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Knowledge Based Systems （KBS） - Volume 253 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 253
发布时间： 11 October 2022
卷期年份： 2022
卷期官网： https://www.sciencedirect.com/journal/knowledge-based-systems/vol/253/suppl/C
本期论文列表
Editorial Board

Model-agnostic and diverse explanations for streaming rumour graphs

Robust kernel-free support vector regression based on optimal margin distribution

Intelligent dual stream CNN and echo state network for anomaly detection

Spaks: Self-paced multiple kernel subspace clustering with feature smoothing regularization

ACDC: Online unsupervised cross-domain adaptation

Gaussian gravitation for cluster ensembles

Learning an enhanced consensus representation for multi-view clustering via latent representation correlation preserving

Federated one-class collaborative filtering via privacy-aware non-sampling matrix factorization

Tackling background ambiguities in multi-class few-shot point cloud semantic segmentation

ASK-RoBERTa: A pretraining model for aspect-based sentiment classification via sentiment knowledge mining

Discrete Fusion Adversarial Hashing for cross-modal retrieval

Scale adaption-guided human face detection

ConvUNeXt: An efficient convolution neural network for medical image segmentation

Improved deep clustering model based on semantic consistency for image clustering

Learning to predict diverse human motions from a single image via mixture density networks

Vision transformers for dense prediction: A survey

Graph-based cognitive diagnosis for intelligent tutoring systems

Signature based Merkle Hash Multiplication algorithm to secure the communication in IoT devices

Community hiding using a graph autoencoder

3LPR: A three-stage label propagation and reassignment framework for class-imbalanced semi-supervised learning

Multi-granularity visual explanations for CNN

ITL-IDS: Incremental Transfer Learning for Intrusion Detection Systems

Double-kernel based class-specific broad learning system for multiclass imbalance learning

Federated Markov Logic Network for indoor activity recognition in Internet of Things

Success history based adaptive multi-objective differential evolution variants with an interval scheme for solving simultaneous topology, shape and sizing truss reliability optimisation

Cost-effective CNNs-based prototypical networks for few-shot relation classification across domains

Self-adaptive weighted interaction feature selection based on robust fuzzy dominance rough sets for monotonic classification

Deep representation-based transfer learning for deep neural networks

Deep learning and machine learning-based voice analysis for the detection of COVID-19: A proposal and comparison of architectures

A novel interval-valued three-way decision theory under multiple criteria environment

Warm-starting constraint generation for mixed-integer optimization: A Machine Learning approach

An adaptive Drop method for deep neural networks regularization: Estimation of DropConnect hyperparameter using generalization gap

Robust discriminative projection with dynamic graph regularization for feature extraction and classification

A hybrid approach for high-dimensional optimization: Combining particle swarm optimization with mechanisms in neuro-endocrine-immune systems

MABUSE: A margin optimization based feature subset selection algorithm using boosting principles

Resource-constrained self-organized optimization for near-real-time offloading satellite earth observation big data

OGCNet: Overlapped group convolution for deep convolutional neural networks

Multi-granularity Association Learning for On-the-fly Fine-grained Sketch-based Image Retrieval

Echo spiking neural P systems

Digital twin and machine learning for decision support in thermal power plant with combustion engines

A linguistic belief-based evidential reasoning approach and its application in aiding lung cancer diagnosis

A Decomposition based Multi-Objective Heat Transfer Search algorithm for structure optimization

A FKPCA-GWO WDBiLSTM classifier for intrusion detection system in cloud environments

A robust approach to attribute reduction based on double fuzzy consistency measure

Double embedding and bidirectional sentiment dependence detector for aspect sentiment triplet extraction

Staged query graph generation based on answer type for question answering over knowledge base