Priscila M. V. Lima

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 41

Top Topics

Legged Locomotion

Tracking Of Multiple Objects

Network Intrusion

Symbolic Reasoning

Top Venues

IPDPS Workshops

Publications

Victor de A. Xavier, Felipe M. G. França, Priscila M. V. Lima
Emissions Reporting Maturity Model: supporting cities to leverage emissions-related processes through performance indicators and artificial intelligence. CoRR (2024)
Zachary Susskind, Aman Arora, Igor D. S. Miranda, Alan T. L. Bacellar, Luis A. Q. Villon, Rafael Fontella Katopodis, Leandro Santiago de Araújo, Diego L. C. Dutra, Priscila M. V. Lima, Felipe M. G. França, Maurício Breternitz, Lizy K. John
ULEEN: A Novel Architecture for Ultra-low-energy Edge Neural Networks. ACM Trans. Archit. Code Optim. 20 (4) (2023)
Zachary Susskind, Aman Arora, Igor D. S. Miranda, Alan T. L. Bacellar, Luis Armando Quintanilla Villon, Rafael Fontella Katopodis, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila M. V. Lima, Felipe M. G. França, Maurício Breternitz Jr., Lizy K. John
ULEEN: A Novel Architecture for Ultra Low-Energy Edge Neural Networks. CoRR (2023)
Lizy K. John, Felipe M. G. França, Subhasish Mitra, Zachary Susskind, Priscila M. V. Lima, Igor D. S. Miranda, Eugene B. John, Diego L. C. Dutra, Maurício Breternitz
Dendrite-inspired Computing to Improve Resilience of Neural Networks to Faults in Emerging Memory Technologies. ICRC (2023)
Zachary Susskind, Aman Arora, Alan T. L. Bacellar, Diego Leonel Cadette Dutra, Igor D. S. Miranda, Maurício Breternitz, Priscila M. V. Lima, Felipe M. G. França, Lizy K. John
An FPGA-Based Weightless Neural Network for Edge Network Intrusion Detection. FPGA (2023)
Igor D. S. Miranda, Aman Arora, Zachary Susskind, Josias S. A. Souza, Mugdha P. Jadhao, Luis A. Q. Villon, Diego L. C. Dutra, Priscila M. V. Lima, Felipe M. G. França, Maurício Breternitz, Lizy K. John
COIN: Combinational Intelligent Networks. ASAP (2023)
Luis A. Q. Villon, Zachary Susskind, Alan T. L. Bacellar, Igor D. S. Miranda, Leandro Santiago de Araújo, Priscila M. V. Lima, Maurício Breternitz, Lizy K. John, Felipe M. G. França, Diego Leonel Cadette Dutra
A conditional branch predictor based on weightless neural networks. Neurocomputing 555 (2023)
Rafael Fontella Katopodis, Priscila M. V. Lima, Felipe M. G. França
-tuple regression. Neurocomputing 500 (2022)
Igor D. S. Miranda, Aman Arora, Zachary Susskind, Luis Armando Quintanilla Villon, Rafael Fontella Katopodis, Diego Leonel Cadette Dutra, Leandro Santiago de Araújo, Priscila M. V. Lima, Felipe M. G. França, Lizy K. John, Maurício Breternitz
LogicWiSARD: Memoryless Synthesis of Weightless Neural Networks. ASAP (2022)
Zachary Susskind, Aman Arora, Igor D. S. Miranda, Luis Armando Quintanilla Villon, Rafael Fontella Katopodis, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila M. V. Lima, Felipe M. G. França, Maurício Breternitz, Lizy K. John
Weightless Neural Networks for Efficient Edge Inference. PACT (2022)
Alan T. L. Bacellar, Zachary Susskind, Luis A. Q. Villon, Igor D. S. Miranda, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Maurício Breternitz Jr., Lizy K. John, Priscila M. V. Lima, Felipe M. G. França
Distributive Thermometer: A New Unary Encoding for Weightless Neural Networks. ESANN (2022)
Luis A. Q. Villon, Zachary Susskind, Alan T. L. Bacellar, Igor D. S. Miranda, Leandro Santiago de Araújo, Priscila M. V. Lima, Maurício Breternitz Jr., Lizy K. John, Felipe M. G. França, Diego Leonel Cadette Dutra
A WiSARD-based conditional branch predictor. ESANN (2022)
Zachary Susskind, Alan T. L. Bacellar, Aman Arora, Luis A. Q. Villon, Renan Mendanha, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila M. V. Lima, Felipe M. G. França, Igor D. S. Miranda, Maurício Breternitz Jr., Lizy K. John
Pruning Weightless Neural Networks. ESANN (2022)
Carla Silva, Ana Aguiar, Priscila M. V. Lima, Inês Dutra
Mapping a logical representation of TSP to quantum annealing. Quantum Inf. Process. 20 (12) (2021)
Marcos A. Spalenza, Leopoldo Lusquino Filho, Felipe M. G. França, Priscila M. V. Lima, Elias de Oliveira
LCAD - UFES at FakeDeS 2021: Fake News Detection Using Named Entity Recognition and Part-of-Speech Sequences. IberLEF@SEPLN (2021)
Marcos A. Spalenza, Elias de Oliveira, Leopoldo Lusquino Filho, Priscila M. V. Lima, Felipe M. G. França
Using NER + ML to Automatically Detect Fake News. ISDA (2020)
Alan T. L. Bacellar, Brunno F. Goldstein, Victor da Cruz Ferreira, Leandro Santiago, Priscila M. V. Lima, Felipe M. G. França
Fast Deep Neural Networks Convergence using a Weightless Neural Model. ESANN (2020)
Aluizio Lima Filho, Gabriel P. Guarisa, Leopoldo Lusquino Filho, Luiz F. R. Oliveira, Carlos Alberto Nunes Cosenza, Felipe M. G. França, Priscila M. V. Lima
Interpretation of Model Agnostic Classifiers via Local Mental Images. ESANN (2020)
Leopoldo A. D. Lusquino Filho, Luiz F. R. Oliveira, Hugo C. C. Carneiro, Gabriel P. Guarisa, Aluizio Lima Filho, Felipe M. G. França, Priscila M. V. Lima
A weightless regression system for predicting multi-modal empathy. FG (2020)
Pedro Xavier, Massimo De Gregorio, Felipe M. G. França, Priscila M. V. Lima
Detection of elementary particles with the WiSARD n-tuple classifier. ESANN (2020)
Leopoldo Lusquino Filho, Luiz F. R. Oliveira, Aluizio Lima Filho, Gabriel P. Guarisa, Lucca M. Felix, Priscila M. V. Lima, Felipe M. G. França
Extending the weightless WiSARD classifier for regression. Neurocomputing 416 (2020)
Jae Young Do, Victor da Cruz Ferreira, Hossein Bobarshad, Mahdi Torabzadehkashi, Siavash Rezaei, Ali Heydarigorji, Diego Fonseca Pereira de Souza, Brunno F. Goldstein, Leandro Santiago, Min Soo Kim, Priscila M. V. Lima, Felipe M. G. França, Vladimir Castro Alves
Cost-effective, Energy-efficient, and Scalable Storage Computing for Large-scale AI Applications. ACM Trans. Storage 16 (4) (2020)
Leandro Santiago, Letícia Dias Verona, Fábio Medeiros Rangel, Fabrício Firmino de Faria, Daniel S. Menasché, Wouter Caarls, Maurício Breternitz Jr., Sandip Kundu, Priscila M. V. Lima, Felipe M. G. França
Weightless Neural Networks as Memory Segmented Bloom Filters. Neurocomputing 416 (2020)
Carla Silva, Ana Aguiar, Priscila M. V. Lima, Inês Dutra
Mapping graph coloring to quantum annealing. Quantum Mach. Intell. 2 (2) (2020)
Raphael N. C. B. Rocha, Leopoldo Lusquino Filho, Mauricio Aredes, Felipe M. G. França, Priscila M. V. Lima
Regression WiSARD application of controller on DC STATCOM converter under fault conditions. IPDPS Workshops (2020)
Guilherme C. De Lello, Juliano F. Caldeira, Mauricio Aredes, Felipe M. G. França, Priscila M. V. Lima
Weightless Neural Networks Applied to Nonintrusive Load Monitoring. IPDPS Workshops (2020)
Aluizio S. Lima Filho, Gabriel P. Guarisa, Leopoldo Lusquino Filho, Luiz F. R. Oliveira, Felipe M. G. França, Priscila M. V. Lima
wisardpkg - A library for WiSARD-based models. CoRR (2020)
Leopoldo Lusquino Filho, Gabriel Antoine Louis Paillard, Luiz F. R. Oliveira, Aluizio Lima Filho, Felipe M. G. França, Priscila M. V. Lima
Action Units Classification Using ClusWiSARD. ICANN (3) (2019)
Luis Filipe Kopp, Gabriel Martins de Oliveira Costa, Claudio M. de Farias, Priscila M. V. Lima, Luiz F. R. C. Carmo
Sensor Data Prediction techniques for nodes in IoT (poster). FUSION (2019)
Hugo C. C. Carneiro, Carlos Eduardo Pedreira, Felipe M. G. França, Priscila M. V. Lima
The Exact VC Dimension of the WiSARD n-Tuple Classifier. Neural Comput. 31 (1) (2019)
Samara A. Alves, Wouter Caarls, Priscila M. V. Lima
Weightless Neural Network for High Frequency Trading. IJCNN (2018)
Leopoldo Lusquino Filho, Felipe M. G. França, Priscila M. V. Lima
Near-optimal facial emotion classification using a WiSARD-based weightless system. ESANN (2018)
Priscila M. V. Lima
Q-SATyrus: Mapping Neuro-symbolic Reasoning into an Adiabatic Quantum Computer. NeSy (2017)
Rafael Dutra Cavalcanti, Priscila M. V. Lima, Massimo De Gregorio, Daniel Sadoc Menasché
Evaluating weightless neural networks for bias identification on news. ICNSC (2017)
Zhijun Yang, Daqiang Zhang, Marlon Rocha, Priscila M. V. Lima, Mehmet Karamanoglu, Felipe M. G. França
Prescription of rhythmic patterns for legged locomotion. Neural Comput. Appl. 28 (11) (2017)
Hugo C. C. Carneiro, Carlos Eduardo Pedreira, Felipe M. G. França, Priscila M. V. Lima
A universal multilingual weightless neural network tagger via quantitative linguistics. Neural Networks 91 (2017)
Douglas de O. Cardoso, Danilo S. Carvalho, Daniel S. F. Alves, Diego Fonseca Pereira de Souza, Hugo C. C. Carneiro, Carlos Eduardo Pedreira, Priscila M. V. Lima, Felipe M. G. França
Financial credit analysis via a clustering weightless neural classifier. Neurocomputing 183 (2016)
Fábio Medeiros Rangel, Fabrício Firmino de Faria, Priscila M. V. Lima, Jonice Oliveira
Semi-Supervised Classification of Social Textual Data Using WiSARD. ESANN (2016)
Diego Fonseca Pereira de Souza, Felipe Maia Galvão França, Priscila M. V. Lima
Real-Time Music Tracking Based on a Weightless Neural Network. CISIS (2015)
Hugo C. C. Carneiro, Felipe M. G. França, Priscila M. V. Lima
Multilingual part-of-speech tagging with weightless neural networks. Neural Networks 66 (2015)
Daniel Nascimento, Rafael Lima de Carvalho, Félix Mora-Camino, Priscila M. V. Lima, Felipe M. G. França
A WiSARD-based multi-term memory framework for online tracking of objects. ESANN (2015)
Douglas de O. Cardoso, Danilo S. Carvalho, Daniel S. F. Alves, Diego Fonseca Pereira de Souza, Hugo C. C. Carneiro, Carlos Eduardo Pedreira, Priscila M. V. Lima, Felipe M. G. França
Credit analysis with a clustering RAM-based neural classifier. ESANN (2014)
Rafael Lima de Carvalho, Danilo S. Carvalho, Priscila M. V. Lima, Félix Mora-Camino, Felipe M. G. França
Online tracking of multiple objects using WiSARD. ESANN (2014)
Zhijun Yang, Marlon Rocha, Priscila M. V. Lima, Mehmet Karamanoglu, Felipe Maia Galvão França
A legged central pattern generation model for autonomous gait transition. IJCNN (2014)
Vinicius Layter Xavier, Felipe M. G. França, Adilson Elias Xavier, Priscila M. V. Lima
A hyperbolic smoothing approach to the Multisource Weber problem. J. Glob. Optim. 60 (1) (2014)
Massimo De Gregorio, Felipe M. G. França, Priscila M. V. Lima, Wilson Rosa de Oliveira
Advances on Weightless Neural Systems. ESANN (2014)
Douglas de O. Cardoso, João Gama, Massimo De Gregorio, Felipe M. G. França, Maurizio Giordano, Priscila M. V. Lima
WIPS: the WiSARD Indoor Positioning System. ESANN (2013)
Danilo S. Carvalho, Hugo C. C. Carneiro, Felipe M. G. França, Priscila M. V. Lima
B-bleaching: Agile Overtraining Avoidance in the WiSARD Weightless Neural Classifier. ESANN (2013)
Gadi Pinkas, Priscila M. V. Lima, Shimon Cohen
A Dynamic Binding Mechanism for Retrieving and Unifying Complex Predicate-Logic Knowledge. ICANN (1) (2012)
Caio Souza, Flavio Nobre, Priscila M. V. Lima, Robson Silva, Rodrigo Brindeiro, Felipe M. G. França
Recognition of HIV-1 subtypes and antiretroviral drug resistance using weightless neural networks. ESANN (2012)
Daniel S. F. Alves, Felipe M. G. França, Luiza de Macedo Mourelle, Nadia Nedjah, Priscila M. V. Lima
The Effect of Intelligent Escape on Distributed SER-Based Search. ICCSA (1) (2012)
Douglas de O. Cardoso, Priscila M. V. Lima, Massimo De Gregorio, João Gama, Felipe M. G. França
Clustering data streams with weightless neural networks. ESANN (2011)
Gadi Pinkas, Priscila M. V. Lima, Shimon Cohen
Compact Crossbar Variable Binding for Neuro-Symbolic Computation. NeSy (2011)
Bruno P. A. Grieco, Priscila M. V. Lima, Massimo De Gregorio, Felipe M. G. França
Producing pattern examples from "mental" images. Neurocomputing 73 (7-9) (2010)
Vanessa C. F. Gonçalves, Priscila M. V. Lima, Nelson Maculan, Felipe M. G. França
A Distributed Dynamics for WebGraph Decontamination. ISoLA (1) (2010)
Hugo C. C. Carneiro, Felipe M. G. França, Priscila M. V. Lima
WANN-Tagger - A Weightless Artificial Neural Network Tagger for the Portuguese Language. IJCCI (ICFC-ICNC) (2010)
Alberto Ferreira de Souza, Sotério Ferreira de Souza, Claudio Luis de Amorim, Priscila M. V. Lima, Peter Rounce
Hardware Supported Synchronization Primitives for Clusters. PDPTA (2008)
Felipe G. Dias, Gisele P. Morgado, Alissandra E. Martins, Célia M. Seabra, Denis Silva da Silveira, Antonio J. Alencar, Priscila M. V. Lima, Eber A. Schmitz
Um Ambiente para Modelagem Organizacional Baseado em Regras de Negócio. SBSI (2004)