The ... International Conference on Knowledge and Systems Engineering. International Conference on Knowledge and Systems Engineering最新文献_第2页

Bidirectional programming and software adaptation: Towards a happy marriage 双向编程和软件改编:迈向幸福婚姻

The ... International Conference on Knowledge and Systems Engineering. International Conference on Knowledge and Systems Engineering Pub Date : 2017-10-01 DOI: 10.1109/KSE.2017.8119422

Zhenjiang Hu

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引用次数: 0

A multi-objective ensemble learning approach based on the non-dominated sorting differential evolution for forecasting currency exchange rates 基于非支配排序差分进化的多目标集成学习方法用于货币汇率预测

The ... International Conference on Knowledge and Systems Engineering. International Conference on Knowledge and Systems Engineering Pub Date : 2016-10-01 DOI: 10.1109/KSE.2016.7758036

T. Dinh, V. Vu, L. Bui

{"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}

引用次数: 6

Classification of Multichannel EEG Signal by Linear Discriminant Analysis 基于线性判别分析的多通道脑电信号分类

The ... International Conference on Knowledge and Systems Engineering. International Conference on Knowledge and Systems Engineering Pub Date : 2015-08-01 DOI: 10.1007/978-3-319-08422-0_42

M. R. Hasan, M. Ibrahimy, S. Motakabber, S. Shahid

引用次数: 23

Knowledge and Systems Engineering - Proceedings of the Sixth International Conference KSE 2014, Hanoi, Vietnam, 9-11 October 2014 知识与系统工程-第六届国际会议论文集KSE 2014，河内，越南，2014年10月9-11日

The ... International Conference on Knowledge and Systems Engineering. International Conference on Knowledge and Systems Engineering Pub Date : 2015-01-01 DOI: 10.1007/978-3-319-11680-8

引用次数: 0

Personal Authentication Using Relevance Vector Machine (RVM) for Biometric Match Score Fusion 基于相关向量机(RVM)的生物特征匹配分数融合个人身份认证

The ... International Conference on Knowledge and Systems Engineering. International Conference on Knowledge and Systems Engineering Pub Date : 2015-01-01 DOI: 10.1109/KSE.2015.34

Tran Binh Long, L. H. Thai

引用次数: 3

Titan Science Return Quantification 泰坦科学回报量化

The ... International Conference on Knowledge and Systems Engineering. International Conference on Knowledge and Systems Engineering Pub Date : 2014-08-19 DOI: 10.1007/978-3-319-08422-0_1

C. Weisbin, W. Lincoln

引用次数: 1

Progress in Systems Engineering - Proceedings of the Twenty-Third International Conference on Systems Engineering, ICSEng 2014, Las Vegas, NV, USA, August 19-21, 2014 系统工程进展-第二十三届系统工程国际会议论文集，ICSEng 2014，拉斯维加斯，内华达州，美国，2014年8月19-21日

The ... International Conference on Knowledge and Systems Engineering. International Conference on Knowledge and Systems Engineering Pub Date : 2014-08-13 DOI: 10.1007/978-3-319-08422-0

H. Selvaraj, D. Zydek, G. Chmaj

引用次数: 17

Semantic Regions Recognition in UAV Images Sequence 无人机图像序列语义区域识别

The ... International Conference on Knowledge and Systems Engineering. International Conference on Knowledge and Systems Engineering Pub Date : 2014-01-01 DOI: 10.1007/978-3-319-11680-8_25

Stéphane Lathuilière, Hai Vu, Thi-Lan Le, Thanh-Hai Tran, D. T. Hung

引用次数: 2

Rule Induction Based on Logic Synthesis Methods 基于逻辑综合方法的规则归纳

The ... International Conference on Knowledge and Systems Engineering. International Conference on Knowledge and Systems Engineering Pub Date : 2014-01-01 DOI: 10.1007/978-3-319-08422-0_118

G. Borowik, A. Krasniewski, T. Luba

引用次数: 7

Vulnerability evaluation of multiplexing PUF for SVM attacks 多路PUF对SVM攻击的脆弱性评估

The ... International Conference on Knowledge and Systems Engineering. International Conference on Knowledge and Systems Engineering Pub Date : 2014-01-01 DOI: 10.1007/978-3-319-08422-0_31

S. Kiryu, K. Asahi, M. Yoshikawa

引用次数: 0