Lívia Almada Cruz

25 papers B 4C 1Journal 5Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Interpretability of Machine Learning Models for Cardiac Arrhythmia Classification. SBSI Bruno Torres Marques, Regis Pires Magalhães, Lívia Almada Cruz, João Paulo do Vale Madeiro, César Lincoln C. Mattos, José A. F. de Macêdo
2025	J	`jnl`	Machine Learning methods and models to predict food insecurity levels for families in Ceará, Brazil, based on employment, housing and other social indicators. J. Braz. Comput. Soc. Ticiana L. Coelho da Silva, Lara Sucupira Furtado, Guilherme Sales Fernandes, José Antônio Fernandes de Macêdo, Lívia Almada Cruz, Regis Pires Magalhães, Laécia Gretha Amorim Gomes
2025	—	`conf`	RS4: Restricted Search Space for Snippet Selection. BRACIS (2) Guilherme Sales Fernandes, Lucas Gaspar Peres, Lívia Almada Cruz, Regis Pires Magalhães, José A. F. de Macêdo
2025	—	`conf`	Unsupervised Motif and Discord Discovery in ECG. ICEIS (1) Lucas Peres, Lívia Almada Cruz, Ticiana L. Coelho da Silva, Regis Pires Magalhães, João Paulo Madeiro, José A. F. de Macêdo
2024	—	`conf`	From Text to Locations: Repurposing Language Models for Spatial Trajectory Similarity Assessment. SBBD Wilken Charles Dantas Melo, Lívia Almada Cruz, Francesco Lettich, Ticiana L. Coelho da Silva, Regis Pires Magalhães
2023	J	`jnl`	An analytical citizen relation management system (CZRM) for social vulnerability mapping and policy recommendation in Brazil. Decis. Support Syst. Lara Sucupira Furtado, Gustavo Moura, Daniel Jean Rodrigues Vasconcelos, Guilherme Sales Fernandes, Lívia Almada Cruz, Regis Pires Magalhães, Ticiana L. Coelho da Silva
2023	B	`conf`	Automatic Machine Learning Applied to Electrical Biosignals: A Selective Review. e-Science João Araújo Castelo Branco, Bruno Torres Marques, Lívia Almada Cruz, Regis Pires Magalhães, José Antônio Fernandes de Macêdo
2023	—	`conf`	Direct One-to-All Lead Conversion on 12-Lead Electrocardiogram. PKDD/ECML Workshops (4) Samir Braga Chaves, José Antônio Fernandes de Macêdo, Regis Pires Magalhães, Lívia Almada Cruz, Bruna Raynara Maia Batista
2023	—	`conf`	Predição de tempo restante para conclusão de processos de negócio utilizando aprendizado profundo. SBBD Ronildo Oliveira da Silva, Regis Pires Magalhães, Lívia Almada Cruz, Críston Pereira de Souza, Davi Romero de Vasconcelos, José Antônio Fernandes de Macêdo
2022	J	`jnl`	Evaluation of Automatic Speech Recognition Approaches. J. Inf. Data Manag. Regis Pires Magalhães, Daniel Jean Rodrigues Vasconcelos, Guilherme Sales Fernandes, Lívia Almada Cruz, Matheus Xavier Sampaio, José Antônio Fernandes de Macêdo, Ticiana Linhares Coelho da Silva
2022	—	`conf`	Large-scale Translation to Enable Response Selection in Low Resource Languages: A COVID-19 Chatbot Experiment. SBBD Lucas Almeida Aguiar, Lívia Almada Cruz, Ticiana L. Coelho da Silva, Rafael Augusto Ferreira do Carmo, Matheus Henrique Esteves Paixão
2022	J	`jnl`	Modeling Trajectories Obtained from External Sensors for Location Prediction via NLP Approaches. Sensors Lívia Almada Cruz, Ticiana Linhares Coelho da Silva, Regis Pires Magalhães, Wilken Charles Dantas Melo, Matheus G. Cordeiro, José Antônio Fernandes de Macêdo, Karine Zeitouni
2021	—	`conf`	A Chat Recommender System for COVID-19 Support based in Textual Sentence Embeddings. WI/IAT (Workshop/Special Session) Saulo Mendes de Melo, André Lima Férrer de Almeida, Lívia Almada Cruz, Ticiana Linhares Coelho da Silva
2021	C	`conf`	A Natural Language Understanding Model COVID-19 based for chatbots. BIBE Valmir Oliveira Dos Santos Júnior, João Araújo Castelo Branco, Marcos Antonio de Oliveira, Ticiana L. Coelho da Silva, Lívia Almada Cruz, Regis Pires Magalhães
2021	—	`conf`	Evaluation of Automatic Speech Recognition Systems. SBBD Matheus Xavier Sampaio, Regis Pires Magalhães, Ticiana Linhares Coelho da Silva, Lívia Almada Cruz, Davi Romero de Vasconcelos, José Antônio Fernandes de Macêdo, Marianna Gonçalves Fontenele Ferreira
2021	J	`jnl`	Location prediction: a deep spatiotemporal learning from external sensors data. Distributed Parallel Databases Lívia Almada Cruz, Karine Zeitouni, Ticiana Linhares Coelho da Silva, José Antônio Fernandes de Macêdo, José Soares da Silva
2021	B	`conf`	Predicting the Next Location for Trajectories From Stolen Vehicles. ICTAI José S. da Silva Neto, Ticiana L. Coelho da Silva, Lívia Almada Cruz, Vinicius Monteiro de Lira, José Antônio Fernandes de Macêdo, Regis Pires Magalhães, Lucas Gaspar Peres
2019	—	`conf`	Enrichment of dictionaries to improve the automatic classification of feelings in postings related to the use of systems. SBSI Afonso Matheus Sousa Lima, Marília Soares Mendes, Lívia Almada Cruz
2019	B	`conf`	TrajSense: Trajectory Prediction from Sparse and Missing External Sensor Data. MDM Lívia Almada Cruz, Karine Zeitouni, José Antônio Fernandes de Macêdo, Igo Ramalho Brilhante
2019	B	`conf`	Trajectory Prediction from a Mass of Sparse and Missing External Sensor Data. MDM Lívia Almada Cruz, Karine Zeitouni, José Antônio Fernandes de Macêdo
2018	—	`conf`	Trajectory Prediction from External Sensor Data using Recurrent Neural Networks. BDCSIntell Lívia Almada Cruz, Karine Zeitouni, José A. F. de Macêdo
2017	—	`conf`	A Distributed Framework for Large-Scale Time-Dependent Graph Analysis. TD-LSG@PKDD/ECML Wissem Inoubli, Lívia Almada Cruz, Ticiana Linhares Coelho da Silva, Gustavo Coutinho, Lucas Peres, Regis Pires Magalhães, José Antônio Fernandes de Macêdo, Sabeur Aridhi, Engelbert Mephu Nguifo
2017	—	`conf`	Finding the Nearest Service Provider on Time-Dependent Road Networks. TD-LSG@PKDD/ECML Lívia Almada Cruz, Francesco Lettich, Leopoldo Soares Júnior, Regis Pires Magalhães, José Antônio Fernandes de Macêdo
2013	—	`conf`	A Gravity Model for Speed Estimation over Road Network. MDM (2) Paolo Cintia, Roberto Trasarti, José Antônio Fernandes de Macêdo, Lívia Almada Cruz, Camila Ferreira Costa
2013	—	`conf`	Estimating Time-Dependent speed functions using a Gravity Model over Road Network. SEBD Paolo Cintia, Roberto Trasarti, Camila Ferreira Costa, Lívia Almada Cruz, José Antônio Fernandes de Macêdo