Elaine P. M. de Sousa

27 papers B 1C 1Misc 6Journal 11Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	PATSA-BIL: Pipeline for automated texture and structure analysis of borehole image logs. Expert Syst. Appl. André M. Souza, Matheus A. Cruz, Paola M. C. Braga, Rodrigo B. Piva, Rodrigo A. C. Dias, Paulo R. Siqueira, Willian A. Trevizan, Candida M. de Jesus, Camilla Bazzarella, Rodrigo Salvador Monteiro, Flávia Cristina Bernardini, Leandro A. F. Fernandes, Elaine P. M. de Sousa, Daniel de Oliveira, Marcos Bedo
2025	J	`jnl`	Respiratory rate regression in Holstein dairy cattle with deep neural networks: An evaluation on different body regions. Comput. Electron. Agric. Paula F. Curti, André M. Souza, Livia Lissa Kobayashi, Aline M. Castanheira, Diógenes L. Pinto, Alexandre M. Ruiz, Lucas Andrietta Tassoni, Júlio C. C. Balieiro, Francisco P. Rennó, Elaine P. M. de Sousa, Ricardo Vieira Ventura
2024	—	`conf`	Handling missing values in data streams: An overview. SBBD Afonso M. S. Lima, Elaine P. M. de Sousa
2022	—	`conf`	Predição de Resiliência Econômica a partir de Métodos Supervisionados baseados em Grafos Dinâmicos. SBBD Marcus V. S. Araujo, Francisco Aparecido Rodrigues, Elaine P. M. de Sousa
2020	J	`jnl`	Analysis of ENEM's attendants between 2012 and 2017 using a clustering approach. J. Inf. Data Manag. Afonso Matheus Sousa Lima, Alexander Florez, Alexis Lescano, João Victor de Oliveira Novaes, Natalia Martins, Caetano Traina Júnior, Elaine P. M. de Sousa, José F. Rodrigues Júnior, Robson L. F. Cordeiro
2020	J	`jnl`	Quantifying With Only Positive Training Data. CoRR Denis Moreira dos Reis, Marcílio de Souto, Elaine P. M. de Sousa, Gustavo E. A. P. A. Batista
2017	Misc	`conf`	Behavioral Characterization of Criminality Spread in Cities. ICCS Gabriel Spadon, Lucas C. Scabora, Paulo H. Oliveira, Marcus V. S. Araujo, Bruno Brandoli Machado, Elaine P. M. de Sousa, Caetano Traina Jr., José F. Rodrigues Jr.
2016	J	`jnl`	Clustering Multivariate Data Streams by Correlating Attributes using Fractal Dimension. J. Inf. Data Manag. Christian Cesar Bones, Luciana A. S. Romani, Elaine P. M. de Sousa
2016	J	`jnl`	Complex Network Tools to Understand the Behavior of Criminality in Urban Areas. CoRR Gabriel Spadon, Lucas C. Scabora, Marcus V. S. Araujo, Paulo H. Oliveira, Bruno Brandoli Machado, Elaine P. M. de Sousa, Caetano Traina Jr., José F. Rodrigues Jr.
2016	Misc	`conf`	Improving Multivariate Data Streams Clustering. ICCS Christian Cesar Bones, Luciana A. S. Romani, Elaine P. M. de Sousa
2016	—	`conf`	On the Support of a Similarity-enabled Relational Database Management System in Civilian Crisis Situations. ICEIS (1) Paulo H. Oliveira, Antonio C. Fraideinberze, Natan A. Laverde, Hugo Gualdron, André S. Gonzaga, Lucas D. Ferreira, Willian D. Oliveira, José F. Rodrigues Jr., Robson L. F. Cordeiro, Caetano Traina Jr., Agma J. M. Traina, Elaine P. M. de Sousa
2015	—	`conf`	Clustering Multivariate Climate Data Streamsusing Fractal Dimension. SBBD Christian Cesar Bones, Luciana A. S. Romani, Elaine P. M. de Sousa
2014	—	`conf`	The SITSMining Framework - A Data Mining Approach for Satellite Image Time Series. ICEIS (1) Bruno Ferraz do Amaral, Daniel Y. T. Chino, Luciana A. S. Romani, Renata Ribeiro do Valle Gonçalves, Agma J. M. Traina, Elaine P. M. de Sousa
2013	—	`conf`	Analysis of large scale climate data: how well climate change models and data from real sensor networks agree? WWW (Companion Volume) Santiago Augusto Nunes, Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Priscila P. Coltri, Caetano Traina Jr., Robson Leonardo Ferreira Cordeiro, Elaine P. M. de Sousa, Agma J. M. Traina
2013	J	`jnl`	Finding Spatio-Temporal Patterns in Multidimensional Data Streams. J. Inf. Data Manag. Santiago Augusto Nunes, Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Priscila P. Coltri, Agma J. M. Traina, Elaine P. M. de Sousa
2012	Misc	`conf`	To be or not to be real: fractal analysis of data streams from a regional climate change model. SAC Santiago Augusto Nunes, Ana Maria Heuminski de Ávila, Luciana A. S. Romani, Agma J. M. Traina, Priscila P. Coltri, Elaine P. M. de Sousa
2011	J	`jnl`	Fractal-based Analysis to Identify Trend Changes in Multiple Climate Time Series. J. Inf. Data Manag. Santiago Augusto Nunes, Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Caetano Traina Jr., Elaine P. M. de Sousa, Agma J. M. Traina
2010	J	`jnl`	An Adaptive Multi-level Hashing Structure for Fast Approximate Similarity Search. J. Inf. Data Manag. Alexander Ocsa, Elaine P. M. de Sousa
2010	—	`conf`	Análise baseada em Fractais para Identificação de Mudanças de Tendências em Múltiplas Séries Climáticas. SBBD (Posters) Santiago Augusto Nunes, Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Caetano Traina Jr., Elaine P. M. de Sousa, Agma J. M. Traina
2008	B	`conf`	Software Architecture Relevance in Open Source Software Evolution: A Case Study. COMPSAC Elisa Yumi Nakagawa, Elaine P. M. de Sousa, Kiyoshi de Brito Murata, Gabriel de Faria Andery, Leonardo Bitencourt Morelli, José Carlos Maldonado
2007	—	`conf`	A Density-Biased Sampling Technique to Improve Cluster Representativeness. PKDD Ana Paula Appel, Adriano Arantes Paterlini, Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr.
2007	J	`jnl`	A fast and effective method to find correlations among attributes in databases. Data Min. Knowl. Discov. Elaine P. M. de Sousa, Caetano Traina Jr., Agma J. M. Traina, Leejay Wu, Christos Faloutsos
2007	Misc	`conf`	Biased box sampling - a density-biased sampling for clustering. SAC Ana Paula Appel, Adriano Arantes Paterlini, Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr.
2006	Misc	`conf`	Effective shape-based retrieval and classification of mammograms. SAC Joaquim Cezar Felipe, Marcela X. Ribeiro, Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr.
2006	J	`jnl`	Efficient Discovery of Unusual Patterns in Time Series . New Gener. Comput. Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos
2006	Misc	`conf`	Evaluating the intrinsic dimension of evolving data streams. SAC Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos
2005	C	`conf`	A Low-cost Approach for Effective Shape-based Retrieval and Classification of Medical Images. ISM Joaquim Cezar Felipe, Jonatas B. Olioti, Agma J. M. Traina, Marcela X. Ribeiro, Elaine P. M. de Sousa, Caetano Traina Jr.