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Entree

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
Vigência: 01 de dezembro de 2017 - 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
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
18/18264-8 - Monitoramento de eventos em redes sociais para coleta e análise de informações e sicronização temporal, BP.IC
18/15864-4 - Integridade científica: análise de fraudes em imagens de artigos científicos, BP.IC
18/10204-6 - Combatendo Notícias Falsas Através da Atribuição de Autoria e da Análise de Filogenia, BP.DR
18/16548-9 - Aprendendo pistas visuais da passagem do tempo, BP.PD
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)

Matéria(s) publicada(s) na Revista Pesquisa FAPESP sobre o auxílio::
<em>Deepfake</em> 
Un sistema promete detectar adulteraciones en las imágenes de los artículos científicos 
<em>DEEPFAKE</em> 
Sistema promete detectar adulterações em imagens de artigos científicos 
<em>Deepfakes</em>, o novo estágio tecnológico das notícias falsas 
Discriminatory algorithms 
Algoritmos parciales 
Algoritmos parciais 
Matéria(s) publicada(s) na Agência FAPESP sobre o auxílio:
Matéria(s) publicada(s) em Outras Mídias (0 total):
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VEICULO: TITULO (DATA)
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Publicações científicas (156)
(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)
LI, HAOLIANG; HE, PEISONG; WANG, SHIQI; ROCHA, ANDERSON; JIANG, XINGHAO; KOT, ALEX C.. Learning Generalized Deep Feature Representation for Face Anti-Spoofing. IEEE Transactions on Information Forensics and Security, v. 13, n. 10, p. 2639-2652, . (17/12646-3)
AMORIM, PAULO; MORAES, THIAGO; FAZANARO, DALTON; SILVA, JORGE; PEDRINI, HELIO. Shearlet and contourlet transforms for analysis of electrocardiogram signals. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, v. 161, p. 125-132, . (14/12236-1, 17/12646-3)
SOUZA, MARCOS R.; PEDRINI, HELIO. Digital video stabilization based on adaptive camera trajectory smoothing. EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, . (14/12236-1, 17/12646-3)
VITORINO, PAULO; AVILA, SANDRA; PEREZ, MAURICIO; ROCHA, ANDERSON. Leveraging deep neural networks to fight child pornography in the age of social media. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 50, p. 303-313, . (17/12646-3)
NAVARRO, LUIZ C.; NAVARRO, ALEXANDRE K. W.; ROCHA, ANDERSON; DAHAB, RICARDO. Connecting the dots: Toward accountable machine-learning printer attribution methods. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 53, p. 257-272, . (17/12646-3)
ODIR RODRIGUES MELO, CARLOS FERNANDO; NAVARRO, LUIZ CLAUDIO; DE OLIVEIRA, DIOGO NOIN; GUERREIRO, TATIANE MELINA; LIMA, ESTELA DE OLIVEIRA; DELAFIORI, JEANY; DABAJA, MOHAMED ZIAD; RIBEIRO, MARTA DA SILVA; DE MENEZES, MAICO; MARTINS RODRIGUES, RAFAEL GUSTAVO; et al. A Machine Learning Application Based in Random Forest for Integrating Mass Spectrometry-Based Metabolomic Data: A Simple Screening Method for Patients With Zika Virus. FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, v. 6, . (14/00302-0, 11/50400-0, 15/06809-1, 16/17066-2, 17/12646-3)
MUNOZ, JAVIER VARGAS; GONCALVES, MARCOS A.; DIAS, ZANONI; TORRES, RICARDO DA S.. Hierarchical Clustering-Based Graphs for Large Scale Approximate Nearest Neighbor Search. PATTERN RECOGNITION, v. 96, . (14/50715-9, 16/50250-1, 17/16246-0, 17/20945-0, 14/12236-1, 13/50169-1, 15/11937-9, 17/12646-3, 13/50155-0, 15/24494-8)
ALEXANDRINO, ALEXSANDRO OLIVEIRA; LINTZMAYER, CARLA NEGRI; DIAS, ZANONI. Sorting permutations by fragmentation-weighted operations. JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, v. 18, n. 2, . (17/12646-3, 17/16871-1, 17/16246-0, 15/11937-9)
ROBERTO E SOUZA, MARCOS; PEDRINI, HELIO. Visual rhythms for qualitative evaluation of video stabilization. EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, v. 2020, n. 1, . (14/12236-1, 17/12646-3)
SIQUEIRA, GABRIEL; BRITO, KLAIRTON LIMA; DIAS, ULISSES; DIAS, ZANONI. euristics for Genome Rearrangement Distance With Replicated Gene. IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, v. 18, n. 6, p. 2094-2108, . (17/16246-0, 15/11937-9, 17/12646-3)
VEGA-OLIVEROS, DIDIER A.; ZHAO, LIANG; ROCHA, ANDERSON; BERTON, LILIAN. Link Prediction Based on Stochastic Information Diffusion. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, . (13/07375-0, 18/24260-5, 19/07665-4, 16/23698-1, 15/50122-0, 17/12646-3, 18/01722-3, 19/26283-5)
THEOPHILO, ANTONIO; GIOT, ROMAIN; ROCHA, ANDERSON. Authorship Attribution of Social Media Messages. IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, . (18/10204-6, 17/12646-3)
DANTAS, ANA PAULA S.; DE SOUZA, CID C.; DIAS, ZANONI. A heuristic for the convex recoloring problem in graphs. International Transactions in Operational Research, . (15/11937-9, 17/12646-3, 18/04760-3, 17/16246-0)
OLIVEIRA, ANDRE RODRIGUES; JEAN, GERALDINE; FERTIN, GUILLAUME; BRITO, KLAIRTON LIMA; DIAS, ULISSES; DIAS, ZANONI; MARTINVIDE, C; VEGARODRIGUEZ, MA; WHEELER, T. A 3.5-Approximation Algorithm for Sorting by Intergenic Transpositions. ALGORITHMS FOR COMPUTATIONAL BIOLOGY (ALCOB 2020), v. 12099, p. 13-pg., . (13/08293-7, 17/12646-3, 15/11937-9, 17/16246-0)
PIRES, RAMON; AVILA, SANDRA; WAINER, JACQUES; VALLE, EDUARDO; ABRAMOFF, MICHAEL D.; ROCHA, ANDERSON. A data-driven approach to referable diabetic retinopathy detection. ARTIFICIAL INTELLIGENCE IN MEDICINE, v. 96, p. 14-pg., . (17/12646-3)
PINHEIRO, GIULIANO; CIRNE, MARCOS; BESTAGINI, PAOLO; TUBARO, STEFANO; ROCHA, ANDERSON; IEEE. DETECTION AND SYNCHRONIZATION OF VIDEO SEQUENCES FOR EVENT RECONSTRUCTION. 2019 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), v. N/A, p. 5-pg., . (17/12646-3)
MENDES JUNIOR, PEDRO RIBEIRO; BONDI, LUCA; BESTAGINI, PAOLO; ROCHA, ANDERSON; TUBARO, STEFANO; IEEE. A PRNU-BASED METHOD TO EXPOSE VIDEO DEVICE COMPOSITIONS IN OPEN-SET SETUPS. 2019 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), v. N/A, p. 5-pg., . (17/12646-3)
BOLLIS, EDSON; PEDRINI, HELIO; AVILA, SANDRA; IEEE COMP SOC. Weakly Supervised Learning Guided by Activation Mapping Applied to a Novel Citrus Pest Benchmark. 2020 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW 2020), v. N/A, p. 10-pg., . (13/08293-7, 14/12236-1, 17/12646-3, 17/16246-0)
YANG, JING; VEGA-OLIVEROS, DIDIER; SEIBT, TAIS; ROCHA, ANDERSON; IEEE. EXPLAINABLE FACT-CHECKING THROUGH QUESTION ANSWERING. 2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), v. N/A, p. 5-pg., . (19/26283-5, 17/12646-3, 19/04053-8)
BRAZ, LEODECIO; TEIXEIRA, VINICIUS; PEDRINI, HELIO; DIAS, ZANONI; SETUBAL, JC; SILVA, WM. ImTeNet: Image-Text Classification Network for Abnormality Detection and Automatic Reporting on Musculoskeletal Radiographs. ADVANCES IN BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, BSB 2020, v. 12558, p. 12-pg., . (19/20875-8, 17/12646-3, 15/11937-9, 17/16246-0)
LI, HAOLIANG; WANG, SHIQI; HE, PEISONG; ROCHA, ANDERSON. Face Anti-Spoofing With Deep Neural Network Distillation. IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, v. 14, n. 5, p. 933-946, . (17/12646-3)
PADILHA, RAFAEL; ANDALO, FERNANDA A.; BERTOCCO, GABRIEL; ALMEIDA, WALDIR R.; DIAS, WILLIAM; RESEK, THIAGO; TORRES, RICARDO DA S.; WAINER, JACQUES; ROCHA, ANDERSON. Two-tiered face verification with low-memory footprint for mobile devices. IET BIOMETRICS, v. 9, n. 5, p. 205-215, . (17/12646-3, 17/21957-2)
BOLLIS, EDSON; MAIA, HELENA; PEDRINI, HELIO; AVILA, SANDRA. Weakly supervised attention-based models using activation maps for citrus mite and insect pest classification. COMPUTERS AND ELECTRONICS IN AGRICULTURE, v. 195, p. 11-pg., . (20/09838-0, 13/08293-7, 17/12646-3)
ROBERTO E SOUZA, MARCOS; MAIA, HELENA DE ALMEIDA; SOUZA E SANTOS, ANDERSON CARLOS; VIEIRA, MARCELO BERNARDES; PEDRINI, HELIO. Multi-Script Video Caption Localization Based on Visual Rhythms. APPLIED ARTIFICIAL INTELLIGENCE, v. 36, n. 1, p. 32-pg., . (17/12646-3)
ALEXANDRINO, ALEXSANDRO OLIVEIRA; OLIVEIRA, ANDRE RODRIGUES; DIAS, ULISSES; DIAS, ZANONI. Genome Rearrangement Distance with Reversals, Transpositions, and Indels. JOURNAL OF COMPUTATIONAL BIOLOGY, v. 28, n. 3, p. 235-247, . (17/16246-0, 19/27331-3, 15/11937-9, 17/12646-3)
BHARATI, APARNA; MOREIRA, DANIEL; FLYNN, PATRICK J.; ROCHA, ANDERSON DE REZENDE; BOWYER, KEVIN W.; SCHEIRER, WALTER J.. Transformation-Aware Embeddings for Image Provenance. IEEE Transactions on Information Forensics and Security, v. 16, p. 2493-2507, . (17/12646-3)
ALEXANDRINO, ALEXSANDRO OLIVEIRA; OLIVEIRA, ANDRE RODRIGUES; DIAS, ULISSES; DIAS, ZANONI. Labeled Cycle Graph for Transposition and Indel Distance. JOURNAL OF COMPUTATIONAL BIOLOGY, . (17/12646-3, 13/08293-7, 15/11937-9, 19/27331-3)
SIQUEIRA, GABRIEL; ALEXANDRINO, ALEXSANDRO OLIVEIRA; OLIVEIRA, ANDRE RODRIGUES; DIAS, ZANONI. Approximation algorithm for rearrangement distances considering repeated genes and intergenic regions. Algorithms for Molecular Biology, v. 16, n. 1, . (17/12646-3, 15/11937-9, 13/08293-7, 19/27331-3)
PADILHA, RAFAEL; RODRIGUES, CAROLINE MAZINI; ANDALO, FERNANDA; BERTOCCO, GABRIEL; DIAS, ZANONI; ROCHA, ANDERSON. Forensic Event Analysis: From Seemingly Unrelated Data to Understanding. IEEE SECURITY & PRIVACY, v. 18, n. 6, p. 23-32, . (18/16214-3, 17/21957-2, 17/12646-3)
FERREIRA, ANSELMO; FELIPUSSI, SIOVANI C.; PIRES, RAMON; AVILA, SANDRA; SANTOS, GEISE; LAMBERT, JORGE; HUANG, JIWU; ROCHA, ANDERSON. Eyes in the Skies: A Data-Driven Fusion Approach to Identifying Drug Crops From Remote Sensing Images. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v. 12, n. 12, p. 4773-4786, . (17/12646-3)
OLIVEIRA, ANDRE R.; JEAN, GERALDINE; FERTIN, GUILLAUME; DIAS, ULISSES; DIAS, ZANONI. Super short operations on both gene order and intergenic sizes. Algorithms for Molecular Biology, v. 14, n. 1, . (17/12646-3, 17/16246-0, 13/08293-7, 15/11937-9)
OLIVEIRA, ANDRE RODRIGUES; BRITO, KLAIRTON LIMA; DIAS, ULISSES; DIAS, ZANONI. On the Complexity of Sorting by Reversals and Transpositions Problems. JOURNAL OF COMPUTATIONAL BIOLOGY, v. 26, n. 11, p. 1223-1229, . (13/08293-7, 17/16246-0, 15/11937-9, 17/12646-3)
CARNEIRO, SARAH ALMEIDA; FERZOLI GUIMARAES, SILVIO JAMIL; PEDRINI, HELLO. High-Level Descriptors for Fall Event Detection Supported by a Multi-Stream Network. INTERNATIONAL JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING SYSTEMS, v. 12, n. 1, p. 11-21, . (14/12236-1, 17/12646-3)
BRITO, KLAIRTON L.; OLIVEIRA, ANDRE R.; ALEXANDRINO, ALEXSANDRO O.; DIAS, ULISSES; DIAS, ZANONI. An improved approximation algorithm for the reversal and transposition distance considering gene order and intergenic sizes. Algorithms for Molecular Biology, v. 16, n. 1, . (19/27331-3, 15/11937-9, 17/12646-3, 13/08293-7)
ALEXANDRINO, ALEXSANDRO OLIVEIRA; OLIVEIRA, ANDRE RODRIGUES; DIAS, ULISSES; DIAS, ZANONI. Incorporating intergenic regions into reversal and transposition distances with indels. JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, v. 19, n. 6, SI, . (19/27331-3, 17/12646-3, 13/08293-7, 15/11937-9)
SIQUEIRA, GABRIEL; OLIVEIRA, ANDRE RODRIGUES; ALEXANDRINO, ALEXSANDRO OLIVEIRA; DIAS, ZANONI; STADLER, PF; WALTER, MEMT; HERNANDEZ-ROSALES, M; BRIGIDO, MM. Heuristics for Cycle Packing of Adjacency Graphs for Genomes with Repeated Genes. ADVANCES IN BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, BSB 2021, v. 13063, p. 13-pg., . (19/27331-3, 17/12646-3, 15/11937-9, 13/08293-7)
ANGELONI, MARCUS DE ASSIS; PEREIRA, RODRIGO DE FREITAS; PEDRINI, HELIO; IEEE. Age Estimation From Facial Parts Using Compact Multi-Stream Convolutional Neural Networks. 2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW), v. N/A, p. 7-pg., . (17/12646-3, 14/12236-1)
LEYVA, ROBERTO; SANTOS, GEISE; ROCHA, ANDERSON; SANCHEZ, VICTOR; LI, CHANG-TSUN; IEEE. Accelerometer Dense Trajectories for Activity Recognition and People Identification. 2019 7TH INTERNATIONAL WORKSHOP ON BIOMETRICS AND FORENSICS (IWBF), v. N/A, p. 6-pg., . (17/12646-3)
MORAES, THIAGO; AMORIM, PAULO; DA SILVA, JORGE VICENTE; PEDRINI, HELIO. Medical image interpolation based on 3D Lanczos filtering. COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING-IMAGING AND VISUALIZATION, . (14/12236-1, 17/12646-3)
MENDOZA, JULIO; PEDRINI, HELIO. Detection and classification of lung nodules in chest X-ray images using deep convolutional neural networks. COMPUTATIONAL INTELLIGENCE, v. 36, n. 2, . (14/12236-1, 17/12646-3)
PIRES, RAMON; AVILA, SANDRA; WAINER, JACQUES; VALLE, EDUARDO; ABRAMOFF, MICHAEL D.; ROCHA, ANDERSON. A data-driven approach to referable diabetic retinopathy detection. ARTIFICIAL INTELLIGENCE IN MEDICINE, v. 96, n. SI, p. 93-106, . (17/12646-3)
MORAES, THIAGO; AMORIM, PAULO; DA SILVA, JORGE VICENTE; PEDRINI, HELIO. Medical image interpolation based on 3D Lanczos filtering. COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING-IMAGING AND VISUALIZATION, v. 8, n. 3, p. 294-300, . (17/12646-3, 14/12236-1)
BERTOCCO, GABRIEL C.; ANDALO, FERNANDA; ROCHA, ANDERSON. Unsupervised and Self-Adaptative Techniques for Cross-Domain Person Re-Identification. IEEE Transactions on Information Forensics and Security, v. 16, p. 4419-4434, . (19/15825-1, 17/12646-3)
BRITO, KLAIRTON LIMA; ALEXANDRINO, ALEXSANDRO OLIVEIRA; OLIVEIRA, ANDRE RODRIGUES; DIAS, ULISSES; DIAS, ZANONI. Reversals and transpositions distance with proportion restriction. JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, v. 19, n. 4, . (19/27331-3, 17/12646-3, 17/16246-0, 13/08293-7, 15/11937-9)
SANTOS, GEISE; PISANI, PAULO HENRIQUE; LEYVA, ROBERTO; LI, CHANG-TSUN; TAVARES, TIAGO; ROCHA, ANDERSON. Manifold learning for user profiling and identity verification using motion sensors. PATTERN RECOGNITION, v. 106, . (17/12646-3)
DIAS, ULISSES; OLIVEIRA, ANDRE RODRIGUES; BRITO, KLAIRTON LIMA; DIAS, ZANONI; KOWADA, L; DEOLIVEIRA, D. Block-Interchange Distance Considering Intergenic Regions. ADVANCES IN BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, BSB 2019, v. 11347, p. 12-pg., . (17/12646-3, 15/11937-9, 17/16246-0)
THEOPHILO, ANTONIO; PADILHA, RAFAEL; ANDALO, FERNANDA A.; ROCHA, ANDERSON; IEEE. EXPLAINABLE ARTIFICIAL INTELLIGENCE FOR AUTHORSHIP ATTRIBUTION ON SOCIAL MEDIA. 2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), v. N/A, p. 5-pg., . (17/12646-3, 18/10204-6, 17/21957-2)
BRITO, KLAIRTON LIMA; ALEXANDRINO, ALEXSANDRO OLIVEIRA; OLIVEIRA, ANDRE RODRIGUES; DIAS, ULISSES; DIAS, ZANONI; SETUBAL, JC; SILVA, WM. Sorting by Reversals and Transpositions with Proportion Restriction. ADVANCES IN BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, BSB 2020, v. 12558, p. 12-pg., . (19/27331-3, 13/08293-7, 17/12646-3, 15/11937-9)
DE OLIVEIRA, GABRIEL BIANCHIN; PEDRINI, HELIO; DIAS, ZANONI; PAIVA, AC; CONCI, A; BRAZ, G; ALMEIDA, JDS; FERNANDES, LAF. Ensemble of Bidirectional Recurrent Networks and Random Forests for Protein Secondary Structure Prediction. 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)
DE OLIVEIRA, GABRIEL BIANCHIN; PEDRINI, HELIO; DIAS, ZANONI. nsemble of Template-Free and Template-Based Classifiers for Protein Secondary Structure Predictio. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, v. 22, n. 21, . (19/20875-8, 17/12646-3, 17/16246-0)
VEGA-OLIVEROS, DIDIER A.; NASCIMENTO, JOSE; LAVI, BAHRAM; ROCHA, ANDERSON. Real-world-events data sifting through ultra-small labeled datasets and graph fusion. APPLIED SOFT COMPUTING, v. 132, p. 17-pg., . (17/12646-3, 20/02241-9, 19/26283-5, 18/05668-3)
MOREIRA, DANIEL; CARDENUTO, JOAO PHILLIPE; SHAO, RUITING; BAIREDDY, SRIRAM; COZZOLINO, DAVIDE; GRAGNANIELLO, DIEGO; ABD-ALMAGEED, WAEL; BESTAGINI, PAOLO; TUBARO, STEFANO; ROCHA, ANDERSON; et al. SILA: a system for scientific image analysis. SCIENTIFIC REPORTS, v. 12, n. 1, p. 15-pg., . (17/12646-3)
CARDENUTO, JOAO P.; ROCHA, ANDERSON. Benchmarking Scientific Image Forgery Detectors. SCIENCE AND ENGINEERING ETHICS, v. 28, n. 4, p. 38-pg., . (17/12646-3, 20/02211-2)
ALEXANDRINO, ALEXSANDRO OLIVEIRA; BRITO, KLAIRTON LIMA; OLIVEIRA, ANDRE RODRIGUES; DIAS, ULISSES; DIAS, ZANONI. Reversal and Indel Distance With Intergenic Region Information. IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, v. 20, n. 3, p. 13-pg., . (13/08293-7, 19/27331-3, 15/11937-9, 17/12646-3)
BERTOCCO, GABRIEL; THEOPHILO, ANTONIO; ANDALO, FERNANDA; ROCHA, ANDERSON. Leveraging Ensembles and Self-Supervised Learning for Fully-Unsupervised Person Re-Identification and Text Authorship Attribution. IEEE Transactions on Information Forensics and Security, v. 18, p. 15-pg., . (19/15825-1, 18/10204-6, 17/12646-3)
NASCIMENTO, JOSE; CARDENUTO, JOAO PHILLIPE; YANG, JING; ROCHA, ANDERSON; IEEE. Few-shot Learning for Multi-modal Social Media Event Filtering. 2022 IEEE INTERNATIONAL WORKSHOP ON INFORMATION FORENSICS AND SECURITY (WIFS), v. N/A, p. 6-pg., . (17/12646-3, 20/02241-9, 20/02211-2, 19/04053-8)
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YANG, JING; VEGA-OLIVEROS, DIDIER; SEIBT, TAIS; ROCHA, ANDERSON; IEEE. Scalable Fact-checking with Human-in-the-Loop. 2021 IEEE INTERNATIONAL WORKSHOP ON INFORMATION FORENSICS AND SECURITY (WIFS), v. N/A, p. 6-pg., . (17/12646-3, 19/26283-5, 19/04053-8)
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DAVID, LUCAS; PEDRINI, HELIO; DIAS, ZANONI; ROCHA, ANDERSON; IEEE. Connoisseur: Provenance Analysis in Paintings. 2021 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (IEEE SSCI 2021), v. N/A, p. 8-pg., . (17/12646-3, 15/11937-9, 17/16246-0)
GALINDO, ELDREY; PEDRINI, HELIO; IEEE. Image Super-Resolution Improved by Edge Information. 2019 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), v. N/A, p. 7-pg., . (17/12646-3)
POMARI, THALES; RUPPERT, GUILLHERME; REZENDE, EDMAR; ROCHA, ANDERSON; CARVALHO, TIAGO; IEEE. IMAGE SPLICING DETECTION THROUGH ILLUMINATION INCONSISTENCIES AND DEEP LEARNING. 2018 25TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), v. N/A, p. 5-pg., . (17/12646-3, 17/12631-6, 18/00858-9)
SANTOS, GEISE; WANDERLEY, MARCELO; TAVARES, TIAGO; ROCHA, ANDERSON. A multi-sensor human gait dataset captured through an optical system and inertial measurement units. SCIENTIFIC DATA, v. 9, n. 1, p. 10-pg., . (17/12646-3)
PADILHA, RAFAEL; ANDALO, FERNANDO A.; ROCHA, ANDERSON; IEEE. IMPROVING THE CHRONOLOGICAL SORTING OF IMAGES THROUGH OCCLUSION: A STUDY ON THE NOTRE-DAME CATHEDRAL FIRE. 2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, v. N/A, p. 5-pg., . (17/12646-3, 17/21957-2)
VINICIUS MUSSEL CIRNE, MARCOS; PEDRINI, HELIO; TREMEAU, A; IMAI, F; BRAZ, J. Combination of Texture and Geometric Features for Age Estimation in Face Images. 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. 7-pg., . (17/12646-3, 14/12236-1)
MORAES, THIAGO; AMORIM, PAULO; SILVA, JORGE; PEDRINI, HELIO; CLAUDIO, AP; BOUATOUCH, K; BRAZ, J. Web-based Interactive Visualization of Medical Images in a Distributed System. PROCEEDINGS OF THE 14TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISAPP), VOL 5, v. N/A, p. 8-pg., . (14/12236-1, 17/12646-3)
PEREZ, MAURICIO; KOT, ALEX C.; ROCHA, ANDERSON; IEEE. DETECTION OF REAL-WORLD FIGHTS IN SURVEILLANCE VIDEOS. 2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), v. N/A, p. 5-pg., . (17/12646-3)
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DOS SANTOS DANTASA, ANA PAULA; DE SOUZAA, CID CARVALHO; DIAS, ZANONI. A GRASP for the Convex Recoloring Problem in Graphs. ELECTRONIC NOTES IN THEORETICAL COMPUTER SCIENCE, v. 346, p. 13-pg., . (17/12646-3, 18/04760-3, 15/11937-9, 13/08293-7, 17/16246-0)
RODRIGUES, CAROLINE MAZINI; PEREIRA, LUIS; ROCHA, ANDERSON; DIAS, ZANONI; IEEE. Image Semantic Representation for Event Understanding. 2019 IEEE INTERNATIONAL WORKSHOP ON INFORMATION FORENSICS AND SECURITY (WIFS), v. N/A, p. 6-pg., . (17/12646-3, 15/11937-9, 13/08293-7, 17/16246-0, 18/16548-9, 18/16214-3, 17/16871-1)
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PEIXOTO, BRUNO MALVEIRA; AVILA, SANDRA; DIAS, ZANONI; ROCHA, ANDERSON; ACM. Breaking down violence: A deep-learning strategy to model and classify violence in videos. 13TH INTERNATIONAL CONFERENCE ON AVAILABILITY, RELIABILITY AND SECURITY (ARES 2018), v. N/A, p. 7-pg., . (17/12646-3, 15/11937-9, 13/08293-7, 17/16246-0, 17/16871-1)
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BROGAN, JOEL; BHARATI, APARNA; MOREIRA, DANIEL; ROCHA, ANDERSON; BOWYER, KEVIN W.; FLYNN, PATRICK J.; SCHEIRER, WALTER J.. Fast Local Spatial Verification for Feature-Agnostic Large-Scale Image Retrieval. IEEE Transactions on Image Processing, v. 30, p. 6892-6905, . (17/12646-3)
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KUEHLKAMP, ANDREY; PINTO, ALLAN; ROCHA, ANDERSON; BOWYER, KEVIN W.; CZAJKA, ADAM. Ensemble of Multi-View Learning Classifiers for Cross-Domain Iris Presentation Attack Detection. IEEE Transactions on Information Forensics and Security, v. 14, n. 6, p. 1419-1431, . (17/12646-3)
ROBERTO E SOUZA, MARCOS; MAIA, HELENA DE ALMEIDA; VIEIRA, MARCELO BERNARDES; PEDRINI, HELIO. Survey on visual rhythms: A spatio-temporal representation for video sequences. Neurocomputing, v. 402, p. 409-422, . (17/12646-3, 17/09160-1)
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)
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OLIVEIRA, ALBERTO; OAKLEY, ERIC; TORRES, RICARDO DA SILVA; ROCHA, ANDERSON. Relevance prediction in similarity-search systems using extreme value theory. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 60, p. 236-249, . (14/50715-9, 16/50250-1, 17/20945-0, 14/12236-1, 17/12646-3, 13/50155-0, 15/24494-8)
NAVARRO, LUIZ C.; NAVARRO, ALEXANDRE K. W.; GREGIO, ANDRE; ROCHA, ANDERSON; DAHAB, RICARDO. Leveraging ontologies and machine-learning techniques for malware analysis into Android permissions ecosystems. COMPUTERS & SECURITY, v. 78, p. 429-453, . (17/12646-3)
DE REZENDE, EDMAR R. S.; RUPPERT, GUILHERME C. S.; THEOPHILO, ANTONIO; TOKUDA, ERIC K.; CARVALHO, TIAGO. Exposing computer generated images by using deep convolutional neural networks. SIGNAL PROCESSING-IMAGE COMMUNICATION, v. 66, p. 113-126, . (17/12631-6, 17/12646-3)
RAIMUNDO, MARCOS M.; DRUMOND, THALITA F.; MARQUES, ALAN CAIO R.; LYRA, CHRISTIANO; ROCHA, ANDERSON; VON ZUBEN, FERNANDO J.. Exploring multiobjective training in multiclass classification. Neurocomputing, v. 435, p. 307-320, . (16/19080-2, 14/11125-1, 14/13533-0, 17/12646-3)
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SHEN, BINGYU; FORSTALL, CHRISTOPHER W.; ROCHA, ANDERSON DE REZENDE; SCHEIRER, WALTER J.. Practical Text Phylogeny for Real-World Settings. IEEE ACCESS, v. 6, p. 41002-41012, . (17/12646-3)
MOREIRA, DANIEL; AVILA, SANDRA; PEREZ, MAURICIO; MORAES, DANIEL; TESTONI, VANESSA; VALLE, EDUARDO; GOLDENSTEIN, SIOME; ROCHA, ANDERSON. Multimodal data fusion for sensitive scene localization. Information Fusion, v. 45, p. 307-323, . (17/12646-3)
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SCHWARZ, STEPHANE; THEOPHILO, ANTONTO; ROCHA, ANDERSON; IEEE. EMET: EMBEDDINGS FROM MULTILINGUAL-ENCODER TRANSFORMER FOR FAKE NEWS DETECTION. 2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, v. N/A, p. 5-pg., . (18/10204-6, 17/12646-3)
ROBERTO E SOUZA, MARCOS; PEDRINI, HELIO. Motion energy image for evaluation of video stabilization. VISUAL COMPUTER, v. 35, n. 12, p. 1769-1781, . (17/12646-3, 14/12236-1)
MENDES JUNIOR, PEDRO RIBEIRO; BONDI, LUCA; BESTAGINI, PAOLO; TUBARO, STEFANO; ROCHA, ANDERSON. An In-Depth Study on Open-Set Camera Model Identification. IEEE ACCESS, v. 7, p. 180713-180726, . (17/12646-3)
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)
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)
QUISPE, RODOLFO; LAN, CUILING; ZENG, WENJUN; PEDRINI, HELIO. AttributeNet: Attribute enhanced vehicle re-identification. Neurocomputing, v. 465, p. 84-92, . (17/12646-3)
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)
PADILHA, RAFAEL; SALEM, TAWFIQ; WORKMAN, SCOTT; ANDALO, FERNANDA A.; ROCHA, ANDERSON; JACOBS, NATHAN. Content-Aware Detection of Temporal Metadata Manipulation. IEEE Transactions on Information Forensics and Security, v. 17, p. 12-pg., . (17/21957-2, 19/15822-2, 17/12646-3)
JORDAO, ARTUR; PEDRINI, HELIO; IEEE COMP SOC. On the Effect of Pruning on Adversarial Robustness. 2021 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW 2021), v. N/A, p. 11-pg., . (17/12646-3)
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)
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PINTO, ALLAN; GOLDENSTEIN, SIOME; FERREIRA, ALEXANDRE; CARVALHO, TIAGO; PEDRINI, HELIO; ROCHA, ANDERSON. Leveraging Shape, Reflectance and Albedo From Shading for Face Presentation Attack Detection. IEEE Transactions on Information Forensics and Security, v. 15, p. 3347-3358, . (17/12646-3, 19/16253-1, 17/12631-6)
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)
VERDE, SEBASTIANO; RESEK, THIAGO; MILANI, SIMONE; ROCHA, ANDERSON. Ground-to-Aerial Viewpoint Localization via Landmark Graphs Matching. IEEE SIGNAL PROCESSING LETTERS, v. 27, p. 1490-1494, . (17/12646-3)
FOLEGO, GUILHERME; WEILER, MARINA; CASSEB, RAPHAEL F.; PIRES, RAMON; ROCHA, ANDERSON; I, ALZHEIMER'S DIS NEUROIMAGING; LIF, AUSTRALIAN IMAGING BIOMARKERS. Alzheimer's Disease Detection Through Whole-Brain 3D-CNN MRI. FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, v. 8, . (17/12646-3)
PADILHA, RAFAEL; ANDALO, FERNANDA A.; LAVI, BAHRAM; PEREIRA, LUIS A. M.; ROCHA, ANDERSON. Temporally sorting images from real-world events. PATTERN RECOGNITION LETTERS, v. 147, p. 212-219, . (17/21957-2, 18/16548-9, 18/05668-3, 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. Filter Learning from Deep Descriptors of a Fully Convolutional Siamese Network for Tracking in Videos. 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., . (17/09160-1, 17/12646-3)
CARNEIRO, SARAH ALMEIDA; DA SILVA, GABRIEL PELLEGRINO; GUIMARAES, SILVIO JAMIL F.; PEDRINI, HELIO; IEEE. Fight Detection in Video Sequences Based on Multi-Stream Convolutional Neural Networks. 2019 32ND SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI), v. N/A, p. 8-pg., . (17/12646-3, 14/12236-1)
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KONG, CHENQI; CHEN, BAOLIANG; LI, HAOLIANG; WANG, SHIQI; ROCHA, ANDERSON; KWONG, SAM. Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-Level Telltales. IEEE Transactions on Information Forensics and Security, v. 17, p. 16-pg., . (17/12646-3)
SANTOS, GEISE; TAVARES, TIAGO; ROCHA, ANDERSON. Reliability and generalization of gait biometrics using 3D inertial sensor data and 3D optical system trajectories. SCIENTIFIC REPORTS, v. 12, n. 1, p. 15-pg., . (17/12646-3)
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