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检索条件"机构=Shanghai Key Laboratory of Computer Software Evaluating and Testing"

共 329 条记录，以下是121-130 订阅

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CFC: a Cascade Forest approach to discover Cancer driver genes using multi-omics data

CFC: a Cascade Forest approach to discover Cancer driver gen...

引用

2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022

作者： Zhang, Lei Yang, Yijing Wang, Zhe Li, Dongdong Liu, Jingping Yang, Hai East China University of Science and Technology Department of Computer Science and Engineering Shanghai China Shanghai Key Laboratory of Computer Software Evaluating and Testing Shanghai China University of Illinois Urbana-Champaign Department of Computer Science ChampaignIL United States

ISBN: (纸本)9781665468190

With the development of next-generation sequencing technology, massive genomic data has been generated, primarily encouraging research on cancer driver genes. Many bioinformatics methods were proposed to identify driver genes. However, the results of driver gene identification a mong these methods show considerable differences. It is still challenging to obtain a comprehensive catalog of cancer drivers. Although current methods have greatly promoted the development of driver genes, few methods can integrate the identification results of existing methods. To solve such problems in cancer driver genes research, we proposed a cascade forest model to discover cancer driver genes(CFC) that can integrate multi-omics data and annotation scores from different cancer driver gene identification algorithms. The proposed method got precise results for 33 cancer types and Pan-cancer. The CFC framework identified 275 driver genes in Pan-cancer, of which 179 were included in the Gold standard. The identified genes were enriched i n t he principal cancer signaling pathways. © 2022 IEEE.

关键词： Genes

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Message from program chairs

Proceedings - 20th IEEE/ACIS International Summer Conference...

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Proceedings - 20th IEEE/ACIS International Summer Conference on computer and Information Science, ICIS 2021-Summer 2021年 X页

作者： Gong, Jiayu Shanghai Key Laboratory of Computer Software Testing and Evaluating China

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Research on software Quality Evaluation for Application of Smart City

Research on Software Quality Evaluation for Application of S...

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International Conference on computer Science and Network Technology

作者： Zhenyu Liu Lizhi Cai Yun Hu Shanghai Key Laboratory of Computer Software Evaluating and Testing Shanghai China

ISBN: (纸本)9781467381741

The smart city is developed to accessible wider range of interests in difference application. Our focus is quality evaluation on software application of smart city. The paper proposes an evaluation system for smart city, which focus on data, interface and corresponding applications. The specific quality model and related technology are proposed to various quality characters. The evaluator is not only to recognize the quality of application for smart city, but also to define the character to some extent. The quality evaluation has to support the typical software application and prove practicable by studying the specific cases.

关键词： smart city quality evaluation application quality quality evaluation Smart cities city data interfaces software quality

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Modeling and analyzing adaptive energy consumption for service composition 27

Modeling and analyzing adaptive energy consumption for servi...

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27th International Conference on software Engineering and Knowledge Engineering, SEKE 2015

作者： Fan, Guisheng Yu, Huiqun Chen, Liqiong Department of Computer Science and Engineering East China University of Science and Technology Shanghai200237 China Shanghai Key Laboratory of Computer Software Evaluating and Testing Shanghai201112 China Department of Computer Science and Information Engineering Shanghai Institute of Technology Shanghai200235 China

ISBN: (纸本)1891706373

In this paper, Petri nets are used to model the different components of service composition, and form the energy consumption model of service composition based on the relationship between components, Agent is also introduced in the energy consumption management process. Then, an adaptive energy consumption strategy are proposed to dynamically ensure that service composition can get the lowest energy consumption. The operational semantics and related theories of Petri nets help establish the correctness of our proposed method. We have also performed two simulations to evaluate our proposed approach. Results show that it can help reveal the structural and behavioral characteristics of energy consumption in service composition.

关键词： Energy utilization

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Formal modeling and analyzing the reliability for service composition 21

Formal modeling and analyzing the reliability for service co...

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21st Asia-Pacific software Engineering Conference, APSEC 2014

作者： Fan, Guisheng Yu, Huiqun Chen, Liqiong Liu, Dongmei Department of Computer Science and Engineering East China University of Science and Technology Shanghai200237 China Shanghai Key Laboratory of Computer Software Evaluating and Testing Shanghai201112 China Department of Computer Science and Information Engineering Shanghai Institute of Technology Shanghai200235 China

ISBN: (纸本)9781479974252

Service composition is an important means for integrating the individual Web services for creating new value added systems. However, Web service runs in the heterogeneous environments on the Internet, it is difficult to guarantee the reliability of service composition. To address this problem, we propose a systematic method to model and analyze reliability for service composition. First, we present a formal description language to model the different components of service composition, and use it to analyze the reliability of service composition. Second, we propose reliability assurance strategy to ensure that service composition dynamically meet the required reliability. Third, we present operational semantics and related theories of Petri nets for establishing the correctness of our proposed method. We have also performed a series of simulations to evaluate our proposed approach. Results show that the method can help reveal the structural and behavioral characteristics of service composition, and improve the reliability of service composition. © 2014 IEEE.

关键词： Petri nets

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Model composition and generating tests for Web applications

Model composition and generating tests for Web applications

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2011 7th International Conference on Computational Intelligence and Security, CIS 2011

作者： Song, Bo Gong, Shengwen Chen, Shengbo College of Information Science and Technology Qingdao University of Science and Technology 266061 Qingdao China Shanghai Key Laboratory of Computer Software Evaluating and Testing 201112 Shanghai China School of Computer Engineering and Science Shanghai University 200072 Shanghai China

ISBN: (纸本)9780769545844

Nowadays, with the prevalence of Web applications, more and more services and information are available over the Internet while their correctness, security and reliability are often crucial to the success of business and organizations. Web testing is one of the methods to ensure the Web security. However, due to the special characters of Web applications, traditional testing methods are not suitable for Web testing in many aspects. A typical Web application consists of two tiers: the client, the server. Most existing works consider Web applications testing from an external or a user's view, not taken the interactions and the behaviors of the server side into account. In this paper, special care on the interactions and the behaviors of server side is paid, and an approach to model composition and testing Web applications is proposed. FSMs are used to model Web applications from the user's side, and the server's side, respectively. Then, synchronous product was employed as a tool to construct a composition of FSMs. Finally, based on the composition of FSM, test generation is given out which satisfies the corresponding coverage criteria. © 2011 IEEE.

关键词： testing

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imBBO: An Improved Biogeography-Based Optimization Algorithm 13th

imBBO: An Improved Biogeography-Based Optimization Algorithm

引用

13th International Conference on Green, Pervasive, and Cloud Computing, GPC 2018

作者： Shi, Kai Yu, Huiqun Fan, Guisheng Yang, Xingguang Song, Zheng Department of Computer Science and Engineering East China University of Science and Technology Shanghai200237 China Shanghai Key Laboratory of Computer Software Evaluating and Testing Shanghai201112 China The Third Research Institute of the Ministry of Public Security Shanghai China

ISBN: (纸本)9783030150921

Biogeography based Optimization (BBO) is a new evolutionary optimization algorithm based on the science of biogeography for global optimization. However, its direct-copying-based migration and random mutation operators make it easily possess local exploitation ability. To enhance the performance of BBO, we propose an improved BBO algorithm called imBBO. A hybrid migration operation is designed to further improve the population diversity and enhance the algorithm exploration ability. Empirical results demonstrate that our imBBO effectively gains the high optimization performance by comparing with the original BBO and three BBO variants for 23 out of 30 CEC’2017 benchmarks. Moreover, our imBBO presents a faster convergence speed. © 2019, Springer Nature Switzerland AG.

关键词： Global optimization

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An aspect oriented approach to analyzing fault of service composition

An aspect oriented approach to analyzing fault of service co...

引用

2010 IEEE Asia-Pacific Services Computing Conference, APSCC 2010

作者： Fan, Guisheng Yu, Huiqun Gu, Chunhua Chen, Liqiong Department of Computer Science and Engineering East China University of Science and Technology Shanghai 200237 China Shanghai Key Laboratory of Computer Software Evaluating and Testing Shanghai 201112 China Department of Computer Science and Information Engineering Shanghai Institute of Technology Shanghai 200235 China

ISBN: (纸本)9780769543055

Service composition is an effective way to achieve value-added service, which has found wide application in software system. Fault handling is critical to achieve high reliability for these applications. However, the existing service composition methods seldom consider services' fault handling, which results in high risk of runtime failure. This paper proposes a formal aspect-oriented approach to designing and analyzing fault of service composition. The underlying formalism is Petri net and its corresponding modeling method. The fault handling process is encapsulated into aspect net and base net, and Petri net is used to model the core concerns and crosscutting concerns, the weaving mechanism systematically integrates these schemas into a complete service composition model. Based on the model, the related theories of Petri net help prove the correctness of fault handling. Finally, an Export Service and simulation results show that our method can ensure the high reliability and design quantity of service composition. © 2010 IEEE.

关键词： Petri nets

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A fault-tolerant strategy for improving the reliability of service composition

A fault-tolerant strategy for improving the reliability of s...

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10th International Conference on Quality software, QSIC 2010

作者： Yu, Huiqun Fan, Guisheng Chen, Liqiong Liu, Dongmei Department of Computer Science and Engineering East China University of Science and Technology Shanghai 200237 China Shanghai Key Laboratory of Computer Software Evaluating and Testing Shanghai 201112 China Department of Computer Science and Information Engineering Shanghai Institute of Technology Shanghai 200235 China

ISBN: (纸本)9780769541310

Service composition is an important means for integrating the individual Web services for creating new value added systems that satisfy complex demands. Since, Web services exist in the heterogeneous environments on the Internet, study on how to guarantee the reliability of service composition in a distributed, dynamic and complex environment becomes more and more important. This paper proposes a service composition net(SCN) and fault-tolerant strategy to improve the reliability of service composition. The strategy consists of static strategy, dynamic strategy and exception handling mechanism, which can be used to dynamically adjust component service for achieving good reliability as well as good overall performance. SCN is adopted to model different components of service composition. The fault detection and fault recovery mechanisms are also considered. Based on the constructed model, theories of Petri nets help prove the consistency of processing states and the effectiveness of the strategy. A case study of Export Service illustrates the feasibility of proposed method. © 2010 IEEE.

关键词： Web services

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A novel hybrid collaborative filtering approach to recommendation using reviews:the product attributes perspective 30

A novel hybrid collaborative filtering approach to recommend...

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30th International Conference on software Engineering and Knowledge Engineering, SEKE 2018

作者： Cao, Min Zhou, Sijing Gao, Honghao Li, Youhuizi School of Computer Engineering and Science Shanghai University Shanghai200444 China Computing Center Shanghai University Shanghai200444 China Shanghai Key Laboratory of Computer Software Testing and Evaluating Shanghai201112 China College of Computer Hangzhou Dianzi University Hangzhou310018 China

ISBN: (纸本)1891706446

The product recommendation research has been focusing on modelling users' reviews to construct the relation of users and products. Thus, the recommended performance can be improved by obtaining virtual ratings from corresponding reviews. However, these perspectives on reviews do not take into account the product field characteristic, which may impact the recommendation performance. To this point, this paper proposes a hybrid collaborative filtering approach to compute the correlation value considering product attributes. First, Product Attribute Weight and Product Attribute Score are introduced to formalize the product attributes for user and product respectively in a quantitative way. After that, the recommended ranking formula for the new model is presented. Finally, we carry out experimental analysis to show our method can effectively improve the performance of recommendation under a sparseness dataset. © 2018 Universitat zu Koln. All rights reserved.

关键词： Collaborative filtering

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