Vasile Palade

An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics

Victoria López, Alberto Fernández, Salvador García et al. · Information Sciences · 2013 · 1.6K citations

Data Intrinsic Characteristics, Data Classification, Imbalanced Data +15

FSVM-CIL: Fuzzy Support Vector Machines for Class Imbalance Learning

Rukshan Batuwita, Vasile Palade · IEEE Transactions on Fuzzy Systems · 2010 · 395 citations

Engineering, Machine Learning, Class Imbalance Learning +17

Quantum-Behaved Particle Swarm Optimization: Analysis of Individual Particle Behavior and Parameter Selection

Jun Sun, Wei Fang, Xiao‐Jun Wu et al. · Evolutionary Computation · 2011 · 376 citations

Engineering, Quantum Computing, Qpso Algorithm +8

<i>microPred</i>: effective classification of pre-miRNAs for human miRNA gene prediction

Rukshan Batuwita, Vasile Palade · Bioinformatics · 2009 · 240 citations · Full text

An Effective Method of Weld Defect Detection and Classification Based on Machine Vision

Jun Sun, Chao Li, Xiao‐Jun Wu et al. · IEEE Transactions on Industrial Informatics · 2019 · 235 citations

Engineering, Feature Detection, Machine Learning +17