2015 International Conference on Electrical Engineering and Informatics (ICEEI)最新文献

Handling imbalanced dataset in multi-label text categorization using Bagging and Adaptive Boosting 使用Bagging和Adaptive Boosting处理多标签文本分类中的不平衡数据集

2015 International Conference on Electrical Engineering and Informatics (ICEEI) Pub Date : 2015-12-17 DOI: 10.1109/ICEEI.2015.7352552

Genta Indra Winata, M. L. Khodra

{"title":"Handling imbalanced dataset in multi-label text categorization using Bagging and Adaptive Boosting","authors":"Genta Indra Winata, M. L. Khodra","doi":"10.1109/ICEEI.2015.7352552","DOIUrl":"https://doi.org/10.1109/ICEEI.2015.7352552","url":null,"abstract":"Imbalanced dataset is occurred due to uneven distribution of data available in the real world such as disposition of complaints on government offices in Bandung. Consequently, multi-label text categorization algorithms may not produce the best performance because classifiers tend to be weighed down by the majority of the data and ignore the minority. In this paper, Bagging and Adaptive Boosting algorithms are employed to handle the issue and improve the performance of text categorization. The result is evaluated with four evaluation metrics such as hamming loss, subset accuracy, example-based accuracy and micro-averaged f-measure. Bagging.ML-LP with SMO weak classifier is the best performer in terms of subset accuracy and example-based accuracy. Bagging.ML-BR with SMO weak classifier has the best micro-averaged f-measure among all. In other hand, AdaBoost.MH with J48 weak classifier has the lowest hamming loss value. Thus, both algorithms have high potential in boosting the performance of text categorization, but only for certain weak classifiers. However, bagging has more potential than adaptive boosting in increasing the accuracy of minority labels.","PeriodicalId":426454,"journal":{"name":"2015 International Conference on Electrical Engineering and Informatics (ICEEI)","volume":"10 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120998938","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: 9

Lenient negotiation model based on altruistic utility and its implication on agent-mediated negotiation 基于利他效用的宽松谈判模型及其对代理中介谈判的启示

2015 International Conference on Electrical Engineering and Informatics (ICEEI) Pub Date : 2015-12-17 DOI: 10.1109/ICEEI.2015.7352466

Mohammed Al-aaidroos, Norleyza Jailani, M. Mukhtar

{"title":"Lenient negotiation model based on altruistic utility and its implication on agent-mediated negotiation","authors":"Mohammed Al-aaidroos, Norleyza Jailani, M. Mukhtar","doi":"10.1109/ICEEI.2015.7352466","DOIUrl":"https://doi.org/10.1109/ICEEI.2015.7352466","url":null,"abstract":"Negotiation is a widespread business activity which is used to satisfy mutual interests to reach a consensus. With the advent of intelligent software agents, fully automated negotiation systems are achieved where negotiation is conducted between software entities without any human intervention. Of the significant challenge faced by developers is the construction of agent's proficiency to imitate human negotiators. There are a wide variety of negotiation approaches and tactics that have been proposed such as game theory, evolutionary, fuzzy and heuristic but they mostly rely on the utilitarian decision model which mainly target to maximize selfish-pleasure. Consequently, business bargains nowadays become more oriented to capital and revenue and very little attention is given to human ideals and ethics. To a certain extent this reflects the dominance of secularism in the world. In addition to contradicting the moral injunctions that Islam and most religions encourages, the assumptions behind self-maximization lacks the empirical prove. In contrast, altruism proved its persistence in between the participants engaged in many experiments. Inspired by the concept of Islamic leniency this paper propose a negotiation model that rely on altruistic utility instead of the dominant selfish utility. The proposed model is implemented through a web-based e-marketplace and then evaluated through a number of experimental tests. The results show the influence of altruism perception on the negotiation outcome and hence affect agent's behavior toward offering more affordable offers.","PeriodicalId":426454,"journal":{"name":"2015 International Conference on Electrical Engineering and Informatics (ICEEI)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123416906","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

Structural offline handwriting character recognition using levenshtein distance 使用levenshtein距离的结构化离线手写字符识别

2015 International Conference on Electrical Engineering and Informatics (ICEEI) Pub Date : 2015-12-17 DOI: 10.1109/ICEEI.2015.7352465

M. Putra, I. Supriana

{"title":"Structural offline handwriting character recognition using levenshtein distance","authors":"M. Putra, I. Supriana","doi":"10.1109/ICEEI.2015.7352465","DOIUrl":"https://doi.org/10.1109/ICEEI.2015.7352465","url":null,"abstract":"Research in offline handwriting recognition for unconstrained text remains a difficult challenge. Some problems such as noise in image, skew of text, cursive letters, and various handwriting style is still an open problem. Many method has been researched to solve those problems, such as k-NN, Neural Network, SVM and HMM. And to improve the recognition result, there are many methods can be implemented in the prerocessing stage. One of them is Kimura's method for slant correction that using chain code for character slant prediction. Those method consumes time and resource in its computation, meanwhile the accuracy is not improved significantly. Therefore, this paper propose to create handwritten character into graph with string representation based on structural approach. The purpose is to provide ability in improving recognition accuracy without relying on normalisation technique. The similarity distance between graphs measured using levenshtein distance. Experiment conducted to recognize handwritten upper-case letters and digits character images which taken from ETL-1 AIST databases. Levenshtein distance has an accuracy of 84.69% on digits and 67.01% on alphabet with 5% size of data for training and value 10 for string representation length. As a comparison, the Kimura's method are implemented for slant correction which results in a reduction of accuracy until 6%. Comparisons also made with some of previous work.","PeriodicalId":426454,"journal":{"name":"2015 International Conference on Electrical Engineering and Informatics (ICEEI)","volume":"206 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121843332","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

Inverse kinematics and gesture pattern recognition using Hidden Markov Model on BeatMe! project: Traditional dance digitalization 基于隐马尔可夫模型的反运动学和手势模式识别项目:传统舞蹈数字化

2015 International Conference on Electrical Engineering and Informatics (ICEEI) Pub Date : 2015-12-17 DOI: 10.1109/ICEEI.2015.7352489

Zahrotul Aisyah Ulfah, A. I. Wuryandari, Y. Priyana

{"title":"Inverse kinematics and gesture pattern recognition using Hidden Markov Model on BeatMe! project: Traditional dance digitalization","authors":"Zahrotul Aisyah Ulfah, A. I. Wuryandari, Y. Priyana","doi":"10.1109/ICEEI.2015.7352489","DOIUrl":"https://doi.org/10.1109/ICEEI.2015.7352489","url":null,"abstract":"Indonesian traditional dance preservation efforts that nowadays increasingly eroded by foreign culture needs to be improved and adapted to technological improvement. To answer that, BeatMe! Project developed for fulfil the needs of entertainment and traditional dance learning media by integrate 3D motion capture, processing data and visualization. This paper will explain the processing data detail implementation which include big data summarizing as in summarizing XYZ coordinate of joint to be angle between two joints. In addition, this paper also explain detail implementation of HMM learning system for gesture pattern learning and recognizing. Environment used is Kinect, Visual Studio and MATLAB. Result show summarized data of discrete value between joints angle, learning curve as the learning process output that tends to rise and converge on a value within limits of 700.000 symbols, new gesture pattern recognition show a good performance in one degree joint because its position nearest the main torso, and not to good performance in two degree joint because of randomized value that happen when the body position isn't aligned with Kinect.","PeriodicalId":426454,"journal":{"name":"2015 International Conference on Electrical Engineering and Informatics (ICEEI)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122200871","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

Advanced ubiquitous computing to support smart city smart village applications 先进的普适计算，支持智慧城市、智慧村庄应用

2015 International Conference on Electrical Engineering and Informatics (ICEEI) Pub Date : 2015-12-17 DOI: 10.1109/ICEEI.2015.7352592

Nur Husna Azizul, Mohd Faidzul Nasruddin, M. Rosmadi, A. Zin

引用次数: 12

Design and implementation of visible light communication system using pulse width modulation 采用脉宽调制的可见光通信系统的设计与实现

2015 International Conference on Electrical Engineering and Informatics (ICEEI) Pub Date : 2015-12-17 DOI: 10.1109/ICEEI.2015.7352464

Angga Pradana, Nur Ahmadi, Trio Adionos

引用次数: 28

Wireless power charging system for mobile device based on magnetic resonance coupling 基于磁共振耦合的移动设备无线充电系统

2015 International Conference on Electrical Engineering and Informatics (ICEEI) Pub Date : 2015-12-17 DOI: 10.1109/ICEEI.2015.7352500

A. Munir, Biru Tutur Ranum

{"title":"Wireless power charging system for mobile device based on magnetic resonance coupling","authors":"A. Munir, Biru Tutur Ranum","doi":"10.1109/ICEEI.2015.7352500","DOIUrl":"https://doi.org/10.1109/ICEEI.2015.7352500","url":null,"abstract":"In this paper, the development wireless power charging system for mobile device based on magnetic resonance coupling is proposed. The system is comprised of three parts; a transmitter circuit to generate the AC signal to be transferred, transmitting and receiving radiators to transfer the power of AC signal wirelessly, and a receiver circuit to convert the received AC signal into DC voltage for charging the mobile device. The system is designed to work at frequency of 10MHz empowered by an Op-Amp AD8067ART at the transmitter to produce the AC signal. The radiators for transmitting and receiving 10MHz AC signal are implemented using microstrip line which is separated each other by narrow space to obtain the optimum coupling. Whilst the receiver is constructed of a simple voltage doubler circuit which also works as a rectifier. From the experimental characterization, it is demonstrated that the wireless power charging system with 0.8mm distance of radiators is able to produce 4.08V DC at the output of receiver circuit chargeable a battery of mobile phone in which this voltage is equivalent to 12.2VPP AC signal at the transmitter circuit.","PeriodicalId":426454,"journal":{"name":"2015 International Conference on Electrical Engineering and Informatics (ICEEI)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122379342","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: 13

Palm vein recognition based-on minutiae feature and feature matching 基于细节特征和特征匹配的手掌静脉识别

2015 International Conference on Electrical Engineering and Informatics (ICEEI) Pub Date : 2015-12-17 DOI: 10.1109/ICEEI.2015.7352525

T. A. B. Wirayuda

引用次数: 10

Development of hardware-in-the-loop simultion for rocket guidance system 火箭制导系统硬件在环仿真研究进展

2015 International Conference on Electrical Engineering and Informatics (ICEEI) Pub Date : 2015-12-17 DOI: 10.1109/ICEEI.2015.7352502

Yulyan Wahyu Hadi, R. Bambang

{"title":"Development of hardware-in-the-loop simultion for rocket guidance system","authors":"Yulyan Wahyu Hadi, R. Bambang","doi":"10.1109/ICEEI.2015.7352502","DOIUrl":"https://doi.org/10.1109/ICEEI.2015.7352502","url":null,"abstract":"This paper focused on the design and implementation of the autopilot and Proportional Navigation based guidance system on the rocket. Autopilot system is implemented with three-loop autopilot scheme with pitch and yaw acceleration command input, and two-loop autopilot to keep the roll angle fixed. Autopilot system is designed by using linear models of rockets on the state of Mach 0.7 and angle of attack 0°. Autopilot control command is obtained from the guidance system. Guidance system processing kinematics and dynamics of rockets, as well as target sensing inputs, into acceleration command in order to obtain desired movement of a rocket. Flight attitude, angular rate, and inertia of rockets are provided by the navigation system. While the target sensing inputs in the form of Line of Sight (LOS) are obtained from the seeker. Guidance and autopilot system are implemented on the ARM-based board, TWR-K60D100M, while navigation system and nonlinear models are implemented in MATLAB using the Hardware-in-the-Loop Simulation (HILS). The results showed that the designed autopilot is stable with acceptable performance in nonlinear models testing and also in digital implementation. Integration with the navigation system and HILS implementation indicate that the system is able to hit a moving target and resulted less than 5 meters final position error in windy conditions.","PeriodicalId":426454,"journal":{"name":"2015 International Conference on Electrical Engineering and Informatics (ICEEI)","volume":"2012 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131948329","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

DGA and tensile strength test on accelerated thermal aging of ester oil and kraft paper 酯油和牛皮纸加速热老化的DGA和拉伸强度试验

2015 International Conference on Electrical Engineering and Informatics (ICEEI) Pub Date : 2015-12-17 DOI: 10.1109/ICEEI.2015.7352491

T. Widyanugraha, Rizal Rachmad, Wendhy, Suwarno

引用次数: 9