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A secure distributed machine learning protocol against static semi-honest adversaries

期刊: APPLIED SOFT COMPUTING, 2021; 102 ()

Machine learning has been successfully applied to various fields over the last few years. However, it still faces two critical challenges. On one hand......

A stochastic approximation method for probability prediction of docking success for aerial refueling

期刊: APPLIED SOFT COMPUTING, 2021; 103 ()

Aerial refueling is capable of increasing the endurance and flight range of aircraft. However, during the docking phase of aerial refueling, the docki......

A weighting model based on best-worst method and its application for environmental performance evaluation

期刊: APPLIED SOFT COMPUTING, 2021; 103 ()

The analytic hierarchy process (AHP) is widely used as a multi-criteria decision-making method in practical applications. Several researchers have exp......

Balancing accuracy and diversity in ensemble learning using a two-phase artificial bee colony approach

期刊: APPLIED SOFT COMPUTING, 2021; 105 ()

In ensemble learning, it is necessary to build a balancing mechanism to balance the accuracy of individual learners with the diversity between individ......

A genetic simulated annealing algorithm for parallel partial disassembly line balancing problem

期刊: APPLIED SOFT COMPUTING, 2021; 107 ()

The timely recovery and disassembly of waste electrical and electronic equipment (WEEE) can not only obtain a higher economic benefit but also can red......

Interactive multi-criteria group decision-making with probabilistic linguistic information for emergency assistance of COVID-19

期刊: APPLIED SOFT COMPUTING, 2021; 107 ()

This paper develops a new method for interactive multi-criteria group decision-making (MCGDM) with probabilistic linguistic information and applies to......

An joint end-to-end framework for learning with noisy labels

期刊: APPLIED SOFT COMPUTING, 2021; 108 ()

Deep neural networks (DNNs) have achieved excellent performance in image classification research, part of which is due to the large-scale training dat......

Video salient object detection using dual-stream spatiotemporal attention

期刊: APPLIED SOFT COMPUTING, 2021; 108 ()

Video salient object detection plays an important role in many exciting applications in different areas. However, the existing deep learning-based vid......

Neighborhood samples and surrogate assisted multi-objective evolutionary algorithm for expensive many-objective optimization problems

期刊: APPLIED SOFT COMPUTING, 2021; 105 ()

Many surrogate-assisted meta-heuristic algorithms have been proposed for single-objective expensive optimization problems, however, not so much attent......

Trust-region based adaptive radial basis function algorithm for global optimization of expensive constrained black-box problems

期刊: APPLIED SOFT COMPUTING, 2021; 105 ()

It has been a very challenging task to develop efficient and robust techniques to solve real-world engineering optimization problems due to the unknow......

A semi-parametric ensemble model for profit evaluation and investment decisions in online consumer loans with prepayments

期刊: APPLIED SOFT COMPUTING, 2021; 107 ()

In recent years, online consumer loans have advanced rapidly. Prepayment, which is the practice of repaying the loan before maturity, is increasingly ......

Cooperation and profit allocation for two-echelon logistics pickup and delivery problems with state-space-time networks

期刊: APPLIED SOFT COMPUTING, 2021; 109 ()

Cooperation is a powerful strategy to reduce the costs of pickup and delivery services in the conventional two-echelon pickup and delivery problems (2......

Homotopy-based hyper-heuristic searching approach for reciprocal feedback inversion of groundwater contamination source and aquifer parameters

期刊: APPLIED SOFT COMPUTING, 2021; 104 ()

Groundwater contamination source identification is critical for taking effective measures to design remediation strategies, assess contamination risks......

Clustering algorithm based on nature-inspired approach for energy optimization in heterogeneous wireless sensor network

期刊: APPLIED SOFT COMPUTING, 2021; 104 ()

In this paper, we present a clustering model for energy optimization based on the nature-inspired behaviour of animals. This clustering model finds th......

Edge computing-based person detection system for top view surveillance: Using CenterNet with transfer learning

期刊: APPLIED SOFT COMPUTING, 2021; 107 ()

Edge computing significantly expands the range of information technology in smart video surveillance applications in the era of intelligent and connec......

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