2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS)最新文献_第4页

Multi codebook LVQ-based artificial neural network using clustering approach 基于多码本lvq的聚类人工神经网络

2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2015-10-01 DOI: 10.1109/ICACSIS.2015.7415193

M. Anwar Ma'sum, H. Sanabila, W. Jatmiko, Aprinaldi

引用次数: 6

Fetal state classification from cardiotocography based on feature extraction using hybrid K-Means and support vector machine 基于混合k均值和支持向量机特征提取的心电胎儿状态分类

2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2015-10-01 DOI: 10.1109/ICACSIS.2015.7415166

N. Chamidah, Ito Wasito

{"title":"Fetal state classification from cardiotocography based on feature extraction using hybrid K-Means and support vector machine","authors":"N. Chamidah, Ito Wasito","doi":"10.1109/ICACSIS.2015.7415166","DOIUrl":"https://doi.org/10.1109/ICACSIS.2015.7415166","url":null,"abstract":"Cardiotocography (CTG) records fetal heart rate (FHR) signal and intra uterine pressure (IUP) simultaneously. CTG are widely used for diagnosing and evaluates pregnancy and fetus condition until before delivery. The high dimension of CTG data are the problem for classification computation, by extracting feature we can get the useful information from CTG data, and in this research, K-Means Algorithm are used. After extracting useful information, data are trained by using Support Vector Machine (SVM) to obtain classifier for classifying the new incoming CTG data. Based on 10 cross validation, this method have a good accuracy to 90.64% using Cardiotocography Dataset obtained from UCI Machine Learning Repository. Data are classified into fetal state normal, suspicious, or pathologic class based on seven abstract features that extracted from twenty one original features and then trained using hybrid K-SVM Algorithm. This research shows the ability and capability of Hybrid K-SVM for classifying CTG dataset. In general, the experimental result of hybrid K-SVM show the better classification compare to SVM.","PeriodicalId":325539,"journal":{"name":"2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132869250","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: 25

Learning the search heuristic for combined task and motion planning 学习任务与运动组合规划的搜索启发式

2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2015-10-01 DOI: 10.1109/ICACSIS.2015.7415160

Vektor Dewanto

{"title":"Learning the search heuristic for combined task and motion planning","authors":"Vektor Dewanto","doi":"10.1109/ICACSIS.2015.7415160","DOIUrl":"https://doi.org/10.1109/ICACSIS.2015.7415160","url":null,"abstract":"Autonomous robots have to plan two intricately dependent levels: task and motion. One promising approach is to plan task and motion simultaneously, yielding a sequence of high level actions that is guaranteed to have valid motion plans. In this paper, we present our work on such planning system whose backbone is the ability to estimate the cost of action sequences. This cost essentially encodes information about motion feasibility and optimality criteria. Concretely, the cost prediction serves as the heuristic for search over a task motion multigraph. The experiment results show that the proposed approach makes the planning progressively more efficient as well as ε-optimal. It means that the wasted computations are more and more reduced over planning attempts and that the complete plans found are guaranteed to have costs no more than a factor of (1 +ε) greater than the optimal. This suggests that the heuristic along with its learning formulation are justifiable and that the designed feature vector is sufficient for learning. In addition, we found that online learning during search offers better utility than the offline.","PeriodicalId":325539,"journal":{"name":"2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS)","volume":"298 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121369002","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

Enhancing efficiency of enterprise digital rights management 提高企业数字版权管理效率

2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2015-10-01 DOI: 10.1109/ICACSIS.2015.7415190

A. H. Soliman, M. Ibrahim, S. El-Ramly

引用次数: 1

Automatic plant watering controller component using FPGA device 自动植物浇水控制器组件采用FPGA器件

2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2015-10-01 DOI: 10.1109/ICACSIS.2015.7415167

Ima Primisima, S. Sudiro, B. A. Wardijono

{"title":"Automatic plant watering controller component using FPGA device","authors":"Ima Primisima, S. Sudiro, B. A. Wardijono","doi":"10.1109/ICACSIS.2015.7415167","DOIUrl":"https://doi.org/10.1109/ICACSIS.2015.7415167","url":null,"abstract":"Many farmers do not have much time to perform maintenance on agricultural plants, especially in watering of plant routinely. Besides that, sometimes watering was done not compatible with the water necessity of plants. This has an impact on agricultural products which is not maximized. In general, automatic plant watering used only watering timer-based, of course, is not in accordance with the characteristics of the water necessity of each plant. However, the automatic watering plants using soil moisture sensors can overcome problems of farmers. The prototype of automatic watering plant consists of FPGA board, driver relay, water pump, LED, soil moisture sensors, and the ADC module (ADC0820). Soil moisture sensor is a probe made from metal as soil moisture detector. Soil moisture measurement results in the form of voltage fluctuations. Soil moisture sensors generate a voltage that will be converted by the ADC module into 8-bit digital signal. The conversion results carried classification. This classification is based on ideal condition of the plant such as high water necessity, medium water necessity and low water necessity. If the sensor detects the soil in dry condition, the water pump will be activated. If the sensor detects the soil in wet conditions, the water pump will not be activated. Besides more easily, it also adjusts to the natural conditions and the needs of each plant. This research result is a description of component (IP Core) for controlling the watering system automatically.","PeriodicalId":325539,"journal":{"name":"2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS)","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126921045","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

E-audit system acceptance in the public sector: An Indonesian perspective 电子审计系统在公共部门的接受:一个印尼的视角

2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2015-10-01 DOI: 10.1109/ICACSIS.2015.7415171

Ferry Purwantoro, B. Purwandari, M. R. Shihab

引用次数: 7

Factors affecting knowledge sharing and its effect on performance of vocational higher education of agriculture in Java 爪哇农业高等职业教育知识共享的影响因素及其绩效效应

2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2015-10-01 DOI: 10.1109/ICACSIS.2015.7415153

Sofiyanti Indriasari, D. I. Sensuse, Elin Cahyaningsih

{"title":"Factors affecting knowledge sharing and its effect on performance of vocational higher education of agriculture in Java","authors":"Sofiyanti Indriasari, D. I. Sensuse, Elin Cahyaningsih","doi":"10.1109/ICACSIS.2015.7415153","DOIUrl":"https://doi.org/10.1109/ICACSIS.2015.7415153","url":null,"abstract":"The agricultural sector have important role for a country. The level of performance of the agricultural sector of a country depends on the quality of education in agriculture. Basically agricultural vocational education in Indonesia was established in each region in order to meet the human resources in accordance with the potential of the area. Therefore, if the agricultural lecturers that have different specialties can share the knowledge among each other it is expected that the that one lecturer can provide knowledge that is appropriate for the processing of agricultural potential in these areas eventhough it is not his speciality. So it is not depending on the specific agricultural science owned by lecturers but it depends on the potential of the area. It can be anticipated by increasing knowledge sharing among educators. Therefore, it is necessary to determine the factors that influence knowledge sharing among educators in vocational higher education of agriculture. In addition, note also whether knowledge sharing affects the performance of educators and affect the performance of the institution. This study was conducted with the literature study, interviews, and surveys. Survey data were analyzed using Partial Least Square method - Structural Equation Modeling. The results of this study indicate that knowledge sharing is one of the factors that can improve the performance of educators and can improve the performance of vocational higher education of agriculture. Knowledge sharing in this domain is strongly influenced by attitudes, personal expectations, tacit knowledge, the IT infrastructure, knowledge of the IT usage, the ability of educators, and organizational culture.","PeriodicalId":325539,"journal":{"name":"2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114733099","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

Analysis of factors affecting user acceptance of the implementation of ClassCraft E-Learning: Case studies faculty of information technology of Tarumanagara university 影响用户接受ClassCraft E-Learning实施的因素分析:以塔鲁马纳加拉大学信息技术学院为例

2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2015-10-01 DOI: 10.1109/ICACSIS.2015.7415161

Darius Andana Haris, Elvina Sugito

{"title":"Analysis of factors affecting user acceptance of the implementation of ClassCraft E-Learning: Case studies faculty of information technology of Tarumanagara university","authors":"Darius Andana Haris, Elvina Sugito","doi":"10.1109/ICACSIS.2015.7415161","DOIUrl":"https://doi.org/10.1109/ICACSIS.2015.7415161","url":null,"abstract":"Classcraft is a free online E-Learning system that using gamification concept. Educational role-playing game that teachers and students play together in the classroom. Classcraft is more than E-Learning. By using many of the conventions traditionally found in games today, students can level up, work in teams, and earn powers that have real-world consequences. Acting as a gamification layer around any existing curriculum, the game transforms the way a class is experienced throughout the school year. Past research about E-Learning system has become one of the authors of reference for the conduct of this study. This research involve a number of FTI Untar students. Data was collected through observation, questionnaires and interviews. The questionnaire was made based on the model of the Unified Theory of Acceptance and Use of Technology (UTAUT) that have been modified. Author perform data processing using techniques Partial Least Square (PLS) and using an application called SmartPLS. The study states that the factors that affect users using ClassCraft in general is an e-learning motivation, facilitating conditions, and behavioral intention.","PeriodicalId":325539,"journal":{"name":"2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132312715","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

Formulating implementation strategy for enterprise content management system using soft system methodology: A case of a marine logistics company in Indonesia 运用软系统方法制定企业内容管理系统实施策略——以印尼某海运物流公司为例

2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2015-10-01 DOI: 10.1109/ICACSIS.2015.7415178

Sunu Wicaksono, M. R. Shihab, P. Sandhyaduhita

引用次数: 3

Implementation of adaptive fuzzy neuro generalized learning vector quantization (AFNGLVQ) on field programmable gate array (FPGA) for real world application 在现场可编程门阵列(FPGA)上实现自适应模糊神经广义学习向量量化(AFNGLVQ)

2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS) Pub Date : 2015-10-01 DOI: 10.1109/ICACSIS.2015.7415192

Irfan Afif, Yulistiyan Wardhana, W. Jatmiko

引用次数: 4