Fuzzy Co-clustering Algorithm for Multi-source Data Tác giả Lê, Thị Cẩm Bình, Phạm, Văn Nha, Phạm, Thế Long

“…In this paper, a novel multi-source data mining algorithm based on a modified fuzzy co-clustering algorithm and two penalty terms is proposed, which is called Multi-source Fuzzy Co-clustering Algorithm (MSFCOC)Experimental results on various multi-source datasets indicate that the proposed MSFCOC algorithm outper- forms existing state-of-the-art clustering al- gorithms. …”
Xem toàn văn

Fuzzy optimization multi-objective clustering Ensemble model for multi-source data analysis Tác giả Lê, Thị Cẩm Bình, Phạm, Văn Nha, Ngô, Thành Long

“…Ensemble is a universal machine learning model in which learning techniques can work in parallel, with big data. Clustering ensemble has been shown to outperform any standard clustering algorithm in terms of ac- curacy and robustness. …”
Xem toàn văn

47. Nghiên cứu địa hóa môi trường một số kim loại nặng trong trầm tích sông rạch Tp. Hồ Chí Minh Tác giả Hoàng, Thanh Thủy, Từ, Thị Cẩm Loan, Nguyễn, Như Hà Vy

Xem toàn văn

An ensemble model approach for many-feature data clustering Tác giả Lê, Thị Cẩm Bình, Ngô, Thành Long, Phạm, Văn Nha, Phạm, Thế Long

Xem toàn văn

A new ensemble approach for hyper-spectral image segmentation Tác giả Lê Thị Cẩm Bình, Phạm Văn Nhạ, Ngô Thành Long, Phạm Thế Long

“…In this paper, we proposed a new ensemble method that improve the ability to identify uncertainty issues, deal with the noise, and accelerate hyperspectral image data clustering. We called fuzzy co-clustering ensemble algorithm (eFCoC). …”
Xem toàn văn