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End-to-end heart sound segmentation using deep convolutional recurrent network

期刊: COMPLEX & INTELLIGENT SYSTEMS, 2021; 7 (4)

Heart sound segmentation (HSS) aims to detect the four stages (first sound, systole, second heart sound and diastole) from a heart cycle in a phonocar......

Explainable recommendation based on knowledge graph and multi-objective optimization

期刊: COMPLEX & INTELLIGENT SYSTEMS, 2021; 7 (3)

Recommendation system is a technology that can mine user's preference for items. Explainable recommendation is to produce recommendations for target u......

High dimensional feature data reduction of multichannel sEMG for gesture recognition based on double phases PSO

期刊: COMPLEX & INTELLIGENT SYSTEMS, 2021; 7 (4)

Surface electromyography (sEMG) is a kind of valuable bioelectric signal and very potential in the field of human-machine interaction. Ideal interacti......

Genetic programming with separability detection for symbolic regression

期刊: COMPLEX & INTELLIGENT SYSTEMS, ; ()

Genetic Programming (GP) is a popular and powerful evolutionary optimization algorithm that has a wide range of applications such as symbolic regressi......

Surrogate-assisted evolutionary algorithm for expensive constrained multi-objective discrete optimization problems

期刊: COMPLEX & INTELLIGENT SYSTEMS, ; ()

Surrogate-assisted optimization has attracted much attention due to its superiority in solving expensive optimization problems. However, relatively li......

Knowledge from the original network: restore a better pruned network with knowledge distillation

期刊: COMPLEX & INTELLIGENT SYSTEMS, ; ()

To deploy deep neural networks to edge devices with limited computation and storage costs, model compression is necessary for the application of deep ......

A projection-based continuous-time algorithm for distributed optimization over multi-agent systems

期刊: COMPLEX & INTELLIGENT SYSTEMS, ; ()

Multi-agent systems are widely studied due to its ability of solving complex tasks in many fields, especially in deep reinforcement learning. Recently......

Fugl-Meyer hand motor imagination recognition for brain-computer interfaces using only fNIRS

期刊: COMPLEX & INTELLIGENT SYSTEMS, ; ()

As a relatively new physiological signal of brain, functional near-infrared spectroscopy (fNIRS) is being used more and more in brain-computer interfa......

FMCGP: frameshift mutation cartesian genetic programming

期刊: COMPLEX & INTELLIGENT SYSTEMS, ; ()

Cartesian Genetic Programming (CGP) is a variant of Genetic Programming (GP) with the individuals represented by a two-dimensional acyclic directed gr......

A solution algorithm for integrated production-inventory-routing of perishable goods with transshipment and uncertain demand

期刊: COMPLEX & INTELLIGENT SYSTEMS, ; ()

Supply and distribution management of blood products is a challenging task due to their short lifespan. The problem is even more sophisticated conside......

Solving the location problem of front distribution center for omni-channel retailing

期刊: COMPLEX & INTELLIGENT SYSTEMS, ; ()

Consumer demand and retailing models nowadays are being upgraded more frequently. More and more retailers are switching to the Omni-channel retailing ......

Attention neural collaboration filtering based on GRU for recommender systems

期刊: COMPLEX & INTELLIGENT SYSTEMS, ; ()

The collaborative filtering method is widely used in the traditional recommendation system. The collaborative filtering method based on matrix factori......

Stability analysis of genetic regulatory networks via a linear parameterization approach

期刊: COMPLEX & INTELLIGENT SYSTEMS, ; ()

This paper investigates the problem of finite-time stability (FTS) for a class of delayed genetic regulatory networks with reaction-diffusion terms. I......

A bi-stage surrogate-assisted hybrid algorithm for expensive optimization problems

期刊: COMPLEX & INTELLIGENT SYSTEMS, ; ()

Surrogate-assisted meta-heuristic algorithms have shown good performance to solve the computationally expensive problems within a limited computationa......

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