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Knowledge Based Systems (KBS) - Volume 205 论文列表

本期论文列表
Editorial Board

Fast hyperparameter tuning using Bayesian optimization with directional derivatives

Adaptive and efficient high-order rating distance optimization model with slack variable

Double-level adversarial domain adaptation network for intelligent fault diagnosis

Community detection based on the Matthew effect

Interactive online learning for graph matching using active strategies

A reliable version of choquistic regression based on evidence theory

EEG-based emotion recognition using an end-to-end regional-asymmetric convolutional neural network

Deep clustering by maximizing mutual information in variational auto-encoder

Phase space elliptic density feature for epileptic EEG signals classification using metaheuristic optimization method

A unified multi-level spectral–temporal feature learning framework for patient-specific seizure onset detection in EEG signals

A new COVID-19 Patients Detection Strategy (CPDS) based on hybrid feature selection and enhanced KNN classifier

Lightweight image super-resolution with enhanced CNN

A novel group recommender system based on members’ influence and leader impact

SK-GCN: Modeling Syntax and Knowledge via Graph Convolutional Network for aspect-level sentiment classification

Simultaneously learning feature-wise weights and local structures for multi-view subspace clustering

Spatio-temporal feature fusion for dynamic taxi route recommendation via deep reinforcement learning

A proactive decision support system for predicting traffic crash events: A critical analysis of imbalanced class distribution

Meta-knowledge dictionary learning on 1-bit response data for student knowledge diagnosis

Deep Flexible Structured Spatial–Temporal Model for Taxi Capacity Prediction

Learning sparse features with lightweight ScatterNet for small sample training

Joint subspace and discriminative learning for self-paced domain adaptation

Multi-surrogate multi-tasking optimization of expensive problems

Agent-based modeling and simulations of terrorist attacks combined with stampedes

State representation modeling for deep reinforcement learning based recommendation

Verify and measure the quality of rule based machine leaning

Fusion with distance-aware selection strategy for dandelion algorithm

Clustering and supervised response for XACML policy evaluation and management

An edge creation history retrieval based method to predict links in social networks

Hyper-heuristic local search for combinatorial optimisation problems

Artificial Bee Colony algorithm based on Dominance (ABCD) for a hybrid gene selection method