Research Grants 19/07665-4 - Representação de conhecimento, Aprendizado computacional - BV FAPESP
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Center for Artificial Intelligence

Grant number: 19/07665-4
Support Opportunities:Research Grants - Research Program in eScience and Data Science - Research Centers in Engineering Program
Start date: August 01, 2020
End date: July 31, 2025
Field of knowledge:Physical Sciences and Mathematics - Computer Science
Agreement: IBM Brasil
Principal Investigator:Fabio Gagliardi Cozman
Grantee:Fabio Gagliardi Cozman
Host Institution: Centro de Inovação da USP (INOVA). Universidade de São Paulo (USP). São Paulo , SP, Brazil
Host Companies:Universidade de São Paulo (USP). Centro de Inovação da USP (INOVA)
IBM Brasil - Indústria, Máquinas e Serviços Ltda
City: Rio de JaneiroSão Paulo
Pesquisadores principais:
( Atuais )
Antonio Mauro Saraiva ; Claudio Santos Pinhanez ; Cristina Godoy Bernardo de Oliveira ; Eduardo Aoun Tannuri ; Glauco Antonio Truzzi Arbix ; João Paulo Cândia Veiga ; José Eduardo Krieger ; Marcelo Finger ; Maria Lucia Santaella Braga ; Sandra Maria Aluísio ; Sarajane Marques Peres ; Thiago Alexandre Salgueiro Pardo ; Zhao Liang
Pesquisadores principais:
( Anteriores )
Alexandre Cláudio Botazzo Delbem
Associated researchers:Alessandra Alaniz Macedo ; Alexandre Cláudio Botazzo Delbem ; Alexandre Dias Porto Chiavegatto Filho ; Alexandre Luis Moreli Rocha ; Alvaro Augusto Comin ; Ana Carolina Lorena ; Anarosa Alves Franco Brandão ; Anna Helena Reali Costa ; Ariani Di Felippo ; Arnaldo Candido Junior ; Bernardo Nunes Gonçalves ; Bruno de Carvalho Albertini ; Bruno Souza Carmo ; Carlos Dias Maciel ; Carlos Eduardo Torres Freire ; Carlos Henrique Costa Ribeiro ; Debora Pignatari Drucker ; Denis Deratani Mauá ; Diego Furtado Silva ; Diego Raphael Amancio ; Diogo Rosenthal Coutinho ; Dora Kaufman ; Ednaldo José Ferreira ; Edresson Casanova ; Edson Satoshi Gomi ; Eduardo de Senzi Zancul ; Eduardo Mario Mendiondo ; ESTHER LUNA COLOMBINI ; Evandro Eduardo Seron Ruiz ; Fátima de Lourdes dos Santos Nunes Marques ; Fernando Santos Osório ; Filippo Ghiglieno ; Geraldo Busatto Filho ; Guilherme Ary Plonski ; Hugo Tsugunobu Yoshida Yoshizaki ; Humberto Ribeiro da Rocha ; Ivandre Paraboni ; Jaime Simão Sichman ; João Luís Garcia Rosa ; João Paulo Papa ; José Paulo Molin ; José Teixeira Coelho Netto ; Juliano Souza Albuquerque Maranhão ; Júlio Cézar Estrella ; Julio Romano Meneghini ; Kazuo Nishimoto ; Kelly Rosa Braghetto ; Leliane Nunes de Barros ; Linamara Rizzo Battistella ; Lorena Guadalupe Barberia ; Luiz Otavio Murta Junior ; Marcel Simis ; Marcelo Cândido da Silva ; Marcelo Fantinato ; Maria Clara Fava ; Maria Lucia Santaella Braga ; Maria Sylvia Macchione Saes ; Mario Sergio Salerno ; Marlon Sproesser Mathias ; Miguel Arjona Ramírez ; Norton Trevisan Roman ; Osvaldo Novais de Oliveira Junior ; Oto Araújo Vale ; Patricia Angélica Alves Marques ; PAULO ANDRE LIMA DE CASTRO ; Paulo Hilário Nascimento Saldiva ; Paulo Mazzoncini de Azevedo Marques ; Paulo Pirozelli Almeida Silva ; Reinaldo Augusto da Costa Bianchi ; Renata Wassermann ; Renato Tinós ; Ricardo Marcondes Marcacini ; Rodrigo Fernandes de Mello ; Rodrigo Yoiti Tsukahara ; Roseli Aparecida Francelin Romero ; Roseli de Deus Lopes ; Rubens Beçak ; Sandro Márcio da Silva Preto ; Sarajane Marques Peres ; Sidney Evaldo Leal ; Sílvia Helena Galvão de Miranda ; Solange Oliveira Rezende ; Tereza Cristina Giannini ; Thiago Alexandre Salgueiro Pardo ; Uiara Bandineli Montedo ; Vanessa Martins do Monte
Associated research grant(s):24/19144-7 - Fuzzy and Probabilistic Logics with Applications to Neural Network Interpretability, AP.R SPRINT
24/02783-7 - Network-based Learning for High-Level Classification of Sequential Data, AV.BR
Associated scholarship(s):24/00536-2 - Processing of exclamatory and interrogative sentences for Automatic Speech Recognition in Brazilian Portuguese, BP.MS
24/13270-0 - Carolina 2.0: perfectioning and enlargement of a robust corpus in contemporary Brazilian Portuguese with provenance and typology information, BP.TT
24/08441-0 - Assistance in Physics-Informed Machine Learning Research in the Center for Artificial Inteligence, BP.TT
+ associated scholarships 24/09131-5 - Curation, maintenance and data acquisition, and management of dataset of Indigenous languages in Brazil, BP.TT
23/12775-9 - Technical support in the Center for Artificial Intelligence, BP.TT
23/13722-6 - Support for Knowledge-Enhanced Learning Research at the Center for Artificial Intelligence, BP.TT
23/01892-4 - Negation scope in portuguese: taxonomy, systematization and implementation, BP.DR
23/07299-3 - Development and implementation of portals to support research for the POeTiSA, TaRSila and Carolina projects, BP.TT
22/16374-6 - Pretrained Neural Network models for detecting respiratory conditions through audio analysis, BP.PD
22/15355-8 - Technical infrastructure for technology transfer activities in the center for artificial intelligence, BP.TT
23/00730-0 - Coordination, creation, acquisition and management of database of associations and indigenous groups in Brazil, BP.TT
22/12747-2 - Regulation and funding of artificial intelligence in Brazil, BP.TT
22/06804-3 - Development and evaluation of a simulation model to estimate the productivity of sweet oranges (Citrus sinensis L.), BP.DR
22/06373-2 - Center for Artificial Intelligence, BP.TT
21/03544-8 - Algorithmic management: a study of perceptions of drivers and delivery people about work on platforms, BP.MS
21/15125-0 - A metadata model for interoperability of agricultural databases, BP.DR
21/06783-3 - Veritas: a Brazilian legal documents dataset for natural language processing, BP.IC
21/03117-2 - Formal verification of neural networks via Lukasiewicz infinitely-valued logic, BP.PD
20/02679-4 - NLPCode: using natural language processing techniques for automated code refactoring, BP.MS
21/02464-0 - Probabilistic modeling for decision making and prediction in water resources: an application in food security, BP.TT
20/15129-2 - Focal and non-focal EEG classification through deep learning, BP.DR
20/16746-5 - Physics-informed machine learning applied for forecasting metocean conditions, BP.DR
20/16661-0 - Segmentation and alignment of datasets for natural language processing, BP.TT
20/07892-8 - Drone trajectory planning for 3D reconstruction, BP.IC - associated scholarships

Abstract

This proposal describes an Engineering Research Center for Artificial Intelligence (AI) committed to conduct research in basic AI topics and to apply AI techniques to selected application areas --- namely, oil and gas industry, agribusiness, and health. The Center will also fund studies on the social and economic impact of AI, and will carry activities aimed at technology transfer and knowledge diffusion. The Center will be built on the belief that the next ten years will bring unprecedented advances in AI that will depend both on the collaboration amongst the core areas of AI and between these core areas and applications. The Center for Artificial Intelligence will consist of two intertwined groups of researchers, both of them distributed across the host and associated institutions. One group of researchers, with significant international presence in the AI community, will cover central topics of AI, from knowledge representation to machine learning, with specific emphasis on text and natural language processing, particularly in Portuguese. Current international research trends suggest that the next decade will witness an increased interaction between knowledge representation, decision making, and machine learning; the Center for Artificial Intelligence will focus its attention on the combination of these areas of AI as they are not as closely connected as they should be --- the Center will position itself as a fundamental player in the collaboration amongst core AI topics. A second group of researchers in the Center will focus on three selected application areas with high potential and significant existing expertise in the host institution: oil and gas, agribusiness, and health. The connection between core AI research and application areas will work both ways: the core AI research will address large scale problems in the selected application areas, and will be informed by the large scale challenges in those application areas. A small group of researchers from the humanities is also included in the Center so as to conduct research on the social impact of AI and to identify paths that will guarantee the use of AI for good. The Coordinator of Education and Dissemination of Knowledge will organize video production with research results and will work through fairs and schools to educate the public in broadest terms. The Coordinator of Technology Transfer will work together with well established offices of the host institution to nurture initiatives that will transfer results to the funding entities and to entrepreneurship efforts. (AU)

Articles published in Agência FAPESP Newsletter about the research grant:
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Scientific publications (193)
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)
NETO VERRI, FILIPE ALVES; GUELERI, ROBERTO ALVES; ZHENG, QIUSHENG; ZHANG, JUNBAO; ZHAO, LIANG. Network community detection via iterative edge removal in a flocking-like system. European Physical Journal-Special Topics, . (15/50122-0, 19/07665-4, 13/08666-8, 13/25876-6)
VALEJO, ALAN DEMETRIUS BARIA; DE OLIVEIRA DOS SANTOS, WELLINGTON; NALDI, MURILO COELHO; ZHAO, LIANG. A review and comparative analysis of coarsening algorithms on bipartite networks. European Physical Journal-Special Topics, . (19/09817-6, 19/07665-4, 13/07375-0, 15/50122-0, 19/14429-5)
DE ROSA, GUSTAVO H.; PAPA, JOAO P.. A survey on text generation using generative adversarial networks. PATTERN RECOGNITION, v. 119, . (19/02205-5, 20/12101-0, 14/12236-1, 19/07665-4, 13/07375-0)
HAJAROLASVADI, NOUSHIN; RAMIREZ, MIGUEL ARJONA; BECCARO, WESLEY; DEMIREL, HASAN. Generative Adversarial Networks in Human Emotion Synthesis: A Review. IEEE ACCESS, v. 8, p. 218499-218529, . (19/07665-4, 18/12579-7, 18/26455-8)
FERREIRA, ALVARO R., JR.; DE ROSA, GUSTAVO H.; PAPA, JOAO P.; CARNEIRO, GUSTAVO; FARIA, FABIO A.; IEEE COMP SOC. Creating Classifier Ensembles through Meta-heuristic Algorithms for Aerial Scene Classification. 2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), v. N/A, p. 8-pg., . (14/12236-1, 18/23908-1, 17/25908-6, 19/07665-4, 19/02205-5)
RODRIGUES, RAFAEL B. M.; PRIVATTO, PEDRO I. M.; DE SOUSA, GUSTAVO JOSE; MURARI, RAFAEL P.; AFONSO, LUIS C. S.; PAPA, JOAO P.; PEDRONETTE, DANIEL C. G.; GUILHERME, IVAN R.; PERROUT, STEPHAN R.; RIENTE, ALIEL F.; et al. PetroBERT: A Domain Adaptation Language Model for Oil and Gas Applications in Portuguese. COMPUTATIONAL PROCESSING OF THE PORTUGUESE LANGUAGE, PROPOR 2022, v. 13208, p. 9-pg., . (14/12236-1, 18/15597-6, 19/07665-4, 13/07375-0)
LIMA DE PAULA, PAULO HENRIQUE; ZHAO, LIANG; IEEE. A New Particle Competition Model for Community Detection with Application in Functional Brain Networks. 2021 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), v. N/A, p. 8-pg., . (19/09319-6, 19/07665-4, 15/50122-0)
AMARAL OROSCO PELLICER, LUCAS FRANCISCO; PIROZELLI, PAULO; REALI COSTA, ANNA HELENA; INOUE, ALEXANDRE; PINHEIRO, V; GAMALLO, P; AMARO, R; SCARTON, C; BATISTA, F; SILVA, D; et al. PTT5-Paraphraser: Diversity and Meaning Fidelity in Automatic Portuguese Paraphrasing. COMPUTATIONAL PROCESSING OF THE PORTUGUESE LANGUAGE, PROPOR 2022, v. 13208, p. 11-pg., . (19/07665-4)
ALMADA, MARCO; MARANHAO, JULIANO. Voice-based diagnosis of covid-19: ethical and legal challenges. INTERNATIONAL DATA PRIVACY LAW, v. 11, n. 1, p. 63-75, . (19/07665-4)
MAUA, DENIS DERATANI; COZMAN, FABIO GAGLIARDI. Complexity results for probabilistic answer set programming. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, v. 118, p. 133-154, . (16/18841-0, 19/07665-4, 15/21880-4)
BARBOSA, RODRIGO CARVALHO; AYUB, MUHAMMAD SHOAIB; ROSA, RENATA LOPES; RODRIGUEZ, DEMOSTENES ZEGARRA; WUTTISITTIKULKIJ, LUNCHAKORN. Lightweight PVIDNet: A Priority Vehicles Detection Network Model Based on Deep Learning for Intelligent Traffic Lights. SENSORS, v. 20, n. 21, . (19/07665-4, 18/26455-8, 18/12579-7)
DE BONA, GLAUBER; NASCIMENTO ROCHA, VICTOR HUGO; COZMAN, FABIO GAGLIARDI; CANO, A; DEBOCK, J; MIRANDA, E; MORAL, S. Epistemic Argumentation with Conditional Probabilities and Labeling Constraints. INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 162, v. 147, p. 10-pg., . (19/07665-4)
SANTOS, BRUCCE NEVES DOS; MARCACINI, RICARDO MARCONDES; REZENDE, SOLANGE OLIVEIRA. Multi-Domain Aspect Extraction Using Bidirectional Encoder Representations From Transformers. IEEE ACCESS, v. 9, p. 91604-91613, . (19/25010-5, 19/07665-4)
COZMAN, FABIO GAGLIARDI; MUNHOZ, HUGO NERI. Some thoughts on knowledge-enhanced machine learning. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, v. 136, p. 308-324, . (16/18841-0, 19/07665-4, 18/09681-4)
PIRES, RAFAEL GONCALVES; PEREIRA, CLAYTON REGINALDO; PENEDO, TIAGO; PAPA, JOAO PAULO; RODER, MATEUS; BARBIERI, FABIO AUGUSTO. Assessing Levodopa Effectiveness in Parkison's Disease During Gait Using Electroencephalogram and Machine Learning. 2024 31ST INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING, IWSSIP 2024, v. N/A, p. 5-pg., . (18/03448-6, 17/19516-8, 22/02971-2, 23/14427-8, 19/07665-4, 13/07375-0)
CRIVELARO, MATHEUS GOES; RODRIGUES, DOUGLAS; GIFALLI, ANDRE; PAPA, JOAO PAULO; GONZALES, CARLOS GUILHERME; DE SOUZA, ANDRE NUNES; DA SILVA, GUSTAVO VINICIUS; SILVEIRA NETO, ERASMO. Denoising Autoencoder for Partial Discharge Identification in Instrument Transformers. 2024 31ST INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING, IWSSIP 2024, v. N/A, p. 7-pg., . (23/03726-4, 19/07665-4, 13/07375-0, 23/14427-8)
OLIVEIRA, GUILHERME C.; ROSA, GUSTAVO H.; PEDRONETTE, DANIEL C. G.; PAPA, JOAO P.; KUMAR, HIMEESH; PASSOS, LEANDRO A.; KUMAR, DINESH. Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization. Biomedical Signal Processing and Control, v. 94, p. 9-pg., . (19/02205-5, 19/00585-5, 23/10823-6, 14/12236-1, 18/15597-6, 19/07665-4, 13/07375-0)
MORENO, FELIPE M.; COELHO, JEFFERSON F.; MATHIAS, MARLON S.; DE BARROS, MARCEL R.; NETTO, CAIO F. D.; DE FREITAS, LUCAS P.; DOTTORI, MARCELO; COZMAN, FABIO G.; COSTA, ANNA H. R.; GOMI, EDSON S.; et al. ECHO STATE NETWORKS FOR SURFACE CURRENT FORECASTING IN A PORT ACCESS CHANNEL. PROCEEDINGS OF ASME 2023 42ND INTERNATIONAL CONFERENCE ON OCEAN, OFFSHORE & ARCTIC ENGINEERING, OMAE2023, VOL 5, v. N/A, p. 8-pg., . (19/07665-4, 20/16746-5)
DA SILVA, ROBERTO FRAY; BENSO, MARCOS ROBERTO; CORREA, FERNANDO ELIAS; MESSIAS, TAMARA GUINDO; MENDONCA, FERNANDO CAMPOS; MARQUES, PATRICIA ANGELICA ALVES; DUARTE, SERGIO NASCIMENTO; MENDIONDO, EDUARDO MARIO; DELBEM, ALEXANDRE CLAUDIO BOTAZZO; SARAIVA, ANTONIO MAURO. A Data-Driven Method for Water Quality Analysis and Prediction for Localized Irrigation. AGRIENGINEERING, v. 6, n. 2, p. 23-pg., . (19/07665-4)
MATHIAS, MARLON S.; NETTO, CAIO F. D.; MORENO, FELIPE M.; COELHO, JEFFERSON F.; DE FREITAS, LUCAS P.; DE BARROS, MARCEL R.; DE MELLO, PEDRO C.; DOTTORI, MARCELO; COZMAN, FABIO G.; COSTA, ANNA H. R.; et al. A Physics-Informed Neural Operator for the Simulation of Surface Waves. JOURNAL OF OFFSHORE MECHANICS AND ARCTIC ENGINEERING-TRANSACTIONS OF THE ASME, v. 146, n. 6, p. 10-pg., . (19/07665-4, 20/16746-5)
MORAES, LEONARDO; MARCACINI, RICARDO MARCONDES; GOULARTE, RUDINEI. Video Summarization using Text Subjectivity Classification. PROCEEDINGS OF THE 28TH BRAZILIAN SYMPOSIUM ON MULTIMEDIA AND THE WEB, WEBMEDIA 2022, v. N/A, p. 9-pg., . (19/07665-4)
NASCIMENTO ROCHA, VICTOR HUGO; SILVEIRA, IGOR CATANEO; PIROZELLI, PAULO; MAUA, DENIS DERATANI; COZMAN, FABIO GAGLIARDI. Assessing Good, Bad and Ugly Arguments Generated by ChatGPT: a New Dataset, its Methodology and Associated Tasks. PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2023, PT I, v. 14115, p. 13-pg., . (19/07665-4, 22/02937-9, 19/26762-0)
JODAS, DANILO SAMUEL; BRAZOLIN, SERGIO; VELASCO, GIULIANA DEL NERO; DE LIMA, REINALDO ARAUJO; YOJO, TAKASHI; PAPA, JOAO PAULO. Urban tree failure probability prediction based on dendrometric aspects and machine learning models. COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, v. 108, p. 16-pg., . (19/18287-0, 14/12236-1, 23/14427-8, 19/07665-4, 13/07375-0)
RUSCHEL, ANDREY; GUSMAO, ARTHUR COLOMBINI; COZMAN, FABIO GAGLIARDI. Explaining answers generated by knowledge graph embeddings. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, v. 171, p. 25-pg., . (19/07665-4, 17/19007-6)
DE SOUZA, MARIANA CARAVANTI; GOLO, MARCOS PAULO SILVA; JORGE, ALIPIO MARIO GUEDES; DE AMORIM, EVELIN CARVALHO FREIRE; CAMPOS, RICARDO NUNO TABORDA; MARCACINI, RICARDO MARCONDES; REZENDE, SOLANGE OLIVEIRA. Keywords attention for fake news detection using few positive labels. INFORMATION SCIENCES, v. 663, p. 23-pg., . (19/07665-4, 19/25010-5)
DE SOUSA, GUSTAVO JOSE; GUIMARAES PEDRONETTE, DANIEL CARLOS; PAPA, JOAO PAULO; GUILHERME, IVAN RIZZO. SMS Spam Detection Through Skip-gram Embeddings and Shallow Networks. FINDINGS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, ACL-IJCNLP 2021, v. N/A, p. 9-pg., . (19/07665-4, 18/15597-6)
COZMAN, FABIO GAGLIARDI. Markov Conditions and Factorization in Logical Credal Networks. NEURIPS WORKSHOPS, 2020, v. 215, p. 11-pg., . (19/07665-4)
MATHIAS, MARLON S.; NETTO, CAIO F. D.; MORENO, FELIPE M.; COELHO, JEFFERSON F.; DE FREITAS, LUCAS P.; DE BARROS, MARCEL R.; DE MELLO, PEDRO C.; DOTTORI, MARCELO; COZMAN, FABIO G.; COSTA, ANNA H. R.; et al. A PHYSICS-INFORMED NEURAL OPERATOR FOR THE SIMULATION OF SURFACE WAVES. PROCEEDINGS OF ASME 2023 42ND INTERNATIONAL CONFERENCE ON OCEAN, OFFSHORE & ARCTIC ENGINEERING, OMAE2023, VOL 7, v. N/A, p. 10-pg., . (19/07665-4, 20/16746-5)
LIGABUE, PEDRO DE MORAES; BRANDAO, ANAROSA ALVES FRANCO; PERES, SARAJANE MARQUES; COZMAN, FABIO GAGLIARDI; PIROZELLI, PAULO. Applying a Context-based Method to Build a Knowledge Graph for the Blue Amazon. DATA INTELLIGENCE, v. 6, n. 1, p. 40-pg., . (19/07665-4)
LOPES, GESIEL RIOS; DELBEM, ALEXANDRE C. B.; DA SILVA, ROBERTO FRAY; BIELENKI, CLAUDIO, JR.; VANNUCCHI, SERGIO HENRIQUE; DE MATTOS, LEME; SCATOLINI, DENISE; GHIGLIENO, FILIPPO; SARAIVA, ANTONIO MAURO. MultiMaps: a tool for decision-making support in the analyzes of multiple epidemics. PROCEEDINGS OF THE 3RD ACM SIGSPATIAL INTERNATIONAL WORKSHOP ON SPATIAL COMPUTING FOR EPIDEMIOLOGY, SPATIALEPI 2022, v. N/A, p. 4-pg., . (19/07665-4, 20/16578-5)
POL GONCALVES, FLAVIO JAIME; DE OLIVEIRA CARMO, VINICIUS CLEVES; DE MELO, VINICIUS TOQUETTI; CUNHA, RODRIGO DA SILVA; SANTOS, ISMAEL H. F.; BARREIRA, RODRIGO AUGUSTO; CUGNASCA, CARLOS EDUARDO; COZMAN, FABIO GAGLIARDI; GOMI, EDSON SATOSHI; AMER SOC MECH ENGINEERS. SEMANTIC SEARCH IN OFFSHORE ENGINEERING WITH LINGUISTICS AND NEURAL PROCESSING PIPELINES. PROCEEDINGS OF ASME 2021 40TH INTERNATIONAL CONFERENCE ON OCEAN, OFFSHORE AND ARCTIC ENGINEERING (OMAE2021), VOL 1, v. N/A, p. 9-pg., . (19/07665-4)
CANDIDO JUNIOR, ARNALDO; CASANOVA, EDRESSON; SOARES, ANDERSON; DE OLIVEIRA, FREDERICO SANTOS; OLIVEIRA, LUCAS; FERNANDES JUNIOR, RICARDO CORSO; PINTO DA SILVA, DANIEL PEIXOTO; FAYET, FERNANDO GORGULHO; CARLOTTO, BRUNO BALDISSERA; STEFANEL GRIS, LUCAS RAFAEL; et al. CORAA ASR: a large corpus of spontaneous and prepared speech manually validated for speech recognition in Brazilian Portuguese. Language Resources and Evaluation, v. N/A, p. 33-pg., . (19/07665-4)
JODAS, DANILO SAMUEL; PASSOS, LEANDRO APARECIDO; ADEEL, AHSAN; PAPA, JOAO PAULO. PL-kNN: A Python-based implementation of a parameterless k-Nearest Neighbors classifier. SOFTWARE IMPACTS, v. 15, p. 3-pg., . (14/12236-1, 19/07665-4, 13/07375-0, 17/02286-0, 19/18287-0, 18/21934-5)
PRZEWOZNICZEK, MICHAL W.; TINOS, RENATO; FREJ, BARTOSZ; KOMARNICKI, MARCIN M.; FIELDSEND, JE. On turning Black- into Dark Gray-optimization with the Direct Empirical Linkage Discovery and Partition Crossover. PROCEEDINGS OF THE 2022 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE (GECCO'22), v. N/A, p. 9-pg., . (21/09720-2, 19/07665-4)
REIS FILHO, IVAN J.; MARTINS, LUIZ H. D.; PARMEZAN, ANTONIO R. S.; MARCACINI, RICARDO M.; REZENDE, SOLANGE O.; XAVIER-JUNIOR, JC; RIOS, RA. Sequential Short-Text Classification from Multiple Textual Representations with Weak Supervision. INTELLIGENT SYSTEMS, PT I, v. 13653, p. 15-pg., . (19/07665-4, 19/25010-5)
DOS SANTOS, BRUCCE NEVES; ROSSI, RAFAEL GERALDELI; REZENDE, SOLANGE OLIVEIRA; MARCACINI, RICARDO MARCONDES. A two-stage regularization framework for heterogeneous event networks. PATTERN RECOGNITION LETTERS, v. 138, p. 7-pg., . (19/07665-4)
MENDES DA SILVA, ANGELO CESAR; SILVA, DIEGO FURTADO; MARCACINI, RICARDO MARCONDES. Multimodal representation learning over heterogeneous networks for tag-based music retrieval. EXPERT SYSTEMS WITH APPLICATIONS, v. 207, p. 9-pg., . (19/07665-4)
LIU, WEIGUANG; RODRIGUES, RAFAEL DELALIBERA; YAN, JIANGLONG; ZHU, YU-TAO; PEREIRA, EVERSON JOSE DE FREITAS; LI, GEN; ZHENG, QIUSHENG; ZHAO, LIANG. Complex network-based classification of radiographic images for COVID-19 diagnosis. PLoS One, v. 18, n. 9, p. 26-pg., . (19/07665-4)
GASPAR-CUNHA, ANTONIO; COSTA, PAULO; DELBEM, ALEXANDRE; MONACO, FRANCISCO; FERREIRA, MARIA JOSE; COVAS, JOSE. Evolutionary Multi-Objective Optimization of Extrusion Barrier Screws: Data Mining and Decision Making. POLYMERS, v. 15, n. 9, p. 23-pg., . (13/07375-0, 19/07665-4)
CRISPINO, GABRIEL NUNES; FREIRE, VALDINEI; DELGADO, KARINA VALDIVIA. GUBS criterion: Arbitrary trade-offs between cost and probability-to-goal in stochastic planning based on Expected Utility Theory. ARTIFICIAL INTELLIGENCE, v. 316, p. 45-pg., . (18/11236-9, 19/07665-4)
TINOS, RENATO; PRZEWOZNICZEK, MICHAL W.; WHITLEY, DARRELL; CHICANO, FRANCISCO; PAQUETE, L. Genetic Algorithm with Linkage Learning. PROCEEDINGS OF THE 2023 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, GECCO 2023, v. N/A, p. 9-pg., . (19/07665-4, 21/09720-2)
SANTOS, CLAUDIO F. G.; AFONSO, LUIS C. S.; PEREIRA, CLAYTON R.; PAPA, JOAO P.; DEHERRERA, AGS; GONZALEZ, AR; SANTOSH, KC; TEMESGEN, Z; KANE, B; SODA, P. BreastNet: Breast Cancer Categorization Using Convolutional Neural Networks. 2020 IEEE 33RD INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS(CBMS 2020), v. N/A, p. 6-pg., . (13/07375-0, 14/12236-1, 19/07665-4)
RODER, MATEUS; PASSOS, LEANDRO APARECIDO; DE ROSA, GUSTAVO H.; DE ALBUQUERQUE, VICTOR HUGO C.; PAPA, JOAO PAULO. Reinforcing learning in Deep Belief Networks through nature-inspired optimization. APPLIED SOFT COMPUTING, v. 108, . (19/07825-1, 18/21934-5, 17/25908-6, 19/07665-4, 19/02205-5, 13/07375-0, 14/12236-1)
JODAS, DANILO SAMUEL; YOJO, TAKASHI; BRAZOLIN, SERGIO; VELASCO, GIULIANA DEL NERO; PAPA, JOAO PAULO. Detection of Trees on Street-View Images Using a Convolutional Neural Network. International Journal of Neural Systems, v. 32, n. 01, . (14/12236-1, 19/07665-4, 13/07375-0, 17/50343-2, 19/18287-0)
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