Knowledge Based Systems（KBS ）的VOLUME 245论文列表

卷期号： Volume 245

发布时间： 7 June 2022

卷期年份： 2022

卷期官网： https://www.sciencedirect.com/journal/knowledge-based-systems/vol/245/suppl/C

Editorial Board

TimeCLR: A self-supervised contrastive learning framework for univariate time series representation

Video-guided machine translation via dual-level back-translation

Aspect-level sentiment classification based on attention-BiLSTM model and transfer learning

Tensor approximate entropy: An entropy measure for sleep scoring

Deep semi-supervised learning with contrastive learning and partial label propagation for image data

Post-hoc recommendation explanations through an efficient exploitation of the DBpedia category hierarchy

Resampling algorithms based on sample concatenation for imbalance learning

Towards secure and practical machine learning via secret sharing and random permutation

Improving probability selection based weights for satisfiability problems

A competitive mechanism based multi-objective differential evolution algorithm and its application in feature selection

An online algorithm for scheduling big data analysis jobs in cloud environments

Adaptive evolution strategy with ensemble of mutations for Reinforcement Learning

Fast stochastic configuration network based on an improved sparrow search algorithm for fire flame recognition

Clickbait detection on WeChat: A deep model integrating semantic and syntactic information

Generating customer’s credit behavior with deep generative models

Leveraging speaker-aware structure and factual knowledge for faithful dialogue summarization

Harmful algal bloom warning based on machine learning in maritime site monitoring

Population-based self-adaptive Generalised Masi Entropy for image segmentation: A novel representation

Context-aware road travel time estimation by coupled tensor decomposition based on trajectory data

Particle ranking: An Efficient Method for Multi-Objective Particle Swarm Optimization Feature Selection

Backdoor attacks-resilient aggregation based on Robust Filtering of Outliers in federated learning for image classification

KNN weighted reduced universum twin SVM for class imbalance learning

Partial multi-label learning based on sparse asymmetric label correlations

Contrastive transformer based domain adaptation for multi-source cross-domain sentiment classification

Temporal dynamics of clinical risk predictors for hospital-acquired acute kidney injury under different forecast time windows

Bilateral discriminative autoencoder model orienting co-representation learning

From concept drift to model degradation: An overview on performance-aware drift detectors

An intelligent decision support system for the accurate diagnosis of cervical cancer

Subsampling for partial least-squares regression via an influence function

Soft labeling constraint for generalizing from sentiments in single domain