Priscila M. V. Lima

Orcid: 0000-0002-8515-9904

Affiliations:
  • Federal Rural University of Rio de Janeiro, Rio de Janeiro, Brazil


According to our database1, Priscila M. V. Lima authored at least 94 papers between 1990 and 2024.

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Bibliography

2024
Emissions Reporting Maturity Model: supporting cities to leverage emissions-related processes through performance indicators and artificial intelligence.
RAIRO Oper. Res., 2024

How do machines learn? Evaluating the AIcon2abs method.
CoRR, 2024

LogicNets vs. ULEEN : Comparing two novel high throughput edge ML inference techniques on FPGA.
Proceedings of the 67th IEEE International Midwest Symposium on Circuits and Systems, 2024

Soon Filter: Advancing Tiny Neural Architectures for High Throughput Edge Inference.
Proceedings of the International Joint Conference on Neural Networks, 2024

Differentiable Weightless Neural Networks.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
ULEEN: A Novel Architecture for Ultra-low-energy Edge Neural Networks.
ACM Trans. Archit. Code Optim., December, 2023

A conditional branch predictor based on weightless neural networks.
Neurocomputing, October, 2023

Dendrite-inspired Computing to Improve Resilience of Neural Networks to Faults in Emerging Memory Technologies.
Proceedings of the IEEE International Conference on Rebooting Computing, 2023

An FPGA-Based Weightless Neural Network for Edge Network Intrusion Detection.
Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2023

Sun Tracking using a Weightless Q-Learning Neural Network.
Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

WiSARD-based Ensemble Learning.
Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

COIN: Combinational Intelligent Networks.
Proceedings of the 34th IEEE International Conference on Application-specific Systems, 2023

2022
Functional gradient descent for <i>n</i>-tuple regression.
Neurocomputing, 2022

A WiSARD-based conditional branch predictor.
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022


Distributive Thermometer: A New Unary Encoding for Weightless Neural Networks.
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

LogicWiSARD: Memoryless Synthesis of Weightless Neural Networks.
Proceedings of the 33rd IEEE International Conference on Application-specific Systems, 2022

Weightless Neural Networks for Efficient Edge Inference.
Proceedings of the International Conference on Parallel Architectures and Compilation Techniques, 2022

2021
Neural-Symbolic Learning and Reasoning: A Survey and Interpretation.
Proceedings of the Neuro-Symbolic Artificial Intelligence: The State of the Art, 2021

Mapping a logical representation of TSP to quantum annealing.
Quantum Inf. Process., 2021

AI from Concrete to Abstract.
AI Soc., 2021

LCAD - UFES at FakeDeS 2021: Fake News Detection Using Named Entity Recognition and Part-of-Speech Sequences.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), 2021

Functional Gradient Descent for n-Tuple Regression.
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

A bag of nodes primer on weightless graph classification.
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

2020
Cost-effective, Energy-efficient, and Scalable Storage Computing for Large-scale AI Applications.
ACM Trans. Storage, 2020

Mapping graph coloring to quantum annealing.
Quantum Mach. Intell., 2020

Weightless Neural Networks as Memory Segmented Bloom Filters.
Neurocomputing, 2020

Extending the weightless WiSARD classifier for regression.
Neurocomputing, 2020

AI from concrete to abstract: demystifying artificial intelligence to the general public.
CoRR, 2020

wisardpkg - A library for WiSARD-based models.
CoRR, 2020

Using NER + ML to Automatically Detect Fake News.
Proceedings of the Intelligent Systems Design and Applications, 2020

Regression WiSARD application of controller on DC STATCOM converter under fault conditions.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

Weightless Neural Networks Applied to Nonintrusive Load Monitoring.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

A weightless regression system for predicting multi-modal empathy.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Detection of elementary particles with the WiSARD n-tuple classifier.
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

Interpretation of Model Agnostic Classifiers via Local Mental Images.
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

Fast Deep Neural Networks Convergence using a Weightless Neural Model.
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

2019
The Exact VC Dimension of the WiSARD n-Tuple Classifier.
Neural Comput., 2019

Action Units Classification Using ClusWiSARD.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Image Processing, 2019

Sensor Data Prediction techniques for nodes in IoT (poster).
Proceedings of the 22th International Conference on Information Fusion, 2019

Modeling Sparse Data as Input for Weightless Neural Network.
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

Prediction of palm oil production with an enhanced n-Tuple Regression Network.
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

Memory Efficient Weightless Neural Network using Bloom Filter.
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

2018
Playing with Robots Using Your Brain.
Proceedings of the 17th Brazilian Symposium on Computer Games and Digital Entertainment, SBGames 2018, Foz do Iguaçu, Brazil, October 29, 2018

Weightless Neural Network for High Frequency Trading.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Near-optimal facial emotion classification using a WiSARD-based weightless system.
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

2017
A universal multilingual weightless neural network tagger via quantitative linguistics.
Neural Networks, 2017

Prescription of rhythmic patterns for legged locomotion.
Neural Comput. Appl., 2017

Neural-Symbolic Learning and Reasoning: A Survey and Interpretation.
CoRR, 2017

Q-SATyrus: Mapping Neuro-symbolic Reasoning into an Adiabatic Quantum Computer.
Proceedings of the Twelfth International Workshop on Neural-Symbolic Learning and Reasoning, 2017

Evaluating weightless neural networks for bias identification on news.
Proceedings of the 14th IEEE International Conference on Networking, Sensing and Control, 2017

Ontology Alignment with Weightless Neural Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

Automatic crime report classi cation through a weightless neural network.
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

2016
Financial credit analysis via a clustering weightless neural classifier.
Neurocomputing, 2016

Semi-Supervised Classification of Social Textual Data Using WiSARD.
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

Evaluating Binary Encoding Techniques for WiSARD.
Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016

2015
Multilingual part-of-speech tagging with weightless neural networks.
Neural Networks, 2015

A WiSARD-based multi-term memory framework for online tracking of objects.
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

Real-Time Music Tracking Based on a Weightless Neural Network.
Proceedings of the Ninth International Conference on Complex, 2015

2014
A hyperbolic smoothing approach to the Multisource Weber problem.
J. Glob. Optim., 2014

A Method for Verifying the Consistency of Business Rules Using Alloy.
Proceedings of the 26th International Conference on Software Engineering and Knowledge Engineering, 2014

A legged central pattern generation model for autonomous gait transition.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Advances on Weightless Neural Systems.
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

Online tracking of multiple objects using WiSARD.
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

Credit analysis with a clustering RAM-based neural classifier.
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

Spatio-temporal Pattern Classification with KernelCanvas and WiSARD.
Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014

Extracting Semantic Information from Patent Claims Using Phrasal Structure Annotations.
Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014

2013
B-bleaching: Agile Overtraining Avoidance in the WiSARD Weightless Neural Classifier.
Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

WIPS: the WiSARD Indoor Positioning System.
Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

2012
A Weightless Neural Network-Based Approach for Stream Data Clustering.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

The Effect of Intelligent Escape on Distributed SER-Based Search.
Proceedings of the Computational Science and Its Applications - ICCSA 2012, 2012

A Dynamic Binding Mechanism for Retrieving and Unifying Complex Predicate-Logic Knowledge.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

Recognition of HIV-1 subtypes and antiretroviral drug resistance using weightless neural networks.
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011
Compact Crossbar Variable Binding for Neuro-Symbolic Computation.
Proceedings of the Seventh International Workshop on Neural-Symbolic Learning and Reasoning, 2011

Clustering data streams with weightless neural networks.
Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011

2010
Producing pattern examples from "mental" images.
Neurocomputing, 2010

A Distributed Dynamics for WebGraph Decontamination.
Proceedings of the Leveraging Applications of Formal Methods, Verification, and Validation, 2010

WANN-Tagger - A Weightless Artificial Neural Network Tagger for the Portuguese Language.
Proceedings of the ICFC-ICNC 2010, 2010

2009
Extracting fuzzy rules from "mental" images generated by a modified WISARD perceptron.
Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

A brief introduction to Weightless Neural Systems.
Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2008
Logical Reasoning via Satisfiability Mapped into Energy Functions.
Int. J. Pattern Recognit. Artif. Intell., 2008

Hardware Supported Synchronization Primitives for Clusters.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2008

The Influence of Order on a Large Bag of Words.
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008

2007
Logic as Energy: A SAT-Based Approach.
Proceedings of the Advances in Brain, 2007

2006
Uma Abordagem para a Transformação Automática do Modelo de Negócio em Modelo de Requisitos.
Proceedings of the Anais do WER06, 2006

RAPDIS: Um Processo MDA para Desenvolvimento de Sistemas de Informação.
Proceedings of the 3rd Brazilian Symposium on Information Systems, 2006

2005
SATyrus: A SAT-based Neuro-Symbolic Architecture for Constraint Processing.
Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

Mapping and Combining Combinatorial Problems into Energy Landscapes via Pseudo-Boolean Constraints.
Proceedings of the Brain, 2005

2004
Um Ambiente para Modelagem Organizacional Baseado em Regras de Negócio.
Proceedings of the 1st Brazilian Symposium on Information Systems, 2004

2001
A Goal-Driven Neural Propositional Interpreter.
Int. J. Neural Syst., 2001

Conjecturing the Cognitive Plausibility of an ANN Theorem-Prover.
Proceedings of the Connectionist Models of Neurons, 2001

2000
A Neural Propositional Reasoner that is Goal-Driven and Works without Pre-Compiled Knowledge.
Proceedings of the 6th Brazilian Symposium on Neural Networks (SBRN 2000), 2000

1994
Resolution-Based Inference with Artificial Neural Networks.
Proceedings of the ICLP 1994 Workshop W3: Logic and Reasoning with Neural Networks, 1994

1990
On the Distributed Parallel Simulation of Hopfield's Neural Networks.
Softw. Pract. Exp., 1990


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