Longitudinal Datasets

Alex A. Freitas, Caio Ribeiro, A. Freitas, 2019 .

A Novel Design Specification Distance (DSD) based K-Mean Clustering Performance Evaluation on Engineering Materials' Database

Andrew H. Sung, Ricardo J. G. B. Campello, Alex A. Freitas, 2019 .

Forgetting and Generalisation in Memory Modelling for Robot Companions : a Data Mining Approach

Ruth Aylett, Alex A. Freitas, Wan Ching Ho, 2010 .

Improving Female Breast Cancer Prognosis by Means of Fuzzy Rule Induction with Artificial Immune Systems

Vitoantonio Bevilacqua, Stefania Tommasi, Alex A. Freitas, 2007 .

The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens

Jari Björne, Tapio Salakoski, Giorgio Valentini, 2019, Genome Biology.

Alignment-Independent Techniques for Protein Classification

Matthew N. Davies, Darren R. Flower, Alex A. Freitas, 2008 .