Papers
- 2022
- MOREIRA, FILIPE RODRIGUES DE SOUZA ; Verri, Filipe Alves Neto ; YONEYAMA, TAKASHI . Maximum Visibility: A Novel Approach for Time Series Forecasting Based on Complex Network Theory. IEEE Access, v. 10, p. 8960-8973, 2022.
- DILMAGHANI, S. ; BRUST, Matthias R. ; RIBEIRO, C. H. C. ; KIEFFER, E. ; DANOY, G. ; BOUVRY, P. . From communities to protein complexes: A local community detection algorithm on PPI networks. PLoS One, v. 17, p. e0260484, 2022.
- FRANCISQUINI, R. ; LORENA, A. C. ; ROSSET, M. C. V. N. . Community-based anomaly detection using spectral graph filtering. APPLIED SOFT COMPUTING, v. 118, p. 108489, 2022.
- HILD AONO, ALEXANDRE ; GONZAGA PIMENTA, RICARDO JOSÉ ; FRANCISCO, FELIPE ROBERTO ; PEREIRA DE SOUZA, ANETE ; Lorena, Ana Carolina . MACHINE LEARNING FOR CROP SCIENCE: APPLICATIONS AND PERSPECTIVES IN MAIZE BREEDING. REVISTA BRASILEIRA DE MILHO E SORGO (ONLINE), v. 21, p. e1257, 2022.
- FARIAS, GABRIEL B. ; MAXIMO, MARCOS R. O. A. ; AFONSO, RUBENS J. M. . Requirements Derivation for the Goalkeeper of the RoboCup Small Size League. JOURNAL OF CONTROL, AUTOMATION AND ELECTRICAL SYSTEMS, v. n/a, p. n/a, 2022.
- 2021
- MUNOZ, M. A. ; YAN, T. ; LEAL, M. R. ; SMITH-MILES, K. ; Lorena, Ana C. ; PAPPA, G. ; RODRIGUES, R. M. . An Instance Space Analysis of Regression Problems. ACM Transactions on Knowledge Discovery from Data, v. 15, p. 1-25, 2021.
- BARELLA, VICTOR H. ; GARCIA, LUÍS P.F. ; de Souto, Marcilio C.P. ; Lorena, Ana C. ; de Carvalho, André C.P.L.F. . Assessing the data complexity of imbalanced datasets. INFORMATION SCIENCES, v. 553, p. 83-109, 2021.
- FERNANDES, L. H. S. ; LORENA, ANA C ; SMITH-MILES, K. . Towards Understanding Clustering Problems and Algorithms: An Instance Space Analysis. Algorithms, v. 14, p. 95, 2021.
- POVOA, LUCAS VENEZIAN ; CALVI, URIEL CAIRE BALAN ; Lorena, Ana Carolina ; RIBEIRO, CARLOS HENRIQUE COSTA ; DA SILVA, ISRAEL TOJAL . A Multi-Learning Training Approach for distinguishing low and high risk cancer patients. IEEE Access, v. 9, p. 1-1, 2021.
- POVOA, L. V. ; RIBEIRO, C. H. C. ; SILVA, I. T. . Machine learning predicts treatment sensitivity in multiple myeloma based on molecular and clinical information coupled with drug response. PLoS One, v. 16, p. e0254596, 2021.
- MATOS, L. L. FORSTER, Carlos Henrique Quartucci MARTA, G. N. CASTRO JR, G. RIDGE, J. A. HIRATA, D. MIRANDA-FILHO, A. HOSNI, A. SANABRIA, A. GREGOIRE, V. PATEL, S. G. FAGAN, J. J. D?CRUZ, A. K. LICITRA, L. MEHANNA, H. HAO, S. PSYRRI, A. PORCEDDU, S. GALLOWAY, T. J. GOLUSINSKI, W. LEE, N. Y. SHIGUEMORI, E. H. MATIELI, J. E. SHIGUEMORI, A. P. A. C. E. DIAMANTINO, L. R. , et al. ; The hidden curve behind COVID-19 outbreak: the impact of delay in treatment initiation in cancer patients and how to mitigate the additional risk of dying-the head and neck cancer model. CANCER CAUSES & CONTROL, v. 32, p. 459-471, 2021.
- DEOLINDO, CAMILA S. ; RIBEIRO, MAURICIO W. ; ARATANHA, MARIA A. A. ; SCARPARI, JOSÉ R. S. ; FORSTER, CARLOS H. Q. ; SILVA, ROBERTO G. A. ; MACHADO, BIRAJARA S. ; AMARO JUNIOR, EDSON ; KÖNIG, THOMAS ; KOZASA, ELISA H. . Microstates in complex and dynamical environments: Unraveling situational awareness in critical helicopter landing maneuvers. Human Brain Mapping, v. 42, p. 3168-3181, 2021.
- SCARPARI, J. R. S. ; WATANABE, M. R. ; DEOLINDO, CAMILA S. ; ARATANHA, MARIA A. A. ; ANDRADE, D. ; FORSTER, CARLOS H. Q. ; FIGUEIRA, J. M. P. ; Shirley S. Lacerda ; MACHADO, BIRAJARA S. ; AMARO JUNIOR, E. ; SATO, J. R. ; KOZASA, ELISA H. ; SILVA, R. G. A. . Quantitative assessment of pilot-endured workloads during helicopter flying emergencies: an analysis of physiological parameters during an autorotation. Scientific Reports, v. 11, p. 17734, 2021.
- DE CARVALHO, GENIVAL BARBOSA ; DIAMANTINO, LETÍCIA RICARDO ; SCHIAVETO, LUIZ FELIPE ; FORSTER, Carlos Henrique Quartucci ; SHIGUEMORI, ÉLCIO HIDETI ; HIRATA, DAISY ; KOHLER, HUGO FONTAN ; LIRA, RENAN BEZERRA ; VARTANIAN, JOSÉ GUILHERME ; MATIELI, JOSÉ ELIAS ; KOWALSKI, LUIZ PAULO . Identification of secondary predictive factors for acute hypocalcemia following thyroidectomy in patients with low postoperative parathyroid hormone levels without overt calcium deficiency: A cohort study. AMERICAN JOURNAL OF OTOLARYNGOLOGY, v. 42, p. 103115, 2021.
- MARQUES, R. S. ; EPIPHANIOU, G. ; AL-KHATEEB, H. ; MAPLE, C. ; HAMMOUDEH, M. ; DE CASTRO, PAULO ANDRÉ LIMA ; DEHGHANTANHA, A. ; CHOO, K. R. . A Flow-based Multi-Agent Data Exfiltration Detection Architecture for Ultra-Low Latency Networks. ACM Transactions on Internet Technology, v. 21, p. 1-30, 2021.
- VIEIRA, H. A. ; MARQUES, R. S. ; CASTRO, P. A. L. . Parametric Optimization using Distributed Hill Climbing Search in Multiagent Systems. Brazilian Journal of Development, v. 7, p. 1-9, 2021.
- MELO, D. C. ; MELO, L. C. ; MAXIMO, MARCOS R. O. A. . Learning Humanoid Robot Running Motions with Symmetry Incentive through Proximal Policy Optimization. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, v. 102, p. 54, 2021.
- KAMOI, R. N. ; Pereira Júnior, Lourenço Alves ; Verri, Filipe Alves Neto ; MARCONDES, C. A. C. ; FERREIRA, C. H. G. ; MENEGUETTE, R. I. ; Cunha, Adilson Marques . Platoon grouping network offloading mechanism for VANETs. IEEE Access, v. 1, p. 1-1, 2021.
- Verri, Filipe Alves Neto; 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, v. 1, p. 1, 2021.
- DE CARVALHO BERTOLI, GUSTAVO ; PEREIRA JUNIOR, LOURENCO ALVES ; SAOTOME, OSAMU ; DOS SANTOS, ALDRI L. ; Verri, Filipe Alves Neto ; MARCONDES, CESAR AUGUSTO CAVALHEIRO ; BARBIERI, SIDNEI ; RODRIGUES, MOISES S. ; PARENTE DE OLIVEIRA, JOSE M. . An End-to-End Framework for Machine Learning-Based Network Intrusion Detection System. IEEE Access, v. 9, p. 106790-106805, 2021.
- 2020
- GARCIA, LUIS P. F. ; RIVOLLI, A. ; ALCOBACA NETO, E. P. S. ; Lorena, Ana C. ; CARVALHO, ANDRÉ C P L F . ?Boosting Meta-Learning with Simulated Data Complexity Measures. Intelligent Data Analysis, v. 24, p. 1011-1028, 2020.
- MAXIMO, M. R. O. A. ; RIBEIRO, C. H. C. ; AFONSO, R. J. M. . Real-time walking step timing adaptation by restricting duration decision for the first footstep. Advanced Robotics, v. 1, p. 1-22, 2020.
- GATTO, R. ; FORSTER, Carlos Henrique Quartucci . Audio-Based Machine Learning Model for Traffic Congestion Detection. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, p. 1-8, 2020.
- MAXIMO, MARCOS R. O. A.; AFONSO, RUBENS J. M. . Mixed-integer quadratic programming for automatic walking footstep placement, duration, and rotation. OPTIMAL CONTROL APPLICATIONS AND METHODS, v. n/a, p. oca.2601, 2020.
- AFONSO, RUBENS J.M. ; MAXIMO, MARCOS R.O.A. ; GALVÃO, ROBERTO K.H. . Task allocation and trajectory planning for multiple agents in the presence of obstacle and connectivity constraints with mixed-integer linear programming. INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, v. n/a, p. rnc.5092, 2020.
- VERRI, F. A. N. ; MARCONDES, C. A. C. ; LOUBACH, D. S. ; SBRUZZI, E. F. ; MARQUES, J. C. ; JUNIOR ; MAXIMO, M. R. O. A. ; CURTIS, V. V. . An Analysis on Tradable Permit Models for Last-Mile Delivery Drones. IEEE Access, v. 8, p. 186279-186290, 2020.
- OKUYAMA, I. F. ; MAXIMO, MARCOS R. O. A. ; AFONSO, RUBENS J. M. . Minimum-Time Trajectory Planning for a Differential Drive Mobile Robot Considering Non-slipping Constraints. JOURNAL OF CONTROL, AUTOMATION AND ELECTRICAL SYSTEMS, v. n/a, p. n/a, 2020.
- FERNANDES, GUILHERME C. G. ; DIAS, STIVEN S. ; MAXIMO, MARCOS R. O. A. ; BRUNO, MARCELO G. S. . Cooperative Localization for Multiple Soccer Agents Using Factor Graphs and Sequential Monte Carlo. IEEE Access, v. 8, p. 213168-213184, 2020.
- MAXIMO, MARCOS R. O. A.; RIBEIRO, CARLOS H. C. ; AFONSO, RUBENS J. M. . Real-time walking step timing adaptation by restricting duration decision for the first footstep. Advanced Robotics, v. n/a, p. 1-22, 2020.
- 2019
- GARCIA, LUIS PAULO F. ; LEHMANN, J. ; CARVALHO, ANDRÉ C P L F ; LORENA, A. C. . New label noise injection methods for the evaluation of noise filters. KNOWLEDGE-BASED SYSTEMS, v. 163, p. 693-704, 2019. Citações:7
- LORENA, A. C.; GARCIA, LUIS PAULO FAINA ; LEHMANN, J. ; SOUTO, M. C. P. ; HO, T. K. . How Complex Is Your Classification Problem?. ACM COMPUTING SURVEYS, v. 52, p. 1-34, 2019.
- TASINAFO, P. M. ; SANTOS, A. H. M. ; CAVALCANTE JUNIOR, E. ; Forster, Carlos ; SHIGEMURA, R. A. L. ; JACOMEL, R. ; PUGLIESE, V. U. ; IHA, B. K. V. ; CUNHA, Adilson Marques da ; GONCALVES, G. S. ; VIEIRA DIAS, L. A> . Determination of Forest Reserves Area Using Images Processed by Drones, Neural Networks and Monte Carlo Method.. Mathematics and Computer Science, v. 4, p. 112-129, 2019.
- DE CASTRO, PAULO ANDRE LIMA; TEODORO, ANDERSON R.B. . A Method to identify anomalies in stock market trading based on Probabilistic Machine Learning. Journal of Autonomous Intelligence, v. 2, p. 42, 2019.
- 2018
- PISANI, PAULO H. ; LORENA, ANA C ; CARVALHO, ANDRÉ C P L F . Adaptive Biometric Systems using Ensembles. IEEE INTELLIGENT SYSTEMS, v. PP, p. 1-7, 2018.
- Lorena, Ana C.; MACIEL, ARON I. ; DE MIRANDA, PÉRICLES B. C. ; Costa, Ivan G. ; PRUDÊNCIO, RICARDO B. C. . Data complexity meta-features for regression problems. MACHINE LEARNING, v. 107, p. 209-246, 2018.
- Lorena, Ana Carolina; CANUTO, ANNE MAGALY DE PAULA . Interdisciplinary Data Analysis. NEW GENERATION COMPUTING, v. 36, p. 1-3, 2018.
- QUITERIO, THAISE M. ; Lorena, Ana C. . Using Complexity Measures to Determine the Structure of Directed Acyclic Graphs in Multiclass Classification. APPLIED SOFT COMPUTING, v. 65, p. 428-442, 2018.
- Spolaôr, Newton ; LORENA, A. C. ; LEE, H. D. . Feature selection via Pareto multi-objective genetic algorithms. APPLIED ARTIFICIAL INTELLIGENCE, v. 31, p. 764-791, 2018.
- GHEDINI, C. G. ; RIBEIRO, C. H. C. ; SABATTINI, L. . Toward efficient adaptive ad-hoc multi-robot network topologies. Ad Hoc Networks, v. 74, p. 57-70, 2018.
- DE CASTRO, PAULO ANDRÉ LIMA; JUNIOR, RONALD ANNONI ; SICHMAN, Jaime Simão . Análise Autônoma de Investimento: Uma Abordagem Multiagente Discreta. REVISTA DE INFORMÁTICA TEÓRICA E APLICADA: RITA, v. 25, p. 23-38, 2018.
- Verri, Filipe Alves Neto; Urio, P. R. ; Zhao, L. . Advantages of Edge-Centric Collective Dynamics in Machine Learning Tasks. JOURNAL OF APPLIED NONLINEAR DYNAMICS, v. 7, p. 269-285, 2018.
- Neto, F. A.; Zhao, L. . Classificação de Alto Nível Baseada em Entropia da Rede. REVISTA ELETRÔNICA DE INICIAÇÃO CIENTÍFICA, v. 16, p. 1, 2018.
- SILVEIRA, GERALDO ; MIRISOLA, LUIZ ; MORIN, PASCAL . Decoupled Intensity-Based Nonmetric Visual Servo Control. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, v. 1, p. 1-8, 2018.