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28,428 Article Results

Binarization of Ancient Document Images based on Multipeak Histogram Assumption

10.12928/telkomnika.v15i3.5105
Fitri; Syiah Kuala University Arnia , Khairul; Syiah Kuala University Munadi
In document binarization, text is segmented from the background. This is an important step, since the binarization outcome determines the success rate of the optical character recognition (OCR). In ancient documents, that are commonly noisy, binarization becomes more difficult. The noise can reduce binarization performance, and thus the OCR rate. This paper proposes a new binarization approach based on an assumption that the histograms of noisy documents consist of multipeaks. The proposed method comprises three steps: histogram calculation, histogram smoothing, and the use of the histogram to track the first valley and determine the binarization threshold. In our simulations we used a set of Jawi ancient document images with natural noises. This set is composed of 24 document tiles containing two noise types: show-through and uneven background. To measure performance, we designed and implemented a point compilation scheme. On average, the proposed method performed better than the Otsu method, with the total point score obtained by the former being 7.5 and that of the latter 4.5. Our results show that as long as the histogram fulfills the multipeak assumption, the proposed method can perform satisfactorily. 
Volume: 15
Issue: 3
Page: 1317-1327
Publish at: 2017-09-01

Miniaturized Minkowski-Island Fractal Microstrip Antenna Fed by Proximity Coupling for Wireless Fidelity Application

10.12928/telkomnika.v15i3.6826
I Putu Elba; Universitas Trisakti Duta Nugraha , Indra; Universitas Trisakti Surjati , Syah; Universitas 17 Agustus 1945 Jakarta Alam
This paper proposed a new design of Minkowski Island microstrip antenna fed by proximity coupling with partial ground plane. The design was consisted of two layers of substrate, on the top substrate was the antenna patch and on the bottom substrate was the proximity feed line and the partial ground. At the first stage, the normal square patch antenna was mainly designed. Then, the Minkowski patch antenna was designed using 1st iteration technique and 2nd iteration technique. The Minkowski fractal shape slot was embedded in the center of the patch to form a Minkowski Island patch antenna. Using the Minkowski Island fractal technique, the dimension of the patch can be reduced up to 58.7%. The proximity feed line in this design was used to increase the impedance bandwidth, and from the measurement the impedance bandwidth of the proposed antenna was 240 MHz with return loss of -24.54 dB and VSWR of 1.126.
Volume: 15
Issue: 3
Page: 1119-1126
Publish at: 2017-09-01

Classification Of Category Selection Title Undergraduate Thesis Using K-Nearest Neighbor Method

10.11591/ijeecs.v7.i3.pp846-854
Ratih Kumalasari Niswatin , Ardi Sanjaya
This research makes the classification system of  category selection title undergraduate thesis titleuse k-nearest neighbor method. This research will be conducted on the students of Informatics Engineering Department Faculty of Engineering, Universitas Nusantara PGRI Kediri. The purpose of making this system is to employee department and students to more easily make a classification of category selection undergraduate thesis title based on the field of interest and field of expertise of each student. The method used to classify the selection of undergaduate thesis title categories is k-nearest neighbormethod using several criteria based on students' interests and expertise in a particular field or course. The result of this sitem is an information category of undergraduate thesis title of students who have been processed based on the field of interest and field of expertise of each student.
Volume: 7
Issue: 3
Page: 846-854
Publish at: 2017-09-01

Design LTE Microstrip Antenna Rectangular Patch with Beetle-Shaped Slot

10.12928/telkomnika.v15i3.5493
Yusnita; Universitas Riau Rahayu , Haziq; Universitas Riau Hazman , Razali; Universiti Teknologi Malaysia Ngah
In this paper, the microstrip antenna rectangular patch with beetle shaped slot is presented. The characterization results of the proposed antenna obtained by changing the dimensions of the ground plane. CST software is used to design and analyze this proposed antenna. The simulated results of proposed antenna show that the antenna works at the frequency of 2.1 GHz while the return loss of -32.18 dB with the bandwidth reaches 155.19 MHz and the gain of 3.895 dBi.
Volume: 15
Issue: 3
Page: 1083-1087
Publish at: 2017-09-01

Skipped Zonal based Binary DCT (SZBinDCT) for Image communication over Resource Constrained Visual Sensor Network

10.11591/ijeecs.v7.i3.pp893-898
G. Suseela , Asnath Victy Phamila Y
The contemporary advancements in CMOS technology and Multimedia systems enabled image communication over resource constrained Visual Sensor Network (VSN). However, the size of image data is huge. It is wise to send the compressed image over the bandwidth limited network. Compression algorithms also should be of energy efficient with low complexity and should offer acceptable image quality. In this work an image coder offering low bit rate less than 0.5bpp is aimed. In this paper, a low memory and energy efficient skipped zonal based Binary DCT is proposed that codes the transformed samples using Golomb Rice code. Simulation results offered low bitrate 0.39 bpp with PSNR of 27.34 dB for the standard gray scale test image of Lena size 512 x512 pixels.
Volume: 7
Issue: 3
Page: 893-898
Publish at: 2017-09-01

Microstrip to Parallel-Strip Nonlinear Transition Balun with Stubs and DGS for UWB Dipole Antenna

10.12928/telkomnika.v15i3.7216
S.; Universiti Tun Hussein Onn Malaysia A. Hamzah , S.; Universiti Tun Hussein Onn Malaysia Mohd Shah , H.; Universiti Tun Hussein Onn Malaysia Majid , K.; Universiti Tun Hussein Onn Malaysia N. Ramli , M.; Universiti Tun Hussein Onn Malaysia S. Zainal , L.; Universiti Tun Hussein Onn Malaysia Audah , S.; Universiti Tun Hussein Onn Malaysia Z. Sapuan , A.; Universiti Tun Hussein Onn Malaysia Ubin , M.; Universiti Teknologi Malaysia Johore Baharu Esa , N.; Universiti Teknologi Malaysia Johore Baharu N. Nik Abd Malik
Three tapered baluns with nonlinear transition are developed for harmonic suppression in dipole antenna. The first balun consists of an exponential profile with the size of a quarter–wavelength for both the height and width with a wideband characteristic. However, for some applications such as narrowband harmonic suppression antennas and wideband-to-narrowband reconfigurable antennas, the suppression of higher operating band is desired. By employing stubs-filter and a defected ground structure (DGS), two narrowband tapered baluns are produced. They are named as an exponential balun-stub and an exponential balun-DGS, respectively, that operate from 1 to 2 GHz. A simulated and measured results that based on the reflection coefficient is found to be better than -10 dB from 1 to 2 GHz. The employment of the stubs and DGS have enabled these baluns to have the capability to reject the unwanted higher frequency band from 2.0 to 10 GHz. Finally, the proposed baluns are employed as a feeding circuit for an ultra wideband (UWB) circular dipole antenna that produces a reasonable outcome.
Volume: 15
Issue: 3
Page: 1470-1476
Publish at: 2017-09-01

An Efficient Patient Inflow Prediction Model For hospital Resource Management

10.11591/ijeecs.v7.i3.pp809-817
Kottalanka Srikanth , D. Arivazhagan
There has been increasing demand in improving service provisioning in hospital resources management. Hospital industries work with strict budget constraint at the same time assures quality care. To achieve quality care with budget constraint an efficient prediction model is required. Recently there has been various time series based prediction model has been proposed to manage hospital resources such ambulance monitoring, emergency care and so on.  These models are not efficient as they do not consider the nature of scenario such climate condition etc. To address this artificial intelligence is adopted. The issues with existing prediction are that the training suffers from local optima error.  This induces overhead and affects the accuracy in prediction. To overcome the local minima error, this work presents a patient inflow prediction model by adopting resilient backpropagation neural network. Experiment are conducted to evaluate the performance of proposed model inter of RMSE and MAPE. The outcome shows the proposed model reduces RMSE and MAPE over existing back propagation based artificial neural network. The overall outcomes show the proposed prediction model improves the accuracy of prediction which aid in improving the quality of health care management.
Volume: 7
Issue: 3
Page: 809-817
Publish at: 2017-09-01

Risky Sexual Behavior and Associated Factors Among High School Students in Gondar City, Northwest Ethiopia

10.11591/ijphs.v6i3.9293
Abebaw Wasie Kasahun , Mezgebu Yitayal , Tadele Girum , Bekri Mohammed
According to World Health Organization (WHO), youth are young people within 15-24 years old. Studies reported that more than half of all new HIV infections occur among people between the ages of 15 and 24 years. Institution based quantitative cross-sectional study was conducted among high school students in Gondar city. Multistage sampling technique was employed to recruit study participants. Data were collected using pretested structured self-administered questionnaire. Data were entered in Epi Info version 7 and analyzed using SPSS version 21. Descriptive statistics were computed to describe important variables in relation to the outcome variable, Binary and multivariable logistic regressions were used to identify independent predictors of the outcome variable. The overall prevalence of risky sexual behavior was 12.8%. Two out of five sexually active respondents ever had unprotected sexual intercourse.  Ever used alcohol ((AOR, 3.53 95% CI (1.73-7.19)), had no parental monitor (AOR, 12.21 95% CI (6.55-22.78), ever watched pornographic film (AOR, 2.24 95% CI (1.15-4.35), had no parental discussion on sexual and reproductive health issues (AOR, 2.57 95% CI (1.36-4.85) and peer pressure (AOR,2.50, 95%CI (1.20-5.21), were factors which significantly increases the odds of risky sexual behavior among youth. Risky sexual behavior among high school students in Gondar city administration was very high and worrisome; so that collaborated effort is needed from parents, schools, health facilities and health policy makers to bring healthy sexual behavior among school youth.
Volume: 6
Issue: 3
Page: 257-265
Publish at: 2017-09-01

The Effect of Satisfaction, Perceived Value, Image, and Perceived Sacrifice on Public Healthcare Service Institution’s Patient Loyalty

10.11591/ijphs.v6i3.7634
Medi Yarmen
This research aims to investigate the simultaneous effect of satisfaction, perceived value, image, and perceived sacrifice on patient loyalty. This study is believed to be the first to develop and test patient loyalty model that includes satisfaction, perceived value, image, and perceived sacrifice. Quantitative research methodology was employed. We performed survey to collect the empirical data. The respondents are 162 patients of two health care service institutions in Bogor and Bekasi, Indonesia. The conceptual model and proposed hypotheses were examined using multiple regressions analysis. The findings showed that image has positive impact on patient loyalty. However, this research also found that satisfaction, perceived value, and perceived sacrifice do not have significant impact on patient loyalty. Thus, the management of public healthcare service institution should consider and manage the image of the institution proactively.
Volume: 6
Issue: 3
Page: 275-282
Publish at: 2017-09-01

Container Positivity and Larva Distribution Based on the Container Characteristics

10.11591/ijphs.v6i3.9290
Wanti Wanti , Ririh Yudhastuti , Subagyo Yotopranoto , Hari B. Notobroto , Sri Subekti , Sitti R. Umniati
Dengue Haemorrhagic Fever (DHF) prevention and control program has been conducted in Kupang City but DHF Incidence Rate (IR) is always high and exceeds the national average. Calculating the density of larvae and pupae is a good choice in calculating DHF mosquitos’ density because larvae capture is easier than mosquitoes, and pupa is the nearest stage with adult mosquitoes so can better represent actual mosquito density. This observational study used cross sectional study design was conducted in Kupang City as many 24 urban villages or 480 houses during the rainy and dry season and all containers inside and outside homes selected been observed. Larvae and pupae were collected using gamadotik then identified. Analyzed data were using multiple regression logistic test, independent t test and Anova test. This study found 781 containers with the equation model of container positivity = 2,975 lid - 0.192 material + 0.781 type - 3,706, with the most influential variable is the container lid (OR 19.5). Ae. Aegypti, Ae. Albopictus and Culex can be found in water containers both inside and outside homes. The presence of larvae can be prevented either by doing closed and drain the container regularly and bury or drying container that is not used anymore. As limitation of water supply so other solutions need to be taken such as by sprinkling temefos into container with closed tightly to reduce the container positivity 19.5 times. For greater container can be done by water draining or reuse used container outside the home into a place to plant flowers or plants or become temporary garbage.
Volume: 6
Issue: 3
Page: 237-242
Publish at: 2017-09-01

Dual Reinforcement Q Routing for Ad Hoc Networks

10.11591/ijeecs.v7.i3.pp786-794
Rahul M Desai , B P Patil
Ad Hoc Networks are infrastructure less network in which nodes are connected by Multi-hop wireless links. Each node is acting as a router as it supports distributed routing. Routing challenges occurs as there are frequent path breaks due to the mobility. Various application domains include military applications, emergency search and rescue operations and collaborative computing. The existing protocols used are divided into proactive and on demand routing protocols. The various new routing algorithms are also designed to optimize the performance of a network in terms of various performance parameters. Dual reinforcement routing is learning based approach used for routing. This paper describes the implementation, mathematical evaluation and judging the performance of a network and analyze it to find the performance of a network.
Volume: 7
Issue: 3
Page: 786-794
Publish at: 2017-09-01

Implementation of IPsec-VPN Tunneling using GNS3

10.11591/ijeecs.v7.i3.pp855-860
Fatimah A. Salman
Virtual private networks (VPN) are used by remote clients to securely connect to company networks. This paper deals with Site-to-site IPsec-VPN that connects the company intranets.  IPsec-VPN network is implemented with security protocols for key management and exchange, authentication and integrity which implemented using GNS3 Network simulator. The testing, verification analyzing of data packets of the network is done using both PING tool and Wireshark.
Volume: 7
Issue: 3
Page: 855-860
Publish at: 2017-09-01

Knowledge, Attitude and Practice of Cervical Cancer Screening through Visual Inspection with Acetic Acid

10.11591/ijphs.v6i3.7547
Susmita Kar , Md. Kapil Ahmed
Detection of the cervical cancer requires practice of screening that will increase survival rates from the disease. Visual Inspection with Acetic Acid (VIA) is an alternative to screening for cervical cancer.This study aims to assess the knowledge, attitude, and practice towards VIA screening among adult women. We used a cross-sectional study in urban areas of Bangladesh with a sample of 285 respondents those were interviewed through semi-structured questionnaire. Analyses have done by targeting the objectives and considering the indicators with appropriate test statsitsics.About 56.1% respondents aged between 18 and 35 years with majority had at least secondary education including 29.5% were from affluent group. Though the highest majority of women had the knowledge of cervical cancer but only quarter was aware of VIA. A few of the respondents adopted any screening test for detecting cervical cancer and this lower coverage could be due to, among other reasons, lack of knowledge, accessibility, and service availability. The results also indicated that higher educational level of respondents is the predictor of improving knowledge on the disease and early adoption of available test procedure.An awareness building program should be designed for women of early detection of cervical cancer using VIA procedure.
Volume: 6
Issue: 3
Page: 221-230
Publish at: 2017-09-01

Developing Primary Liaison Psychiatric Services for HIV/AIDS Patients in Community

10.11591/ijphs.v6i3.9292
Ahsan Ahsan , Retno Lestari
In Indonesia, the number of HIV/AIDS patients has grown at significant level. HIV can be a source of major stress which can lead to changes in mental health, such as persistent sadness, feeling empty and anxiety. The ability of liaison officer could help patients reduce their psychiatric problems and at the same time it can greatly affect patients' risks for transmission of HIV to others. This study aimed to analyze the effect of developing primary liaison psychiatric services for HIV/AIDS patients on the abilities of health care workers to provide treatments. This study used a quasi experimental design with one group pretest-posttest which included 64 health care workers aged between 20 and 50 years from the Community-Integrated Health Care in East Java. The inclusion criteria were nurses and physician in Community-Integrated Health Care. The respondents were assessed using the Abilities of Health Care Workers Checklist pre-treatment and post-treatment. The outcomes were analyzed using the Wilcoxon signed rank test. There was a significant increased in the abilities of health care workers to provide psychiatric services after treatment (p<0.05). The liaison psychiatric services were considered to be effective in increasing the abilities of health care workers in improving the treatment of HIV/AIDS.
Volume: 6
Issue: 3
Page: 251-256
Publish at: 2017-09-01

Indicators of Husband's Role in Pregnancy and Maternity Care

10.11591/ijphs.v6i2.6181
Apik Indarty Moedjiono , Kuntoro Kuntoro , Hari Basuki Notobroto
The maternal mortality rate (MMR) in developing countries is still a major health problem, including in Indonesia. Antenatal Care (ANC), delivery with skilled birth attendance (SBA) at the time of delivery and delivery in institutional are universally considered important for reducing maternal mortality. Husbands can play a crucial role in pregnancy and childbirth. Therefore, the aim of this study was analyze the indicators of husband's role in pregnancy and maternity care which were suspected as one of the determinants of   ANC and SBA use in Polewali Mandar Regency. The population of this prospective cohort study was all married and pregnant woman, before using contraceptives and contraceptive failure or not using contraception and pregnancy is planned, unplanned pregnancy or mistimed pregnancy in Polewali Mandar 2015 (Size of sample = 100). Samples were randomly selected from participants of screening in 12 sub-districts in Polewali Mandar. Data about husband's role in pregnancy and maternity care was obtained through interviews using a structured questionnaire data processing by using SMART-PLS.  The result of data analysis suggested that the coefficient value that has been standardized from each indicator were as follows: accessibility = 0.944 and engagement = 0.954, dan responsibility = 0.968. Indicators of organizational support in implementing Maternal and Child Health Information System at Polewali Mandar Regency, respectively from the most important are: responsibility, engagement, and accessibility.
Volume: 6
Issue: 2
Page: 192-196
Publish at: 2017-09-01
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