Pub Date : 2017-10-01DOI: 10.1109/KSE.2017.8119422
Zhenjiang Hu
Bidirectional transformations and bidirectional programming have been attracting a lot of attention lately, both in the programming languages community, and in the software engineering community. As bidirectional programming languages are growing more mature, they are getting easier to use for software engineers, more efficient, and more reliable. The strongest argument in favor of bidirectional programming is its ability to provide a synchronization mechanisms between a source and a view, that is guaranteed to be correct by construction. On the other hand, software adaptation is an ability to adapt at run-time to changing user needs, system intrusions or faults, and changing operational environment. In this talk, we shall explain the essence of bidirectional transformation, introduce a powerful language for bidirectional programming, and show how bidirectional programming can provide a powerful mechanism to modularize adaptive software. This mechanism would be very useful not only for reusing a adaptive software for different target systems, but also for maintaining separation of concerns when developing complex adaptive software.
{"title":"Bidirectional programming and software adaptation: Towards a happy marriage","authors":"Zhenjiang Hu","doi":"10.1109/KSE.2017.8119422","DOIUrl":"https://doi.org/10.1109/KSE.2017.8119422","url":null,"abstract":"Bidirectional transformations and bidirectional programming have been attracting a lot of attention lately, both in the programming languages community, and in the software engineering community. As bidirectional programming languages are growing more mature, they are getting easier to use for software engineers, more efficient, and more reliable. The strongest argument in favor of bidirectional programming is its ability to provide a synchronization mechanisms between a source and a view, that is guaranteed to be correct by construction. On the other hand, software adaptation is an ability to adapt at run-time to changing user needs, system intrusions or faults, and changing operational environment. In this talk, we shall explain the essence of bidirectional transformation, introduce a powerful language for bidirectional programming, and show how bidirectional programming can provide a powerful mechanism to modularize adaptive software. This mechanism would be very useful not only for reusing a adaptive software for different target systems, but also for maintaining separation of concerns when developing complex adaptive software.","PeriodicalId":93818,"journal":{"name":"The ... International Conference on Knowledge and Systems Engineering. International Conference on Knowledge and Systems Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85637821","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}
Pub Date : 2016-10-01DOI: 10.1109/KSE.2016.7758036
T. Dinh, V. Vu, L. Bui
Currency exchange rates forecasting is paid a considerable attention of the researchers in the field of forecasting. The neural network is a well-known tool in machine learning. However, two issues are always interested by the scientists: getting toward to global convergence of extreme solutions and determining the optimal weight of the network. This paper proposes the multi-objective method of ensemble learning techniques based on the non-dominated sorting differential evolution (NSDE, a kind of direction-based methods) for training neural networks and application in Foreign Exchange forecasting problems. Two objectives of the selected model are defined based on the Mean Squared Errors and Diversity respectively, in which we used the concept of fitness-sharing based diversity. We experimented the model on four data sets of currency and compared with some of the others that the research community has announced. Through the performance forecasting indicators to show that our new method gives outstanding forecasting results.
{"title":"A multi-objective ensemble learning approach based on the non-dominated sorting differential evolution for forecasting currency exchange rates","authors":"T. Dinh, V. Vu, L. Bui","doi":"10.1109/KSE.2016.7758036","DOIUrl":"https://doi.org/10.1109/KSE.2016.7758036","url":null,"abstract":"Currency exchange rates forecasting is paid a considerable attention of the researchers in the field of forecasting. The neural network is a well-known tool in machine learning. However, two issues are always interested by the scientists: getting toward to global convergence of extreme solutions and determining the optimal weight of the network. This paper proposes the multi-objective method of ensemble learning techniques based on the non-dominated sorting differential evolution (NSDE, a kind of direction-based methods) for training neural networks and application in Foreign Exchange forecasting problems. Two objectives of the selected model are defined based on the Mean Squared Errors and Diversity respectively, in which we used the concept of fitness-sharing based diversity. We experimented the model on four data sets of currency and compared with some of the others that the research community has announced. Through the performance forecasting indicators to show that our new method gives outstanding forecasting results.","PeriodicalId":93818,"journal":{"name":"The ... International Conference on Knowledge and Systems Engineering. International Conference on Knowledge and Systems Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1109/KSE.2016.7758036","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72410367","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}
Pub Date : 2015-08-01DOI: 10.1007/978-3-319-08422-0_42
M. R. Hasan, M. Ibrahimy, S. Motakabber, S. Shahid
{"title":"Classification of Multichannel EEG Signal by Linear Discriminant Analysis","authors":"M. R. Hasan, M. Ibrahimy, S. Motakabber, S. Shahid","doi":"10.1007/978-3-319-08422-0_42","DOIUrl":"https://doi.org/10.1007/978-3-319-08422-0_42","url":null,"abstract":"","PeriodicalId":93818,"journal":{"name":"The ... International Conference on Knowledge and Systems Engineering. International Conference on Knowledge and Systems Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87334748","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}
Pub Date : 2015-01-01DOI: 10.1007/978-3-319-11680-8
{"title":"Knowledge and Systems Engineering - Proceedings of the Sixth International Conference KSE 2014, Hanoi, Vietnam, 9-11 October 2014","authors":"","doi":"10.1007/978-3-319-11680-8","DOIUrl":"https://doi.org/10.1007/978-3-319-11680-8","url":null,"abstract":"","PeriodicalId":93818,"journal":{"name":"The ... International Conference on Knowledge and Systems Engineering. International Conference on Knowledge and Systems Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86211904","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}
{"title":"Personal Authentication Using Relevance Vector Machine (RVM) for Biometric Match Score Fusion","authors":"Tran Binh Long, L. H. Thai","doi":"10.1109/KSE.2015.34","DOIUrl":"https://doi.org/10.1109/KSE.2015.34","url":null,"abstract":"","PeriodicalId":93818,"journal":{"name":"The ... International Conference on Knowledge and Systems Engineering. International Conference on Knowledge and Systems Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83721975","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}
Pub Date : 2014-08-19DOI: 10.1007/978-3-319-08422-0_1
C. Weisbin, W. Lincoln
{"title":"Titan Science Return Quantification","authors":"C. Weisbin, W. Lincoln","doi":"10.1007/978-3-319-08422-0_1","DOIUrl":"https://doi.org/10.1007/978-3-319-08422-0_1","url":null,"abstract":"","PeriodicalId":93818,"journal":{"name":"The ... International Conference on Knowledge and Systems Engineering. International Conference on Knowledge and Systems Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2014-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78253386","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}
Pub Date : 2014-08-13DOI: 10.1007/978-3-319-08422-0
H. Selvaraj, D. Zydek, G. Chmaj
{"title":"Progress in Systems Engineering - Proceedings of the Twenty-Third International Conference on Systems Engineering, ICSEng 2014, Las Vegas, NV, USA, August 19-21, 2014","authors":"H. Selvaraj, D. Zydek, G. Chmaj","doi":"10.1007/978-3-319-08422-0","DOIUrl":"https://doi.org/10.1007/978-3-319-08422-0","url":null,"abstract":"","PeriodicalId":93818,"journal":{"name":"The ... International Conference on Knowledge and Systems Engineering. International Conference on Knowledge and Systems Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2014-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83610131","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}
Pub Date : 2014-01-01DOI: 10.1007/978-3-319-11680-8_25
Stéphane Lathuilière, Hai Vu, Thi-Lan Le, Thanh-Hai Tran, D. T. Hung
{"title":"Semantic Regions Recognition in UAV Images Sequence","authors":"Stéphane Lathuilière, Hai Vu, Thi-Lan Le, Thanh-Hai Tran, D. T. Hung","doi":"10.1007/978-3-319-11680-8_25","DOIUrl":"https://doi.org/10.1007/978-3-319-11680-8_25","url":null,"abstract":"","PeriodicalId":93818,"journal":{"name":"The ... International Conference on Knowledge and Systems Engineering. International Conference on Knowledge and Systems Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2014-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/978-3-319-11680-8_25","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72471059","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}
Pub Date : 2014-01-01DOI: 10.1007/978-3-319-08422-0_118
G. Borowik, A. Krasniewski, T. Luba
{"title":"Rule Induction Based on Logic Synthesis Methods","authors":"G. Borowik, A. Krasniewski, T. Luba","doi":"10.1007/978-3-319-08422-0_118","DOIUrl":"https://doi.org/10.1007/978-3-319-08422-0_118","url":null,"abstract":"","PeriodicalId":93818,"journal":{"name":"The ... International Conference on Knowledge and Systems Engineering. International Conference on Knowledge and Systems Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2014-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72421907","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}
Pub Date : 2014-01-01DOI: 10.1007/978-3-319-08422-0_31
S. Kiryu, K. Asahi, M. Yoshikawa
{"title":"Vulnerability evaluation of multiplexing PUF for SVM attacks","authors":"S. Kiryu, K. Asahi, M. Yoshikawa","doi":"10.1007/978-3-319-08422-0_31","DOIUrl":"https://doi.org/10.1007/978-3-319-08422-0_31","url":null,"abstract":"","PeriodicalId":93818,"journal":{"name":"The ... International Conference on Knowledge and Systems Engineering. International Conference on Knowledge and Systems Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2014-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84335412","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}
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