2014 25th International Workshop on Database and Expert Systems Applications最新文献_第5页

The di.me Trust Approach for Supporting Collaborative Scenarios di。支持协作场景的信任方法

2014 25th International Workshop on Database and Expert Systems Applications Pub Date : 2014-09-07 DOI: 10.1109/DEXA.2014.70

M. Heupel, Mohamed Bourimi, D. Kesdogan

引用次数: 1

Honeypot Effectiveness in Different Categories of Attacks on Wireless Sensor Networks 无线传感器网络中不同类型攻击的蜜罐有效性

2014 25th International Workshop on Database and Expert Systems Applications Pub Date : 2014-09-07 DOI: 10.1109/DEXA.2014.72

J. Markert, M. Massoth

引用次数: 6

Toward Efficient Variant Calling Inside Main-Memory Database Systems 在内存数据库系统中实现高效的变量调用

2014 25th International Workshop on Database and Expert Systems Applications Pub Date : 2014-09-07 DOI: 10.1109/DEXA.2014.25

Sebastian Dorok, S. Breß, G. Saake

{"title":"Toward Efficient Variant Calling Inside Main-Memory Database Systems","authors":"Sebastian Dorok, S. Breß, G. Saake","doi":"10.1109/DEXA.2014.25","DOIUrl":"https://doi.org/10.1109/DEXA.2014.25","url":null,"abstract":"Mutations in genomes indicate predisposition for diseases or effects on efficacy of drugs. A variant calling algorithm determines possible mutations in sample genomes. Afterwards, scientists have to decide about the impact of these mutations. Certainly, many different variant calling algorithms exist that generate different outputs due to different sequence alignments as input and parameterizations of variant calling algorithms. Thus, a combination of variant calling results is necessary to provide a more complete set of mutations than single algorithm runs can provide. Therefore, a system is required that facilitates the integration and parameterization of different variant calling algorithms and processing of different sequence alignments. Moreover, against the backdrop of ever increasing amounts of available genome sequencing data, such a system must provide matured database management capabilities to enable flexible and efficient analyses while keeping data consistent. In this paper, we present a first approach to integrate variant calling into a main-memory database management system that allows for calling variants via SQL.","PeriodicalId":291899,"journal":{"name":"2014 25th International Workshop on Database and Expert Systems Applications","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128404383","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 12

Multi-agent Simulation of Bilateral Contracting in Competitive Electricity Markets 竞争电力市场中双边合同的多智能体模拟

2014 25th International Workshop on Database and Expert Systems Applications Pub Date : 2014-09-01 DOI: 10.1109/DEXA.2014.40

F. Lopes, H. Algarvio, J. Sousa, H. Coelho, T. Pinto, Gabriel Santos, Z. Vale, Isabel Praça

引用次数: 2

Improving Activity Recognition via Satellite Imagery and Commonsense Knowledge 通过卫星图像和常识知识改进活动识别

2014 25th International Workshop on Database and Expert Systems Applications Pub Date : 2014-09-01 DOI: 10.1109/DEXA.2014.48

N. Bicocchi, Damiano Fontana, F. Zambonelli

引用次数: 1

Text Retrieval Based on Dyadic Conceptual Projection 基于二元概念投影的文本检索

2014 25th International Workshop on Database and Expert Systems Applications Pub Date : 2014-09-01 DOI: 10.1109/DEXA.2014.50

Sonia Alouane-Ksouri, Minyar Sassi Hidri, Kamel Barkaoui

引用次数: 0

A Light-Weight Visualization Tool for Support Vector Machines 支持向量机的轻量级可视化工具

2014 25th International Workshop on Database and Expert Systems Applications Pub Date : 2014-09-01 DOI: 10.1109/DEXA.2014.34

SeungJin Lim

引用次数: 1

On the Use of Reliable-Negatives Selection Strategies in the PU Learning Approach for Quality Flaws Prediction in Wikipedia 基于PU学习方法的可靠负选择策略在维基百科质量缺陷预测中的应用

2014 25th International Workshop on Database and Expert Systems Applications Pub Date : 2014-09-01 DOI: 10.1109/DEXA.2014.52

Edgardo Ferretti, M. Errecalde, Maik Anderka, Benno Stein

{"title":"On the Use of Reliable-Negatives Selection Strategies in the PU Learning Approach for Quality Flaws Prediction in Wikipedia","authors":"Edgardo Ferretti, M. Errecalde, Maik Anderka, Benno Stein","doi":"10.1109/DEXA.2014.52","DOIUrl":"https://doi.org/10.1109/DEXA.2014.52","url":null,"abstract":"Learning from positive and unlabeled examples (PU learning) has proven to be an effective method in several Web mining applications. In particular, in the 1st International Competition on Quality Flaw Prediction in Wikipedia in 2012, a tailored PU learning approach performed best amongst the competitors. A key feature of that approach is the introduction of sampling strategies within the original PU learning procedure. The paper in hand revisits the winner approach of 2012 and elaborates on neglected aspects in order to provide evidence for the usefulness of sampling in PU learning. In this regard, we propose a modification to this PU learning approach, and we show how the different sampling strategies affect the flaw prediction effectiveness. Our analysis is based on the original evaluation corpus of the 2012-competition on quality flaw prediction. A main outcome is that under the best sampling strategy, our new modified version of PU learning increases in average the flaw prediction effectiveness by 18.31%, when compared against the winning approach of the competition.","PeriodicalId":291899,"journal":{"name":"2014 25th International Workshop on Database and Expert Systems Applications","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123385155","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 16

Exploiting Process Patterns and Process Instances to Support Adaptability of Dynamic Business Processes 利用流程模式和流程实例来支持动态业务流程的适应性

2014 25th International Workshop on Database and Expert Systems Applications Pub Date : 2014-09-01 DOI: 10.1109/DEXA.2014.46

Andreas Bögl, Christine Natschläger, M. Karlinger, M. Schrefl

引用次数: 3

Cumulative Citation Recommendation: A Feature-Aware Comparison of Approaches 累积引文推荐:基于特征的方法比较

2014 25th International Workshop on Database and Expert Systems Applications Pub Date : 2014-09-01 DOI: 10.1109/DEXA.2014.49

Gebrekirstos G. Gebremeskel, Jiyin He, A. D. Vries, Jimmy J. Lin

引用次数: 7