Pablo Moscato

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 52

Top Topics

Memetic Algorithm

Top Venues

Publications

Brendan Rogers, Nasimul Noman, Stephan K. Chalup, Pablo Moscato
A comparative analysis of deep neural network architectures for sentence classification using genetic algorithm. Evol. Intell. 17 (3) (2024)
Sarwan Ali, Pablo Moscato
A Memetic Algorithm To Find a Hamiltonian Cycle in a Hamiltonian Graph. CoRR (2024)
Guillaume Briffoteaux, Andrew Ciezak, Pablo Moscato
Towards Target Derivatives-Enhanced Continued Fraction Regression. GECCO Companion (2024)
Pablo Moscato, Rafael Grebogi
Approximating the Boundaries of Unstable Nuclei Using Analytic Continued Fractions. GECCO Companion (2023)
Pablo Moscato, Mohammad Nazmul Haque, Kevin Huang, Julia Sloan, Jon Corrales de Oliveira
Learning to Extrapolate Using Continued Fractions: Predicting the Critical Temperature of Superconductor Materials. Algorithms 16 (8) (2023)
Pablo Moscato, Andrew Ciezak, Nasimul Noman
Dynamic Depth for Better Generalization in Continued Fraction Regression. GECCO (2023)
Bo Zhang, Hongyu Zhang, Van-Hoang Le, Pablo Moscato, Aozhong Zhang
Semi-supervised and unsupervised anomaly detection by mining numerical workflow relations from system logs. Autom. Softw. Eng. 30 (1) (2023)
Eneko Osaba, Javier Del Ser, Carlos Cotta, Pablo Moscato
Editorial: Memetic Computing: Accelerating optimization heuristics with problem-dependent local search methods. Swarm Evol. Comput. 70 (2022)
Pablo Moscato, Hugh Craig, Gabriel Egan, Mohammad Nazmul Haque, Kevin Huang, Julia Sloan, Jon Corrales de Oliveira
Multiple regression techniques for modelling dates of first performances of Shakespeare-era plays. Expert Syst. Appl. 200 (2022)
Brendan Rogers, Nasimul Noman, Stephan K. Chalup, Pablo Moscato
Joint Optimization of Topology and Hyperparameters of Hybrid DNNs for Sentence Classification. CEC (2022)
Pablo Moscato, Luke Mathieson, Mohammad Nazmul Haque
Augmented intuition: a bridge between theory and practice. J. Heuristics 27 (4) (2021)
Brendan Rogers, Nasimul Noman, Stephan K. Chalup, Pablo Moscato
Evolutionary Hyperparameter Optimisation for Sentence Classification. CEC (2021)
Pablo Moscato, Hugh Craig, Gabriel Egan, Mohammad Nazmul Haque, Kevin Huang, Julia Sloan, Jon Corrales de Oliveira
Multiple regression techniques for modeling dates of first performances of Shakespeare-era plays. CoRR (2021)
Pablo Moscato, Haoyuan Sun, Mohammad Nazmul Haque
Analytic Continued Fractions for Regression: A Memetic Algorithm Approach. Expert Syst. Appl. 179 (2021)
Nasimul Noman, Pablo Moscato
Designing optimal combination therapy for personalised glioma treatment. Memetic Comput. 12 (4) (2020)
Pablo Moscato, Mohammad Nazmul Haque, Kevin Huang, Julia Sloan, Jon Corrales de Oliveira
Learning to extrapolate using continued fractions: Predicting the critical temperature of superconductor materials. CoRR (2020)
Bo Zhang, Hongyu Zhang, Pablo Moscato, Aozhong Zhang
Anomaly Detection via Mining Numerical Workflow Relations from Logs. SRDS (2020)
Ademir C. Gabardo, Regina Berretta, Pablo Moscato
M-Link: a link clustering memetic algorithm for overlapping community detection. Memetic Comput. 12 (2) (2020)
Pablo Moscato, Haoyuan Sun, Mohammad Nazmul Haque
Analytic Continued Fractions for Regression: A Memetic Algorithm Approach. CoRR (2020)
Luke Mathieson, Pablo Moscato
The Unexpected Virtue of Problem Reductions or How to Solve Problems Being Lazy but Wise. SSCI (2020)
Pablo Moscato, Haoyuan Sun, Mohammad Nazmul Haque
Analytic Continued Fractions for Regression: Results on 352 datasets from the physical sciences. CEC (2020)
Bo Zhang, Hongyu Zhang, Junjie Chen, Dan Hao, Pablo Moscato
AutoMR: Automatic Discovery and Cleansing of Numerical Metamorphic Relations. ICSME (2019)
Haoyuan Sun, Pablo Moscato
A Memetic Algorithm for Symbolic Regression. CEC (2019)
Terry Truong, Pablo Moscato, Nasimul Noman
A Computational Approach for Designing Combination Therapy in Combating Glioblastoma. CEC (2019)
Mohammad Nazmul Haque, Pablo Moscato
The Cohesion-Based Communities of Symptoms of the Largest Component of the DSM-IV Network. J. Interconnect. Networks 19 (1) (2019)
Mohammad Nazmul Haque, Luke Mathieson, Pablo Moscato
A memetic algorithm approach to network alignment: mapping the classification of mental disorders of DSM-IV with ICD-10. GECCO (2019)
Amer Abu Zaher, Regina Berretta, Nasimul Noman, Pablo Moscato
An adaptive memetic algorithm for feature selection using proximity graphs. Comput. Intell. 35 (1) (2019)
Bo Zhang, Hongyu Zhang, Junjie Chen, Dan Hao, Pablo Moscato
Automatic Discovery and Cleansing of Numerical Metamorphic Relations. ICSME (2019)
Francia Jiménez, Claudio Sanhueza, Regina Berretta, Pablo Moscato
Accelerating a multi-objective memetic algorithm for feature selection using hierarchical k-means indexes. GECCO (Companion) (2018)
Jake Fitzsimmons, Pablo Moscato
Symbolic Regression Modeling of Drug Responses. AI4I (2018)
Claudio Sanhueza, Francia Jiménez, Regina Berretta, Pablo Moscato
mQAPViz: a divide-and-conquer multi-objective optimization algorithm to compute large data visualizations. GECCO (2018)
Claudio Sanhueza, Francia Jiménez, Regina Berretta, Pablo Moscato
mQAPViz: A divide-and-conquer multi-objective optimization algorithm to compute large data visualizations. CoRR (2018)
Nader Mahmoudi, Paul Docherty, Pablo Moscato
Deep neural networks understand investors better. Decis. Support Syst. 112 (2018)
Shannon Fenn, Pablo Moscato
Target Curricula via Selection of Minimum Feature Sets: a Case Study in Boolean Networks. J. Mach. Learn. Res. 18 (2017)
Claudio Sanhueza, Francia Jimenez, Regina Berretta, Pablo Moscato
PasMoQAP: A parallel asynchronous memetic algorithm for solving the Multi-Objective Quadratic Assignment Problem. CEC (2017)
Giuseppe Lancia, Luke Mathieson, Pablo Moscato
Separating sets of strings by finding matching patterns is almost always hard. Theor. Comput. Sci. 665 (2017)
Mohammad Nazmul Haque, Luke Mathieson, Pablo Moscato
A memetic algorithm for community detection by maximising the connected cohesion. SSCI (2017)
Claudio Sanhueza, Francia Jimenez, Regina Berretta, Pablo Moscato
PasMoQAP: A Parallel Asynchronous Memetic Algorithm for solving the Multi-Objective Quadratic Assignment Problem. CoRR (2017)
Francia Jimenez, Claudio Sanhueza, Regina Berretta, Pablo Moscato
-feature set problem using memetic algorithms. GECCO (Companion) (2017)
Shannon Fenn, Pablo Moscato
Target Curricula via Selection of Minimum Feature Sets: a Case Study in Boolean Networks. CoRR (2017)
Mohammad Nazmul Haque, Nasimul Noman, Regina Berretta, Pablo Moscato
Optimising weights for heterogeneous ensemble of classifiers with differential evolution. CEC (2016)
Heloisa H. Milioli, Renato Vimieiro, Inna Tishchenko, Carlos Riveros, Regina Berretta, Pablo Moscato
Iteratively refining breast cancer intrinsic subtypes in the METABRIC dataset. BioData Min. 9 (2016)
Natalie Jane de Vries, Ahmed Shamsul Arefin, Luke Mathieson, Benjamin Lucas, Pablo Moscato
Relative Neighborhood Graphs Uncover the Dynamics of Social Media Engagement. ADMA (2016)
José A. Lachiondo, Manuel Ujaldon, Regina Berretta, Pablo Moscato
Legendre moments as high performance bone biomarkers: computational methods and GPU acceleration. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 4 (3-4) (2016)
Luiz Fernando Nunes, Lauro Cesar Galvão, Heitor Silvério Lopes, Pablo Moscato, Regina Berretta
An integer programming model for protein structure prediction using the 3D-HP side chain model. Discret. Appl. Math. 198 (2016)
Ademir C. Gabardo, Regina Berretta, Natalie Jane de Vries, Pablo Moscato
Proceedings in Adaptation, Learning and Optimization. IES (2016)
Giuseppe Lancia, Luke Mathieson, Pablo Moscato
Finding Patterns is Almost Always Hard. CoRR (2016)
Mateus Rocha de Paula, Regina Berretta, Pablo Moscato
A fast meta-heuristic approach for the (α, β)-k-feature set problem. J. Heuristics 22 (2) (2016)
Ahmed Shamsul Arefin, Carlos Riveros, Regina Berretta, Pablo Moscato
The MST-kNN with Paracliques. ACALCI (2015)
Ahmed Shamsul Arefin, Regina Berretta, Pablo Moscato
On Ranking Nodes using kNN Graphs, Shortest-paths and GPUs. AusDM (2015)
Matthew Harris, Regina Berretta, Mario Inostroza-Ponta, Pablo Moscato
A Memetic Algorithm for the Quadratic Assignment Problem with parallel local search. CEC (2015)
Amer Abu Zaher, Regina Berretta, Ahmed Shamsul Arefin, Pablo Moscato
FSMEC: A Feature Selection Method based on the Minimum Spanning Tree and Evolutionary Computation. AusDM (2015)
Renato Vimieiro, Pablo Moscato
Disclosed: An efficient depth-first, top-down algorithm for mining disjunctive closed itemsets in high-dimensional data. Inf. Sci. 280 (2014)
Benjamin Lucas, Ahmed Shamsul Arefin, Natalie Jane de Vries, Regina Berretta, Jamie Carlson, Pablo Moscato
Engagement in Motion: Exploring Short Term Dynamics in Page-Level Social Media Metrics. BDCloud (2014)
Natalie Jane de Vries, Ahmed Shamsul Arefin, Pablo Moscato
Gauging Heterogeneity in Online Consumer Behaviour Data: A Proximity Graph Approach. BDCloud (2014)
Leila Moslemi Naeni, Natalie Jane de Vries, Rodrigo Reis, Ahmed Shamsul Arefin, Regina Berretta, Pablo Moscato
Identifying Communities of Trust and Confidence in the Charity and Not-for-Profit Sector: A Memetic Algorithm Approach. BDCloud (2014)
Renato Vimieiro, Pablo Moscato
A new method for mining disjunctive emerging patterns in high-dimensional datasets using hypergraphs. Inf. Syst. 40 (2014)
Manuel Jesús Martín-Requena, Pablo Moscato, Manuel Ujaldon
Efficient data partitioning for the GPU computation of moment functions. J. Parallel Distributed Comput. 74 (1) (2014)
Carlos Riveros, Manuel Ujaldon, Pablo Moscato
Entropy-based High Performance Computation of Boolean SNP-SNP Interactions Using GPUs. IWBBIO (2014)
Lauro Cesar Galvão, Luiz Fernando Nunes, Heitor Silvério Lopes, Pablo Moscato
A new greedy heuristic for 3DHP protein struture prediction with side chain. BIBM Workshops (2012)
Renato Vimieiro, Pablo Moscato
Mining disjunctive minimal generators with TitanicOR. Expert Syst. Appl. 39 (9) (2012)
Ahmed Shamsul Arefin, Carlos Riveros, Regina Berretta, Pablo Moscato
kNN-Borůvka-GPU: A Fast and Scalable MST Construction from kNN Graphs on GPU. ICCSA (1) (2012)
Farhan Ahammed, Pablo Moscato
Evolving L-Systems as an Intelligent Design Approach to Find Classes of Difficult-to-Solve Traveling Salesman Problem Instances. EvoApplications (1) (2011)
Ahmed Shamsul Arefin, Mario Inostroza-Ponta, Luke Mathieson, Regina Berretta, Pablo Moscato
Clustering Nodes in Large-Scale Biological Networks Using External Memory Algorithms. ICA3PP (2) (2011)
Gary L. Rogers, Pablo Moscato, Michael A. Langston
Graph algorithms for machine learning: a case-control study based on prostate cancer populations and high throughput transcriptomic data. BMC Bioinform. 11 (S-4) (2010)
Aaron Ikin, Carlos Riveros, Pablo Moscato, Alexandre Mendes
The Gene Interaction Miner: a new tool for data mining contextual information for protein-protein interaction analysis. Bioinform. 26 (2) (2010)
Luciana Montera, Maria do Carmo Nicoletti, Flavio Henrique da Silva, Pablo Moscato
An effective mutation-based measure for evaluating the suitability of parental sequences to undergo DNA shuffling experiments. IEEE Congress on Evolutionary Computation (2008)
Pablo Moscato, Alexandre Mendes, Regina Berretta
Benchmarking a memetic algorithm for ordering microarray data. Biosyst. 88 (1-2) (2007)
Mario Inostroza-Ponta, Alexandre Mendes, Regina Berretta, Pablo Moscato
An Integrated QAP-Based Approach to Visualize Patterns of Gene Expression Similarity. ACAL (2007)
Regina Berretta, Alexandre Mendes, Pablo Moscato
Selection of Discriminative Genes in Microarray Experiments Using Mathematical Programming. J. Res. Pract. Inf. Technol. 39 (4) (2007)
Vinícius Garcia, Paulo M. França, Alexandre Mendes, Pablo Moscato
A parallel memetic algorithm applied to the total tardiness machine scheduling problem. IPDPS (2006)
Pritha Mahata, Wagner Costa, Carlos Cotta, Pablo Moscato
Hierarchical Clustering, Languages and Cancer. EvoWorkshops (2006)
Mario Inostroza-Ponta, Regina Berretta, Alexandre Mendes, Pablo Moscato
An automatic graph layout procedure to visualize correlated data. IFIP AI (2006)
Paulo M. França, Jatinder N. D. Gupta, Alexandre Mendes, Pablo Moscato, Klaas J. Veltink
Evolutionary algorithms for scheduling a flowshop manufacturing cell with sequence dependent family setups. Comput. Ind. Eng. 48 (3) (2005)
Alexandre Mendes, Carlos Cotta, Vinícius Garcia, Paulo M. França, Pablo Moscato
Gene Ordering in Microarray Data Using Parallel Memetic Algorithms. ICPP Workshops (2005)
Pablo Moscato, Luke Mathieson, Alexandre Mendes, Regina Berretta
The Electronic Primaries: Predicting the U.S. Presidency Using Feature Selection with Safe Data Reduction. ACSC (2005)
Regina Berretta, Alexandre Mendes, Pablo Moscato
Integer Programming Models and Algorithms for Molecular Classification of Cancer from Microarray Data. ACSC (2005)
Pablo Moscato, Regina Berretta, Mou'ath Hourani, Alexandre Mendes, Carlos Cotta
Genes Related with Alzheimer's Disease: A Comparison of Evolutionary Search, Statistical and Integer Programming Approaches. EvoWorkshops (2005)
Carlos Cotta, Christian Sloper, Pablo Moscato
Evolutionary Search of Thresholds for Robust Feature Set Selection: Application to the Analysis of Microarray Data. EvoWorkshops (2004)
Lalinka de Campos Teixeira Gomes, Fernando J. Von Zuben, Pablo Moscato
A proposal for direct-ordering gene expression data by self-organising maps. Appl. Soft Comput. 5 (1) (2004)
Luciana S. Buriol, Paulo M. França, Pablo Moscato
A New Memetic Algorithm for the Asymmetric Traveling Salesman Problem. J. Heuristics 10 (5) (2004)
Carlos Cotta, Pablo Moscato
A mixed evolutionary-statistical analysis of an algorithm's complexity. Appl. Math. Lett. 16 (1) (2003)
Carlos Cotta, Pablo Moscato
[2]-complete. J. Comput. Syst. Sci. 67 (4) (2003)
Pablo Moscato, Carlos Cotta
Una Introducción a los Algoritmos Memeticos. Inteligencia Artif. 7 (19) (2003)
Carlos Cotta, Alexandre Mendes, Vinícius Garcia, Paulo M. França, Pablo Moscato
Applying Memetic Algorithms to the Analysis of Microarray Data. EvoWorkshops (2003)
Alexandre Mendes, Paulo M. França, Pablo Moscato, Vinícius Garcia
Population Studies for the Gate Matrix Layout Problem. IBERAMIA (2002)
Lalinka de C. T. Gomes, Fernando J. Von Zuben, Pablo Moscato
Ordering Gene Expression Data Using One-dimensional Self-Organizing Maps. WOB (2002)
Carlos Cotta, Pablo Moscato
Inferring Phylogenetic Trees Using Evolutionary Algorithms. PPSN (2002)
Paulo M. França, Alexandre Mendes, Pablo Moscato
A memetic algorithm for the total tardiness single machine scheduling problem. Eur. J. Oper. Res. 132 (1) (2001)
Pablo Moscato, Michael G. Norman
On the Performance of Heuristics on Finite and Infinite Fractal Instances of the Euclidean Traveling Salesman Problem. INFORMS J. Comput. 10 (2) (1998)
Pablo Moscato
An introduction to population approaches for optimization and hierarchical objective functions: A discussion on the role of tabu search. Ann. Oper. Res. 41 (2) (1993)