Déjà vu: coerência temporal, espacial e de caracterização de dados heterogêneos para análise e interpretação de integridade

• Processo: 17/12646-3
• Modalidade de apoio: Auxílio à Pesquisa - Temático
• Data de Início da vigência: 01 de dezembro de 2017
• Data de Término da vigência: 30 de novembro de 2023
• Área do conhecimento: Ciências Exatas e da Terra - Ciência da Computação - Metodologia e Técnicas da Computação
• Pesquisador responsável: Anderson de Rezende Rocha
• Beneficiário: Anderson de Rezende Rocha
• Instituição Sede: Instituto de Computação (IC). Universidade Estadual de Campinas (UNICAMP). Campinas , SP, Brasil
• Município da Instituição Sede: Campinas
• Pesquisadores principais: Hélio Pedrini
• Pesquisadores associados: Adam Maciej Czajka ; Alexandre Mello Ferreira ; André Carlos Ponce de Leon Ferreira de Carvalho ; Eduardo Alves Do Valle Junior ; Edward John Delp Iii ; Fernanda Alcântara Andaló ; Gerberth Adín Ramírez Rivera ; Jacques Wainer ; Kevin Wilson Bowyer ; Kot Chi Chung Alex ; Lin Tzy Li ; Marcos André Gonçalves ; Paolo Bestagini ; Patrick Joseph Flynn ; Sandra Eliza Fontes de Avila ; Stefano Tubaro ; Walter Jerome Scheirer ; William Robson Schwartz ; Zanoni Dias
• Bolsa(s) vinculada(s): 22/12201-0 - Detecção de realidades sintéticas, BE.PQ; 19/26283-5 - Aprendendo pistas visuais da passagem do tempo, BP.PD; 20/02211-2 - Filtragem e análise de proveniência, BP.DD; + mais bolsas vinculadas 20/02241-9 - Reconhecimento de padrões e detecção de subeventos de destaque em dados de fontes heterogêneas, BP.DD; 19/04053-8 - Reconstrução de eventos a partir de dados visuais heterogêneos, BP.DR; 19/15825-1 - Mineração de pessoas, objetos e lugares de interesse em fontes heterogêneas de dados, BP.DD; 18/16214-3 - Análise de dados heterogêneos para detecção de eventos, BP.MS; 18/15864-4 - Integridade Científica - Análise de Fraudes em Imagens de Artigos Científicos, BP.IC; 18/18264-8 - Monitoramento de Eventos em Redes Sociais para Coleta e Análise de Informações e Sicronização Temporal, BP.IC; 18/16548-9 - Aprendendo pistas visuais da passagem do tempo, BP.PD; 18/10204-6 - Combatendo Notícias Falsas Através da Atribuição de Autoria e da Análise de Filogenia, BP.DR; 17/21957-2 - Encontrando Evidências Visuais da Passagem do Tempo, BP.DR; 18/05668-3 - Coerência espaço-temporal e de características a partir de dados heterogêneos, BP.PD - menos bolsas vinculadas
• Assunto(s): Ciências forenses Metodologia e técnicas de computação Mineração de dados Análise de dados Fontes de informação Análise espaço-temporal Espaço-tempo Ordenação e busca
• Palavra(s)-Chave do Pesquisador: Digital Forensics | Event Interpretation | Feature-Space-Time Coherence | Media Integrity Analytics | Space-Time Event Synchronization | X-Coherence | Computação Forense

Resumo

Neste projeto de pesquisa, objetivamos desenvolver metodologias computacionais capazes de sincronizar eventos específicos no espaço e no tempo (X-coherence), checar fatos quanto à sua veracidade e padrão de espalhamento, e buscar conteúdos específicos de interesse a partir de fontes diversas e heterogêneas, incluindo - mas não limitado a - internet, redes sociais e imagens de vigilância. Para isso, iremos explorar fontes heterogêneas de informação buscando sincronizar informações textuais e visuais em torno da posição de um evento ou objeto de interesse, bem como ordená-los espacial e temporalmente de modo a permitir uma melhor compreensão sobre o que aconteceu antes, durante e logo após o dito evento. Após a organização automática das informações obtidas e do entendimento da ordem dos fatos, objetivamos desenvolver soluções para mineração (busca) de pessoas, objetos e lugares de interesse para possíveis análises de busca de suspeitos, verificação de fatos ou até mesmo para entender a natureza do ocorrido. A partir da exploração das possíveis conexões existentes entre diferentes tipos de informação, buscaremos desenvolver ferramentas de análise de integridade de mídia para verificar possíveis falsificações existentes nos dados, detectar conteúdo sensível (por exemplo, conteúdo violento, pornografia infantil) e inferir os padrões de espalhamento de objetos digitais multimídia online. Com a sofisticação dos crimes digitais e ameaças terroristas cada vez mais presentes em nosso dia-a-dia, bem como o advento e propagação de notícias falsas nos mais variados meios, buscamos ser capazes de utilizar as soluções desenvolvidas para nos ajudar a responder às quatro questões mais importantes nas Ciências Forenses em relação a um evento de interesse: "quem participou", "em quais circunstâncias", "por quê" e "como foi tal participação", identificando as principais características e circunstâncias em que ocorreu o evento em questão. (AU)

Publicações científicas

(169)

(As publicações científicas contidas nesta página são originárias da Web of Science ou da SciELO, cujos autores mencionaram números dos processos FAPESP concedidos a Pesquisadores Responsáveis e Beneficiários, sejam ou não autores das publicações. Sua coleta é automática e realizada diretamente naquelas bases bibliométricas)

ALEXANDRINO, ALEXSANDRO OLIVEIRA; OLIVEIRA, ANDRE RODRIGUES; DIAS, ULISSES; DIAS, ZANONI. . JOURNAL OF UNIVERSAL COMPUTER SCIENCE, v. 26, n. 9, p. 1076-1094, 2020. (13/08293-7, 15/11937-9, 19/27331-3, 17/12646-3)

CAMPANA, JOSE LUIS FLORES; DECKER, LUIS GUSTAVO LORGUS; ROBERTO E SOUZA, MARCOS; MAIA, HELENA DE ALMEIDA; PEDRINI, HELIO; DECARVALHO, BM; GONCALVES, LMG. . 2022 35TH SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI 2022), v. N/A, p. 6-pg., 2022-01-01. (17/12646-3)

SIQUEIRA, GABRIEL; ALEXANDRINO, ALEXSANDRO OLIVEIRA; DIAS, ZANONI. . JOURNAL OF COMBINATORIAL OPTIMIZATION, v. 46, n. 2, p. 36-pg., 2023-09-01. (21/13824-8, 13/08293-7, 17/12646-3, 15/11937-9)

AMORIM, PAULO; MORAES, THIAGO; SILVA, JORGE; PEDRINI, HELIO; TREMEAU, A; IMAI, F; BRAZ, J. . VISAPP: PROCEEDINGS OF THE 13TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS - VOL 4: VISAPP, v. N/A, p. 8-pg., 2018-01-01. (17/12646-3, 14/12236-1, 13/07559-3)

DE OLIVEIRA, GABRIEL BIANCHIN; PEDRINI, HELIO; DIAS, ZANONI; IEEE. . 2020 33RD SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI 2020), v. N/A, p. 8-pg., 2020-01-01. (17/12646-3, 19/20875-8, 15/11937-9, 17/16246-0)

LAVI, BAHRAM; NASCIMENTO, JOSE; ROCHA, ANDERSON; IEEE. . 2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021), v. N/A, p. 5-pg., 2021-01-01. (17/12646-3, 20/02241-9, 18/05668-3)

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. . ICAART: PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE - VOL 3, v. N/A, p. 7-pg., 2022-01-01. (17/12646-3, 15/11937-9, 17/21957-2)

SCHWARZ, STEPHANE; THEOPHILO, ANTONTO; ROCHA, ANDERSON; IEEE. . 2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, v. N/A, p. 5-pg., 2020-01-01. (18/10204-6, 17/12646-3)

DE OLIVEIRA, GABRIEL BIANCHIN; PEDRINI, HELIO; DIAS, ZANONI; XAVIER-JUNIOR, JC; RIOS, RA. . INTELLIGENT SYSTEMS, PT II, v. 13654, p. 11-pg., 2022-01-01. (17/12646-3, 19/20875-8, 15/11937-9, 17/16246-0)

BHARATI, APARNA; MOREIRA, DANIEL; BROGAN, JOEL; HALE, PATRICIA; BOWYER, KEVIN W.; FLYNN, PATRICK J.; ROCHA, ANDERSON; SCHEIRER, WALTER J.; IEEE. . 2019 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV), v. N/A, p. 11-pg., 2019-01-01. (17/12646-3)

PINHEIRO, PEDRO OLIMPIO; ALEXANDRINO, ALEXSANDRO OLIVEIRA; OLIVEIRA, ANDRE RODRIGUES; DE SOUZA, CID CARVALHO; DIAS, ZANONI; SETUBAL, JC; SILVA, WM. . ADVANCES IN BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, BSB 2020, v. 12558, p. 12-pg., 2020-01-01. (19/25410-3, 13/08293-7, 19/27331-3, 17/12646-3, 15/11937-9)

XIMENES, ELIAS; PEDRINI, HELIO; IEEE. . 2019 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), v. N/A, p. 6-pg., 2019-01-01. (17/12646-3)

MENDOZA, JULIO; PEDRINI, HELIO; FARINELLA, GM; RADEVA, P; BRAZ, J. . VISAPP: PROCEEDINGS OF THE 15TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS, VOL 4: VISAPP, v. N/A, p. 8-pg., 2020-01-01. (17/12646-3, 18/00031-7)

BRITO, ANDRE DE SOUZA; VIEIRA, MARCELO BERNARDES; VILLELA, SAULO MORAES; TACON, HEMERSON; CHAVES, HUGO DE LIMA; MAIA, HELENA DE ALMEIDA; CONCHA, DARWIN TTITO; PEDRINI, HELIO. . JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 77, MAY 2021. (17/09160-1, 17/12646-3)

FOLEGO, GUILHERME; WEILER, MARINA; CASSEB, RAPHAEL F.; PIRES, RAMON; ROCHA, ANDERSON; I, ALZHEIMER'S DIS NEUROIMAGING; LIF, AUSTRALIAN IMAGING BIOMARKERS. . FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, v. 8, OCT 30 2020. (17/12646-3)

CORNEJO, JADISHA YARIF RAMIREZ; PEDRINI, HELIO; IEEE. . 2019 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), v. N/A, p. 7-pg., 2019-01-01. (17/12646-3)

TACON, HEMERSON; BRITO, ANDRE S.; CHAVES, HUGO L.; VIEIRA, MARCELO BERNARDES; VILLELA, SAULO MORAES; MAIA, HELENA DE ALMEIDA; CONCHA, DARWIN TTITO; PEDRINI, HELIO; MISRA, S; GERVASI, O; et al. . COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2019, PT I, v. 11619, p. 16-pg., 2019-01-01. (17/09160-1, 17/12646-3)

CHAVES, HUGO DE LIMA; RIBEIRO, KEVYN SWHANTS; BRITO, ANDRE DE SOUZA; TACON, HEMERSON; VIEIRA, MARCELO BERNARDES; CERQUEIRA, AUGUSTO SANTIAGO; VILLELA, SAULO MORAES; MAIA, HELENA DE ALMEIDA; CONCHA, DARWIN TTITO; PEDRINI, HELIO; et al. . VISAPP: PROCEEDINGS OF THE 15TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS, VOL 4: VISAPP, v. N/A, p. 10-pg., 2020-01-01. (17/09160-1, 17/12646-3)

ALBARRACIN, JUAN F. H.; OLIVEIRA, RAFAEL S.; HIROTA, MARINA; DOS SANTOS, JEFERSSON A.; TORRES, RICARDO DA S.. . REMOTE SENSING, v. 12, n. 14, JUL 2020. (15/02105-0, 14/50715-9, 13/50169-1, 16/08085-3, 14/12236-1, 17/12646-3, 16/26170-8, 13/50155-0, 18/06918-3)

ROBERTO E SOUZA, MARCOS; MAIA, HELENA DE ALMEIDA; VIEIRA, MARCELO BERNARDES; PEDRINI, HELIO. . Neurocomputing, v. 402, p. 409-422, AUG 18 2020. (17/12646-3, 17/09160-1)

MOREIRA, DANIEL; AVILA, SANDRA; PEREZ, MAURICIO; MORAES, DANIEL; TESTONI, VANESSA; VALLE, EDUARDO; GOLDENSTEIN, SIOME; ROCHA, ANDERSON. . Information Fusion, v. 45, p. 307-323, JAN 2019. (17/12646-3)

NAVARRO, LUIZ C.; NAVARRO, ALEXANDRE K. W.; GREGIO, ANDRE; ROCHA, ANDERSON; DAHAB, RICARDO. . COMPUTERS & SECURITY, v. 78, p. 429-453, SEP 2018. (17/12646-3)

MIRANDA, GUILHERME HENRIQUE SANTOS; ALEXANDRINO, ALEXSANDRO OLIVEIRA; LINTZMAYER, CARLA NEGRI; DIAS, ZANONI. . ALGORITHMS, v. 14, n. 6, JUN 2021. (13/08293-7, 15/11937-9, 17/16871-1, 17/12646-3, 17/16246-0)

VERDE, SEBASTIANO; RESEK, THIAGO; MILANI, SIMONE; ROCHA, ANDERSON. . IEEE SIGNAL PROCESSING LETTERS, v. 27, p. 1490-1494, 2020. (17/12646-3)

LAYZA, JAIME ROCCA; PEDRINI, HELIO; TORRES, RICARDO DA SILVA; IEEE. . 2020 33RD SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI 2020), v. N/A, p. 8-pg., 2020-01-01. (17/12646-3)

THEOPHILO, ANTONIO; PEREIRA, LUIS A. M.; ROCHA, ANDERSON; IEEE. . 2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), v. N/A, p. 5-pg., 2019-01-01. (17/12646-3, 18/10204-6)

CIRNE, MARCOS; ANDALO, FERNANDA; DIAS, RAFAEL; RESEK, THIAGO; BERTOCCO, GABRIEL; TORRES, RICARDO DA S.; ROCHA, ANDERSON; IEEE. . 2019 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), v. N/A, p. 5-pg., 2019-01-01. (13/50155-0, 14/12236-1, 17/12646-3, 16/50250-1, 15/24494-8, 14/50715-9, 17/20945-0)

ROBERTO E SOUZA, MARCOS; PEDRINI, HELIO. . VISUAL COMPUTER, v. 35, n. 12, p. 1769-1781, DEC 2019. (17/12646-3, 14/12236-1)

MOREIRA, THIERRY PINHEIRO; MENOTTI, DAVID; PEDRINI, HELIO. . JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 71, p. 14-pg., 2020-08-01. (17/12646-3, 14/12236-1, 15/03156-7)

DANTAS, ANA PAULA S.; DE SOUZA, CID C.; DIAS, ZANONI. . International Transactions in Operational Research, v. 29, n. 3, p. 1454-1478, MAY 2022. (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. . IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, v. 18, n. 6, p. 2080-2093, NOV 1 2021. (19/27331-3, 13/08293-7, 17/12646-3, 15/11937-9)

OLIVEIRA, ANDRE RODRIGUES; JEAN, GERALDINE; FERTIN, GUILLAUME; BRITO, KLAIRTON LIMA; BULTEAU, LAURENT; DIAS, ULISSES; DIAS, ZANONI. . IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, v. 18, n. 6, p. 2870-2876, NOV 1 2021. (13/08293-7, 19/27331-3, 17/16246-0, 17/12646-3)

PINTO, ALLAN; GOLDENSTEIN, SIOME; FERREIRA, ALEXANDRE; CARVALHO, TIAGO; PEDRINI, HELIO; ROCHA, ANDERSON. . IEEE Transactions on Information Forensics and Security, v. 15, p. 3347-3358, 2020. (17/12646-3, 19/16253-1, 17/12631-6)

BRITO, KLAIRTON LIMA; OLIVEIRA, ANDRE RODRIGUES; ALEXANDRINO, ALEXSANDRO OLIVEIRA; DIAS, ULISSES; DIAS, ZANONI; FERREIRA, CE; LEE, O; MIYAZAWA, FK. . PROCEEDINGS OF THE XI LATIN AND AMERICAN ALGORITHMS, GRAPHS AND OPTIMIZATION SYMPOSIUM, v. 195, p. 9-pg., 2021-01-01. (17/12646-3, 19/27331-3, 15/11937-9, 13/08293-7)

KUEHLKAMP, ANDREY; PINTO, ALLAN; ROCHA, ANDERSON; BOWYER, KEVIN W.; CZAJKA, ADAM. . IEEE Transactions on Information Forensics and Security, v. 14, n. 6, p. 1419-1431, JUN 2019. (17/12646-3)

DE REZENDE, EDMAR R. S.; RUPPERT, GUILHERME C. S.; THEOPHILO, ANTONIO; TOKUDA, ERIC K.; CARVALHO, TIAGO. . SIGNAL PROCESSING-IMAGE COMMUNICATION, v. 66, p. 113-126, AUG 2018. (17/12631-6, 17/12646-3)

MENINI, NATHALIA; ALMEIDA, ALEXANDRE E.; LAMPARELLI, RUBENS; LE MAIRE, GUERRIC; DOS SANTOS, JEFERSSON A.; PEDRINI, HELIO; HIROTA, MARINA; TORRES, RICARDO DA S.. . IEEE Geoscience and Remote Sensing Letters, v. 16, n. 2, p. 320-324, FEB 2019. (14/50715-9, 16/26170-8, 18/06918-3, 13/50155-0, 14/12236-1, 15/02105-0, 17/12646-3, 13/50169-1)

SANTOS MIRANDA, GUILHERME HENRIQUE; LINTZMAYER, CARLA NEGRI; DIAS, ZANONI. . JOURNAL OF UNIVERSAL COMPUTER SCIENCE, v. 25, n. 2, p. 98-121, 2019. (17/12646-3, 13/08293-7, 15/11937-9, 16/14132-4)

FERREIRA, ALEXANDRE; CARVALHO, TIAGO; ANDALO, FERNANDA; ROCHA, ANDERSON. . Anais da Academia Brasileira de Ciências, v. 91, n. 1, 2019. (17/12646-3, 17/12631-6)

OLIVEIRA, ALBERTO; OAKLEY, ERIC; TORRES, RICARDO DA SILVA; ROCHA, ANDERSON. . JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 60, p. 236-249, APR 2019. (14/50715-9, 16/50250-1, 17/20945-0, 14/12236-1, 17/12646-3, 13/50155-0, 15/24494-8)

SHEN, BINGYU; FORSTALL, CHRISTOPHER W.; ROCHA, ANDERSON DE REZENDE; SCHEIRER, WALTER J.. . IEEE ACCESS, v. 6, p. 41002-41012, 2018. (17/12646-3)

QUISPE, RODOLFO; PEDRINI, HELIO. . Image and Vision Computing, v. 92, DEC 2019. (17/12646-3)

BRITO, KLAIRTON LIMA; JEAN, GERALDINE; FERTIN, GUILLAUME; OLIVEIRA, ANDRE RODRIGUES; DIAS, ULISSES; DIAS, ZANONI. . JOURNAL OF COMPUTATIONAL BIOLOGY, v. 27, n. 2, DEC 2019. (17/12646-3, 17/16246-0, 15/11937-9)

RAIMUNDO, MARCOS M.; DRUMOND, THALITA F.; MARQUES, ALAN CAIO R.; LYRA, CHRISTIANO; ROCHA, ANDERSON; VON ZUBEN, FERNANDO J.. . Neurocomputing, v. 435, p. 307-320, MAY 7 2021. (16/19080-2, 14/11125-1, 14/13533-0, 17/12646-3)

MENDES JUNIOR, PEDRO RIBEIRO; BONDI, LUCA; BESTAGINI, PAOLO; TUBARO, STEFANO; ROCHA, ANDERSON. . IEEE ACCESS, v. 7, p. 180713-180726, 2019. (17/12646-3)

CORDOVA NEIRA, MANUEL ALBERTO; MENDES JUNIOR, PEDRO RIBEIRO; ROCHA, ANDERSON; TORRES, RICARDO DA SILVA. . IEEE ACCESS, v. 6, p. 21242-U24, 2018. (14/50715-9, 17/20945-0, 16/50250-1, 13/50155-0, 15/24494-8, 14/12236-1, 17/12646-3, 13/50169-1)

PEIXOTO, BRUNO M.; LAVI, BAHRAM; DIAS, ZANONI; ROCHA, ANDERSON. . JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 78, JUL 2021. (17/12646-3, 18/05668-3)

BROGAN, JOEL; BHARATI, APARNA; MOREIRA, DANIEL; ROCHA, ANDERSON; BOWYER, KEVIN W.; FLYNN, PATRICK J.; SCHEIRER, WALTER J.. . IEEE Transactions on Image Processing, v. 30, p. 6892-6905, 2021. (17/12646-3)

CARNEIRO, SARAH ALMEIDA; DA SILVA, GABRIEL PELLEGRINO; GUIMARAES, SILVIO JAMIL F.; PEDRINI, HELIO; IEEE. . 2019 32ND SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI), v. N/A, p. 8-pg., 2019-01-01. (17/12646-3, 14/12236-1)

CONCHA, DARWIN TTITO; MAIA, HELENA DE ALMEIDA; PEDRINI, HELIO; TACON, HEMERSON; BRITO, ANDRE DE SOUZA; CHAVES, HUGO DE LIMA; VIEIRA, MARCELO BERNARDES; WANI, MA; KANTARDZIC, M; SAYEDMOUCHAWEH, M; et al. . 2018 17TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA), v. N/A, p. 8-pg., 2018-01-01. (17/09160-1, 17/12646-3)

SOUSA E SANTOS, ANDERSON CARLOS; PEDRINI, HELIO; TREMEAU, A; FARINELLA, GM; BRAZ, J. . PROCEEDINGS OF THE 14TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISAPP), VOL 5, v. N/A, p. 10-pg., 2019-01-01. (17/12646-3)

PADILHA, RAFAEL; ANDALO, FERNANDA A.; LAVI, BAHRAM; PEREIRA, LUIS A. M.; ROCHA, ANDERSON. . PATTERN RECOGNITION LETTERS, v. 147, p. 212-219, JUL 2021. (17/21957-2, 18/16548-9, 18/05668-3, 17/12646-3)

ALEXANDRINO, ALEXSANDRO OLIVEIRA; MIRANDA, GUILHERME HENRIQUE SANTOS; LINTZMAYER, CARLA NEGRI; DIAS, ZANONI. . JOURNAL OF COMBINATORIAL OPTIMIZATION, v. 41, n. 3, p. 579-602, APR 2021. (17/16246-0, 15/11937-9, 17/12646-3)

DELAFIORI, JEANY; NAVARRO, LUIZ CLAUDIO; SICILIANO, RINALDO FOCACCIA; DE MELO, GISELY CARDOSO; BRANDT BUSANELLO, ESTELA NATACHA; NICOLAU, JOSE CARLOS; SALES, GEOVANA MANZAN; DE OLIVEIRA, ARTHUR NOIN; ALMEIDA VAL, FERNANDO FONSECA; DE OLIVEIRA, DIOGO NOIN; et al. . Analytical Chemistry, v. 93, n. 4, p. 2471-2479, FEB 2 2021. (20/04705-2, 20/05369-6, 18/10052-1, 19/05718-3, 17/12646-3)

PADILHA, RAFAEL; SALEM, TAWFIQ; WORKMAN, SCOTT; ANDALO, FERNANDA A.; ROCHA, ANDERSON; JACOBS, NATHAN. . IEEE Transactions on Information Forensics and Security, v. 17, p. 12-pg., 2022-01-01. (17/21957-2, 19/15822-2, 17/12646-3)

RODRIGUES, CAROLINE MAZINI; SORIANO-VARGAS, AUREA; LAVI, BAHRAM; ROCHA, ANDERSON; DIAS, ZANONI. . IEEE Transactions on Information Forensics and Security, v. 16, p. 2957-2972, 2021. (18/16548-9, 18/16214-3, 17/16246-0, 15/11937-9, 18/05668-3, 13/08293-7, 17/12646-3, 17/16871-1)

QUISPE, RODOLFO; LAN, CUILING; ZENG, WENJUN; PEDRINI, HELIO. . Neurocomputing, v. 465, p. 84-92, NOV 20 2021. (17/12646-3)

COTRIM, ANDERSON NOGUEIRA; PEDRINI, HELIO; REFORMAT, M; ZHANG, D; BOURBAKIS, N. . 2022 IEEE 34TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, ICTAI, v. N/A, p. 8-pg., 2022-01-01. (17/12646-3)

JORDAO, ARTUR; PEDRINI, HELIO; IEEE COMP SOC. . 2021 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW 2021), v. N/A, p. 11-pg., 2021-01-01. (17/12646-3)

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