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Expert Systems with Applications （ESWA） - Volume 186 论文列表

点击这里查看 Expert Systems with Applications 的JCR分区、影响因子等信息
卷期号： Volume 186
发布时间： 30 December 2021
卷期年份： 2021
卷期官网： https://www.sciencedirect.com/journal/expert-systems-with-applications/vol/186/suppl/C
本期论文列表
Editorial Board

An attention-based CNN-BiLSTM hybrid neural network enhanced with features of discrete wavelet transformation for fetal acidosis classification

Benchmarking the efficiency of water and sewerage companies: Application of the stochastic non-parametric envelopment of data (stoned) method

Performance analysis of the integration between Portfolio Optimization and Technical Analysis strategies in the Brazilian stock market

Fully component selection: An efficient combination of feature selection and principal component analysis to increase model performance

Flexible job-shop scheduling and heterogeneous repairman assignment with maintenance time window and employee timetable constraints

Unified distributed robust regression and variable selection framework for massive data

Distance transform based text-line extraction from unconstrained handwritten document images

Natural Language Processing for the identification of Human factors in aviation accidents causes: An application to the SHEL methodology

MFeature: Towards high performance evolutionary tools for feature selection

HeartMan DSS: A decision support system for self-management of congestive heart failure

Novel distributed load balancing algorithms in cloud storage

Application of modified Black-Litterman model for active portfolio management

An enhanced separable reversible and secure patient data hiding algorithm for telemedicine applications

An empirical analysis of the cardinality constrained expectile-based VaR portfolio optimization problem

Solving the battery swap station location-routing problem with a mixed fleet of electric and conventional vehicles using a heuristic branch-and-price algorithm with an adaptive selection scheme

Robust clustering with sparse corruption via ℓ2,1, ℓ1 norm constraint and Laplacian regularization

Novel implicit-trust-network-based recommendation methodology

Bead geometry modeling on uneven base metal surface by fuzzy systems for multi-pass welding

A hierarchical multi-agent architecture based on virtual identities to explain black-box personalization policies

An automated slice sorting technique for multi-slice computed tomography liver cancer images using convolutional network

Dynamic time warp-based clustering: Application of machine learning algorithms to simulation input modelling

Visualizing high-dimensional industrial process based on deep reinforced discriminant features and a stacked supervised t-distributed stochastic neighbor embedding network

Reinforcement learning-based register renaming policy for simultaneous multithreading CPUs

Intelligent Asset Allocation using Predictions of Deep Frequency Decomposition

A visualized bibliometric analysis of mapping research trends of machine learning in engineering (MLE)

Optimal path finding in stochastic quasi-dynamic environments using particle swarm optimization

Fuzzy Request Set Modelling for Detecting Multiplexed Asymmetric DDoS Attacks on HTTP/2 servers

GL-GCN: Global and Local Dependency Guided Graph Convolutional Networks for aspect-based sentiment classification

Fast prediction of complicated temperature field using Conditional Multi-Attention Generative Adversarial Networks (CMAGAN)

Online updating extended belief rule-based system for sensor-based activity recognition

UIFDBC: Effective density based clustering to find clusters of arbitrary shapes without user input

Prediction of stock price direction using a hybrid GA-XGBoost algorithm with a three-stage feature engineering process

Two-stage convolutional neural network for road crack detection and segmentation

A review on social spam detection: Challenges, open issues, and future directions

Multimodel anomaly detection on spatio-temporal logistic datastream with open anomaly detection architecture

Building condition assessment using artificial neural network and structural equations

Towards better subtitles: A multilingual approach for punctuation restoration of speech transcripts

Selection of bus chassis for large fleet operators in India: An AHP-TOPSIS approach

Interval valued intuitionistic fuzzy AHP-WASPAS based public transportation service quality evaluation by a new extension of SERVQUAL Model: P-SERVQUAL 4.0

Explaining anomalies detected by autoencoders using Shapley Additive Explanations

Medical decision support system for cancer treatment in precision medicine in developing countries

Is the suggested food your desired?: Multi-modal recipe recommendation with demand-based knowledge graph

Deep-HR: Fast heart rate estimation from face video under realistic conditions

A novel version of Cuckoo search algorithm for solving optimization problems

COVID-19 and other viruses: Holding back its spreading by massive testing

Portfolio formation and optimization with continuous realignment: A suggested method for choosing the best portfolio of stocks using variable length NSGA-II

Experimental analysis of tardiness in preemptive single machine scheduling

Automatic detection of user trajectories from social media posts

Customer classification: A Mamdani fuzzy inference system standpoint for modifying the failure mode and effect analysis based three dimensional approach

Brain network topology unraveling epilepsy and ASD Association: Automated EEG-based diagnostic model

Unsupervised embedded feature learning for deep clustering with stacked sparse auto-encoder

Unsupervised multi-subepoch feature learning and hierarchical classification for EEG-based sleep staging

A multi-objective simulation–optimization for a joint problem of strategic facility location, workforce planning, and capacity allocation: A case study in the Royal Australian Navy

A novel structural adaptive discrete grey prediction model and its application in forecasting renewable energy generation

An analytical approach for big social data analysis for customer decision-making in eco-friendly hotels

Lane change strategy analysis and recognition for intelligent driving systems based on random forest

Short-term load forecasting with dense average network

Hierarchical control of multi-agent reinforcement learning team in real-time strategy (RTS) games

Research on knowledge graph alignment model based on deep learning

An advanced TOPSIS method with new fuzzy metric based on interval type-2 fuzzy sets

Biased autoencoder for collaborative filtering with temporal signals

A fuzzy incidence coloring to monitor traffic flow with minimal waiting time

Application of data-driven models to predictive maintenance: Bearing wear prediction at TATA steel

TrafficBERT: Pre-trained model with large-scale data for long-range traffic flow forecasting

Efficient algorithms for mining closed high utility itemsets in dynamic profit databases

An efficient image super resolution model with dense skip connections between complex filter structures in Generative Adversarial Networks

Bi-objective dynamic multiprocessor open shop scheduling for maintenance and healthcare diagnostics

A distributed model for sampling large scale social networks

A simulated annealing-based recommender system for solving the tourist trip design problem

KR-DBSCAN: A density-based clustering algorithm based on reverse nearest neighbor and influence space

Expert system dedicated to condition-based maintenance based on a knowledge graph approach: Application to an aeronautic system

A new wrapper feature selection method for language-invariant offline signature verification

Drug-target continuous binding affinity prediction using multiple sources of information

Adversarial machine learning in Network Intrusion Detection Systems

Identifying vital nodes from local and global perspectives in complex networks

A GWO-based multi-robot cooperation method for target searching in unknown environments

Elitist non-dominated sorting Harris hawks optimization: Framework and developments for multi-objective problems

Sperm Motility Analysis by using Recursive Kalman Filters with the smartphone based data acquisition and reporting approach

The adaptable Pareto set problem for facility location: A video game approach

Attentional matrix factorization with context and co-invocation for service recommendation

Macroeconomic forecasting with statistically validated knowledge graphs

Analysis of sentiment in tweets addressed to a single domain-specific Twitter account: Comparison of model performance and explainability of predictions

Robotic Hierarchical Graph Neurons. A novel implementation of HGN for swarm robotic behaviour control

Brain inspired lifelong learning model based on neural based learning classifier system for underwater data classification

An ontology engineering approach to measuring city education system performance

Explainable prediction of electric energy demand using a deep autoencoder with interpretable latent space

An efficient Nyström spectral clustering algorithm using incomplete Cholesky decomposition

A Novel Minutiae Triangulation Technique for Non-invertible Fingerprint Template Generation

Research on the consistency of additive trapezoidal fuzzy preference relations

A multi-objective formulation of maximal covering location problem with customers’ preferences: Exploring Pareto optimality-based solutions

An automatic feature construction method for salient object detection: A genetic programming approach

Real-time prediction of nuclear power plant parameter trends following operator actions

A dynamic predictor selection algorithm for predicting stock market movement

Extended Hapicare: A telecare system with probabilistic diagnosis and self-adaptive treatment

CovH2SD: A COVID-19 detection approach based on Harris Hawks Optimization and stacked deep learning

Audiovisual speaker indexing for Web-TV automations

A compact compound sinusoidal differential evolution algorithm for solving optimisation problems in memory-constrained environments

Towards noninvasive and fast detection of Glycated hemoglobin levels based on ECG using convolutional neural networks with multisegments fusion and Varied-weight

Deep learning with multiple scale attention and direction regularization for asset price prediction