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Auto-sharing parameters for transfer learning based on multi-objective optimization

期刊: INTEGRATED COMPUTER-AIDED ENGINEERING, 2021; 28 (3)

Transfer learning methods exploit similarities between different datasets to improve the performance of the target task by transferring knowledge from......

Exploiting higher-order patterns for community detection in attributed graphs

期刊: INTEGRATED COMPUTER-AIDED ENGINEERING, 2021; 28 (2)

As a fundamental task in cluster analysis, community detection is crucial for the understanding of complex network systems in many disciplines such as......

Image-based textile decoding

期刊: INTEGRATED COMPUTER-AIDED ENGINEERING, 2021; 28 (2)

A textile fabric consists of countless parallel vertical yarns (warps) and horizontal yarns (wefts). While common looms can weave repetitive patterns,......

Multi-behaviors coordination controller design with enzymatic numerical P systems for robots

期刊: INTEGRATED COMPUTER-AIDED ENGINEERING, 2021; 28 (2)

Membrane computing models are parallel and distributed natural computing models. These models are often referred to as P systems. This paper proposes ......

3D mesh simplification with feature preservation based on Whale Optimization Algorithm and Differential Evolution

期刊: INTEGRATED COMPUTER-AIDED ENGINEERING, 2020; 27 (4)

Large-scale 3D models consume large computing and storage resources. To address this challenging problem, this paper proposes a new method to obtain t......

Self-adapted optimization-based video magnification for revealing subtle changes

期刊: INTEGRATED COMPUTER-AIDED ENGINEERING, 2020; 27 (2)

Video magnification techniques can reveal subtle temporal variations that are difficult or even impossible to see with the naked eye and display them ......

A domain-specific modeling approach supporting tool-chain development with Bayesian network models

期刊: INTEGRATED COMPUTER-AIDED ENGINEERING, 2020; 27 (2)

Constructing and evaluating a comprehensive tool-chain with commercial off-the-shelf and proprietary tools for the deployment of model-based systems e......

A membrane parallel rapidly-exploring random tree algorithm for robotic motion planning

期刊: INTEGRATED COMPUTER-AIDED ENGINEERING, 2020; 27 (2)

In recent years, incremental sampling-based motion planning algorithms have been widely used to solve robot motion planning problems in high-dimension......

Pointwise geometric and semantic learning network on 3D point clouds

期刊: INTEGRATED COMPUTER-AIDED ENGINEERING, 2020; 27 (1)

The geometric and semantic information of 3D point clouds significantly influence the analysis of 3D point cloud structures. However, semantic learnin......

Optimizing the energy-spectrum efficiency of cellular systems by evolutionary multi-objective algorithm

期刊: INTEGRATED COMPUTER-AIDED ENGINEERING, 2019; 26 (2)

Energy harvesting is one of the most important technologies in green communication. Wireless systems usually have different traffic loads and availabl......

JIF:4.9

A convergence-diversity balanced fitness evaluation mechanism for decomposition-based many-objective optimization algorithm

期刊: INTEGRATED COMPUTER-AIDED ENGINEERING, 2019; 26 (2)

Many-objective optimization problems (MaOPs) have great challenges for traditional Pareto-based multi-objective evolutionary algorithms (MOEAs). One o......

JIF:4.9

A multi-aperture optical flow estimation method for an artificial compound eye

期刊: INTEGRATED COMPUTER-AIDED ENGINEERING, 2019; 26 (2)

An artificial compound eye (ACE) is a bio-inspired vision sensor which mimics a natural compound eye (typical of insects). This artificial eye is able......

JIF:4.9

Unilateral sensorineural hearing loss identification based on double-density dual-tree complex wavelet transform and multinomial logistic regression

期刊: INTEGRATED COMPUTER-AIDED ENGINEERING, 2019; 26 (4)

AIM: Unilateral sensorineural hearing loss is a brain disease, which causes slight morphology changes within brain structure. Traditional manual metho......

JIF:4.9

Multi-objective evolutionary triclustering with constraints of time-series gene expression data

期刊: INTEGRATED COMPUTER-AIDED ENGINEERING, 2019; 26 (4)

The rapid development of gene expression profiling experiments in recent years has created a great demand for triclustering, i.e., simultaneously clus......

JIF:4.9

A requirement-driven architecture definition approach for conceptual design of mechatronic systems

期刊: INTEGRATED COMPUTER-AIDED ENGINEERING, 2019; 26 (4)

Designers specify design requirements and determine the interconnections between the design requirements and main components of the system architectur......

JIF:4.9

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