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A novel study of fuzzy clustering algorithms for their applications in various domains 对模糊聚类算法在各个领域的应用进行了新的研究
The 4th Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering (JICTEE) Pub Date : 2014-03-05 DOI: 10.1109/JICTEE.2014.6804068
Prashant Vats
{"title":"A novel study of fuzzy clustering algorithms for their applications in various domains","authors":"Prashant Vats","doi":"10.1109/JICTEE.2014.6804068","DOIUrl":"https://doi.org/10.1109/JICTEE.2014.6804068","url":null,"abstract":"Fuzzy clustering techniques allows for a meaningful generalizations to be made in bulk quantities of data by recognizing a few basic patterns among them. Fuzzy clustering approach is based on statistical analysis of data sets for determining whether the objects of a space would fall into different groups by making quantifiable comparisons of multiple characteristics. This technique finds its applications in providing solutions to a number of real time problems. So in this paper we have enlisted few applications of Fuzzy clustering technique into various areas for their useful results produced by the application of this technique into the respective areas.","PeriodicalId":224049,"journal":{"name":"The 4th Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering (JICTEE)","volume":"59 33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129436296","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
Non-destructive identification of pure breeding Rice seed using digital image analysis 利用数字图像分析对纯种水稻种子进行无损鉴定
The 4th Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering (JICTEE) Pub Date : 2014-03-05 DOI: 10.1109/JICTEE.2014.6804096
S. Khunkhett, T. Remsungnen
{"title":"Non-destructive identification of pure breeding Rice seed using digital image analysis","authors":"S. Khunkhett, T. Remsungnen","doi":"10.1109/JICTEE.2014.6804096","DOIUrl":"https://doi.org/10.1109/JICTEE.2014.6804096","url":null,"abstract":"In this paper, digital image analysis is applied for non-destructive identification of pure breeding Rice seed. The appearance of rice such as its shape and color is expected to be the important features in agricultural breeding and quality testing. It is a difficult task for farmer to identify rice seeds because of the similar surface color of the seeds. This paper presents an automatic classification method based on segment images and RGB color features. Hardware of image capturing is designed using scanner. The ratio between segment images and varieties of different shades RGB histogram are then calculated. The rule of classification “Khao Dawk Mali 105” between pure breeding Rice seed and impure breeding Rice seed are created. The correct classification rates for two steps are: good rice seeds 98% and pure breeding rice seeds 82%. This information could be used as a signal to farmer decided to switch to a new generation seeds.","PeriodicalId":224049,"journal":{"name":"The 4th Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering (JICTEE)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129233099","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: 17
Indoor measurement of UWB-IR propagation channel using time-gating techniques 使用时间门控技术的UWB-IR传播信道的室内测量
The 4th Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering (JICTEE) Pub Date : 2014-03-05 DOI: 10.1109/JICTEE.2014.6804125
P. Chiochan, M. M. Maw, S. Duangsuwan, S. Promwong
{"title":"Indoor measurement of UWB-IR propagation channel using time-gating techniques","authors":"P. Chiochan, M. M. Maw, S. Duangsuwan, S. Promwong","doi":"10.1109/JICTEE.2014.6804125","DOIUrl":"https://doi.org/10.1109/JICTEE.2014.6804125","url":null,"abstract":"In this paper investigates a multipath reduction in an IEEE 802.15.4a of the ultra wideband-impulse radio (UWB-IR) propagation channel, which is the spatial-temporal resolution of scattering objects. The existing are widely observed by time dispersion of pulse-shaped transmit signals and their distortion in complex environments. We presented a new approach on UWB-IR complex channel transfer function in an indoor measurement. The time-gating measurement method (TGMM) is approached to suppress the scatter effect of multipath rays tracing, which occurred in the indoor environment. The close-form extension of radar cross section (RCS) results for sample furniture with the vertical and horizontal polarization as depends on antenna under-test (DUT) are shown. The TGMM is very useful to serve for impact of antenna distortion in an impulse radio system by using measurement technique.","PeriodicalId":224049,"journal":{"name":"The 4th Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering (JICTEE)","volume":"121 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122676976","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: 0
Predict the stock exchange of Thailand - Set 预测泰国证券交易所行情
The 4th Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering (JICTEE) Pub Date : 2014-03-05 DOI: 10.1109/JICTEE.2014.6804126
Warut Sirijunyapong, A. Leelasantitham, Supapogrn Kiattisin, W. Wongseree
{"title":"Predict the stock exchange of Thailand - Set","authors":"Warut Sirijunyapong, A. Leelasantitham, Supapogrn Kiattisin, W. Wongseree","doi":"10.1109/JICTEE.2014.6804126","DOIUrl":"https://doi.org/10.1109/JICTEE.2014.6804126","url":null,"abstract":"This paper proposes an investment in the stock exchange of Thailand (SET) using ARIMA model and support vector machine. Today, the investors are interesting to invest the stock market because it provides for higher profits than ones from deposit banking. Although the stock market can provide a high benefit for investors, it comes with a high risk too. Thus, this is a reason why we are proposing ARIMA model and Support vector machine. ARIMA model is one of the most popular approaches to forecast. Support vector machine is the structure of minimization of risk and supports high dimension data. Both of them can be reduced a risk to investors before their decisions to invest on stocks.","PeriodicalId":224049,"journal":{"name":"The 4th Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering (JICTEE)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124015594","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
On-line signature verification based on forward and backward variances of signature 基于签名前向和后向方差的在线签名验证
The 4th Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering (JICTEE) Pub Date : 2014-03-05 DOI: 10.1109/JICTEE.2014.6804069
C. P. Wibowo, P. Thumwarin, T. Matsuura
{"title":"On-line signature verification based on forward and backward variances of signature","authors":"C. P. Wibowo, P. Thumwarin, T. Matsuura","doi":"10.1109/JICTEE.2014.6804069","DOIUrl":"https://doi.org/10.1109/JICTEE.2014.6804069","url":null,"abstract":"We propose new features called the forward and backward variances of signature for on-line signature verification. In the proposed method, stable features of signature can be characterized by the forward and backward variances of signature. It is shown that signature can be verified by evaluating the difference of K-L coefficients of the forward and backward variances between the reference and signature to be verified. Experiments are performed on public signature database MCYT-100, consists of 5000 signatures from 100 people. The Equal Error Rate is 4.49%.","PeriodicalId":224049,"journal":{"name":"The 4th Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering (JICTEE)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115208213","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: 5
Arrhythmias detection and classification base on single beat ECG analysis 基于单拍心电分析的心律失常检测与分类
The 4th Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering (JICTEE) Pub Date : 2014-03-05 DOI: 10.1109/JICTEE.2014.6804097
S. Pathoumvanh, K. Hamamoto, Phoumy Indahak
{"title":"Arrhythmias detection and classification base on single beat ECG analysis","authors":"S. Pathoumvanh, K. Hamamoto, Phoumy Indahak","doi":"10.1109/JICTEE.2014.6804097","DOIUrl":"https://doi.org/10.1109/JICTEE.2014.6804097","url":null,"abstract":"The effective manual detection ECG arrhythmia is very important, but it is tedious and time consume. Due to the ECG signal, monitoring may have to be carried out over several hours because the volume of the ECG data is enormous. This difficulty turns out a very high possibility of the analyst missing (or misreading) vital information. Therefore, computer-based analysis and detection of diseases can be very helpful in cardiologist's diagnoses. This paper proposes an algorithm to detect and classify the ECG arrhythmia, which is combined of the novel ECG beat length selection, Discrete Cosine Transform as the feature extraction, and Fisher's Linear Discriminant Analysis as the classifier system. The experimentation results demonstrate that the proposed algorithm classifies five arrhythmia types: normal, left bundle branch block, right bundle branch block, premature ventricular contraction, and atrial premature contraction beat. With the achievement results of 99.11% in terms of Total classification accuracy, 97.01% in terms of sensitivity, and 99.44% in terms of specificity. These obtained results are better than the other existing methods.","PeriodicalId":224049,"journal":{"name":"The 4th Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering (JICTEE)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114166619","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
Third-order sinusoidal oscillator using VDTAs and grounded capacitors with amplitude controllability 三阶正弦振荡器采用vdta和接地电容，具有幅度可控性
The 4th Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering (JICTEE) Pub Date : 2014-03-05 DOI: 10.1109/JICTEE.2014.6804101
O. Channumsin, A. Jantakun
{"title":"Third-order sinusoidal oscillator using VDTAs and grounded capacitors with amplitude controllability","authors":"O. Channumsin, A. Jantakun","doi":"10.1109/JICTEE.2014.6804101","DOIUrl":"https://doi.org/10.1109/JICTEE.2014.6804101","url":null,"abstract":"This paper presented of third-order sinusoidal oscillator using VDTAs and grounded capacitors. The proposed circuit consists of two VDTAs and three grounded capacitors. The grounded capacitors are suitable for IC implementation. The oscillation frequency and oscillation condition can be electronically adjusted via DC bias currents of VDTAs. The sinusoidal output signals are comprised the voltage and current-mode. Furthermore, the output current is high output impedances and can be electronically controlled the amplitude that are easy for using in AM/ASK communication systems. The performance of proposed circuit used PSPICE simulation. The simulation results are accordance with the theoretical analysis.","PeriodicalId":224049,"journal":{"name":"The 4th Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering (JICTEE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130903340","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: 15
Implementation of the temperature and narrow channel dependence on threshold voltage model of NMOSFETs nmosfet的温度和窄通道依赖阈值电压模型的实现
The 4th Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering (JICTEE) Pub Date : 2014-03-05 DOI: 10.1109/JICTEE.2014.6804064
A. Ruangphanit, N. Sakuna, Niemcharoen, B. Phinyo, R. Muanghlua
{"title":"Implementation of the temperature and narrow channel dependence on threshold voltage model of NMOSFETs","authors":"A. Ruangphanit, N. Sakuna, Niemcharoen, B. Phinyo, R. Muanghlua","doi":"10.1109/JICTEE.2014.6804064","DOIUrl":"https://doi.org/10.1109/JICTEE.2014.6804064","url":null,"abstract":"In this paper, a new simplify mismatch of temperature and narrow channel dependence of threshold voltage of NMOS developed from spice level 3 and BSIM3 are proposed. The IDS -VGS in linear region was used with a different channel width. The parameters extraction procedure is based on the measurement of the transconductance characteristics of MOSFET in linear region. In this model, the temperature coefficient for threshold voltage and the body-bias coefficient of threshold voltage of a big MOSFET and a narrow channel width of MOSFET are determined. The results show that, the deviation of threshold voltage from the predicted model compared with the experimental data is less than 5%.","PeriodicalId":224049,"journal":{"name":"The 4th Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering (JICTEE)","volume":"55 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114029414","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
Active DURC notch filter 有源DURC陷波滤波器
The 4th Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering (JICTEE) Pub Date : 2014-03-05 DOI: 10.1109/JICTEE.2014.6804122
S. Wachirarattanapornkul
{"title":"Active DURC notch filter","authors":"S. Wachirarattanapornkul","doi":"10.1109/JICTEE.2014.6804122","DOIUrl":"https://doi.org/10.1109/JICTEE.2014.6804122","url":null,"abstract":"This article present to voltage mode active notch filter using double capacitive layers uniformly distributed RC line (DURC) with the proposed active notch filter circuit configuration consists of one DURC, one resistance(Rn). and a DC voltage gain amplifier. The parameters of the proposed circuit such as; α, β and K are adjustable the frequency responses with notch tunable frequency. The experimental and simulation results by MATLAB and PSPICE are showed god agreement with the theoretical.","PeriodicalId":224049,"journal":{"name":"The 4th Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering (JICTEE)","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122673319","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: 0
Wide area measurement of piled logs using smartphone camera 利用智能手机相机对原木进行大面积测量
The 4th Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering (JICTEE) Pub Date : 2014-03-05 DOI: 10.1109/JICTEE.2014.6804113
Veerasak Noonpan, Angela Duangchit, R. Chaisricharoen
{"title":"Wide area measurement of piled logs using smartphone camera","authors":"Veerasak Noonpan, Angela Duangchit, R. Chaisricharoen","doi":"10.1109/JICTEE.2014.6804113","DOIUrl":"https://doi.org/10.1109/JICTEE.2014.6804113","url":null,"abstract":"Previously, estimation of piled logs scattered in wide area is processed via hi-definition fixed camera which is not effective because the camera is attracted to be stolen. Therefore, the method to calculate area of segmented outdoor piled logs is now implemented on a smartphone which consists of an orientation sensor in order to benefit mobile usage and reduce cost of camera installation. The method is two-dimensional area calculation of piled logs with virtual ruler grid based on images taken through a calibrated smartphone camera. The result shows that the proposed method is able to alleviate time-consuming issue, the method accuracy is relatively 88% compared to measuring by a tape measure.","PeriodicalId":224049,"journal":{"name":"The 4th Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering (JICTEE)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123287896","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: 0
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