Ticiana L. Coelho da Silva

According to our database, Ticiana L. Coelho da Silva authored at least 60 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Trajectory modeling via random utility inverse reinforcement learning.

Anselmo Ramalho Pitombeira Neto, Helano P. Santos, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo

Inf. Sci., March, 2024

2023

An analytical citizen relation management system (CZRM) for social vulnerability mapping and policy recommendation in Brazil.

Lara Sucupira Furtado, Gustavo Moura, Daniel Jean Rodrigues Vasconcelos, Guilherme Sales Fernandes, Lívia Almada Cruz, Regis Pires Magalhães, Ticiana L. Coelho da Silva

Decis. Support Syst., September, 2023

Police Report Similarity Search: A Case Study.

José Alan Firmiano Araújo, Ticiana L. Coelho da Silva, Atslands Rego da Rocha, Vinicius Monteiro de Lira

Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

Tracking the Evolution of Covid-19 Symptoms through Clinical Conversations.

Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Regis Pires Magalhães

Proceedings of the 5th Clinical Natural Language Processing Workshop, 2023

2022

Modeling Trajectories Obtained from External Sensors for Location Prediction via NLP Approaches.

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

Sensors, 2022

Evaluation of Automatic Speech Recognition Approaches.

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

J. Inf. Data Manag., 2022

HELD: Hierarchical entity-label disambiguation in named entity recognition task using deep learning.

Bárbara Stéphanie Neves Oliveira, Andreza Fernandes de Oliveira, Vinicius Monteiro de Lira, Ticiana Linhares Coelho da Silva, José Antônio Fernandes de Macêdo

Intell. Data Anal., 2022

Towards Smart Farming: Fog-enabled intelligent irrigation system using deep neural networks.

Matheus G. Cordeiro, Catherine Markert, Sayonara S. Araújo, Nídia G. S. Campos, Rubens S. Gondim, Ticiana L. Coelho da Silva, Atslands Rego da Rocha

Future Gener. Comput. Syst., 2022

Large-scale Translation to Enable Response Selection in Low Resource Languages: A COVID-19 Chatbot Experiment.

Lucas Almeida Aguiar, Lívia Almada Cruz, Ticiana L. Coelho da Silva, Rafael Augusto Ferreira do Carmo, Matheus Henrique Esteves Paixão

Proceedings of the 37th Brazilian Symposium on Databases, 2022

Enhancing Geocoding of Adjectival Toponyms With Heuristics.

Breno Dourado Sá, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo

Proceedings of the LREC 2022 workshop on Natural Language Processing for Political Sciences, 2022

2021

Improving the Creation of Hot Spot Policing Patrol Routes: Comparing Cognitive Heuristic Performance to an Automated Spatial Computation Approach.

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

ISPRS Int. J. Geo Inf., 2021

Location prediction: a deep spatiotemporal learning from external sensors data.

Lívia Almada Cruz, Karine Zeitouni, Ticiana Linhares Coelho da Silva, José Antônio Fernandes de Macêdo, José Soares da Silva

Distributed Parallel Databases, 2021

Energy disruptive centrality with an application to criminal network.

Ricardo Lopes de Andrade, Leandro Chaves Rêgo, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Wellington C. P. Silva

Commun. Nonlinear Sci. Numer. Simul., 2021

A Chat Recommender System for COVID-19 Support based in Textual Sentence Embeddings.

Saulo Mendes de Melo, André Lima Férrer de Almeida, Lívia Almada Cruz, Ticiana Linhares Coelho da Silva

Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Hybrid Event / Melbourne, VIC, Australia, December 14 - 17, 2021, 2021

Evaluation of Automatic Speech Recognition Systems.

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

Proceedings of the 36th Brazilian Symposium on Databases, 2021

Crime Monitor: Monitoring Criminals from Trajectory Data.

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

Proceedings of the 22nd IEEE International Conference on Mobile Data Management, 2021

Predicting the Next Location for Trajectories From Stolen Vehicles.

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

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Identifying Duplicate Police Reports.

Alan Firmiano, Ticiana L. Coelho da Silva

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Using Deep Learning for Trajectory Classification.

Nicksson C. A. Freitas, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Leopoldo Melo Junior, Matheus G. Cordeiro

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

Using deep learning for trajectory classification in imbalanced dataset.

Nicksson Ckayo Arrais de Freitas, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Leopoldo Melo Junior

Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021

A Natural Language Understanding Model COVID-19 based for chatbots.

Valmir Oliveira Dos Santos Júnior, João Araújo Castelo Branco, Marcos Antonio de Oliveira, Ticiana L. Coelho da Silva, Lívia Almada Cruz, Regis Pires Magalhães

Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021

2020

Smart & Green: An Internet-of-Things Framework for Smart Irrigation.

Nídia G. S. Campos, Atslands Rego da Rocha, Rubens S. Gondim, Ticiana L. Coelho da Silva, Danielo G. Gomes

Sensors, 2020

Multilevel data fusion for the internet of things in smart agriculture.

Andrei B. Bezerra Torres, Atslands Rego da Rocha, Ticiana L. Coelho da Silva, José N. de Souza, Rubens S. Gondim

Comput. Electron. Agric., 2020

Online Clustering of Trajectories in Road Networks.

Ticiana L. Coelho da Silva, Francesco Lettich, José Antônio Fernandes de Macêdo, Karine Zeitouni, Marco A. Casanova

Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

Anomaly Detection in Trajectory Data with Normalizing Flows.

Madson L. D. Dias, César Lincoln C. Mattos, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Wellington C. P. Silva

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Prediction of crime location in a brazilian city using regression techniques.

Andrio Rodrigo Corrêa da Silva, Iális Cavalcante de Paula Júnior, Ticiana Linhares Coelho da Silva, José Antônio Fernandes de Macêdo, Wellington Clay Porcino Silva

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Model-centered Ensemble for Anomaly Detection in Time Series.

Erick L. Trentini, Ticiana L. Coelho da Silva, Leopoldo Melo Junior, José A. F. de Macêdo

Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

Sentence Compression on Domains with Restricted Labeled Data Availability.

Felipe Melo Soares, Ticiana L. Coelho da Silva, José A. F. de Macêdo

Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

Exploiting points of interest for predictive policing.

Luís Gustavo Coutinho do Rêgo, Ticiana Linhares Coelho da Silva, Regis Pires Magalhães, José Antônio Fernandes de Macêdo, Wellington Clay Porcino Silva

Proceedings of the ARIC@SIGSPATIAL 2020: Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities, 2020

Aspect Term Extraction Using Deep Learning Model with Minimal Feature Engineering.

Felipe Zschornack Rodrigues Saraiva, Ticiana Linhares Coelho da Silva, José Antônio Fernandes de Macêdo

Proceedings of the Advanced Information Systems Engineering, 2020

Template-Based Multi-solution Approach for Data-to-Text Generation.

Abelardo Vieira Mota, Ticiana Linhares Coelho da Silva, José Antônio Fernandes de Macêdo

Proceedings of the Advances in Databases and Information Systems, 2020

2019

Time Series Forecasting to Support Irrigation Management.

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

J. Inf. Data Manag., 2019

Novel approach for Label Disambiguation via Deep Learning.

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

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2019

Handbags Classication Model via Deep Learning.

Dieinison Jack Freire Braga, Leodécio Braz S. S., Críston Pereira de Souza, Ticiana L. Coelho da Silva

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2019

A Novel Approach to Approximate Crime Hotspots to the Road Network.

Francisco C. F. Nunes Junior, Ticiana L. Coelho da Silva, José F. de Queiroz Neto, José Antônio Fernandes de Macêdo, Wellington Clay Porcino

Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Prediction of Human Mobility, 2019

Ontology-Schema Based Query by Example.

Lucas Peres, Ticiana L. Coelho da Silva, José A. F. de Macêdo, David Araújo

Proceedings of the Conceptual Modeling - 38th International Conference, 2019

Virtualized Ontology Query By Example.

Lucas Peres, Ticiana L. Coelho da Silva, José A. F. de Macêdo, David Araújo

Proceedings of the ER Forum and Poster & Demos Session 2019 on Publishing Papers with CEUR-WS co-located with 38th International Conference on Conceptual Modeling (ER 2019), 2019

Improving Named Entity Recognition using Deep Learning with Human in the Loop.

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

Proceedings of the Advances in Database Technology, 2019

2018

Real-time discovery of hot routes on trajectory data streams using interactive visualization based on GPU.

George A. M. Gomes, Emanuele Marques dos Santos, Creto Augusto Vidal, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo

Comput. Graph., 2018

Big Data Analytics Technologies and Platforms: A Brief Review.

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

Proceedings of the Latin America Data Science Workshop co-located with 44th International Conference on Very Large Data Bases (VLDB 2018), 2018

Data Mining to Characterize Seasonal Patterns of Apis mellifera Honey Bee Colonies.

Felipe Anderson O. Maciel, Antonio Rafael Braga, Rhaniel M. Xavier, Ticiana L. Coelho da Silva, Breno M. Freitas, Danielo G. Gomes

Proceedings of the XIV Brazilian Symposium on Information Systems, 2018

Investigando a Relação das Refatorações de Código com os Sentimentos de Mensagens de Commit.

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

Proceedings of the XXXIII Simpósio Brasileiro de Banco de Dados, 2018

Time Series Forecasting for Purposes of Irrigation Management Process.

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

Proceedings of the XXXIII Simpósio Brasileiro de Banco de Dados, 2018

2017

Estratégia Distribuída para Análise de Assuntos Abordados no Twitter Via Evolução de Clusters.

Priscila Rocha Ferreira Rodrigues, Ticiana L. Coelho da Silva, José Maria da Silva Monteiro Filho, José Antônio Fernandes de Macêdo

Proceedings of the XXXII Simpósio Brasileiro de Banco de Dados, 2017

A Distributed Framework for Large-Scale Time-Dependent Graph Analysis.

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

Proceedings of the Workshop on Large-Scale Time Dependent Graphs (TD-LSG 2017) co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), 2017

Textual Analysis for the Protection of Children and Teenagers in Social Media - Classification of Inappropriate Messages for Children and Teenagers.

Thársis Salathiel de Souza Viana, Marcos Antonio de Oliveira, Ticiana Linhares Coelho da Silva, Mário Sérgio Rodrigues Falcão Júnior, Enyo José Tavares Gonçalves

Proceedings of the ICEIS 2017, 2017

Estimating Reference Evapotranspiration using Data Mining Prediction Models and Feature Selection.

Hinessa Dantas Caminha, Ticiana L. Coelho da Silva, Atslands Rego da Rocha, Sílvio Carlos R. Vieira Lima

Proceedings of the ICEIS 2017, 2017

On computing travel time functions from Trajectory Data Streams.

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

Proceedings of the 8th ACM SIGSPATIAL Workshop on GeoStreaming, 2017

2016

Dinâmica de Temas Abordados no Twitter Via Evolução de Clusters.

Priscila R. F. Rodrigues, Ticiana L. Coelho da Silva, Flávio R. C. Sousa, Regis Pires Magalhães, José Antônio Fernandes de Macêdo

Proceedings of the 31º Simpósio Brasileiro de Banco de Dados, 2016

A Framework for Online Mobility Pattern Discovery from Trajectory Data Streams.

Ticiana L. Coelho da Silva, Karine Zeitouni, José Antônio Fernandes de Macêdo, Marco A. Casanova

Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016

Online Clustering of Trajectory Data Stream.

Ticiana L. Coelho da Silva, Karine Zeitouni, José Antônio Fernandes de Macêdo

Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016

CUTiS: optimized online ClUstering of Trajectory data Stream.

Ticiana L. Coelho da Silva, Karine Zeitouni, José Antônio Fernandes de Macêdo, Marco A. Casanova

Proceedings of the 20th International Database Engineering & Applications Symposium, 2016

Behavioral Analysis for Child Protection in Social Network through Data Mining and Multiagent Systems.

Mário Sérgio Rodrigues Falcão Júnior, Enyo José Tavares Gonçalves, Ticiana Linhares Coelho da Silva, Marcos Antonio de Oliveira

Proceedings of the ICEIS 2016, 2016

On-Line Mobility Pattern Discovering using Trajectory Data.

Ticiana L. Coelho da Silva, Karine Zeitouni, José Antônio Fernandes de Macêdo, Marco A. Casanova

Proceedings of the 19th International Conference on Extending Database Technology, 2016

2015

G2P: A Partitioning Approach for Processing DBSCAN with MapReduce.

Antônio Cavalcante Araújo Neto, Ticiana Linhares Coelho da Silva, Victor Aguiar Evangelista de Farias, José Antônio Fernandes de Macêdo, Javam de Castro Machado

Proceedings of the Web and Wireless Geographical Information Systems, 2015

2014

Towards an Efficient and Distributed DBSCAN Algorithm Using MapReduce.

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

Proceedings of the Enterprise Information Systems - 16th International Conference, 2014

Efficient and Distributed DBScan Algorithm Using MapReduce to Detect Density Areas on Traffic Data.

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

Proceedings of the ICEIS 2014, 2014

Discovering frequent mobility patterns on moving object data.

Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Marco A. Casanova

Proceedings of the Third ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, 2014

2013

Non-Intrusive Elastic Query Processing in the Cloud.

Ticiana L. Coelho da Silva, Mario A. Nascimento, José Antônio Fernandes de Macêdo, Flávio R. C. Sousa, Javam C. Machado

J. Comput. Sci. Technol., 2013

2012

Towards non-intrusive elastic query processing in the cloud.

Ticiana L. Coelho da Silva, Mario A. Nascimento, José Antônio Fernandes de Macêdo, Flávio R. C. Sousa, Javam C. Machado

Proceedings of the Fourth International Workshop on Cloud Data Management, 2012