FNNWV: Farthest-nearest neighbor-based weighted voting for class-imbalanced crowdsourcing

W Zhang, L Jiang, Z Chen, C Li - Science China Information Sciences, 2024 - Springer
In crowdsourcing scenarios, we can hire crowd workers to label crowdsourced tasks and
then use label integration algorithms to infer the integrated label for each instance in the …

An Efficient Transfer Learning Based Configuration Adviser for Database Tuning

X Zhang, H Wu, Y Li, Z Tang, J Tan, F Li… - Proceedings of the VLDB …, 2023 - dl.acm.org
In recent years, a wide spectrum of database tuning systems have emerged to automatically
optimize database performance. However, these systems require a significant number of …

IIFS: An improved incremental feature selection method for protein sequence processing

C Meng, Y Yuan, H Zhao, Y Pei, Z Li - Computers in Biology and Medicine, 2023 - Elsevier
Motivation Discrete features can be obtained from protein sequences using a feature
extraction method. These features are the basis of downstream processing of protein data …

A new three-way incremental naive bayes classifier

Z Yang, J Ren, Z Zhang, Y Sun, C Zhang, M Wang… - Electronics, 2023 - mdpi.com
Aiming at the problems of the dynamic increase in data in real life and that the naive Bayes
(NB) classifier only accepts or rejects the sample processing results, resulting in a high error …

Exploring complex multivariate probability distributions with simple and robust bayesian network topology for classification

L Wang, L Wang, L Guo, Q Li, X Li - Applied Intelligence, 2023 - Springer
Bayesian network classifier (BNC) allows efficient and effective inference under condition of
uncertainty for classification, and it depicts the interdependencies among random variables …

Flotation Condition Recognition of Zinc Based on Weighted Naive Bayes Considering Multiple Relationship

C Peng, L Luo, Z Tang, W Gui - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The flotation process often utilizes multiple features of froth image for identification.
However, existing methods overlook the classification information generated by the …

Dual Weighted Inverted Specific-Class Distance Measure for Nominal Attributes

F Gong, T Lu, X Guo, D Wang - Available at SSRN 4384160 - papers.ssrn.com
The inverted specific-class distance measure (ISCDM) continues to be one of the top
distance metrics addressing only address nominal attributes when missing values and …