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Investigação de problemas difíceis do ponto de vista algorítmico e estrutural

Processo: 15/11937-9
Modalidade de apoio:Auxílio à Pesquisa - Temático
Vigência: 01 de março de 2017 - 28 de fevereiro de 2023
Área do conhecimento:Ciências Exatas e da Terra - Ciência da Computação - Teoria da Computação
Pesquisador responsável:Flávio Keidi Miyazawa
Beneficiário:Flávio Keidi Miyazawa
Instituição Sede: Instituto de Computação (IC). Universidade Estadual de Campinas (UNICAMP). Campinas , SP, Brasil
Pesquisadores principais:
Eduardo Candido Xavier ; Orlando Lee ; Yoshiko Wakabayashi ; Zanoni Dias
Pesquisadores associados:Fábio Luiz Usberti ; Lehilton Lelis Chaves Pedrosa ; Luis Augusto Angelotti Meira ; Rafael Crivellari Saliba Schouery ; Ulisses Martins Dias
Auxílios(s) vinculado(s):19/12728-5 - Estudo de problemas de otimização combinatória teóricos e aplicados em cenários reais, AV.EXT
Bolsa(s) vinculada(s):22/15408-4 - Algoritmos Exatos para Problemas de Cobertura de Arestas com Caminhos, BP.IC
22/03735-0 - Digrafos alpha-Diperfeitos e chi-Diperfeitos, BP.DR
22/06707-8 - Algoritmos para problemas de empacotamento, BP.PD
+ mais bolsas vinculadas 22/06728-5 - Algoritmos para Problemas de Empacotamento, BP.PD
21/13824-8 - Generalizações de problemas envolvendo partição de strings, BP.DR
21/12599-0 - Aumento de conexidade de grafos e redes robustas, BP.MS
20/16439-5 - Problemas de coberturas justas e máximas, BP.DR
21/06282-4 - Teoria dos Jogos Algorítmica aplicada a alocação e precificação de recursos na Computação de Borda, BP.MS
20/13162-2 - Problemas de empacotamento com número fixo de recipientes, BP.DR
21/04409-7 - Algoritmos para problemas de empacotamento, BP.PD
20/11118-6 - Conexidade em grafos, BP.DR
20/06116-4 - Dígrafos chi-Diperfeitos, BP.MS
20/06511-0 - Meta-heurísticas para o problema de empacotamento colorido, BP.IC
19/10400-2 - Algoritmos de aproximação e parametrizados para problemas de conectividade de pares, BP.DR
19/14471-1 - Problemas sobre spanners em grafos, BP.PD
19/27331-3 - Problemas de ordenação por rearranjos de genomas, BP.PD
19/14492-9 - Aplicações de teoria dos jogos algoriítmica a problemas de transporte, BP.IC
18/25950-5 - Um algoritmo para o problema de roteirização de veículos elétricos, BP.MS
18/04679-1 - Menores conformes e orientações Pfaffianas, BP.PD
17/26114-3 - Problemas de Rotulação em Grafos, BP.PD
18/00910-0 - Algoritmos para problemas Min-Max de alocação de p-Terminais e variantes, BP.IC
17/23623-4 - Problemas de partição em grafos e dígrafos, BP.PD
17/21297-2 - Problemas de disposição de propagandas, BP.MS
17/23343-1 - Algoritmos exatos e heurísticas para o compartilhamento de veículos, BP.MS
17/11831-1 - Algoritmos e modelos para problemas de corte e empacotamento, BP.DD
17/05223-9 - Análise teórica de problemas de transporte sob a perspectiva da teoria dos jogos, BP.MS - menos bolsas vinculadas
Assunto(s):Biologia computacional  Otimização combinatória  Teoria dos grafos  Teoria dos jogos  Algoritmos 
Palavra(s)-Chave do Pesquisador:Biologia Computacional | Otimização Combinatória | teoria dos grafos | teoria dos jogos | Algoritmos e Estruturas Combinatoriais

Resumo

O tema central deste projeto é a investigação de diversos problemas sobre objetos de natureza discreta, tendo como foco o estudo de algoritmos e de questões estruturais e teóricas sobre esses objetos. Daremos ênfase ao tratamento de "problemas difíceis"(formalmente conhecidos como problemas NP-difíceis), mas não nos restringiremos a esta classe de problemas. Consideraremos também problemas pertencentes a outras classes de complexidade, bem como problemas onde a dificuldade de se resolvê-los eficientemente está na falta de informação ou mesmo na descentralização das decisões de diferentes usuários, em contextos onde a decisão de um usuário afeta a decisão dos demais. Os estudos de natureza algorítmica que serão contemplados incluem projetos de algoritmos eficientes e práticos (quando possível, com garantia de desempenho), desenvolvimento de novas técnicas, e classificação de diversos problemas com relação à sua pertinência a diferentes classes de complexidade computacional. As questões estruturais sobre os objetos combinatórios que investigaremos incluem sua caracterização, propriedades, condições para sua existência, quantificação e construção dos mesmos. Os tópicos e técnicas que investigaremos estão inter-relacionados e são aplicáveis a diversas áreas como biologia computacional, otimização discreta, teoria dos grafos, logística e economia. Esperamos que a execução deste projeto tenha como fruto a obtenção de resultados relevantes, que contribuam para o avanço do estado da arte da área de conhecimento em que se inserem. Também esperamos que este projeto contribua para a formação e qualificação de novos pesquisadores. Ao fim do projeto, também esperamos um aumento da pesquisa em áreas ainda pouco estudadas no Brasil, mas para as quais há intensa atividade nos principais centros de pesquisa no exterior. (AU)

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Publicações científicas (136)
(Referências obtidas automaticamente do Web of Science e do SciELO, por meio da informação sobre o financiamento pela FAPESP e o número do processo correspondente, incluída na publicação pelos autores)
DE LIMA, MURILO SANTOS; SAN FELICE, MARIO CESAR; LEE, ORLANDO. Group parking permit problems. DISCRETE APPLIED MATHEMATICS, v. 281, n. SI, p. 172-194, . (14/18781-1, 15/11937-9, 17/11382-2)
C.H. SAMORA; F.L. USBERTI; C. LYRA. Relaxação Lagrangeana Aplicada ao Problema de Cobertura por Hubs. TEMA (São Carlos), v. 19, n. 3, p. 547-558, . (15/11937-9)
POVOA, MARCELO G.; XAVIER, EDUARDO C.. Approximation algorithms and heuristics for task scheduling in data-intensive distributed systems. International Transactions in Operational Research, v. 25, n. 5, p. 1417-1441, . (16/23552-7, 14/02104-0, 15/11937-9)
RODRIGUES, CAROLINE MAZINI; SORIANO-VARGAS, AUREA; LAVI, BAHRAM; ROCHA, ANDERSON; DIAS, ZANONI. Manifold Learning for Real-World Event Understanding. IEEE Transactions on Information Forensics and Security, v. 16, p. 2957-2972, . (18/16548-9, 18/16214-3, 17/16246-0, 15/11937-9, 18/05668-3, 13/08293-7, 17/12646-3, 17/16871-1)
DUARTE, GABRIEL L.; ETO, HIROSHI; HANAKA, TESSHU; KOBAYASHI, YASUAKI; KOBAYASHI, YUSUKE; LOKSHTANOV, DANIEL; PEDROSA, LEHILTON L. C.; SCHOUERY, RAFAEL C. S.; SOUZA, UEVERTON S.. Computing the Largest Bond and the Maximum Connected Cut of a Graph. ALGORITHMICA, v. 83, n. 5, p. 1421-1458, . (15/11937-9)
DANTAS, ANA PAULA S.; DE SOUZA, CID C.; DIAS, ZANONI. A heuristic for the convex recoloring problem in graphs. International Transactions in Operational Research, v. 29, n. 3, p. 1454-1478, . (17/16246-0, 17/12646-3, 15/11937-9, 18/04760-3)
OLIVEIRA, ANDRE RODRIGUES; JEAN, GERALDINE; FERTIN, GUILLAUME; BRITO, KLAIRTON LIMA; DIAS, ULISSES; DIAS, ZANONI. orting Permutations by Intergenic Operation. IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, v. 18, n. 6, p. 2080-2093, . (19/27331-3, 13/08293-7, 17/12646-3, 15/11937-9)
SIQUEIRA, GABRIEL; ALEXANDRINO, ALEXSANDRO OLIVEIRA; DIAS, ZANONI. Signed rearrangement distances considering repeated genes, intergenic regions, and indels. JOURNAL OF COMBINATORIAL OPTIMIZATION, v. 46, n. 2, p. 36-pg., . (21/13824-8, 13/08293-7, 17/12646-3, 15/11937-9)
BOTLER, FABIO; COLUCCI, LUCAS; KOHAYAKAWA, YOSHIHARU. The mod k chromatic index of graphs is O(k). JOURNAL OF GRAPH THEORY, v. 102, n. 1, p. 4-pg., . (18/04876-1, 19/13364-7, 15/11937-9, 20/08252-2)
MIYAZAWA, FLAVIO K.; WAKABAYASHI, YOSHIKO. Techniques and results on approximation algorithms for packing circles. SAO PAULO JOURNAL OF MATHEMATICAL SCIENCES, v. 16, n. 1, p. 31-pg., . (15/11937-9, 16/01860-1)
LINTZMAYER, CARLA N.; MIYAZAWA, FLAVIO K.; MOURA, PHABLO F. S.; XAVIER, EDUARDO C.. Randomized approximation scheme for Steiner Multi Cycle in the Euclidean plane. THEORETICAL COMPUTER SCIENCE, v. 835, p. 134-155, . (16/23552-7, 16/21250-3, 17/22611-2, 15/11937-9, 16/01860-1)
LILIANE DE AZEVEDO OLIVEIRA; VINÍCIUS LOTI DE LIMA; THIAGO ALVES DE QUEIROZ; FLÁVIO KEIDI MIYAZAWA. COMPARING A STATIC EQUILIBRIUM BASED METHOD WITH THE SUPPORT FACTOR FOR HORIZONTAL CARGO STABILITY IN THE CONTAINER LOADING PROBLEM. Pesquisa Operacional, v. 41, . (17/11831-1, 16/01860-1, 15/11937-9)
CHEN, THIAGO DONG; DE OLIVEIRA, GABRIEL BIANCHIN; DIAS, ZANONI; ROCHA, AP; STEELS, L; VANDENHERIK, J. Ensemble of Patches for COVID-19 X-Ray Image Classification. ICAART: PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE - VOL 3, v. N/A, p. 7-pg., . (15/11937-9, 17/12646-3)
BOTLER, FABIO; JIMENEZ, ANDREA; SAMBINELLI, MAYCON; WAKABAYASHI, YOSHIKO; FERREIRA, CE; LEE, O; MIYAZAWA, FK. The 2-Decomposition Conjecture for a new class of graphs. PROCEEDINGS OF THE XI LATIN AND AMERICAN ALGORITHMS, GRAPHS AND OPTIMIZATION SYMPOSIUM, v. 195, p. 9-pg., . (15/11937-9, 19/13364-7, 17/23623-4)
MARFURT ALARCON, MIGUEL ANGEL; CHAVES PEDROSA, LEHILTON LELIS. Improved approximation for the capacitated inventory access point problem. OPERATIONS RESEARCH LETTERS, v. 49, n. 6, p. 874-876, . (15/11937-9)
SAMUEL L. AZORLI; LUIS A. A. MEIRA. NEW MULTI-OBJECTIVE VRP INSTANCES MODELLING MAIL DELIVERIES FOR RIO CLARO CITY, SÃO PAULO, BRAZIL. Pesquisa Operacional, v. 42, . (15/11937-9)
ALEXANDRINO, ALEXSANDRO OLIVEIRA; BRITO, KLAIRTON LIMA; OLIVEIRA, ANDRE RODRIGUES; DIAS, ULISSES; DIAS, ZANONI; SCHERER, NM; DEMELO-MINARDI, RC. A 1.375-Approximation Algorithm for Sorting by Transpositions with Faster Running Time. ADVANCES IN BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, BSB 2022, v. 13523, p. 11-pg., . (19/27331-3, 15/11937-9, 13/08293-7)
ALEXANDRINO, ALEXSANDRO OLIVEIRA; OLIVEIRA, ANDRE RODRIGUES; JEAN, GERALDINE; FERTIN, GUILLAUME; DIAS, ULISSES; DIAS, ZANONI; BANSAL, MS; CAI, Z; MANGUL, S. Transposition Distance Considering Intergenic Regions for Unbalanced Genomes. BIOINFORMATICS RESEARCH AND APPLICATIONS, ISBRA 2022, v. 13760, p. 14-pg., . (19/27331-3, 15/11937-9, 13/08293-7)
BENEDITO, MARCELO P. L.; PEDROSA, LEHILTON L. C.; FERREIRA, CE; LEE, O; MIYAZAWA, FK. An efficient parameterized approximation scheme for the Star k-Hub Center. PROCEEDINGS OF THE XI LATIN AND AMERICAN ALGORITHMS, GRAPHS AND OPTIMIZATION SYMPOSIUM, v. 195, p. 10-pg., . (15/11937-9, 19/10400-2)
BRITO, KLAIRTON LIMA; OLIVEIRA, ANDRE RODRIGUES; ALEXANDRINO, ALEXSANDRO OLIVEIRA; DIAS, ULISSES; DIAS, ZANONI; FERREIRA, CE; LEE, O; MIYAZAWA, FK. Reversal and Transposition Distance of Genomes Considering Flexible Intergenic Regions. PROCEEDINGS OF THE XI LATIN AND AMERICAN ALGORITHMS, GRAPHS AND OPTIMIZATION SYMPOSIUM, v. 195, p. 9-pg., . (17/12646-3, 19/27331-3, 15/11937-9, 13/08293-7)
BENEDITO, MARCELO P. L.; PEDROSA, LEHILTON L. C.; ROSADO, HUGO K. K.; FERREIRA, CE; LEE, O; MIYAZAWA, FK. On the Inapproximability of the Cable-Trench Problem. PROCEEDINGS OF THE XI LATIN AND AMERICAN ALGORITHMS, GRAPHS AND OPTIMIZATION SYMPOSIUM, v. 195, p. 10-pg., . (15/11937-9, 19/10400-2)
BOTLER, FABIO; COLUCCI, LUCAS; KOHAYAKAWA, YOSHIHARU. The mod k chromatic index of random graphs. JOURNAL OF GRAPH THEORY, v. 103, n. 4, p. 13-pg., . (18/04876-1, 20/08252-2, 15/11937-9, 19/13364-7)
MAZIERO, LUCAS PORTO; USBERTI, FABIO LUIZ; CAVELLUCCI, CELSO. Branch-and-cut algorithms for the covering salesman problem. RAIRO-OPERATIONS RESEARCH, v. 57, n. 3, p. 18-pg., . (15/11937-9)
BRITO, KLAIRTON LIMA; OLIVEIRA, ANDRE RODRIGUES; ALEXANDRINO, ALEXSANDRO OLIVEIRA; DIAS, ULISSES; DIAS, ZANONI; JIN, L; DURAND, D. A New Approach for the Reversal Distance with Indels and Moves in Intergenic Regions. COMPARATIVE GENOMICS (RECOMB-CG 2022), v. 13234, p. 16-pg., . (19/27331-3, 13/08293-7, 15/11937-9)
OLIVEIRA, ANDRE RODRIGUES; ALEXANDRINO, ALEXSANDRO OLIVEIRA; JEAN, GERALDINE; FERTIN, GUILLAUME; DIAS, ULISSES; DIAS, ZANONI. Approximation algorithms for sorting by k-cuts on signed permutations. JOURNAL OF COMBINATORIAL OPTIMIZATION, v. 45, n. 1, p. 30-pg., . (19/27331-3, 13/08293-7, 15/11937-9)
GOMEZ, RENZO; WAKABAYASHI, YOSHIKO. Nontrivial path covers of graphs: existence, minimization and maximization. JOURNAL OF COMBINATORIAL OPTIMIZATION, v. 39, n. 2, p. 437-456, . (15/11937-9)
MIRANDA, GUILHERME HENRIQUE SANTOS; ALEXANDRINO, ALEXSANDRO OLIVEIRA; LINTZMAYER, CARLA NEGRI; DIAS, ZANONI. Approximation Algorithms for Sorting lambda-Permutations by lambda-Operations. ALGORITHMS, v. 14, n. 6, . (13/08293-7, 15/11937-9, 17/16871-1, 17/12646-3, 17/16246-0)
IORI, MANUEL; DE LIMA, VINICIUS L.; MARTELLO, SILVANO; MIYAZAWA, FLAVIO K.; MONACI, MICHELE. Exact solution techniques for two-dimensional cutting and packing. European Journal of Operational Research, v. 289, n. 2, p. 399-415, . (18/19217-3, 15/11937-9, 19/12728-5, 16/01860-1, 16/23552-7)
BRITO, KLAIRTON LIMA; JEAN, GERALDINE; FERTIN, GUILLAUME; OLIVEIRA, ANDRE RODRIGUES; DIAS, ULISSES; DIAS, ZANONI. Sorting by Genome Rearrangements on Both Gene Order and Intergenic Sizes. JOURNAL OF COMPUTATIONAL BIOLOGY, v. 27, n. 2, . (17/12646-3, 17/16246-0, 15/11937-9)
ALEXANDRINO, ALEXSANDRO OLIVEIRA; OLIVEIRA, ANDRE RODRIGUES; DIAS, ULISSES; DIAS, ZANONI. On the Complexity of Some Variations of Sorting by Transpositions. JOURNAL OF UNIVERSAL COMPUTER SCIENCE, v. 26, n. 9, p. 1076-1094, . (13/08293-7, 15/11937-9, 19/27331-3, 17/12646-3)
RICHTER, R. BRUCE; SILVA, ANDRE C.; LEE, ORLANDO. Bounding the Number of Non-duplicates of the q-Side in Simple Drawings of K-p,K-q. GRAPHS AND COMBINATORICS, . (15/11937-9, 15/04385-0, 14/14375-9)
FREITAS, LUCAS ISMAILY BEZERRA; LEE, ORLANDO. Some Results on Berge's Conjecture and Begin-End Conjecture. GRAPHS AND COMBINATORICS, v. 38, n. 4, p. 23-pg., . (15/11937-9)
SAMBINELLI, M.; NUNES DA SILVA, C.; LEE, O.. alpha-Diperfect digraphs. DISCRETE MATHEMATICS, v. 345, n. 5, p. 12-pg., . (15/11937-9, 17/23623-4)
VARGAS MUNOZ, JAVIER A.; DIAS, ZANONI; TORRES, RICARDO DA SILVA. A genetic programming approach for searching on nearest neighbors graphs. MULTIMEDIA TOOLS AND APPLICATIONS, v. 81, n. 16, p. 24-pg., . (14/12236-1, 17/20945-0, 13/50155-0, 13/50169-1, 17/12646-3, 15/11937-9, 16/50250-1, 15/24494-8, 17/16246-0, 14/50715-9)
MULATI, MAURO HENRIQUE; FUKASAWA, RICARDO; MIYAZAWA, FLAVIO KEIDI. The Arc-Item-Load and Related Formulations for the Cumulative Vehicle Routing Problem. DISCRETE OPTIMIZATION, v. 45, p. 25-pg., . (15/11937-9, 16/01860-1)
SCHWARZSTEIN, LEONARDO Y.; SCHOUERY, RAFAEL C. S.. Budget-balanced and strategy-proof auctions for ridesharing. Computers & Operations Research, v. 151, p. 14-pg., . (15/11937-9)
DADALTO, ARTHUR PRATTI; USBERTI, FABIO LUIZ; SAN FELICE, MARIO CESAR. Exact approaches for the Minimum Subgraph Diameter Problem. Computers & Operations Research, v. 150, p. 10-pg., . (15/11937-9, 17/11382-2)
SILVA, ANDRE C.; ARROYO, ALAN; RICHTER, R. BRUCE; LEE, ORLANDO. Graphs with at most one crossing. DISCRETE MATHEMATICS, v. 342, n. 11, p. 3201-3207, . (14/14375-9, 15/04385-0, 15/11937-9)
BENEDITO, MARCELO P. L.; PEDROSA, LEHILTON L. C.. Approximation algorithms for Median Hub Location Problems. JOURNAL OF COMBINATORIAL OPTIMIZATION, v. 38, n. 2, p. 375-401, . (16/12006-1, 15/11937-9)
QUEIROZ, THIAGO A.; BRACHT, EVANDRO C.; MIYAZAWA, FLAVIO K.; BITTENCOURT, MARCO L.. An extension of Queiroz and Miyazawa's method for vertical stability in two-dimensional packing problems to deal with horizontal stability. ENGINEERING OPTIMIZATION, v. 51, n. 6, p. 1049-1070, . (16/23552-7, 16/01860-1, 15/11937-9)
FERNANDES, CRISTINA G.; FERREIRA, CARLOS E.; MIYAZAWA, FLAVIO K.; WAKABAYASHI, YOSHIKO. Prices of Anarchy of Selfish 2D Bin Packing Games. INTERNATIONAL JOURNAL OF FOUNDATIONS OF COMPUTER SCIENCE, v. 30, n. 3, p. 355-374, . (13/03447-6, 16/23552-7, 16/01860-1, 15/11937-9)
SANTOS MIRANDA, GUILHERME HENRIQUE; LINTZMAYER, CARLA NEGRI; DIAS, ZANONI. Sorting Permutations by lambda-Operations. JOURNAL OF UNIVERSAL COMPUTER SCIENCE, v. 25, n. 2, p. 98-121, . (17/12646-3, 13/08293-7, 15/11937-9, 16/14132-4)
LINTZMAYER, CARLA NEGRI; FERTIN, GUILLAUME; DIAS, ZANONI. Sorting permutations by prefix and suffix rearrangements. JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, v. 15, n. 1, . (13/08293-7, 14/20738-7, 15/11937-9, 14/19401-8, 16/14132-4, 13/01172-0)
ALEXANDRINO, ALEXSANDRO OLIVEIRA; MIRANDA, GUILHERME HENRIQUE SANTOS; LINTZMAYER, CARLA NEGRI; DIAS, ZANONI. Length-weighted lambda-rearrangement distance. JOURNAL OF COMBINATORIAL OPTIMIZATION, v. 41, n. 3, p. 579-602, . (17/16246-0, 15/11937-9, 17/12646-3)
OLIVEIRA, ANDRE RODRIGUES; ALEXANDRINO, ALEXSANDRO OLIVEIRA; JEAN, GERALDINE; FERTIN, GUILLAUME; DIAS, ULISSES; DIAS, ZANONI; JIN, L; DURAND, D. Sorting by k-Cuts on Signed Permutations. COMPARATIVE GENOMICS (RECOMB-CG 2022), v. 13234, p. 16-pg., . (19/27331-3, 15/11937-9, 13/08293-7)
TEIXEIRA, VINICIUS; BRAZ, LEODECIO; PEDRINI, HELIO; DIAS, ZANONI; PAIVA, AC; CONCI, A; BRAZ, G; ALMEIDA, JDS; FERNANDES, LAF. DuaLAnet: Dual Lesion Attention Network for Thoracic Disease Classification in Chest X-Rays. PROCEEDINGS OF THE 2020 INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING (IWSSIP), 27TH EDITION, v. N/A, p. 6-pg., . (17/16246-0, 19/20875-8, 17/12646-3, 15/11937-9)
CURCIO, EDUARDO; DE LIMA, VINICIUS L.; MIYAZAWA, FLAVIO K.; SILVA, ELSA; AMORIM, PEDRO. The integrated lot-sizing and cutting stock problem under demand uncertainty. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, v. N/A, p. 27-pg., . (15/11937-9, 18/08879-5, 17/11831-1)
DE OLIVEIRA, GABRIEL BIANCHIN; PEDRINI, HELIO; DIAS, ZANONI; IEEE. Fusion of BLAST and Ensemble of Classifiers for Protein Secondary Structure Prediction. 2020 33RD SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI 2020), v. N/A, p. 8-pg., . (17/12646-3, 19/20875-8, 15/11937-9, 17/16246-0)
OLIVEIRA, GABRIEL; DAVID, LUCAS; PADILHA, RAFAEL; DA SILVA, ANA PAULA; DE PAULA, FRANCINE; INFANTE, LUCAS; JORGE, LUCIO; XAVIER, PATRICIA; DIAS, ZANONI; ROCHA, AP; et al. Bias Assessment in Medical Imaging Analysis: A Case Study on Retinal OCT Image Classification. ICAART: PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE - VOL 3, v. N/A, p. 7-pg., . (17/12646-3, 15/11937-9, 17/21957-2)
DE OLIVEIRA, GABRIEL BIANCHIN; PEDRINI, HELIO; DIAS, ZANONI; XAVIER-JUNIOR, JC; RIOS, RA. Protein Molecular Function Annotation Based on Transformer Embeddings. INTELLIGENT SYSTEMS, PT II, v. 13654, p. 11-pg., . (17/12646-3, 19/20875-8, 15/11937-9, 17/16246-0)
PINHEIRO, PEDRO OLIMPIO; ALEXANDRINO, ALEXSANDRO OLIVEIRA; OLIVEIRA, ANDRE RODRIGUES; DE SOUZA, CID CARVALHO; DIAS, ZANONI; SETUBAL, JC; SILVA, WM. Heuristics for Breakpoint Graph Decomposition with Applications in Genome Rearrangement Problems. ADVANCES IN BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, BSB 2020, v. 12558, p. 12-pg., . (19/25410-3, 13/08293-7, 19/27331-3, 17/12646-3, 15/11937-9)
DA SILVA, FRANCISCO J. M.; MIYAZAWA, FLAVIO K.; ROMERO, IEREMIES V. F.; SCHOUERY, RAFAEL C. S.. Tight bounds for the price of anarchy and stability in sequential transportation games. JOURNAL OF COMBINATORIAL OPTIMIZATION, v. 46, n. 2, p. 20-pg., . (17/05223-9, 15/11937-9, 16/01860-1)
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RODRIGUES, FELIX CARVALHO; XAVIER, EDUARDO C.; SCHAFER, GUIDO. On Fair Cost Facility Location Games with Non-singleton Players. ELECTRONIC NOTES IN THEORETICAL COMPUTER SCIENCE, v. 342, p. 18-pg., . (15/11937-9, 16/23552-7)
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