This paper focuses on the construction of the universities' intelligent campus, and analyzes its application under the background of big data. The core purpose is to build the intellectual campus, changing the current situation of single talent training, meet the basic needs of the construction data...

In order to solve the useless feature and class imbalance problem in software defect prediction(SDP), this paper proposes a new prediction method which is based on data sampling and multivariate filter feature selection. Firstly, the sampling method re-samples the data set to achieve the data balance....

Cold chain logistics demands a high temperature standard during transportation. In order to ensure temperature requirement, a wireless sensor network used for cool box temperature monitoring and GPS location in cold chain logistics is presented in this paper. Wireless sensor module collects sensory data,...

In order to perform lip segmentation in a lip-reading system, we propose a new method based on maximum a posterior and Markov random field (MAP-MRF) framework to statistically model observed images of different texture areas in this paper. First, we establish a multi-scale model to capture the characteristics...

The semi-analytical and semi-numerical transfer function method is applied to the nonlinear flutter of a high-aspect-ratio aircraft wing. Firstly, the flutter differential equation of a three-dimensional wing is established by combining the bend-twist vibration equations of the wing and the ONERA nonlinear...

The paper describes the benefits of cloud computing for enterprise cost reductions, rapid deployment and dynamic extensions, while the virtualization technology brings some potential hazards and risks to network security. According to the characteristics of cloud computing technology, we put forward...

This paper research the clothing blemishes detection theory based on smart clothing support robots, and proposes a clothing detection system based on smart clothing support robot of multi-objective collaborative intelligence; and proposes a clothing quality inspection method based on multi-features collaboration...

Typically most data processing of IOT focuses on Cloud Computing. The huge amount of end devices and real-time data transmission leave great pressure on network bandwidth and Cloud Computing data centers. The paper suggests the introduction of Fog Computing between data centers and end devices of IOT...

An excellent algorithm is critical to classify data. The algorithm of Classification based on Multiple Association Rules combines association rules with classification. The limitations of traditional CMAR algorithm are analyzed and an improved algorithm is presented. In the new algorithm, each attribute...

Lung cancer is one of the most common forms of cancer resulting in over a million deaths per year worldwide. In order to classify the lung CT images, this paper presents a classification method using 3D-CNN with a scheduled learning strategy. To get compact and uniform data for training and feature extracting,...

The approach of Internet of Everything brings some challenges to the storage and processing of those connected data. Aiming at problems of complex construction process, tedious maintenance of relational table and weak expansibility of table structure when using traditional relational database to store...

Internet of Things (IoT) application support system is key infrastructures and common software platform for various IoT applications at launch sites. The research studies the progress of IoT middleware related to academia and industry. On the basis of hybrid architecture, the paper proposes the architecture...

Based on the limitation of handheld mobile voice assistant in usability, this paper analyzes the important role and characteristics of visual feedback in voice interaction interface, and discusses the research and the application status of voice assistant usability. On this basis, taking the interaction...

This paper presents a dual circular polarization microstrip antenna with different sizes of two square patches stacked, so that it can realize dual-band antenna. Right circular polarization in S band is achieved by the upper patch antenna with diagonal corner cut method and with single feed method. The...

The selection of logistic supplier is the key factor for the company to promote the operation efficiency and reduce the cost in business. It is crucial for the company to choose proper logistics suppliers based on the specific rules. With the development of scientific and technological innovation, such...

The disposal of marine emergencies and the maintenance of maritime rights are important links of marine environmental security guarantee. By analyzing its task process and characteristics, this paper analyzes its decision-making process, analyzes its operation needs, and then establishes a decision-making...

The location-aware privacy preserving is the key issue to connected vehicles, since they share many traffic information when driving, which possibly leak their location privacies at the same time. In this paper, we propose a novel method of dynamic periodic pseudonym (DPP) improve the location privacy...

With the growth of existing knowledge graph, the completion of knowledge graph has become a crucial problem. In this paper, we propose a novel model based on description-embodied knowledge representation learning framework, which is able to take advantages of both fact triples and entity description....

Based on the data of 10 listed agricultural companies from 2011 to 2015, this paper analyzes the technology and scale efficiency of 10 listed agricultural companies by Data Envelopment Analysis (DEA). The results show that: the listed companies that have the best technical efficiency and economies of...

According to the data 2010-2016 published by the State Intellectual Property Office and the patent data of Heilongjiang Intellectual Property Office, this paper analyses the patent output capacity of Heilongjiang universities and its contribution to the whole province's patent output. Based on the three...