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Journal Articles
- 2024
[j14]Anselmo Ramalho Pitombeira Neto
, Helano P. Santos, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo:
Trajectory modeling via random utility inverse reinforcement learning. Inf. Sci. 660: 120128 (2024)- 2023
- [j13]Lara Sucupira Furtado, Gustavo Moura, Daniel Jean Rodrigues Vasconcelos, Guilherme Sales Fernandes, Lívia Almada Cruz, Regis Pires Magalhães, Ticiana L. Coelho da Silva:
An analytical citizen relation management system (CZRM) for social vulnerability mapping and policy recommendation in Brazil. Decis. Support Syst. 172: 113995 (2023) - 2022
- [j12]Matheus G. Cordeiro, Catherine Markert, Sayonara S. Araújo, Nídia G. S. Campos, Rubens S. Gondim, Ticiana L. Coelho da Silva, Atslands Rego da Rocha:
Towards Smart Farming: Fog-enabled intelligent irrigation system using deep neural networks. Future Gener. Comput. Syst. 129: 115-124 (2022) - [j11]Bárbara Stéphanie Neves Oliveira, Andreza Fernandes de Oliveira, Vinicius Monteiro de Lira, Ticiana Linhares Coelho da Silva, José Antônio Fernandes de Macêdo:
HELD: Hierarchical entity-label disambiguation in named entity recognition task using deep learning. Intell. Data Anal. 26(3): 637-657 (2022) - [j10]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:
Evaluation of Automatic Speech Recognition Approaches. J. Inf. Data Manag. 13(3) (2022) - [j9]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:
Modeling Trajectories Obtained from External Sensors for Location Prediction via NLP Approaches. Sensors 22(19): 7475 (2022) - 2021
- [j8]Ricardo Lopes de Andrade, Leandro Chaves Rêgo, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Wellington C. P. Silva:
Energy disruptive centrality with an application to criminal network. Commun. Nonlinear Sci. Numer. Simul. 99: 105834 (2021) - [j7]Lívia Almada Cruz, Karine Zeitouni, Ticiana Linhares Coelho da Silva, José Antônio Fernandes de Macêdo, José Soares da Silva:
Location prediction: a deep spatiotemporal learning from external sensors data. Distributed Parallel Databases 39(1): 259-280 (2021) - [j6]Spencer P. Chainey, Jhonata A. S. Matias, Francisco C. F. Nunes Junior, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Regis Pires Magalhães, José F. de Queiroz Neto, Wellington C. P. Silva:
Improving the Creation of Hot Spot Policing Patrol Routes: Comparing Cognitive Heuristic Performance to an Automated Spatial Computation Approach. ISPRS Int. J. Geo Inf. 10(8): 560 (2021) - 2020
- [j5]Andrei B. B. Torres, Atslands Rego da Rocha, Ticiana L. Coelho da Silva, José N. de Souza, Rubens S. Gondim:
Multilevel data fusion for the internet of things in smart agriculture. Comput. Electron. Agric. 171: 105309 (2020) - [j4]Nídia G. S. Campos, Atslands Rego da Rocha, Rubens S. Gondim, Ticiana L. Coelho da Silva, Danielo G. Gomes:
Smart & Green: An Internet-of-Things Framework for Smart Irrigation. Sensors 20(1): 190 (2020) - 2019
- [j3]Dieinison Jack Freire Braga, Ticiana L. Coelho da Silva, Atslands Rego da Rocha, Gustavo Coutinho, Regis Pires Magalhães, Paulo T. Guerra, José A. F. de Macêdo, Simone D. J. Barbosa:
Time Series Forecasting to Support Irrigation Management. J. Inf. Data Manag. 10(2): 66-80 (2019) - 2018
- [j2]George A. M. Gomes, Emanuele Marques dos Santos, Creto Augusto Vidal, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo:
Real-time discovery of hot routes on trajectory data streams using interactive visualization based on GPU. Comput. Graph. 76: 129-141 (2018) - 2013
- [j1]Ticiana L. Coelho da Silva, Mario A. Nascimento, José Antônio Fernandes de Macêdo, Flávio R. C. Sousa, Javam C. Machado:
Non-Intrusive Elastic Query Processing in the Cloud. J. Comput. Sci. Technol. 28(6): 932-947 (2013)
Conference and Workshop Papers
- 2023
- [c46]Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Regis Pires Magalhães:
Tracking the Evolution of Covid-19 Symptoms through Clinical Conversations. ClinicalNLP@ACL 2023: 41-47 - [c45]José Alan Firmiano Araújo, Ticiana L. Coelho da Silva, Atslands Rego da Rocha, Vinicius Monteiro de Lira:
Police Report Similarity Search: A Case Study. BRACIS (3) 2023: 394-409 - 2022
- [c44]Breno Dourado Sá, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo:
Enhancing Geocoding of Adjectival Toponyms With Heuristics. PoliticalNLP@LREC 2022: 37-45 - [c43]Lucas Almeida Aguiar, Lívia Almada Cruz, Ticiana L. Coelho da Silva, Rafael Augusto Ferreira do Carmo, Matheus Henrique Esteves Paixão:
Large-scale Translation to Enable Response Selection in Low Resource Languages: A COVID-19 Chatbot Experiment. SBBD 2022: 203-215 - 2021
- [c42]Valmir Oliveira Dos Santos Júnior, João Araújo Castelo Branco, Marcos Antonio de Oliveira, Ticiana L. Coelho da Silva, Lívia Almada Cruz, Regis Pires Magalhães:
A Natural Language Understanding Model COVID-19 based for chatbots. BIBE 2021: 1-7 - [c41]Nicksson Ckayo Arrais de Freitas, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Leopoldo Melo Junior:
Using deep learning for trajectory classification in imbalanced dataset. FLAIRS 2021 - [c40]Nicksson C. A. Freitas, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Leopoldo Melo Junior, Matheus G. Cordeiro:
Using Deep Learning for Trajectory Classification. ICAART (2) 2021: 664-671 - [c39]Alan Firmiano, Ticiana L. Coelho da Silva:
Identifying Duplicate Police Reports. ICMLA 2021: 244-247 - [c38]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:
Predicting the Next Location for Trajectories From Stolen Vehicles. ICTAI 2021: 452-456 - [c37]Nicksson Ckayo Arrais de Freitas, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Luís César M. de Vasconcelos, Francisco C. F. Nunes Junior:
Crime Monitor: Monitoring Criminals from Trajectory Data. MDM 2021: 225-228 - [c36]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:
Evaluation of Automatic Speech Recognition Systems. SBBD 2021: 301-306 - [c35]Saulo Mendes de Melo, André Lima Férrer de Almeida, Lívia Almada Cruz, Ticiana Linhares Coelho da Silva:
A Chat Recommender System for COVID-19 Support based in Textual Sentence Embeddings. WI/IAT (Workshop/Special Session) 2021: 248-252 - 2020
- [c34]Abelardo Vieira Mota, Ticiana Linhares Coelho da Silva, José Antônio Fernandes de Macêdo:
Template-Based Multi-solution Approach for Data-to-Text Generation. ADBIS 2020: 157-170 - [c33]Felipe Zschornack Rodrigues Saraiva, Ticiana Linhares Coelho da Silva, José Antônio Fernandes de Macêdo:
Aspect Term Extraction Using Deep Learning Model with Minimal Feature Engineering. CAiSE 2020: 185-198 - [c32]Luís Gustavo Coutinho do Rêgo, Ticiana Linhares Coelho da Silva, Regis Pires Magalhães, José Antônio Fernandes de Macêdo, Wellington Clay Porcino Silva:
Exploiting points of interest for predictive policing. ARIC@SIGSPATIAL 2020: 20-28 - [c31]Felipe Melo Soares, Ticiana L. Coelho da Silva, José A. F. de Macêdo:
Sentence Compression on Domains with Restricted Labeled Data Availability. ICAART (2) 2020: 130-140 - [c30]Erick L. Trentini, Ticiana L. Coelho da Silva, Leopoldo Melo Junior, José A. F. de Macêdo:
Model-centered Ensemble for Anomaly Detection in Time Series. ICAART (2) 2020: 700-707 - [c29]Andrio Rodrigo Corrêa da Silva, Iális Cavalcante de Paula Júnior, Ticiana Linhares Coelho da Silva, José Antônio Fernandes de Macêdo, Wellington Clay Porcino Silva:
Prediction of crime location in a brazilian city using regression techniques. ICTAI 2020: 331-336 - [c28]Madson L. D. Dias, César Lincoln C. Mattos, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Wellington C. P. Silva:
Anomaly Detection in Trajectory Data with Normalizing Flows. IJCNN 2020: 1-8 - [c27]Ticiana L. Coelho da Silva, Francesco Lettich, José Antônio Fernandes de Macêdo, Karine Zeitouni, Marco A. Casanova:
Online Clustering of Trajectories in Road Networks. MDM 2020: 99-108 - 2019
- [c26]Ticiana L. Coelho da Silva, Regis Pires Magalhães, José A. F. de Macêdo, David Araújo, Natanael Araújo, Vinícius Teixeira de Melo, Pedro Olímpio, Paulo A. L. Rego, Aloisio Vieira Lira Neto:
Improving Named Entity Recognition using Deep Learning with Human in the Loop. EDBT 2019: 594-597 - [c25]Lucas Peres, Ticiana L. Coelho da Silva, José A. F. de Macêdo, David Araújo:
Virtualized Ontology Query By Example. ER Forum/Posters/Demos 2019: 148-153 - [c24]Lucas Peres, Ticiana L. Coelho da Silva, José A. F. de Macêdo, David Araújo:
Ontology-Schema Based Query by Example. ER 2019: 204-212 - [c23]Francisco C. F. Nunes Junior, Ticiana L. Coelho da Silva, José F. de Queiroz Neto, José Antônio Fernandes de Macêdo, Wellington Clay Porcino:
A Novel Approach to Approximate Crime Hotspots to the Road Network. PredictGIS@SIGSPATIAL 2019: 53-61 - [c22]Dieinison Jack Freire Braga, Leodécio Braz S. S., Críston Pereira de Souza, Ticiana L. Coelho da Silva:
Handbags Classication Model via Deep Learning. MLDM (1) 2019: 176-187 - [c21]Ticiana L. Coelho da Silva, Natanael da Silva Araujú, José Antônio Fernandes de Macêdo, David Araújo, Felipe Melo Soares, Paulo A. L. Rego, Aloisio Vieira Lira Neto:
Novel approach for Label Disambiguation via Deep Learning. MLDM (2) 2019: 431-442 - 2018
- [c20]Dieinison Jack Freire Braga, Ticiana L. Coelho da Silva, Atslands Rego da Rocha, Gustavo Coutinho, Regis Pires Magalhães, Paulo T. Guerra, José A. F. de Macêdo:
Time Series Forecasting for Purposes of Irrigation Management Process. SBBD 2018: 217-222 - [c19]Jordão M. de Souza, Ticiana L. Coelho da Silva, Críston Pereira de Souza, Carla Ilane Moreira Bezerra, Lincoln S. Rocha, José Antônio Fernandes de Macêdo:
Investigando a Relação das Refatorações de Código com os Sentimentos de Mensagens de Commit. SBBD 2018: 253-258 - [c18]Felipe Anderson O. Maciel, Antonio Rafael Braga, Rhaniel M. Xavier, Ticiana L. Coelho da Silva, Breno M. Freitas, Danielo G. Gomes:
Data Mining to Characterize Seasonal Patterns of Apis mellifera Honey Bee Colonies. SBSI 2018: 38:1-38:8 - [c17]Ticiana L. Coelho da Silva, Regis Pires Magalhães, Igo Ramalho Brilhante, José A. F. de Macêdo, David Araújo, Paulo A. L. Rego, Aloisio Vieira Lira Neto:
Big Data Analytics Technologies and Platforms: A Brief Review. LADaS@VLDB 2018: 25-32 - 2017
- [c16]Samara Martins do Nascimento, José Antônio Fernandes de Macêdo, Hélio Côrtes Vieira Lopes, Ticiana L. Coelho da Silva, Marco Antonio Casanova, Javam de Castro Machado:
On computing travel time functions from Trajectory Data Streams. IWGS@SIGSPATIAL 2017: 11-20 - [c15]Hinessa Dantas Caminha, Ticiana L. Coelho da Silva, Atslands Rego da Rocha, Sílvio Carlos R. Vieira Lima:
Estimating Reference Evapotranspiration using Data Mining Prediction Models and Feature Selection. ICEIS (1) 2017: 272-279 - [c14]Thársis Salathiel de Souza Viana, Marcos Antonio de Oliveira, Ticiana Linhares Coelho da Silva, Mário Sérgio Rodrigues Falcão Júnior, Enyo José Tavares Gonçalves:
Textual Analysis for the Protection of Children and Teenagers in Social Media - Classification of Inappropriate Messages for Children and Teenagers. ICEIS (2) 2017: 656-662 - [c13]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:
A Distributed Framework for Large-Scale Time-Dependent Graph Analysis. TD-LSG@PKDD/ECML 2017: 48-53 - [c12]Priscila Rocha Ferreira Rodrigues, Ticiana L. Coelho da Silva, José Maria da Silva Monteiro Filho, José Antônio Fernandes de Macêdo:
Estratégia Distribuída para Análise de Assuntos Abordados no Twitter Via Evolução de Clusters. SBBD (Short Papers) 2017: 258-263 - 2016
- [c11]Ticiana L. Coelho da Silva, Karine Zeitouni, José Antônio Fernandes de Macêdo, Marco A. Casanova:
On-Line Mobility Pattern Discovering using Trajectory Data. EDBT 2016: 682-683 - [c10]Mário Sérgio Rodrigues Falcão Júnior, Enyo José Tavares Gonçalves, Ticiana Linhares Coelho da Silva, Marcos Antonio de Oliveira:
Behavioral Analysis for Child Protection in Social Network through Data Mining and Multiagent Systems. ICEIS (2) 2016: 306-313 - [c9]Ticiana L. Coelho da Silva, Karine Zeitouni, José Antônio Fernandes de Macêdo, Marco A. Casanova:
CUTiS: optimized online ClUstering of Trajectory data Stream. IDEAS 2016: 296-301 - [c8]Ticiana L. Coelho da Silva, Karine Zeitouni, José Antônio Fernandes de Macêdo:
Online Clustering of Trajectory Data Stream. MDM 2016: 112-121 - [c7]Ticiana L. Coelho da Silva, Karine Zeitouni, José Antônio Fernandes de Macêdo, Marco A. Casanova:
A Framework for Online Mobility Pattern Discovery from Trajectory Data Streams. MDM 2016: 365-368 - [c6]Priscila R. F. Rodrigues, Ticiana L. Coelho da Silva, Flávio R. C. Sousa, Regis Pires Magalhães, José Antônio Fernandes de Macêdo:
Dinâmica de Temas Abordados no Twitter Via Evolução de Clusters. SBBD 2016: 151-156 - 2015
- [c5]Antônio Cavalcante Araújo Neto, Ticiana Linhares Coelho da Silva, Victor Aguiar Evangelista de Farias, José Antônio Fernandes de Macêdo, Javam de Castro Machado:
G2P: A Partitioning Approach for Processing DBSCAN with MapReduce. W2GIS 2015: 191-202 - 2014
- [c4]Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Marco A. Casanova:
Discovering frequent mobility patterns on moving object data. MobiGIS 2014: 60-67 - [c3]Ticiana L. Coelho da Silva, Antônio C. Araújo Neto, Regis Pires Magalhães, Victor A. E. de Farias, José Antônio Fernandes de Macêdo, Javam C. Machado:
Efficient and Distributed DBScan Algorithm Using MapReduce to Detect Density Areas on Traffic Data. ICEIS (1) 2014: 52-59 - [c2]Ticiana L. Coelho da Silva, Antônio C. Araújo Neto, Regis Pires Magalhães, Victor A. E. de Farias, José Antônio Fernandes de Macêdo, Javam C. Machado:
Towards an Efficient and Distributed DBSCAN Algorithm Using MapReduce. ICEIS (Revised Selected Papers) 2014: 75-90 - 2012
- [c1]Ticiana L. Coelho da Silva, Mario A. Nascimento, José Antônio Fernandes de Macêdo, Flávio R. C. Sousa, Javam C. Machado:
Towards non-intrusive elastic query processing in the cloud. CloudDB@CIKM 2012: 9-16
Informal and Other Publications
- 2021
- [i2]Anselmo Ramalho Pitombeira Neto, Helano P. Santos, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo:
Trajectory Modeling via Random Utility Inverse Reinforcement Learning. CoRR abs/2105.12092 (2021) - 2020
- [i1]Madson Luiz Dantas Dias, César Lincoln C. Mattos, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Wellington C. P. Silva:
Anomaly Detection in Trajectory Data with Normalizing Flows. CoRR abs/2004.05958 (2020)
Coauthor Index
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