Francisco de A.T. de Carvalho

Universidade Federal de Pernambuco — Brazil

Computer Science · Physical Sciences

28h-index3.5kcitations202works0.82yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Advanced Clustering Algorithms Research(105), Neural Networks and Applications(54), Data Management and Algorithms(52), Face and Expression Recognition(44), Image Retrieval and Classification Techniques(19)

Publications196 total

Deep contrastive variational subspace clustering
Neurocomputing·2025
Kernel clustering with automatic variable weighting for interval data
Neurocomputing·2025· 1 cited
A Dual-Weighted Gaussian Kernel-Based Method for Fuzzy Co-Clustering
2025
A cluster-wise regression method for distribution-valued data
Knowledge-Based Systems·2025· 3 cited
Fuzzy and Crisp Gaussian Kernel-Based Co-Clustering With Automatic Width Computation
IEEE Transactions on Fuzzy Systems·2025
Novel L1-Based Neural Gas Clustering Algorithms
2024
Self-organizing maps with adaptive distances for multiple dissimilarity matrices
Machine Learning·2024· 2 citedOpen Access
A distributed approach to cluster multi-view relational data
2024Open Access
Medoid based semi-supervised fuzzy clustering algorithms for multi-view relational data
Fuzzy Sets and Systems·2023· 5 cited
Gaussian kernel fuzzy c-means with width parameter computation and regularization
Pattern Recognition·2023· 21 citedOpen Access
Vector batch SOM algorithms for multi-view dissimilarity data
Knowledge-Based Systems·2022· 7 cited
Modelling the Recommender Alignment Problem
arXiv (Cornell University)·2022Open Access
Kernel-based Fuzzy Co-clustering in Feature Space with Automated Variable Weighting
2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)·2022· 4 cited
Unsupervised feature selection method based on iterative similarity graph factorization and clustering by modularity
Expert Systems with Applications·2022· 6 cited
Two weighted c-medoids batch SOM algorithms for dissimilarity data
Information Sciences·2022· 5 cited
Electrocoagulation treatment of cork boiling wastewater
Journal of environmental chemical engineering·2022· 22 citedOpen Access
Batch Self-Organizing Maps for Distributional Data with an Automatic Weighting of Variables and Components
Journal of Classification·2022· 7 cited
Clustering interval-valued data with adaptive Euclidean and City-Block distances
Expert Systems with Applications·2022· 15 cited
Fuzzy clustering algorithms with distance metric learning and entropy regularization
Applied Soft Computing·2021Open Access
Interval joint robust regression method
Neurocomputing·2021· 11 cited
page 1 of 10Next →

Frequent Co-authors

Yves Lechevallier(10), Eufrásio de Andrade Lima Neto(5), Renata M.C.R. de Souza(5), Marcelo R.P. Ferreira(5), Eduardo C. Simões(5), Rosanna Verde(4), Eufrásio de Andrade Lima Neto(4), Camilo P. Tenório(3), Filipe M. de Melo(3), Marie Chavent(2), André Luis Santiago Maia(2), Teresa B. Ludermir(2), Paula Brito(2), Patrice Bertrand(2), Ivan G. Costa(2), Marcílio C. P. de Souto(2), Antonio Irpino(2), Byron Leite Dantas Bezerra(2), Hans‐Hermann Bock(1), Guy Cucumel(1)