Elaine Ribeiro de Faria

23 papers B 2C 1Journal 8Unranked 12
YearRankTypeTitle / Venue / Authors
2026 — conf
Backrooms-Llama: A Specific Domain Small Language Model for Computational Storytelling.
ICAART (3)
Roxanne Silva Julia, Rita Maria da Silva Julia, Marcelo Zanchetta do Nascimento, Elaine Ribeiro de Faria
2026 — conf
Evaluating Translation Models and LLMs in Poetic Texts.
ICAART (3)
Beatriz Ribeiro Borges, Paulo Henrique Ribeiro Gabriel, Elaine Ribeiro de Faria
2025 J jnl
A Survey of Data Stream-Based Intrusion Detection Systems.
IEEE Access
Rodrigo Sanches Miani, Gustavo Di Giovanni Bernardo, Guilherme Weigert Cassales, Hermes Senger, Elaine Ribeiro de Faria
2025 J jnl
A Systematic Literature Review on Multi-label Data Stream Classification.
CoRR
H. Freire-Oliveira, Elaine Ribeiro de Faria, João Gama, Latifur Khan, Ricardo Cerri
2025 J jnl
ARM-stream: active recovery of miscategorizations in clustering-based data stream classifiers.
Data Min. Knowl. Discov.
Douglas Monteiro Cavalcanti, Ricardo Cerri, Elaine Ribeiro de Faria
2025 — conf
Drift Dataset Generator for Evaluating Flow-Based Intrusion Detection Systems.
CCNC
Gustavo Di Giovanni Bernardo, Elaine Ribeiro de Faria, Rodrigo Sanches Miani
2024 J jnl
SDS-MDBScan: Assigning a meaning to changes in data stream scenarios based on the statistical calculation of the data semantic trends.
Expert Syst. Appl.
Eldane Vieira Junior, Rita Maria da Silva Julia, Elaine Ribeiro de Faria
2023 J jnl
Model update for intrusion detection: Analyzing the performance of delayed labeling and active learning strategies.
Comput. Secur.
Gilberto Olimpio, Lásaro J. Camargos, Rodrigo Sanches Miani, Elaine Ribeiro de Faria
2022 — conf
A method for analysis of human temperament in contrast to social network data.
WebMedia
Lara Mondini Martins, Cássio de Alcantara, Maria Camila Nardini Barioni, Luiz Carlos de Oliveira Júnior, Elaine Ribeiro de Faria
2021 — conf
An analysis of violence against women based on victims' reports.
SBSI
Isabella Tannús Corrêa, Elaine Ribeiro de Faria
2021 B conf
Intrusion Detection over Network Packets using Data Stream Classification Algorithms.
ICTAI
Gilberto Olimpio, Pedro F. C. Silva, Lásaro J. Camargos, Rodrigo Sanches Miani, Elaine Ribeiro de Faria
2020 — conf
Adapting the Markov Chain based Algorithm M-DBScan to Detect Opponents' Strategy Changes in the Dynamic Scenario of a StarCraft Player Agent.
ICAART (2)
Eldane Vieira Junior, Rita Maria da Silva Julia, Elaine Ribeiro de Faria
2020 J jnl
Evaluating the Performance of Twitter-based Exploit Detectors.
CoRR
Daniel Alves de Sousa, Elaine Ribeiro de Faria, Rodrigo Sanches Miani
2019 B conf
Ensemble Clustering for Novelty Detection in Data Streams.
DS
Kemilly Dearo Garcia, Elaine Ribeiro de Faria, Cláudio Rebelo de Sá, João Mendes-Moreira, Charu C. Aggarwal, André C. P. L. F. de Carvalho, Joost N. Kok
2019 C conf
IDSA-IoT: An Intrusion Detection System Architecture for IoT Networks.
ISCC
Guilherme Weigert Cassales, Hermes Senger, Elaine Ribeiro de Faria, Albert Bifet
2019 — conf
Mining Data Stream to Detect Behavior Change in a Real-Time Strategy Game.
MLDM (1)
Eldane Vieira Junior, Rita Maria da Silva Julia, Elaine Ribeiro de Faria
2019 — conf
Novelty Detection for Multi-Label Stream Classification.
BRACIS
Joel D. Costa Júnior, Elaine Ribeiro de Faria, Jonathan de Andrade Silva, João Gama, Ricardo Cerri
2018 — conf
Study and Characterization of the Main Tools for Human Activity Recognition using Accelerometer Sensors.
SBSI
Daniela Giacomelli, Elaine Ribeiro de Faria
2016 J jnl
MINAS: multiclass learning algorithm for novelty detection in data streams.
Data Min. Knowl. Discov.
Elaine Ribeiro de Faria, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama
2015 J jnl
Evaluation of Multiclass Novelty Detection Algorithms for Data Streams.
IEEE Trans. Knowl. Data Eng.
Elaine Ribeiro de Faria, Isabel Ribeiro Gonçalves, João Gama, André Carlos Ponce de Leon Ferreira de Carvalho
2015 — conf
IKB-MS: A Collaborative Filtering Approach Associated with Human Visual Attention for Clothing Recommendation.
WebMedia
Emilia Alves Nogueira, Ernani Viriato de Melo, Elaine Ribeiro de Faria, Denise Guliato
2005 — conf
Segmentation and Centromere Locating Methods Applied to Fish Chromosomes Images.
BSB
Elaine Ribeiro de Faria, Denise Guliato, Jean Carlo de Sousa Santos
2004 — conf
Segmentação de Cromossomos de Peixe Usando Conjuntos Difusos.
WOB
Elaine Ribeiro de Faria, Denise Guliato, Jean Carlo de Sousa Santos, Sandra Morelli