Suely Oliveira

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 30

Top Topics

Parallel Particle Swarm Optimization

Item Response Theory

Interpolation Algorithm

Hybrid Architecture

Top Venues

Publications

Ibrahim Emirahmetoglu, Jeffrey Hajewski, Suely Oliveira, David E. Stewart
A Smoothing Algorithm for l1 Support Vector Machines. CoRR (2024)
Cory Kromer-Edwards, Suely Oliveira
Finding, and Countering, Future Resistance using Bacterial Antibiotic Adversarial Genetic Algorithm (BAAGA). IJCNN (2023)
Cory Kromer-Edwards, Suely Oliveira
Compound RNN to predict MICs using K-Mer Fingerprints and Antibiotic SMILES. BCB (2023)
Cory Kromer-Edwards, Mariana Castanheira, Suely Oliveira
Using Feature Selection from XGBoost to Predict MIC Values with Neural Networks. IJCNN (2023)
Cory Kromer-Edwards, Mariana Castanheira, Suely Oliveira
K-Mer Fingerprinting with RNN to predict MICs for K. pneumoniae. BIBM (2022)
Geoffrey A. Converse, Mariana Curi, Suely Oliveira, Jonathan Templin
Estimation of multidimensional item response theory models with correlated latent variables using variational autoencoders. Mach. Learn. 110 (6) (2021)
Jeffrey Hajewski, Suely Oliveira, David E. Stewart, Laura Weiler
Exploring Trade-offs in Parallel Beam-ACO. CCWC (2021)
Jeffrey Hajewski, Suely Oliveira
Efficient Evolution of Variational Autoencoders. CCWC (2021)
Geoffrey A. Converse, Shi Pu, Suely Oliveira
Incorporating Item Response Theory into Knowledge Tracing. AIED (2) (2021)
Jeffrey Hajewski, Suely Oliveira, Xiaoyu Xing
Distributed Evolution of Deep Autoencoders. SAI (1) (2021)
Cory Kromer-Edwards, Mariana Castanheira, Suely Oliveira
Year, Location, and Species Information In Predicting MIC Values with Beta-Lactamase Genes. BIBM (2020)
Jeffrey Hajewski, Suely Oliveira
A Scalable System for Neural Architecture Search. CCWC (2020)
Jeffrey Hajewski, Suely Oliveira, Xiaoyu Xing
Evolving deep autoencoders. GECCO Companion (2020)
Jeffrey Hajewski, Suely Oliveira, David E. Stewart, Laura Weiler
gBeam-ACO: a greedy and faster variant of Beam-ACO. CoRR (2020)
Jeffrey Hajewski, Suely Oliveira
An Evolutionary Approach to Variational Autoencoders. CCWC (2020)
Jeffrey Hajewski, Suely Oliveira, David E. Stewart, Laura Weiler
gBeam-ACO: a greedy and faster variant of Beam-ACO. GECCO Companion (2020)
Jeffrey Hajewski, Suely Oliveira, Xiaoyu Xing
Distributed Evolution of Deep Autoencoders. CoRR (2020)
Mariana Curi, Geoffrey A. Converse, Jeffrey Hajewski, Suely Oliveira
Interpretable Variational Autoencoders for Cognitive Models. IJCNN (2019)
Cory Kromer-Edwards, Suely Oliveira, David E. Stewart
Parallelizing Basis Pursuit Denoising. IJCNN (2019)
Cory Kromer-Edwards, Jace Neubaum, Suely Oliveira, Caitlin Smith, Evan Walser-Kuntz, Andrew West
Identifying Beta-Lactam Resistance with Neural Networks. BIBM (2019)
Jeffrey Hajewski, Suely Oliveira
Distributed SmSVM Ensemble Learning. INNSBDDL (2019)
Geoffrey A. Converse, Mariana Curi, Suely Oliveira
Autoencoders for Educational Assessment. AIED (2) (2019)
Jeffrey Hajewski, Suely Oliveira
Two Simple Tricks for Fast Cache-Aware Parallel Particle Swarm Optimization. CEC (2019)
Geoffrey A. Converse, Brooke Arnold, Mariana Curi, Suely Oliveira
Variational Autoencoders for Baseball Player Evaluation. FSDM (2019)
Jeffrey Hajewski, Suely Oliveira, David E. Stewart
Smoothed Hinge Loss and ℓ1 Support Vector Machines. ICDM Workshops (2018)
Suely Oliveira, Rahil Sharma
High quality multi-core multi-level algorithm for community detection. Int. J. Comput. Sci. Eng. 15 (3/4) (2017)
Rahil Sharma, Suely Oliveira
Community Detection Algorithm for Big Social Networks Using Hybrid Architecture. Big Data Res. 10 (2017)
Thamer Alsulaiman, Beth Osia, Anna Malkova, Suely Oliveira
Concurrent MMBIRFinder. ICCABS (2017)
Rahil Sharma, Zewei Xu, Ramanathan Sugumaran, Suely Oliveira
Parallel Landscape Driven Data Reduction & Spatial Interpolation Algorithm for Big LiDAR Data. ISPRS Int. J. Geo Inf. 5 (6) (2016)
Suely Oliveira, Rahil Sharma
Identification and prediction of functional protein modules using a bi-level community detection algorithm. Int. J. Bioinform. Res. Appl. 12 (2) (2016)
Suely Oliveira, David E. Stewart
Physically Accurate Granular flow Simulation. ICCS (2012)
Alan P. Pinheiro, David E. Stewart, Carlos Dias Maciel, José C. Pereira, Suely Oliveira
Analysis of nonlinear dynamics of vocal folds using high-speed video observation and biomechanical modeling. Digit. Signal Process. 22 (2) (2012)
Suely Oliveira, David E. Stewart
Clustering for bioinformatics via matrix optimization. BCB (2011)
Suely Oliveira, J. F. Ferreira Ribeiro, S. C. Seok
A spectral clustering algorithm for manufacturing cell formation. Comput. Ind. Eng. 57 (3) (2009)
Suely Oliveira, Fang Yang
Implementation of an H-matrix Preconditioner. CSC (2008)
Sabine Le Borne, Suely Oliveira, Fang Yang
ℋ-matrix preconditioners for symmetric saddle-point systems from meshfree discretization. Numer. Linear Algebra Appl. 15 (10) (2008)
Suely Oliveira, Sang-Cheol Seok
A matrix-based multilevel approach to identify functional protein modules. Int. J. Bioinform. Res. Appl. 4 (1) (2008)
Suely Oliveira, Fang Yang
Hierarchical-Matrix Preconditioners for Parabolic Optimal Control Problems. International Conference on Computational Science (1) (2007)
Suely Oliveira, Fang Yang
-matrix preconditioners. Computing 80 (2) (2007)
Suely Oliveira, S. C. Seok
Multilevel approaches for large-scale proteomic networks. Int. J. Comput. Math. 84 (5) (2007)
Suely Oliveira, Sang-Cheol Seok
A Multilevel Approach to Identify Functional Modules in a Yeast Protein-Protein Interaction Network. International Conference on Computational Science (2) (2006)
Suely Oliveira, S. C. Seok
Triangular Clique Based Multilevel Approaches to Identify Protein Functional Modules. VECPAR (2006)
C. Cartwright, Suely Oliveira, David E. Stewart
Parallel Support Set Searches for Meshfree Methods. SIAM J. Sci. Comput. 28 (4) (2006)
Suely Oliveira, Sang-Cheol Seok
A Multi-level Approach for Document Clustering. International Conference on Computational Science (1) (2005)
Suely Oliveira, Sang-Cheol Seok
Spectral Document Clustering Algorithms with Different Data Structures. CSC (2005)
K. H. Leem, Suely Oliveira, David E. Stewart
Algebraic multigrid (AMG) for saddle point systems from meshfree discretizations. Numer. Linear Algebra Appl. 11 (2-3) (2004)
Suely Oliveira, David E. Stewart, Takako Soma
A Subspace Semidefinite Programming for Spectral Graph Partitioning. International Conference on Computational Science (1) (2002)
Suely Oliveira, David E. Stewart, Takako Soma
Semidefinite Programmingfor Graph Partitioning with Preferencesin Data Distribution. VECPAR (2002)
Donald K. Friesen, Suely Oliveira, Jingyu Zhang
A New Efficient Parallel Algorithm for Computing Eigenvalues of Symmetric Tridiagonal Matrices. PPSC (2001)
C. Cartwright, Suely Oliveira, David E. Stewart
A Parallel Quadtree Algorithm for Efficient Assembly of Stiffness Matrices in Meshfree Galerkin Methods. IPDPS (2001)
Suely Oliveira
Exact Prediction of QR Fill-In by Row-Merge Trees. SIAM J. Sci. Comput. 22 (6) (2001)
Suely Oliveira, Takako Soma
A Multilevel Algorithm for Spectral Partitioning with Extended Eigen-Models. IPDPS Workshops (2000)
Xiaoxu Han, Suely Oliveira, David E. Stewart
Finding Sets Covering a Point with Application to Mesh-Free Galerkin Methods. SIAM J. Comput. 30 (4) (2000)
Suely Oliveira, Leonardo Borges, Michael Holzrichter, Takako Soma
Analysis of Different Partitioning Schemes for Parallel Gram-schmidt Algorithms. Parallel Algorithms Appl. 14 (4) (2000)
Michael Holzrichter, Suely Oliveira
A Graph Based Davidson Algorithm for the Graph Partitioning Problem. Int. J. Found. Comput. Sci. 10 (2) (1999)
Suely Oliveira
On the Convergence Rate of a Preconditioned Subspace Eigensolver. Computing 63 (3) (1999)
Michael Holzrichter, Suely Oliveira
A Graph Based Method for Generating the Fiedler Vector of Irregular Problems. IPPS/SPDP Workshops (1999)
Leonardo Borges, Suely Oliveira
A Parallel Solver for Extreme Eigenpairs. Euro-Par (1998)
Suely Oliveira
A new parallel chasing algorithm for transforming arrowhead matrices to tridiagonal form. Math. Comput. 67 (221) (1998)
Suely Oliveira, Takako Soma
New Partitioning Schemes for Parallel Modified Gram-Schmidt Orthogonalization. ISPAN (1997)
Z. Chen, Y. Deng, Suely Oliveira
An Efficient Parallel Implementation of a New Chasing Algorithm. PPSC (1997)
Suely Oliveira
Parallel Multigrid Methods for Transport Equations: The Anisotropic Case. Parallel Comput. 22 (4) (1996)
Thomas A. Manteuffel, Stephen F. McCormick, Jim Morel, Suely Oliveira, G. Yang
A Fast Multigrid Algorithm for Isotropic Transport Problems I: Pure Scattering. SIAM J. Sci. Comput. 16 (3) (1995)
Tom Manteuffel, Steve F. McCormick, Jim Morel, Suely Oliveira, G. Yang
A Parallel Version of a Multigrid Algorithm for Isotropic Transport Equations. SIAM J. Sci. Comput. 15 (2) (1994)
Roland A. Sweet, William L. Briggs, Suely Oliveira, Jules L. Porsche, Thomas Turnbull
FFTs and three-dimensional Poisson solvers for hypercubes. Parallel Comput. 17 (2-3) (1991)