Search Results - "de Macedo, José Antonio Fernandes"

Modeling Trajectories Obtained from External Sensors for Location Prediction via NLP Approaches by Cruz, Lívia Almada, Coelho da Silva, Ticiana Linhares, Magalhães, Régis Pires, Melo, Wilken Charles Dantas, Cordeiro, Matheus, de Macedo, José Antonio Fernandes, Zeitouni, Karine

“…Representation learning seeks to extract useful and low-dimensional attributes from complex and high-dimensional data. Natural language processing (NLP) was…”
Get full text

A framework for digital transformation towards smart governance: Using big data tools to target SDGs in Ceará, Brazil by Furtado, Lara Sucupira, da Silva, Ticiana Linhares Coelho, Ferreira, Marianna Gonçalves Fontenele, de Macedo, José Antônio Fernandes, Moreira, Jessika Kantnila de Melo Lima Cavalcanti

“…Smart Governance is a key pillar of the Smart City movement and an important pathway to achieving Sustainable Development Goals through digital transformation…”
Get full text

Location prediction: a deep spatiotemporal learning from external sensors data by Cruz, Lívia Almada, Zeitouni, Karine, da Silva, Ticiana Linhares Coelho, de Macedo, José Antonio Fernandes, Silva, José Soares da

“…This paper proposes a deep multi-task learning framework to predict the next location from trajectories that are captured by external sensors (e.g., traffic…”
Get full text

Multiple-aspect analysis of semantic trajectories(MASTER) by Renso, Chiara, Bogorny, Vania, Tserpes, Konstantinos, Matwin, Stan, de Macedo, Jose Antonio Fernandes

Get full text

Automatic Machine Learning Applied to Electrical Biosignals: A Selective Review by Branco, Joao Araujo Castelo, Marques, Bruno Torres, Cruz, Livia Almada, Magalhaes, Regis Pires, De Macedo, Jose Antonio Fernandes

“…Electrical biosignals, stemming from potential differences in specific tissues like muscles, play a pivotal role in medical diagnoses, aiding in identifying…”
Get full text

Online Clustering of Trajectories in Road Networks by da Silva, Ticiana L. Coelho, Lettich, Francesco, de Macedo, Jose Antonio Fernandes, Zeitouni, Karine, Casanova, Marco A.

“…The ubiquity of GPS-enabled smartphones and automotive navigation systems allows to monitor and collect massive streams of trajectory data in real-time. This…”
Get full text

A-based Solutions for KNN Queries with Operating Time Constraints in Time-Dependent Road Networks by Costa, Camila F., Nascimento, Mario A., Macedo, Jose Antonio Fernandes De, Machado, Javam

“…We consider the problem of finding the k nearest points of interest from a given location in time-dependent road networks, i.e., One where travel time along…”
Get full text

Ontology-Driven Workflow Management for Biosequence Processing Systems by Lemos, Melissa, Casanova, Marco Antonio, Seibel, Luiz Fernando Bessa, de Macedo, José Antonio Fernandes, de Miranda, Antonio Basílio

“…Researchers typically need to combine Bioinformatics processes to perform larger, more complex tasks, expressed as workflows. However, there is a strong…”
Get full text

NACluster: A Non-supervised Clustering Algorithm for Matching Multi Catalogues by Freire, Vinicius Pires de Moura, Porto, Fabio Andre Machado, Fernandes de Macedo, Jose Antonio, Akbarinia, Reza

“…Astronomy surveys use powerful instruments to browse the sky and identify objects of interest within the surveyed region. Sky objects are individually…”
Get full text

A Conceptual Data Model Language for the Molecular Biology Domain by Fernandes de Macedo, Jose Antonio, Porto, Fabio, Lifschitz, Sergio, Picouet, Philippe

“…In-silico experiments require molecular biological knowledge to be mapped into a data model. In a previous work, we have elicited a list of requirements to be…”
Get full text

Prediction of crime location in a brazilian city using regression techniques by da Silva, Andrio Rodrigo Correa, de Paula Junior, Ialis Cavalcante, da Silva, Ticiana Linhares Coelho, de Macedo, Jose Antonio Fernandes, Silva, Wellington Clay Porcino

“…There are relevant rates of violence in Brazil that have increased in recent years. Intelligence and efficiency are required to combat this issue, in order to…”
Get full text

Trajectory Prediction from a Mass of Sparse and Missing External Sensor Data by Almada Cruz, Livia, Zeitouni, Karine, de Macedo, Jose Antonio F.

“…In this paper, we predict the movement of objects under the circumstance where external sensors placed on the road-sides (e.g., traffic surveillance cameras)…”
Get full text

Crime Monitor: Monitoring Criminals from Trajectory Data by Arrais de Freitas, Nicksson Ckayo, Coelho da Silva, Ticiana L., Fernandes de Macedo, Jose Antonio, Cesar M. de Vasconcelos, Luis, Nunes Junior, Francisco C. F.

“…The movement of criminals is an important factor used in detecting crimes. Individuals sentenced to house arrest who wears an ankle monitor have their…”
Get full text

TrajSense: Trajectory Prediction from Sparse and Missing External Sensor Data by Almada Cruz, Livia, Zeitouni, Karine, Fernandes de Macedo, Jose Antonio, Ramalho Brilhante, Igo

“…In this demonstration, we present a framework to predict the movement of moving objects under the circumstance where external sensors placed on the road-sides…”
Get full text

Visual Analysis of Predictive Suffix Trees for Discovering Movement Patterns and Behaviors by Leite, Antonio Jose M., Santos, Emanuele, Vidal, Creto A., de Macedo, Jose A.F.

“…The use of GPS-equipped devices has allowed generating and storing data related to massive amounts of moving objects, promoting many solutions to movement…”
Get full text

Taxi, Please! A Nearest Neighbor Query in Time-Dependent Road Networks by Chucre, Mirla, Nascimento, Samara, Macedo, Jose Antonio, Monteiro, Jose Maria, Casanova, Marco Antonio

“…In this paper we propose a new kind of kNN query on time-dependent network, which aims at finding k points of interest that are closest in time to a query…”
Get full text

An Empirical Comparison of Classification Algorithms for Imbalanced Credit Scoring Datasets by Soares de Melo Junior, Leopoldo, Nardini, Franco Maria, Renso, Chiara, Fernandes de Macedo, Jose Antonio

“…The profitability of banks is highly dependent on credit scoring models, which support decision making to approve a loan to a customer. State-of-the-art credit…”
Get full text

ComeTogether: Discovering Communities of Places in Mobility Data by Ramalho Brilhante, Igo, Berlingerio, M., Trasarti, R., Renso, C., de Macedo, J. A. F., Casanova, M. A.

“…We analyze urban mobility and public places under a new perspective: how can we feature the places in a city based on how people move among them? To answer…”
Get full text

Dealing with Some Conceptual Data Model Requirements for Biological Domains by de Macedo, J.A.F., Porto, F., Lifschitz, S., Picouet, P.

“…Knowledge representation in the biological domain suffers from two main difficulties that make it hard to apply traditional conceptual modeling tools: the…”
Get full text