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Knowledge Based Systems （KBS） - Volume 227 论文列表

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卷期号： Volume 227
发布时间： 5 September 2021
卷期年份： 2021
卷期官网： https://www.sciencedirect.com/journal/knowledge-based-systems/vol/227/suppl/C
本期论文列表
Editorial Board

Constraint handling technique based on Lebesgue measure for constrained multiobjective particle swarm optimization algorithm

A novel hybrid feature selection method considering feature interaction in neighborhood rough set

Adaptive graph-based generalized regression model for unsupervised feature selection

Multi-output Gaussian process prediction for computationally expensive problems with multiple levels of fidelity

Metric learning for novel motion rejection in high-density myoelectric pattern recognition

Discriminative information preservation: A general framework for unsupervised visual Domain Adaptation

Finger vein recognition system with template protection based on convolutional neural network

Exploiting spatio-temporal representation for 3D human action recognition from depth map sequences

Deep learning in ECG diagnosis: A review

Heterogeneous Relational Graph Neural Networks with Adaptive Objective for End-to-End Task-Oriented Dialogue

See, hear, read: Leveraging multimodality with guided attention for abstractive text summarization

Dual-view hypergraph neural networks for attributed graph learning

Soft subspace clustering of interval-valued data with regularizations

Balancing topology structure and node attribute in evolutionary multi-objective community detection for attributed networks

ADCF: Attentive representation learning and deep collaborative filtering model

An Adaptive Machine Learning System for predicting recurrence of child maltreatment: A routine activity theory perspective

Kernel multi-attention neural network for knowledge graph embedding

Apparatus and methods for mouse behavior recognition on foot contact features

A robust and fast multispectral pedestrian detection deep network

A hybrid deep generative neural model for financial report generation

Global EM-driven optimization of multi-band antennas using knowledge-based inverse response-feature surrogates

An improved gravity model to identify influential nodes in complex networks based on k-shell method

A novel network with multiple attention mechanisms for aspect-level sentiment analysis

Multi-task analysis discriminative dictionary learning for one-class learning

Domain Invariant and Agnostic Adaptation

Ensemble dimension reduction based on spectral disturbance for subspace clustering

Development of Deer Hunting linked Earthworm Optimization Algorithm for solving large scale Traveling Salesman Problem

Zero-shot domain adaptation for natural language inference by projecting superficial words out

Transfer learning based surrogate assisted evolutionary bi-objective optimization for objectives with different evaluation times

CS-BPSO: Hybrid feature selection based on chi-square and binary PSO algorithm for Arabic email authorship analysis

A robust multiobjective Harris’ Hawks Optimization algorithm for the binary classification problem

Multi-modal Knowledge-aware Reinforcement Learning Network for Explainable Recommendation

Kernel Risk-Sensitive Loss based Hyper-graph Regularized Robust Extreme Learning Machine and Its Semi-supervised Extension for Classification

Multi-fidelity global optimization using a data-mining strategy for computationally intensive black-box problems

Fusion of linear base classifiers in geometric space

Adaptive crossover operator based multi-objective binary genetic algorithm for feature selection in classification

No Free Lunch in imbalanced learning

Evolving data-adaptive support vector machines for binary classification

Image generation from text with entity information fusion

How does that name sound? Name representation learning using accent-specific speech generation

K-means clustering for the aggregation of HFLTS possibility distributions: N-two-stage algorithmic paradigm

Noise label learning through label confidence statistical inference

Enhancement of a multi-dialectal sentiment analysis system by the detection of the implied sarcastic features

Deep transfer learning for conditional shift in regression

Orthogonal Nonnegative Matrix Factorization using a novel deep Autoencoder Network

Feature selection for dynamic interval-valued ordered data based on fuzzy dominance neighborhood rough set

Robust transfer learning based on Geometric Mean Metric Learning

Social influence minimization based on context-aware multiple influences diffusion model

Multi-source information fusion for safety risk assessment in underground tunnels

Oblique predictive clustering trees

A condense-then-select strategy for text summarization

A practical knowledge-based ranking approach to identify critical circuit breakers in large power systems

Automatic orientation detection of abstract painting

Practical and high-quality partitioning algorithm for large-scale and time-evolving graphs

Inductive and irregular dynamic network representation based on ordinary differential equations

A multi-measure feature selection algorithm for efficacious intrusion detection

Robust multiple kernel subspace clustering with block diagonal representation and low-rank consensus kernel

On the importance of isolated infeasible solutions in the many-objective constrained NSGA-III

Word-level emotion distribution with two schemas for short text emotion classification

Sentiment Lossless Summarization

A commonsense reasoning framework for explanatory emotion attribution, generation and re-classification

Knowledge-enabled BERT for aspect-based sentiment analysis

A constrained optimization approach for cross-domain emotion distribution learning

Model order selection for approximate Boolean matrix factorization problem

MöbiusE: Knowledge Graph Embedding on Möbius Ring