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检索条件"机构=Key Laboratory of Computer Application Technology"

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Analysis of urban traffic based on taxi GPS data

Analysis of urban traffic based on taxi GPS data

引用

5th FTRA International Conference on computer Science and its applications, CSA 2013

作者： Li, Meng Li, Ru-Tong Xia, Yong Qin, Zhi-Guang School of Computer Science and Engineering University of Electronic Science and Technology of China Chengdu 611731 China Key Laboratory of Calculation and Application Service of Shenzhen Popular High Performance Computers of Guangdong Province Shenzhen 518000 China

ISBN: (纸本)9783642416736

Recently, the problem of traffic jam in major cities is getting worse. By leveraging the taxi GPS data of Shenzhen, this paper analyzes the urban traffic status and proposes rational suggestions for urban traffic management. In particular, this paper firstly presents the get-on and get-off points on GIS map based on taxi GPS data. Secondly, by using K-Means algorithm to allocate urban traffic cells, the hot areas where passenger flow is huge are pointed out. Finally, based on the taxi speed, we locate the crowded area and find the crowded period, then analyze the reasons that cause the traffic jam and propose rational suggestions for urban traffic management. © 2014 Springer-Verlag Berlin Heidelberg.

关键词： Clustering algorithms

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An Extended UML Method for the Verification of Security Protocols

An Extended UML Method for the Verification of Security Prot...

引用

IEEE International Conference on Engineering of Complex computer Systems

作者： Gang Shen Xiaohong Li Ruitao Feng Guangquan Xu Jing Hu Zhiyong Feng School of Computer Science and Technology Tianjin Key Laboratory of Cognitive Computing and Application Tianjin China

This paper presents a formal modeling method of security protocols based on the extended UML framework. In order to simplify the process and reduce the difficulty of security protocol modelling, extending mechanisms for the class diagram and sequence diagram of UML are presented, which provide an engineering specification for the security protocol formalizing. Therefore, for verifying the confidentiality and correspondence of security protocols by Prover if, a transformation from extended UML model to Prover if Spi calculus model is realized with matching rules and knowledge reasoning, and then the verifying results are analyzed through a regular expression. Finally, the handshake, NS public key and buyer-seller watermarking protocols are verified, the attack traces of unsatisfied security properties are exported, that show the validity and applicability of the approach provided by this paper.

关键词： Unified modeling language Protocols Cryptography Cognition Calculus Data models

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OOPN-SRAM: A Novel Method for Software Risk Assessment

OOPN-SRAM: A Novel Method for Software Risk Assessment

引用

IEEE International Conference on Engineering of Complex computer Systems

作者： Xiaofei Wu Xiaohong Li Ruitao Feng Guangquan Xu Jing Hu Zhiyong Feng School of Computer Science and Technology Tianjin Key Laboratory of Cognitive Computing and Application Tianjin China

This paper proposes a Software Risk Assessment Method based on Object-Oriented Petri Net (OOPN-SRAM), in which risk assessment procedure is divided into four steps, expressed as four corresponding objects, including asset recognition, weakness analysis, consequence property confirmation and risk calculation. Each object is modeled with Petri net. Specialists recognize software assets by the 1-9 scales method of Analytic Hierarchy Process (AHP). The weaknesses in a system are found by the vulnerability scanner. The damage degree and the exploitation likelihood of a weakness are evaluated by such authorities as Common Weakness Enumeration (CWE). The consequence properties are confirmed by specialists according to the software requirements. Finally, in the risk calculation, risk degree and overall risk value are calculated by using exponential method and weighted average method respectively. Furthermore, we illustrate the application of our OOPN-SRAM method with realistic examples including web-banking and forum, and make a comparison with traditional methods. The results show that OOPN-SRAM not only increases the efficiency of the evaluation process, but also makes the evaluation result more objective and accurate.

关键词： Software Risk management Object oriented modeling Security Computational modeling Educational institutions Availability

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The design and implementation of a campus network automatic certification in a router

The design and implementation of a campus network automatic ...

引用

2014 2nd International Conference on Frontiers in computer Education(ICFCE 2014)

作者： Ting Zhao XiHan Li Lei Zhang Gang Zhang School of Computer Science and Technology Tianjin University Tianjin Key Laboratory of Cognitive Computing and Application

Against the tedious process of PPPoE campus network access authentication on the web page,the logic flow of the client used in the router to complete the automatic certification,and part of the kernel technology are given to develop the software available for routers using OpenWrt *** communication details are obtained and further simulated through Firebug tool,the graphical user configuration interface,based on the LuCi framework,and the bridging technology is used to solve the IPv6 connectivity issues in subnet *** account login and certification can be completed by the router,and the concise interface enables users to timely view their account status,modify their settings and monitor *** compiling and debugging,the software has successfully achieved these functions.

关键词： The design and implementation of a campus network automatic certification in a router

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Bayesian statistical inference-based estimation of distribution algorithm for the re-entrant job-shop scheduling problem with sequence-dependent setup times

Bayesian statistical inference-based estimation of distribut...

引用

10th International Conference on Intelligent Computing, ICIC 2014

作者： Chen, Shao-Feng Qian, Bin Liu, Bo Hu, Rong Zhang, Chang-Sheng Department of Automation Kunming University of Science and Technology Kunming 650500 China Key Laboratory of Computer Technologies Application of Yunnan Province Kunming 650500 China Academy of Mathematics and Systems Science Chinese Academy of Sciences Beijing 100190 China

ISBN: (纸本)9783319093383

In this paper, a bayesian statistical inference-based estimation of distribution algorithm (BEDA) is proposed for the re-entrant job-shop scheduling problem with sequence-dependent setup times (RJSSPST) to minimize the maximum completion time (i.e., makespan), which is a typical NP hard combinatorial problem with strong engineering background. Bayesian statistical inference (BSI) is utilized to extract sub-sequence information from high quality individuals of the current population and determine the parameters of BEDA's probabilistic model (BEDA-PM). In the proposed BEDA, BEDA-PM is used to generate new population and guide the search to find promising sequences or regions in the solution space. Simulation experiments and comparisons demonstrate the effectiveness of the proposed BEDA. © 2014 Springer International Publishing Switzerland.

关键词： Evolutionary algorithms

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Mining Specification of Insecure Browser Extension Behavior

Mining Specification of Insecure Browser Extension Behavior

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IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)

作者： Hongbin Pei Xiaohong Li Guangquan Xu Zhiyong Feng School of Computer Science and Technology Tianjin Key Laboratory of Cognitive Computing and Application Tianjin University Tianjin China

ISBN: (纸本)9781479965144

In this paper, a method about how to identify insecure behaviors of browser extensions is proposed. Typically, the identification of insecure extension behaviors is based on knowledge which is got by investigating known malicious or vulnerable extensions. We present an automatic technique that can ease the laborious manual investigating process. Our technique mines the difference between the behavior graphs of insecure and secure extensions based on graph mining algorithm. The difference between them is the specification of insecure extension behaviors which can be further analyzed manually or automatically to help people make a better decision about whether an extension is secure or not. We developed a prototype and the experimental results show that this kind of technique can effectively extract insecure extension behaviors.

关键词： Browsers Facebook Malware Runtime Instruments Monitoring

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High-precision Python-NOVAS software for a Chinese spectral radio heliograph

High-precision Python-NOVAS software for a Chinese spectral ...

引用

2014 International Conference on computer Science and Systems Engineering（CSSE2014）

作者： B.Wei M.Xiao F.Wang H.Deng Yunnan Computer Technology Application Key Laboratory Kunming University of Science and Technology Yunnan Astronomical Observatories Chinese Academy of Sciences

ISBN: (纸本)9781784660543

High-precision target position computing is a fundamental issue in astronomical research. Aiming at the requirements of high-precision positional computing in data processing of a Chinese spectral radio heliograph(CSRH) pipeline, in this study, we implemented a Python package for high-precision position computing with the JPL DE405 ephemeris. The SWIG technique is used to invoke the functions written by C language in a Python environment. The final results were carefully verified and proved correct. Comparing with the original NOVAS package, our study brings higher precision and higher performance. The software can be used in a Python environment and produces the high-precision results to meet the requirements of the CSRH data processing.

关键词： CSRH data processing SWIG

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A cloaking-based approach to protect location privacy in location-based services 33

A cloaking-based approach to protect location privacy in loc...

引用

Proceedings of the 33rd Chinese Control Conference, CCC 2014

作者： Zheng, Jiangyu Tan, Xiaobin Zou, Cliff Niu, Yukun Zhu, Jin CAS Key Laboratory of Technology in Geo-spatial Information Processing and Application System University of Science and Technology of China Hefei230026 China Department of Automation University of Science and Technology of China Hefei230026 China Department of Electrical Engineering and Computer Science University of Central Florida OrlandoFL32816-2362 United States

ISBN: (纸本)9789881563842

With the widespread use of mobile devices, the location-based service (LBS) applications become increasingly popular, which introduces the new security challenge to protect user's location privacy. On one hand, a user expects to report his own location as far as possible away from his real location to protect his location privacy. On the other hand, in order to obtain high quality of service (QoS), users are required to report their locations as accurate as possible. To achieve the dedicated tradeoff between privacy requirement and QoS requirement, we propose a novel approach based on cloaking technique. We also discuss the disadvantage of the traditional general system model and propose an improved model. The basic idea of our approach is to select a sub-area from the generated cloaking area as user's reported location. The sub-area may not contain a user's real location, which prevents an adversary from performing attack with side information. Specifically, by defining an objective function with a novel location privacy metric and a QoS metric, we are able to convert the privacy issue to an optimization problem. Then, location privacy metric and QoS metric are given. To reduce the complexity of the optimization, a heuristic algorithm is proposed. Through privacy-preserving analysis and comparison with related work [8], we demonstrate the effectiveness and efficiency of our approach. © 2014 TCCT, CAA.

关键词： Location based services

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ZigBee vs WiFi: Understanding issues and measuring performances of their coexistence

ZigBee vs WiFi: Understanding issues and measuring performan...

引用

IEEE International Conference on Performance, Computing and Communications (IPCCC)

作者： Zenghua Zhao Xuanxuan Wu Xin Zhang Jing Zhao Xiang-Yang Li Tianjin Key Laboratory of Cognitive Computing and Application China School of Computer Science and Technology Tianjin University China Department of Computer Science Illinois Institute of Technology USA

ISBN: (纸本)9781479975761

Wireless coexistence is crucial with the explosive development of wireless technologies in recent years. The coexistence issues of IEEE 802.11 b/g and IEEE 802.15.4 have been well studied, however few work focused on 802.11n new features including MIMO, channel bonding and frame aggregation. In this paper, we conducted extensive experiments to understand how 802.11n impact on 802.15.4 and vice versa in a systematic way. We consider primary features of 802.11n both in symmetric and asymmetric scenarios. The goal of our work is to gain more insights into the coexistence issues of 802.11n and 802.15.4 and thus to help protocol design and co-located network deployments.

关键词： IEEE 802.11n Standard IEEE 802.15 Standards Throughput Interference Wireless communication Degradation Packet loss

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Clustering by Multivariate Mutual Information under Chow-Liu Tree Approximation

Clustering by Multivariate Mutual Information under Chow-Liu...

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Annual Allerton Conference on Communication, Control, and Computing

作者： Chung Chan Tie Liu the Institute of Network Coding at the Chinese University of Hong Kong the Shenzhen Key Laboratory of Network Coding Key Technology and Application China and the Shenzhen Research Institute of the Chinese University of Hong Kong. the Department of Electrical and Computer Engineering Texas A&M University College Station TX 77843 USA

ISBN: (纸本)9781509018253

This paper considers two mutual-information based approaches for clustering random variables proposed in the literature: clustering by mutual information relevance networks (MIRNs) and clustering by multivariate mutual information (MMI). Despite being two seemingly very different approaches, the derived clustering solutions share very strong structural similarity. Motivated by this curious fact, in this paper we show that there is a precise connection between these two clustering solutions via the celebrated Chow-Liu tree algorithm in machine learning: Under a Chow-Liu tree approximation to the underlying joint distribution, the clustering solutions provided by MIRNs and by MMI are, in fact, identical. This solidifies the heuristic view of clustering by MMI as a natural generalization of clustering by MIRNs from dependency-tree distributions to general joint distributions.

关键词： approaches MRNs MMI

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