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A novel method of mental fatigue detection based on CNN and LSTM

期刊: INTERNATIONAL JOURNAL OF COMPUTATIONAL SCIENCE AND ENGINEERING, 2021; 24 (3)

Mental fatigue is a state that may occur due to excessive work or long-term stress. Electroencephalography (EEG) is considered a reliable standard for......

Flexible human motion transition via hybrid deep neural network and quadruple-like structure learning

期刊: INTERNATIONAL JOURNAL OF COMPUTATIONAL SCIENCE AND ENGINEERING, 2021; 24 (2)

Skeletal motion transition is of crucial importance to the animation creation. In this paper, we propose a hybrid deep learning framework that allows ......

A decision system based on intelligent perception and decision for scene ventilation safety

期刊: INTERNATIONAL JOURNAL OF COMPUTATIONAL SCIENCE AND ENGINEERING, 2021; 24 (2)

There are many hidden safety hazards in mine ventilation process, which cannot be dealt with in time. It is because the type of coal mine and its mini......

Array manifold matching algorithm based on fourth-order cumulant for 2D DOA estimation with two parallel nested arrays

期刊: INTERNATIONAL JOURNAL OF COMPUTATIONAL SCIENCE AND ENGINEERING, 2021; 24 (2)

In this paper, a two-dimensional (2D) direction-of-arrival (DOA) estimation algorithm with two parallel nested arrays is developed. Firstly, a constru......

Counterexample generation in CPS model checking based on ARSG algorithm

期刊: INTERNATIONAL JOURNAL OF COMPUTATIONAL SCIENCE AND ENGINEERING, 2021; 24 (3)

With the rapid development of software and physical devices, cyber-physical systems (CPS) are widely adopted in many application areas. Due to the inc......

Coupling model based on grey relational analysis and stepwise discriminant analysis for subsidence discrimination of foundation in soft clay areas

期刊: INTERNATIONAL JOURNAL OF COMPUTATIONAL SCIENCE AND ENGINEERING, 2021; 24 (1)

We selected grey correlation and stepwise discriminant analyses as basic models, proposed a coupling discrimination method, and designed and establish......

A blockchain-based authority management framework in traceability systems

期刊: INTERNATIONAL JOURNAL OF COMPUTATIONAL SCIENCE AND ENGINEERING, 2021; 24 (1)

The frequent occurrence of product quality and food safety incidents in recent years has greatly lost the trust of consumers. Traceability systems are......

Unmanned surface vehicle adaptive decision model for changing weather

期刊: INTERNATIONAL JOURNAL OF COMPUTATIONAL SCIENCE AND ENGINEERING, 2021; 24 (1)

The autonomous decision-making capability of unmanned surface vehicles (USV) is the basis for many tasks. Most of the works ignore the variability of ......

Application of light gradient boosting machine in mine water inrush source type online discriminant

期刊: INTERNATIONAL JOURNAL OF COMPUTATIONAL SCIENCE AND ENGINEERING, 2021; 24 (1)

Water inrush is a kind of mine geological disaster that threatens mining safety. Type recognition of water inrush sources is an effective auxiliary me......

Implicit emotional tendency recognition based on disconnected recurrent neural networks

期刊: INTERNATIONAL JOURNAL OF COMPUTATIONAL SCIENCE AND ENGINEERING, 2021; 24 (1)

Implicit emotional tendency recognition is a challenging task, for the patterns of implicit emotional sentences have no obvious sentiment words or pri......

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