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Knowledge Based Systems （KBS） - Volume 257 论文列表

点击这里查看 Knowledge Based Systems 的JCR分区、影响因子等信息
卷期号： Volume 257
发布时间： 5 December 2022
卷期年份： 2022
卷期官网： https://www.sciencedirect.com/journal/knowledge-based-systems/vol/257/suppl/C
本期论文列表
The interaction of normalisation and clustering in sub-domain definition for multi-source transfer learning based time series anomaly detection

Deep online cross-modal hashing by a co-training mechanism

A novel evidence combination rule based on compromise conflict indicator and conflict focal element

Containment control for second-order multi-agent systems with intermittent sampled position data under directed topologies

Document-level event argument extraction with self-augmentation and a cross-domain joint training mechanism

Improving sequence labeling with labeled clue sentences

Effective fuzzy joint mutual information feature selection based on uncertainty region for classification problem

Class-imbalanced positive instances augmentation via three-line hybrid

Exposing unseen GAN-generated image using unsupervised domain adaptation

Asynchronous spiking neural P systems with rules on synapses and coupled neurons

Forecasting biotoxin contamination in mussels across production areas of the Portuguese coast with Artificial Neural Networks

A pruning algorithm with relaxed conditions for high-order neural networks based on smoothing group L1/2 regularization and adaptive momentum

Deep active learning models for imbalanced image classification

Robust cross-network node classification via constrained graph mutual information

Reinforcement learning-based modified cuckoo search algorithm for economic dispatch problems

Lifelong reinforcement learning with temporal logic formulas and reward machines

Heterogeneous domain adaptation by Features Normalization and Data Topology Preserving

Special Relativity Search: A novel metaheuristic method based on special relativity physics

A graph based preordonnances theoretic supervised feature selection in high dimensional data

A parameterizable influence spread-based centrality measure for influential users detection in social networks

Subgraph-based feature fusion models for semantic similarity computation in heterogeneous knowledge graphs

A data-driven Machine Learning approach to creativity and innovation techniques selection in solution development

Hard-style Selective Context Utilization for dialogue generation based on what user just said

Improving teaching–learning-based-optimization algorithm by a distance-fitness learning strategy

Channel exchange and adversarial learning guided cross-modal person re-identification

FedStack: Personalized activity monitoring using stacked federated learning

Efficient algorithms for mining closed and maximal high utility itemsets

High-temperature augmented neighborhood metric learning for cross-domain fault diagnosis with imbalanced data

Dynamic clustering based contextual combinatorial multi-armed bandit for online recommendation

A novel domain adaptation theory with Jensen–Shannon divergence

Spectral graph theory-based virtual network embedding for vehicular fog computing: A deep reinforcement learning architecture

VAERHNN: Voting-averaged ensemble regression and hybrid neural network to investigate potent leads against colorectal cancer

TECM: Transfer learning-based evidential c-means clustering

Semantic-enhanced neural collaborative filtering models in recommender systems

A two-stage cooperative evolutionary algorithm for energy-efficient distributed group blocking flow shop with setup carryover in precast systems

MobyDeep: A lightweight CNN architecture to configure models for text classification

Irregular message passing networks

TKGAT: Graph attention network for knowledge-enhanced tag-aware recommendation system

Salient object detection in low-light images via functional optimization-inspired feature polishing

Link prediction in multiplex networks: An evidence theory method

An emoji-aware multitask framework for multimodal sarcasm detection

Multitarget domain adaptation with transferable hyperbolic prototypes for intelligent fault diagnosis

Learning compact yet accurate Generative Adversarial Networks for recommender systems

Anchor link prediction across social networks based on multiple consistency

Manifold embedded joint geometrical and statistical alignment for visual domain adaptation

Set-CNN: A text convolutional neural network based on semantic extension for short text classification

Towards comprehensive expert finding with a hierarchical matching network

Contrastive semantic disentanglement in latent space for generalized zero-shot learning

Quaternion-based knowledge graph neural network for social recommendation

ET-HF: A novel information sharing model to improve multi-agent cooperation

Randomized online edge service renting: Extending cloud-based CDN to edge environments

Learning the cross-modal discriminative feature representation for RGB-T crowd counting

Logic tensor network with massive learned knowledge for aspect-based sentiment analysis

Symmetric transformer-based network for unsupervised image registration

Graph-regularized federated learning with shareable side information

A novel robust support vector machine classifier with feature mapping

TSEV-GAN: Generative Adversarial Networks with Target-aware Style Encoding and Verification for facial makeup transfer

Knowledge-aware document summarization: A survey of knowledge, embedding methods and architectures

Towards counterfactual and contrastive explainability and transparency of DCNN image classifiers