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A breast cancer classifier based on a combination of case-based reasoning and ontology approach 基于案例推理和本体方法相结合的乳腺癌分类器
Proceedings of the International Multiconference on Computer Science and Information Technology Pub Date : 2010-10-01 DOI: 10.1109/IMCSIT.2010.5680045
Essam AbdRabou, Abdel-badeeh M. Salem
{"title":"A breast cancer classifier based on a combination of case-based reasoning and ontology approach","authors":"Essam AbdRabou, Abdel-badeeh M. Salem","doi":"10.1109/IMCSIT.2010.5680045","DOIUrl":"https://doi.org/10.1109/IMCSIT.2010.5680045","url":null,"abstract":"Breast cancer is the second most common form of cancer amongst females and also the fifth most cause of cancer deaths worldwide. In case of this particular type of malignancy, early detection is the best form of cure and hence timely and accurate diagnosis of the tumor is extremely vital. Extensive research has been carried out on automating the critical diagnosis procedure as various machine learning algorithms have been developed to aid physicians in optimizing the decision task effectively. In this research, we present a benign/malignant breast cancer classification model based on a combination of ontology and case-based reasoning to effectively classify breast cancer tumors as either malignant or benign. This classification system makes use of clinical data. Two CBR object-oriented frameworks based on ontology are used jCOLIBRI and myCBR. A breast cancer diagnostic prototype is built. During prototyping, we examine the use and functionality of the two focused frameworks.","PeriodicalId":147803,"journal":{"name":"Proceedings of the International Multiconference on Computer Science and Information Technology","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126577882","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: 47
Multicriteria evaluation of DVB-RCS satellite internet performance used for e-government and e-learning purposes 用于电子政务和电子学习目的的DVB-RCS卫星互联网性能的多标准评估
Proceedings of the International Multiconference on Computer Science and Information Technology Pub Date : 2010-10-01 DOI: 10.1109/IMCSIT.2010.5680031
A. Skulimowski
{"title":"Multicriteria evaluation of DVB-RCS satellite internet performance used for e-government and e-learning purposes","authors":"A. Skulimowski","doi":"10.1109/IMCSIT.2010.5680031","DOIUrl":"https://doi.org/10.1109/IMCSIT.2010.5680031","url":null,"abstract":"In this paper we report the findings of the ED 6th Framework Programme Project “Rural Wings” concerning the selection, performance and evaluation of the satellite internet pilot sites, based on the case studies of ten such sites in Poland. First, we present the methodology of ex-ante assessment of specific needs concerning the intensity and the scope of use of the DVB-RCS bidirectional satellite internet technology in the mountain and rural areas that led to the selection of rural sites, where the bidirectional satellite terminals were installed. Then we review the operation of the pilot sites and their final performance evaluation. We compare the rankings resulting from the initial needs assessment with that one derived from the final evaluation and analyse the divergences. Finally, we propose a learning scheme resulting from ex-post evaluation of the initial ranking procedure, which allows to assess the adequacy of the multicriteria decision-making approach applied to derive the initial pilot sites' ranking.","PeriodicalId":147803,"journal":{"name":"Proceedings of the International Multiconference on Computer Science and Information Technology","volume":"133 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116037880","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: 1
Extrapolation of non-deterministic processes based on conditional relations 基于条件关系的非确定性过程的外推
Proceedings of the International Multiconference on Computer Science and Information Technology Pub Date : 2010-10-01 DOI: 10.1109/IMCSIT.2010.5680044
J. Kulikowski
{"title":"Extrapolation of non-deterministic processes based on conditional relations","authors":"J. Kulikowski","doi":"10.1109/IMCSIT.2010.5680044","DOIUrl":"https://doi.org/10.1109/IMCSIT.2010.5680044","url":null,"abstract":"A problem of extrapolation of a large class of processes and of their future states forecasting based on their occurrence in the past is considered. Discrete-time discrete-value processes are presented as instances of relations subjected to the general relations algebra rules. The notions of relative relations, parametric relations and non-deterministic relations have been introduced. For extrapolated process states assessment relative credibility levels of process trajectories are used. The variants of direct one-step, indirect one-step and direct multi-step process extrapolation are described. The method is illustrated by numerical examples.","PeriodicalId":147803,"journal":{"name":"Proceedings of the International Multiconference on Computer Science and Information Technology","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131414324","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: 1
Green Methodologies in Desktop-Grid 桌面网格中的绿色方法论
Proceedings of the International Multiconference on Computer Science and Information Technology Pub Date : 2010-10-01 DOI: 10.1109/IMCSIT.2010.5679621
B. Schott, A. Emmen
{"title":"Green Methodologies in Desktop-Grid","authors":"B. Schott, A. Emmen","doi":"10.1109/IMCSIT.2010.5679621","DOIUrl":"https://doi.org/10.1109/IMCSIT.2010.5679621","url":null,"abstract":"Desktop-Grids have been around since the very early days of Grid computing, scaling into the millions of PCs, well established as regular distributed computing infrastructure for many research projects. Desktop-Grids collect CPU cycles from PCs contributed by donors, by volunteers who are willing to support science and research. This paper focusses on the energy efficiency aspects of Desktop Grid computing: the Green Desktop Grid, as a task of the EU-FP7 DEGISCO project. The key advantage of Desktop-Grids with regards to Green-IT over service Grids and data centres based on clusters of servers is the minimal heat density. Compute Clusters without energy intensive air-condition would run into thermal disaster within minutes. PCs participating in Desktop-Grids usually do not make use of any air-condition. We will have a closer look on several aspects of energy consumption and computational performance in Desktop-Grids describing several distinct Green Methodologies to optimize compute unit specific energy consumption.","PeriodicalId":147803,"journal":{"name":"Proceedings of the International Multiconference on Computer Science and Information Technology","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123567442","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: 8
Real-time controller design based on NI Compact-RIO 基于NI Compact-RIO的实时控制器设计
Proceedings of the International Multiconference on Computer Science and Information Technology Pub Date : 2010-10-01 DOI: 10.1109/IMCSIT.2010.5679917
M. Rosół, A. Piłat, A. Turnau
{"title":"Real-time controller design based on NI Compact-RIO","authors":"M. Rosół, A. Piłat, A. Turnau","doi":"10.1109/IMCSIT.2010.5679917","DOIUrl":"https://doi.org/10.1109/IMCSIT.2010.5679917","url":null,"abstract":"The paper is focused on NI Compact-RIO configured as a controller for the active magnetic levitation used here as a benchmark for time-critical systems. Three real-time configurations: soft, soft with IRQ and hard FPGA are considered. The quality of the real-time control has been tested for each configuration.","PeriodicalId":147803,"journal":{"name":"Proceedings of the International Multiconference on Computer Science and Information Technology","volume":"369 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124624715","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: 26
Selecting the best strategy in a software certification process 在软件认证过程中选择最佳策略
Proceedings of the International Multiconference on Computer Science and Information Technology Pub Date : 2010-10-01 DOI: 10.1109/IMCSIT.2010.5680042
W. W. Koczkodaj, V. Babiy, A. Bogobowicz, R. Janicki, Alan Wassyng
{"title":"Selecting the best strategy in a software certification process","authors":"W. W. Koczkodaj, V. Babiy, A. Bogobowicz, R. Janicki, Alan Wassyng","doi":"10.1109/IMCSIT.2010.5680042","DOIUrl":"https://doi.org/10.1109/IMCSIT.2010.5680042","url":null,"abstract":"In this paper, we propose the use of the pairwise comparisons (PC) method for selection of strategies for software certification. This method can also be used to rank alternative software certification strategies. The inconsistency analysis, provided by the PC method, improves the accuracy of the decision making. Some current methods of software certification are presented as they could be modified by the proposed method. Areas of potential future research are discussed in order to make the software certification process more feasible and acceptable to industry.","PeriodicalId":147803,"journal":{"name":"Proceedings of the International Multiconference on Computer Science and Information Technology","volume":"82 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122047990","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: 8
Intelligent Car Control and Recognition Embedded System 智能汽车控制与识别嵌入式系统
Proceedings of the International Multiconference on Computer Science and Information Technology Pub Date : 2010-10-01 DOI: 10.1109/IMCSIT.2010.5679932
Vilem Srovnal, Z. Machacek, Radim Hercík, Roman Slabý, Vilém Srovnal
{"title":"Intelligent Car Control and Recognition Embedded System","authors":"Vilem Srovnal, Z. Machacek, Radim Hercík, Roman Slabý, Vilém Srovnal","doi":"10.1109/IMCSIT.2010.5679932","DOIUrl":"https://doi.org/10.1109/IMCSIT.2010.5679932","url":null,"abstract":"There is presented control system design with autonomous control elements focused on field of automotive industry in this paper. The main objective of this document is description of the control and monitoring system with integrated image processing from the camera. The images obtained from the camera are used for recognizing routing and traffic situation. During system proposal we focused our attention on integration of components for the car localization using GPS and navigation system as well. The implemented embedded system communicates with other car control units using CAN bus and industrial Ethernet. The communication interface between driver and car integrated system is carried out by process visualization on the LCD touch panel.","PeriodicalId":147803,"journal":{"name":"Proceedings of the International Multiconference on Computer Science and Information Technology","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123851549","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: 10
Coevolutionary algorithm for rule induction 规则归纳的协同进化算法
Proceedings of the International Multiconference on Computer Science and Information Technology Pub Date : 2010-10-01 DOI: 10.1109/IMCSIT.2010.5679728
P. Myszkowski
{"title":"Coevolutionary algorithm for rule induction","authors":"P. Myszkowski","doi":"10.1109/IMCSIT.2010.5679728","DOIUrl":"https://doi.org/10.1109/IMCSIT.2010.5679728","url":null,"abstract":"This paper describes our last research results in the field of evolutionary algorithms for rule extraction applied to classification (and image annotation). We focus on the data mining classification task and we propose evolutionary algorithm for rule extraction. Presented approach is based on binary classical genetic algorithm with representation of `if-then' rules and we propose two specialized genetic operators. We want to show that some search space reduction techniques make possible to get solution comparable to others from literature. To present our method ability of discovering the set of rules with high F-score we tested our approach on four benchmark datasets and ImageCLEF competition dataset.","PeriodicalId":147803,"journal":{"name":"Proceedings of the International Multiconference on Computer Science and Information Technology","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124320897","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: 3
Methods of Computer-Assisted Manual Control of Wheeled Robots 轮式机器人的计算机辅助手动控制方法
Proceedings of the International Multiconference on Computer Science and Information Technology Pub Date : 2010-10-01 DOI: 10.1109/IMCSIT.2010.5679940
V. Michna, Petr Wágner, J. Kotzian
{"title":"Methods of Computer-Assisted Manual Control of Wheeled Robots","authors":"V. Michna, Petr Wágner, J. Kotzian","doi":"10.1109/IMCSIT.2010.5679940","DOIUrl":"https://doi.org/10.1109/IMCSIT.2010.5679940","url":null,"abstract":"This paper deals with possibilities of manual control of wheeled robots. The problem is tested on a robot-soccer application. The manual computer-assisted control module creates an interface between game controller and controlled robot. There are several ways of steering implementation. The simplest is a differential steering. The module currently uses semi-automatic steering which provides a capability to move with the robot as a point. This functionality requires interaction with vision system, usage of Kalman or similar filter and compensators. Next logical step is a fully-assisted steering. This steering system interacts with strategy and motion control module and provides additional functionality such as tracking the ball and shot. The objective is the control of many robots by only one player.","PeriodicalId":147803,"journal":{"name":"Proceedings of the International Multiconference on Computer Science and Information Technology","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122235406","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: 2
Is shallow semantic analysis really that shallow? A study on improving text classification performance 肤浅的语义分析真的那么肤浅吗?提高文本分类性能的研究
Proceedings of the International Multiconference on Computer Science and Information Technology Pub Date : 2010-10-01 DOI: 10.1109/IMCSIT.2010.5680029
Przemyslaw Maciolek, G. Dobrowolski
{"title":"Is shallow semantic analysis really that shallow? A study on improving text classification performance","authors":"Przemyslaw Maciolek, G. Dobrowolski","doi":"10.1109/IMCSIT.2010.5680029","DOIUrl":"https://doi.org/10.1109/IMCSIT.2010.5680029","url":null,"abstract":"The paper presents a graph-based, shallow semantic analysis-driven approach for modeling document contents. This allows to extract additional information about meaning of text and effects in improved document classification. Its performance is compared against the “legacy” bag-of-words and Schenker et al. approaches with k - NN classification based on Polish and English news articles.","PeriodicalId":147803,"journal":{"name":"Proceedings of the International Multiconference on Computer Science and Information Technology","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125220976","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: 4
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