Proceedings of the 2017 2nd International Conference on Control, Automation and Artificial Intelligence (CAAI 2017)

Session: AI Algorithms, Data Mining and Applications

51 articles
Proceedings Article

An ACO-based Algorithm for Efficient XACML Policy Evaluation

Yunpeng Zhang, Beibei Zhang
With the explosive growth of the internet, XACML policies have grown rapidly in size and complexity, and the efficiency of ABAC decision-making is unable to meet people's increasing demands, so this paper serves to solve this problem by providing a model based on an ACO algorithm. The model first divides...
Proceedings Article

A Fast Distributed Direct Postion Determination Algorithm Based on Delay and Doppler

Zhuo Qiu
In the moving sensor network, the direct positioning method (DPD) can greatly improve the positioning performance of the system, but it also brings the problem of high computational complexity and poor stability of the algorithm. In this paper, a distributed fast DPD algorithm based on time-frequency...
Proceedings Article

ISE: An Algorithm to Screen out the high-risk Group of Breast Cancer

Fei Chang, Rui Wang
In the study for the prevention and the control of breast cancer, using mobile devices to design questionnaires and applying models to screen out high-risk groups has great signifi-cance. However, some existing models are not suitable for the Asian women. In this work, we proposed an ISE algorithm to...
Proceedings Article

Modified "Current" Statisical Model Filtering Algorithm for Carrier Acceleration Calculation

Zhaolong Zhang, Yuegang Wang, Honglei Teng, Le Wang
Carrier acceleration is an important factor that influences the solution of the gravity anomaly in airborne gravimetry. The development of the airborne gravimetry has put forward a higher requirement to carrier acceleration. Considering the complex case of high-flying carrier in airborne gravimetry,...
Proceedings Article

A Novel Hybrid Algorithm Based on Fibonacci p-code and Gray DES

Guangming Yang, Jian Xiao, Zhenhua Tan, Wei Cheng
In this paper, a novel hybrid algorithm is proposed to solve the security problem of image information, which is on the basis of gray DES algorithm and Fibonacci p-code algorithm. Then, using self-reverse matrix to improve the Fibonacci p-code encryption algorithm and combing it with Gray DES algorithm...
Proceedings Article

Application of Heuristic Algorithm to Computer Based Interlocking Route Search

Li Ding, Shenghua Dai
In the Computer Based Interlocking (CBI) System of railway stations, the route search sub-module is one of the most important components, since its operating efficiency, reliability and safety can directly ensure the safety of train routes and shunting routes. This paper took an actual layout of railway...
Proceedings Article

Optimization of Automated Warehouse Location Based on Genetic Algorithm

Wanlei Wang, Jian Gao, Tianyi Gao, Haiting Zhao
The automated warehouse built in many enterprises still need through manual intervention or random allocation method for distribution of goods allocation. This distribution does not guarantee that the utilization rate of warehouse is high, especially when more types and a large number of goods, need...
Proceedings Article

The Algorithm for Extracting Elements of National Costume Based on Region Growing

Deqiang Yang, Jianhou Gan, Bin Wen, Tianwei Xu
It is difficult to effectively extract costume elements from the national costume image because the structure of costume images is complex and the gray distribution is irregular. Therefore, in this paper, a novel algorithm was proposed for the extraction of the elements using the mathematical morphology...
Proceedings Article

The Obstacle Avoidance for UAV Based on Improved Frames Difference and Optical Flow

Zhao Jin, Bin Yan, Run Ye
As to the outdoor real-time change has a bad influence on the obstacle detection and avoidance for UAV with monocular-version, this paper propose a moving obstacle detection algorithm based on three frames subtraction with adaptive iterative threshold and optical flow. Based on improved three frames...
Proceedings Article

A Universal Method for Intelligent Judgement

Mingzhe Li, Hongli Zhang, Lin Ye, Chuanwang Ma
In this paper, a universal method is proposed for intelligent judgement, which relies on feature vectors representing each case to enable intelligent judgement via machine learning algorithms. The process to extract feature vectors consists of three main steps: modeling the case, building feature words...
Proceedings Article

Fault Diagnosis of Gearbox of Wind Turbine Based on Improved Decision Tree Algorithm

Siwen Zhu, Bin Jiao
The most significant feature of the decision tree algorithm is to transform the complex decision-making process into a number of simple decision-making processes and then accumulate it. It's a tree structure similar to the flow chart. The decision tree can be applied to the fault diagnosis of wind turbine...
Proceedings Article

Improved Hybrid Algorithm of Path Planning for Automated Guided Vehicle in Storage System

Jian Wang, Xinhua Zhu, Minhuan Guo, Surui Yao, Yan Su
Aiming at the problem of automated guided vehicle path planning in storage system, this paper provided a new method which combines global path planning algorithm and local path planning algorithm to achieve the goal of finding the optimal path. In this paper, the improved A* algorithm is used as the...
Proceedings Article

A Modified Pattern Sequence-Based Forecasting Method for Electricity Price

Huaizhi Qiu, Lingling Zhao, Xiaohong Su
Electricity price forecasting is a relevant yet hard task in the field of one step time series forecasting. A new approach called Pattern Sequence-based Forecasting (PSF) shows a remarkable improvement in the time series prediction. The PSF consists of four steps: clustering, extraction pattern subsequence,...
Proceedings Article

Dynamic Generation of Commitment Protocol Based on Capability Matching in Open Systems

Jing Wang, Wei Liu, Shuang Li, Kun Wu
Agent collaboration is a fundamental part of multi-agent systems when an agent cannot accomplish a task by itself. Such collaborations are usually regulated by commitment protocols, which are typically defined at design-time. However, in many situations a protocol may not exist or be predefined at design-time...
Proceedings Article

The Programmable Synergetic Controller

Xiang Sun, Xiaojie Zhao, Yongwei Tang
A new type of Programmable Synergetic Controller (PSC) is introduced in this paper. The synergetic tasks can be transmitted rapidly and efficiently each other by it's embedded concurrent multiple communication modular with the streamlined synergetic information coding system in this controller. According...
Proceedings Article

Security Test Method Technology for Mobile Application Based on Code Analysis

Zhenyu Liu
The rapid development of mobile application, this paper gives a test method to find the security issues in the with mobile application software base on code analysis. The paper analyzes the code features of Android application and proposes static test method for Android application. According to code...
Proceedings Article

Question Classification Based on Improved TFIDF Algorithm

Jing Gao, Cui-xiao Zhang, Zhiqiang Wang, Guangzhen Zhao, Xuan Li
The feature weight calculation is an important part of question classification, feature weights directly affect the accuracy of the classification results, the traditional TFIDF algorithm is widely applied in the field, but it ignores the relationship between features and classes. Therefore, this paper...
Proceedings Article

Research and Application of Smart Hanger Based on Airbag Inflation Model and Fuzzy Self-adaptive PID method

Yihong Zhang, Xi Jin, Zhijie Wang
This paper demonstrates one smart hanger based on airbag inflation and fuzzy Self-adaptive PID method for intelligent garment inspecting system. To fully extend the garment to a proper position, one fuzzy Self-adaptive PID method is given to control the pneumatic motor by comparing the feedback value...
Proceedings Article

A Hybrid Modified PSO System Identification Method Based on the Asynchronous Time-Dependent Learning Factor

Jiangtao Zhai, Chengming Zhu, Chi He, Zhijun Yao, Yuewei Dai
In this paper, the system identification method to Hammerstein model is studied. Considered that the identification accuracy of the standard particle swarm optimization (PSO) is limited and the local optimal problem is easily occurred at later stage, the standard PSO and its initial value setting is...
Proceedings Article

A Parallel Decision Tree Based Algorithm on MPI for Multi-label Classification Learning

Yihao Zhou, Zhenzhou Ji, Kaiyu Wang
Multi-label classification is an important area of data mining, in where decision tree is one of the effective means to solve the problem. It faced a huge challenge of performance caused by large size of data. First, we translate the multi-label classification to several binary classifications. Then...
Proceedings Article

A New Robust Multi-station TDOA Localization Algorithm

Jianghuai Pan
During the multi-station TDOA Localization, instable or divergent positioning evaluation result, even invalid situation will occur caused by unreasonable sensor allocation, and analyzes the causes of ill-condition in traditional TDOA localization algorithm Therefore, this paper puts forward a kind of...
Proceedings Article

A Parallel Genetic Algorithm Based on MPI for N-Queen

Kaiyu Wang, Zhenzhou Ji, Yihao Zhou
Genetic Algorithm which has certain ability to learn is an ideal tool to solve the complicated problems. Genetic Algorithm follow the Darwinian evolution, the model N-Queens is classic NP problems the problem scale is exponential growth with the growth of queens. So it costs a mass of time to solve it...
Proceedings Article

A Novel Distance Estimation Algorithm for Bluetooth Devices Using RSSI

Junhua Huang, Song Chai, Nan Yang, Liang Liu
A lot of proximity related Bluetooth applications, such as Bluetooth indoor positioning/navigation and proximity detection, has emerged on market by using Received Signal Strength Index(RSSI). One of the key technology in these application is to estimate distance between Bluetooth devices. In this paper,...
Proceedings Article

lmaxRPCls: An Algorithm Utilizing Light Symmetry for Approximating maxRPC in Constraint Programming

Zhiying Xu, Shihui Song, Zhanshan Li
Constraint satisfaction problem (CSP) can be widely applied in many areas. This paper investigates the maximum restricted path consistency algorithm. There is a large quantity of useless checks in the process of searching for a PC-support with the most popular algorithm lmaxRPC3rm. Since lmaxRPC3rm has...
Proceedings Article

The Fountain-codes-based Encryption and Decryption Algorithm Research

Ming Hu, Wen Li, Fagao Yu, Xinrong Hu
Fountain code uses randomized coding to ensure the reliability of data, the paper uses the randomized coding of fountain code to enhance the security of encryption algorithm. FEA is a symmetric encryption algorithm, and its keys-lengths are variable and expansive to meet users' requirement with the setting...
Proceedings Article

The Model of Toll Station Planing

Dongdong Zhu, Furui Dong, Wenyang Shi, Shuang Zheng
When designing barrier tolls, the shape, size and merging pattern need to be taken into consideration. Besides, the safety codes and standard of accident prevention and throughout capacity must be met while the development and operating costs should be kept as low as possible. Six major factors impacting...
Proceedings Article

Mathematical Modeling for the Whirling Method of Multi-variant Screws

Yikun Li, Riliang Liu
Multi-variant screws are a kind of complex screws with two or more variable parameters, such as the lead, diameters, groove depth and edge width. These screws are increasingly used in machinery to compress, transfer, or process materials in many industries, and their sophisticated geometry plays a crucial...
Proceedings Article

Research on Application of High - efficiency Data Mining to Electric Power Data under Big Data

Weichun Ge, Zhenjiang Lei, Zhao Li, Xiaolei Hu, Jinyuan Liu
With the continuous construction of smart grid, power companies produce, transport, sales and management and management have a mass storage, heterogeneous forms, real-time processing of large amounts of data. How to make full use of and analyze these data, rapid access to valuable information of current...
Proceedings Article

Design and Implementation of Workflow Scheduling Platform for Big Data

Zhifei Tan, Chen Li, Xia Hou, Junlin Du, Haibo Wang
Data analysts use big data processing technology to analyze rich content and find statistical law. The demand for analyzing data is soaring. This paper designs a visualization big data workflow scheduling platform. It can simplify processes of analyzing data via using user interfaces to edit workflow....
Proceedings Article

Fast query of Big Data Based on rich Network Distribution Monitoring Information Flow

Zhijian Qu, Liang Zhao, Mingming Fan
In view of the inefficient query efficiency of mass monitoring data in distribution network, a new method for fast querying large data applications with rich network is proposed. Using the MPP query engine, the distribution data is embedded into the network monitoring interface, and the asynchronous...
Proceedings Article

An Incremental Feature Subset Selection Strategy Based on Convergency

Jian Shen, Jingbo Xia, Haiou Shen
Traffic classification is currently a significant challenge for network monitoring and management. Feature selection based on machine learning is an effective method to realize dimension reduction and decrease redundant information. To classify traffic flows with better performance, we put forward the...
Proceedings Article

The Research on Breaker Fault Status Parameter Classification of Improved Particle Swarm Optimization

Yihang Sun
In order to improve the mechanical structure of the type of fault resolution precision high voltage circuit breaker spring mechanism, the paper analyzes the characteristics of the circuit breaker and the combination of mechanical vibration signal PSO algorithm (PSO) SVM parameter optimization method...
Proceedings Article

A Data Sharing Scheme among Industrial Process Controllers Based on UDP

Liu Liu, Jun Du, Yandong Zhang, Guanjun Qin
With the development of industrial process control, more and more data need to be exchanged among industrial process controllers. Based on analysis of advantages & shortcomings of existing data sharing schemes among industrial process controllers, a new high-efficiency scheme is provided in this paper....
Proceedings Article

TDOA and AOA Combined Location Accuracy Analysis with Two Stations

Xinxin Ouyang, Jingmin Cao, Peiyan Zhao
In this paper, a TDOA (Time Difference of Arrival) and DOA (direction of arrival) combined passive location system with two stations is studied. The location of a target can be confirmed from the intersection of the hyperbolic curve defined by the TDOA and the direction ray defined by the DOA. A noniterative...
Proceedings Article

Research on Parallel Query of XML Stream Data Based on Pushdown Transducers

Hongliang Xie, Husheng Liao, Hongyu Gao
the social networking, network monitoring and financial applications have a need to query high rate streaming of XML data, but previous methods for executing XPath queries on streaming XML data have not kept pace with multicore CPUs. Data parallel query methods can improve processing efficiency by using...
Proceedings Article

Harmonic Analysis of Power System Based on Nuttall self-convolution Window Triple-spectral-line Interpolation FFT

Yifan Zhu, Yue Wang, Ting Lin, Chengcheng Feng, Jiong Chen, Yuan Gao
Utilization of window functions and interpolation algorithms for Fast Fourier transform can effectively restrain the spectral leakage and picket fence effect in situation of non-synchronized sampling and non-interger cycle truncation. In this paper, an improved FFT approach for harmonic based on Nuttall...
Proceedings Article

Application of Information Communication Measurement Based on South Net Reference Station Technology in Power Data Acquisition

Zhenjiang Lei, Kun Su, Chunsheng Yan, Xuming Lv, Yongjian Zheng
In the process of daily electricity production, the data of geo-information resources of power grid equipment is basically collected by the field site staff. Currently, the main problem is how to use advanced information communication measurement technology to support and improve the accuracy and efficiency...
Proceedings Article

Direct Position Determination by Double Fixed Station Based on Delay and AOA

Xiangyu Liu, Qing He, Zhengbo Sun
To improve location accuracy, a single-step localization algorithm by double fixed station, using the thought of "signal to position" is proposed to solve the problem of two-step conventional method's information loss, since two-step conventional method divides in estimating intermediate parameter and...
Proceedings Article

Research on the Improved Method of Monocular Distance Measurement in Forest Fire Prevention

Shaoqing Tian
In the context of the research of fire location of forest fire, based on the existing two-dimensional data of the camera, a new method is proposed. This method improves the accuracy of the monocular distance measurement system by adding a dimension of information. Through the gray scale projection electronic...
Proceedings Article

A Key Management Scheme Based on Outsourced Database

Yonghui Shi, Kunfu Wang
Aiming at the security issues in outsourced databases about data confidentiality and integrity, this paper proposes a key management scheme which is safe and effective based on NTRU (Number Theory Research Unit) signature technology. Firstly, according to the structure of the data table, the attribute...
Proceedings Article

Improvement of GRBM Based on Activation Function

Ting Niu, Wenjing Huang, Xiang Gao
In this paper, inspired by ReLu and Softplus activation function, we propose two improved models of GRBM, called SPC-GRBM and RPC-GRBM, to obtain better recognition results. Different from the traditional activation-function-improved models, SPC-GRBM and RPC-GRBM focus on the visual layer activation...
Proceedings Article

Research on Application of Unity3D in Virtual Battlefield Environment

Jian Wu, Yaxiong Li, Qingguo Liu, Guohua Su, Kaifeng Liu
Virtual battle environment is an important visible platform for combat simulation. There-dimensional scene simulation is a basic part of virtual battlefield environment. Researching on application of unity3D in virtual battlefield environment is very meaningful. In the paper, involved subjects of there-dimensional...
Proceedings Article

A Review of Indoor-Outdoor Scene Classification

Zhehang Tong, Dianxi Shi, Bingzheng Yan, Jing Wei
Indoor-Outdoor scene classification problem have been proposed for almost 20 years and widely applied to general scene classification, image retrieval, image processing and robot application. But there is no consensus on one particular scene classification technique that can solve the Indoor-Outdoor...
Proceedings Article

State Space and Optimal Solution of Jigsaw Puzzle

Zhongping Liu, Xiaoyuan Liu
this paper hopes to find a planning algorithm for puzzle which is not based on search. The main idea is using the method of reducing dimension to decompose the puzzle. Firstly, we defined the jigsaw puzzle as discrete state space, and provided the functions of action space generation and state transformation;...
Proceedings Article

Dyslipidemia in Patients with Coronary Heart Disease and Cardiovascular Disease Risk Stratified Filtering

Chunhua Ma
Dyslipidemia AS one of the most important risk factors, with a variety of CAD and other AS sex of CVD occurrence is closely related to the oxidation of lipoprotein also plays a key role in the patients. A large number of research confirmed that high. X - LDL and ox - Lp (a) level is AS strong risk factors,...
Proceedings Article

An Efficient Method to Measure Evidence Conflict

Baojie Liu, Qingwen Yang, Xiang Wu, Yujuan Guo, Shidong Fang
Dempster Shafer evidence theory, as an uncertain information fusion technology, is widely used in various fields of information fusion. However, when there is a highly conflict between two pieces of evidence, counterintuitive results are obtained by classical Dempster's combination rule. Therefore, it...
Proceedings Article

The Virtual Acupuncture Based on Natural Gesture and Force Feedback

Sijie Lin, Guanglong Du, Ping Zhang
the paper presents a virtual acupuncture system which uses digital virtual human model to carry out the virtual acupuncture experiments by using natural gesture and force feedback. In the paper, five Leap Motions are employed to measure the position and orientation of the operator's hand. Due to the...
Proceedings Article

Framework for Social Relationship Recommendation

Jia Chen, Tongge Xu, Zhang Xiong
Find out the potential favorite data is the essence of recommendation techniques, which facilitates the recommendation techniques become a vital issue in the big data researches and applications. The traditional recommendation research and application centers on the commercial items and resources. We...
Proceedings Article

Real-time Tumor Tracking with Respiratory Motion Based on Short-term Prediction

Tian Qiao, Yixu Song, Chao Ren
The purpose of this study is to design a 3D navigation strategy with 2D ultrasonic images, with the assumption that the internal target trajectory could be evaluated with extern surrogate signals. This paper first proposes a simple 3D navigation strategy and then designs a fast tumor tracking system...
Proceedings Article

A Training System for Speech Disordered Children Based on the Intel RealSense Technology

Boyu Si, Zhaoming Huang, Baodan Bai
A training system for speech disordered children is presented in this research. The core technology includes face tracking and speech recognition, which are supplied by Intel RealSense SDK and its relative hardware, such as 3D camera F200. The system consists of the pronouncing learning module and the...
Proceedings Article

Analysis of the Atrial Signals Based on a Novel Complex Network

Baodan Bai, Boyu Si
Atrial fibrillation (AF) is one of the most common arrhythmia in clinical, which is the major cause of embolic events and stroke, resulting in an important morbidity and mortality. The mechanisms leading to AF are still under extensive research. In this study, we present a novel complex network approach...