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Revealing New Technologies in Ocean Engineering Research using Machine Learning

期刊: INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2021; 16 (2)

On par with aerospace engineering, ocean engineering has caught a lot of attention recently. In this paper we employ machine learning and natural lang......

Regression Loss in Transformer-based Supervised Neural Machine Translation

期刊: INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2021; 16 (4)

Transformer-based model has achieved human-level performance in supervised neural machine translation (SNMT), much better than the models based on rec......

A Boundary Determined Neural Model For Relation Extraction

期刊: INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2021; 16 (3)

Existing models extract entity relations only after two entity spans have been precisely extracted that influenced the performance of relation extract......

Screening Key Indicators for Acute Kidney Injury Prediction Using Machine Learning

期刊: INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2021; 16 (3)

Acute kidney injury is a common critical disease with a high mortality. The large number of indicators in AKI patients makes it difficult for clinicia......

Improved RBF Network Intrusion Detection Model Based on Edge Computing with Multi-algorithm Fusion

期刊: INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2021; 16 (4)

Edge computing is difficult to deploy a complete and reliable security strategy due to its dis-tributed computing architecture and inherent heterogene......

Finite Time Synchronization of Inertial Memristive Neural Networks with Time Varying Delay

期刊: INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2021; 16 (4)

Finite time synchronization control of inertial memristor-based neural networks with varying delay is considered. In view of drive and response concep......

Prognosis Prediction of Stroke based on Machine Learning and Explanation Model

期刊: INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2021; 16 (2)

The prognosis prediction of stroke is of great significance to its prevention and treatment. This paper used machine learning to predict stroke progno......

Entropic Explanation of Power Set

期刊: INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2021; 16 (4)

A power set of a set S is defined as the set of all subsets of S, including set S itself and empty set, denoted as P(S) or 2(S). Given a finite set S ......

Deep Spatio-temporal Learning Model for Air Quality Forecasting

期刊: INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2021; 16 (2)

In recent years, air pollution has seriously affected people's production and life, so the air prediction has become a research hotspot in recent year......

A Resource Allocation Algorithm for Ultra-Dense Networks Based on Deep Reinforcement Learning

期刊: INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2021; 16 (2)

The resource optimization of ultra-dense networks (UDNs) is critical to meet the huge demand of users for wireless data traffic. But the mainstream op......

A New Semantic-Based Tool Detection Method for Robots

期刊: INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2021; 16 (2)

Home helper robots have become more acceptable due to their excellent image recognition ability. However, some common household tools remain challengi......

Extract Executable Action Sequences from Natural Language Instructions Based on DQN for Medical Service Robots

期刊: INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2021; 16 (2)

The emergence and popularization of medical robots bring great convenience to doctors in treating patients. The core of medical robots is the interact......

Efficient Building Extraction for High Spatial Resolution Images Based on Dual Attention Network

期刊: INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2021; 16 (4)

Building extraction with high spatial resolution images becomes an important research in the field of computer vision for urban-related applications. ......

Multi-attribute Group Decision Making Method with Unknown Attribute Weights Based on the Q-rung Orthopair Uncertain Linguistic Power Muirhead Mean Operators

期刊: INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2021; 16 (3)

Q-rung orthopair uncertain linguistic sets (q-ROULSs) are a powerful tool for describing ambiguity and uncertainty of linguistic information. In this ......

Construction Method of Tender Document Based on Case-based Reasoning

期刊: INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2021; 16 (3)

The core activities of tender documents compilation are to collect similar historical tender documents, select compilation templates of tender documen......

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