Pub Date : 2018-10-01DOI: 10.1109/INCAE.2018.8579406
Hamdani Arif, P. Sahoo
This paper addresses trade off problem when cloud providers attempt to balance their own objective and users quality of service evenly. Acquiring fast processing time for some specific tasks workload most likely will satisfy users. In response, cloud providers need to accommodate it by provisioning good tasks allocation policy. Cloud computing as business view, on the other hand, allows provider to manage their physical resources smartly in order to save the energy consumption for their own merit. The approach is beneficial for private Cloud provider in which the privacy can be maintained while still leveraging the potential of public Cloud. This work would like to find a middle point for the good of both. In this paper, virtual and physical machine load balancing scheme is proposed to satisfy both side. This paper contains two different allocation policies in two different level view: Tasks scheduling view and VMs remapping view.
{"title":"Threshold Scheme Approach to Balance Virtual Machines Load in Private Cloud","authors":"Hamdani Arif, P. Sahoo","doi":"10.1109/INCAE.2018.8579406","DOIUrl":"https://doi.org/10.1109/INCAE.2018.8579406","url":null,"abstract":"This paper addresses trade off problem when cloud providers attempt to balance their own objective and users quality of service evenly. Acquiring fast processing time for some specific tasks workload most likely will satisfy users. In response, cloud providers need to accommodate it by provisioning good tasks allocation policy. Cloud computing as business view, on the other hand, allows provider to manage their physical resources smartly in order to save the energy consumption for their own merit. The approach is beneficial for private Cloud provider in which the privacy can be maintained while still leveraging the potential of public Cloud. This work would like to find a middle point for the good of both. In this paper, virtual and physical machine load balancing scheme is proposed to satisfy both side. This paper contains two different allocation policies in two different level view: Tasks scheduling view and VMs remapping view.","PeriodicalId":387859,"journal":{"name":"2018 International Conference on Applied Engineering (ICAE)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131825649","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}
Pub Date : 2018-10-01DOI: 10.1109/INCAE.2018.8579370
Ery Muthoriq, Arief Harivanto, Z. Abidin, M. Bur
In this paper, static force analysis and experiment on weighing scale are discussed. From the static force analysis, it was known that there is one parameter that must be fulfilled by a weighing scale. That parameter, theoretically, causes measurement result not to be affected by the object position. In addition, an equation has been derived to calculate the capacity of sensor required. From the experiment on two commercial weighing scales, the reading error has been identified. The experiment results show differences in measurement reading if the object position is varied. Those differences cause the weighing scale have a reading error. However, the reading error is relatively small, i.e. less than 4%. The results reported here can be used to develop weighing scale for further purpose such as weighbridge.
{"title":"The Effect of Object Position on Reading Error on Weighing Scale","authors":"Ery Muthoriq, Arief Harivanto, Z. Abidin, M. Bur","doi":"10.1109/INCAE.2018.8579370","DOIUrl":"https://doi.org/10.1109/INCAE.2018.8579370","url":null,"abstract":"In this paper, static force analysis and experiment on weighing scale are discussed. From the static force analysis, it was known that there is one parameter that must be fulfilled by a weighing scale. That parameter, theoretically, causes measurement result not to be affected by the object position. In addition, an equation has been derived to calculate the capacity of sensor required. From the experiment on two commercial weighing scales, the reading error has been identified. The experiment results show differences in measurement reading if the object position is varied. Those differences cause the weighing scale have a reading error. However, the reading error is relatively small, i.e. less than 4%. The results reported here can be used to develop weighing scale for further purpose such as weighbridge.","PeriodicalId":387859,"journal":{"name":"2018 International Conference on Applied Engineering (ICAE)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116785363","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}
Pub Date : 2018-10-01DOI: 10.1109/INCAE.2018.8579407
Jullend Gate, Febri Maspiyanti
Detection of the parasite that causes malaria can be made through examination of blood slides observation using a microscope by medical officer. However, to prevent death in people with urgently needed malaria parasite detection can be done rapidly and accurately, mainly in such areas which is lack of experienced medical officer, such as in rural areas in Borneo and Papua. Furthermore, in an effort to malaria diagnosis, the data are inconsistently made with standard procedure, hence the blood smear data produced are non-standard data. This becoming a huge challenge for the researcher to be able to detect parasite on non-standard data. By using microscope, eyepiece camera, and computer, we propose a method to detect the presence of parasite inside the red blood cells using combination of the Double Thresholding techniques and BLOB analysis. Our experimental research using our proposed method, able to obtain average of PPV of 84.43%, and Sensitivity of 85.5%.
{"title":"Plasmodium Parasite Detection on Thin Blood Smear Image using Double Thresholding and BLOB Analysis","authors":"Jullend Gate, Febri Maspiyanti","doi":"10.1109/INCAE.2018.8579407","DOIUrl":"https://doi.org/10.1109/INCAE.2018.8579407","url":null,"abstract":"Detection of the parasite that causes malaria can be made through examination of blood slides observation using a microscope by medical officer. However, to prevent death in people with urgently needed malaria parasite detection can be done rapidly and accurately, mainly in such areas which is lack of experienced medical officer, such as in rural areas in Borneo and Papua. Furthermore, in an effort to malaria diagnosis, the data are inconsistently made with standard procedure, hence the blood smear data produced are non-standard data. This becoming a huge challenge for the researcher to be able to detect parasite on non-standard data. By using microscope, eyepiece camera, and computer, we propose a method to detect the presence of parasite inside the red blood cells using combination of the Double Thresholding techniques and BLOB analysis. Our experimental research using our proposed method, able to obtain average of PPV of 84.43%, and Sensitivity of 85.5%.","PeriodicalId":387859,"journal":{"name":"2018 International Conference on Applied Engineering (ICAE)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116791125","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}
Pub Date : 2018-10-01DOI: 10.1109/INCAE.2018.8579413
M. Mufida, Dwi Kartikasari
Karimun is one of the hinterland of Indonesia that produces some featured commodity such as fishery and agriculture. Moro is one area of Karimun that has many potential product to sell and promote to customer outside the area or even region. This research aims to identify potential commodity in hinterland area performs interview and questionnaires given to employees and community leaders. Furthermore, the research team will rank the products identified through the point rating system method by weighting a number of criteria based on input from a number of experts. We determine featured products based on a number of certain criteria and choose the best amongst the others. Whereas potential products are not products that are currently favored but these products have the potential to become excellent in the near future during medium or long term, if given certain treatment. Finally, after the featured products and potential products are determined, the research team will map these products into an online map so that potential investors can find products they want to buy as material to support their business. We hope that the identification and mapping study of featured products and potential products in the hinterland area will contribute to the acknowledgement of the economic potential of the hinterland region in the future by performing interactive visualization in the web application to figure out potential product in the area.
{"title":"Featured Product Mapping in Hinterland Karimun Area Using Interactive Visualization*","authors":"M. Mufida, Dwi Kartikasari","doi":"10.1109/INCAE.2018.8579413","DOIUrl":"https://doi.org/10.1109/INCAE.2018.8579413","url":null,"abstract":"Karimun is one of the hinterland of Indonesia that produces some featured commodity such as fishery and agriculture. Moro is one area of Karimun that has many potential product to sell and promote to customer outside the area or even region. This research aims to identify potential commodity in hinterland area performs interview and questionnaires given to employees and community leaders. Furthermore, the research team will rank the products identified through the point rating system method by weighting a number of criteria based on input from a number of experts. We determine featured products based on a number of certain criteria and choose the best amongst the others. Whereas potential products are not products that are currently favored but these products have the potential to become excellent in the near future during medium or long term, if given certain treatment. Finally, after the featured products and potential products are determined, the research team will map these products into an online map so that potential investors can find products they want to buy as material to support their business. We hope that the identification and mapping study of featured products and potential products in the hinterland area will contribute to the acknowledgement of the economic potential of the hinterland region in the future by performing interactive visualization in the web application to figure out potential product in the area.","PeriodicalId":387859,"journal":{"name":"2018 International Conference on Applied Engineering (ICAE)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121831112","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}
Pub Date : 2018-10-01DOI: 10.1109/INCAE.2018.8579417
An–Li Yang, L. Pamungkas, Yu-Chen Chang, Jing-Yuan Lin, H. Chiu
This paper proposes the design and implementation of a digital controlled three-phase three-level inverter using T-type topology. The advantages of this topology are reducing components usage, minimizing the devices stress, and resulting lower output voltage Total Harmonic Distortion (THD). This design employs a high-performance TMS320F28335 Digital Signal Processor (DSP) from Texas Instruments. The chip is powered with Floating Point Unit (FPU) feature for processing three-phase controlled algorithm. The proposed modulation strategy is Carrier-Based Pulse Width Modulation (CBPWM) that can be implemented with a very simple algorithm and fast processing time. In addition, it can generate the highest modulation index up to 1.154 that is feasible under linear modulation, such as Space Vector Modulation (SVM). Finally, a 6 kW three-phase T-type inverter is verified by simulation and experimental result. It can reach 99% efficiency in the full-load condition.
{"title":"Design and Implementation of 6 kW Three-Phase T-Type Inverter for Microgrid Application","authors":"An–Li Yang, L. Pamungkas, Yu-Chen Chang, Jing-Yuan Lin, H. Chiu","doi":"10.1109/INCAE.2018.8579417","DOIUrl":"https://doi.org/10.1109/INCAE.2018.8579417","url":null,"abstract":"This paper proposes the design and implementation of a digital controlled three-phase three-level inverter using T-type topology. The advantages of this topology are reducing components usage, minimizing the devices stress, and resulting lower output voltage Total Harmonic Distortion (THD). This design employs a high-performance TMS320F28335 Digital Signal Processor (DSP) from Texas Instruments. The chip is powered with Floating Point Unit (FPU) feature for processing three-phase controlled algorithm. The proposed modulation strategy is Carrier-Based Pulse Width Modulation (CBPWM) that can be implemented with a very simple algorithm and fast processing time. In addition, it can generate the highest modulation index up to 1.154 that is feasible under linear modulation, such as Space Vector Modulation (SVM). Finally, a 6 kW three-phase T-type inverter is verified by simulation and experimental result. It can reach 99% efficiency in the full-load condition.","PeriodicalId":387859,"journal":{"name":"2018 International Conference on Applied Engineering (ICAE)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126076503","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}
Pub Date : 2018-10-01DOI: 10.1109/INCAE.2018.8579386
Muhammad Ruslan Maulani, Syafrial Fachri Pane, R. M. Awangga, D. Wijayanti, W. Caesarendra
This paper presents an analysis study of customer reservation behavior in Agrotourism N8 based on recency, frequency and monetary (RFM) method. The historical data from January to December 2016 were collected from Rancabali tour and used for RFM analysis. Prior to the RFM analysis, the data were grouped into frequency and monetary using mean shift clustering. This analysis will provide the guideline to Agrotourism N8 to predict the customer needs in the future based on historical data. The RFM method shows that Rancabali tour always crowded with visitors until the end of each month. The highest number of visitors occurred in January, July, and December. Moreover, The highest revenue earned in December. The mean shift shows the income-based cluster by the frequency of customer.
{"title":"An Analysis of Customer Agrotourism Resort Behaviour based on RFM and Mean Shift Clustering","authors":"Muhammad Ruslan Maulani, Syafrial Fachri Pane, R. M. Awangga, D. Wijayanti, W. Caesarendra","doi":"10.1109/INCAE.2018.8579386","DOIUrl":"https://doi.org/10.1109/INCAE.2018.8579386","url":null,"abstract":"This paper presents an analysis study of customer reservation behavior in Agrotourism N8 based on recency, frequency and monetary (RFM) method. The historical data from January to December 2016 were collected from Rancabali tour and used for RFM analysis. Prior to the RFM analysis, the data were grouped into frequency and monetary using mean shift clustering. This analysis will provide the guideline to Agrotourism N8 to predict the customer needs in the future based on historical data. The RFM method shows that Rancabali tour always crowded with visitors until the end of each month. The highest number of visitors occurred in January, July, and December. Moreover, The highest revenue earned in December. The mean shift shows the income-based cluster by the frequency of customer.","PeriodicalId":387859,"journal":{"name":"2018 International Conference on Applied Engineering (ICAE)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123809034","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}
Pub Date : 2018-10-01DOI: 10.1109/INCAE.2018.8579408
H. M. Taki, Mohamed Mahmoud Hassan Maatouk, M. Lubis
Jakarta Metropolitan Region (JMR) is the busiest region as the economic and government center of Indonesian country. Various problems of urban transportation and sustainable development occurred in this region, especially congestion and urban sprawl. To overcome those problems, this study carried out the development of TOD based on typology applied to the railway network. The method used is actual and potential TOD based spatial analysis to produce an integrated TOD system. The results showed that there were differences in typology from each station in urban, suburban and regional TOD, Therefore, it needed the policy from stakeholders to encourage improving the master plan in a more sustainable pattern.
{"title":"Spatial Model of TOD in JMR's Master Plan","authors":"H. M. Taki, Mohamed Mahmoud Hassan Maatouk, M. Lubis","doi":"10.1109/INCAE.2018.8579408","DOIUrl":"https://doi.org/10.1109/INCAE.2018.8579408","url":null,"abstract":"Jakarta Metropolitan Region (JMR) is the busiest region as the economic and government center of Indonesian country. Various problems of urban transportation and sustainable development occurred in this region, especially congestion and urban sprawl. To overcome those problems, this study carried out the development of TOD based on typology applied to the railway network. The method used is actual and potential TOD based spatial analysis to produce an integrated TOD system. The results showed that there were differences in typology from each station in urban, suburban and regional TOD, Therefore, it needed the policy from stakeholders to encourage improving the master plan in a more sustainable pattern.","PeriodicalId":387859,"journal":{"name":"2018 International Conference on Applied Engineering (ICAE)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127674020","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}
Pub Date : 2018-10-01DOI: 10.1109/INCAE.2018.8579393
R. Ismail, Guntur D. Wijaya, M. Ariyanto, Adi Suriyanto, W. Caesarendra
This paper presents a preliminary study on design and development of prosthetic hand controlled by electromyography (EMG) sensor for patients who suffered from trans-radial amputee. The system is made up of an embedded Arduino microcontroller equipped with Visual C# programming as graphical user interface (GUI). The prototype of the prosthetic hand has five grip modes i.e. hand open and close, hook finger movement, peace finger movement, pointing finger movement, and active thumb. The mechanism of prosthetic hand is designed with selected mode grip pattern, where each motion is triggered from muscle contraction that is acquired using EMG sensors. In addition, the input of EMG signal can be monitored from the graphs in GUI based on Visual C# programming. Each finger in the prosthetic hand prototype is driven by a linear actuator. The objective of this study is to design and develop a prototype of myoelectric hand based on EMG sensor and create a prosthetic hand grip pattern mode program.
{"title":"Development of Myoelectric Prosthetic Hand based on Arduino IDE and Visual C# for Trans-radial Amputee in Indonesia","authors":"R. Ismail, Guntur D. Wijaya, M. Ariyanto, Adi Suriyanto, W. Caesarendra","doi":"10.1109/INCAE.2018.8579393","DOIUrl":"https://doi.org/10.1109/INCAE.2018.8579393","url":null,"abstract":"This paper presents a preliminary study on design and development of prosthetic hand controlled by electromyography (EMG) sensor for patients who suffered from trans-radial amputee. The system is made up of an embedded Arduino microcontroller equipped with Visual C# programming as graphical user interface (GUI). The prototype of the prosthetic hand has five grip modes i.e. hand open and close, hook finger movement, peace finger movement, pointing finger movement, and active thumb. The mechanism of prosthetic hand is designed with selected mode grip pattern, where each motion is triggered from muscle contraction that is acquired using EMG sensors. In addition, the input of EMG signal can be monitored from the graphs in GUI based on Visual C# programming. Each finger in the prosthetic hand prototype is driven by a linear actuator. The objective of this study is to design and develop a prototype of myoelectric hand based on EMG sensor and create a prosthetic hand grip pattern mode program.","PeriodicalId":387859,"journal":{"name":"2018 International Conference on Applied Engineering (ICAE)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123009135","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}
Pub Date : 2018-10-01DOI: 10.1109/INCAE.2018.8579384
S. Armiati, R. M. Awangga, A. Muhammad
Indonesia is Island Based Country with 1.905 million kilometers per square area. This territory area watching by National Border Agencies consists of a collaboration of many departments and government organization to make Indonesia strengthening the border. Indonesia has 6 neighboured country, Singapore, Malaysia, Philippine, Australia, Papua New Guinea, and Timor Leste. In Kepulauan Riau, have a direct border with Malaysia, Singapore, Vietnam, and Kamboja. This issue makes Kepulauan Riau have particular National Border Agencies from many Government Institution. In this research, conduct communication analysis between government Institution to run the task as National Border Agencies. The Analysis using Centrality from communication pattern in every institution. The centrality data clustering with meanshift to get a cluster of communication National Border Agencies.
{"title":"National Border Agency Communication Behaviour Clustering Using Centrality and Meanshift","authors":"S. Armiati, R. M. Awangga, A. Muhammad","doi":"10.1109/INCAE.2018.8579384","DOIUrl":"https://doi.org/10.1109/INCAE.2018.8579384","url":null,"abstract":"Indonesia is Island Based Country with 1.905 million kilometers per square area. This territory area watching by National Border Agencies consists of a collaboration of many departments and government organization to make Indonesia strengthening the border. Indonesia has 6 neighboured country, Singapore, Malaysia, Philippine, Australia, Papua New Guinea, and Timor Leste. In Kepulauan Riau, have a direct border with Malaysia, Singapore, Vietnam, and Kamboja. This issue makes Kepulauan Riau have particular National Border Agencies from many Government Institution. In this research, conduct communication analysis between government Institution to run the task as National Border Agencies. The Analysis using Centrality from communication pattern in every institution. The centrality data clustering with meanshift to get a cluster of communication National Border Agencies.","PeriodicalId":387859,"journal":{"name":"2018 International Conference on Applied Engineering (ICAE)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123660080","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}
Pub Date : 2018-10-01DOI: 10.1109/INCAE.2018.8579387
R. Sigit, M. Bachtiar, Moh. Irsyadul Fikri
White blood cell cancer or what is often referred to as leukemia is a very dangerous disease. Until now the process of recognizing white blood cell cancer or leukemia is still done conventionally, which method can cause a diagnosis difference if done by different medical personnel. To answer these problems, a desktop-based application will be built. This application is made to help the process of identification and classification of types of leukemia using the technique of processing microscopic images of human blood cells. By doing several approaches, such as pre-processing, using the median filtering method, conversion color (RGB to HSV) to clarify the blood image and tresholding to get the image pattern of blood cells that have. Segmentation will be carried out to separate between objects that will be taken with unnecessary objects. This system will use extracted form features from each cell in microscopic blood images. This feature retrieval will be used as a classifier input which is divided into two classification classes, namely Acute Lympotic Leukemia (ALL) and Acute Myolegenous Leukemia (AML). With this method an accuracy of 80% can be generated for the detection of ALL cells separately (one cell), 100% for AML detection separately (one cell) and 90% for cell detection throughout (many cells).
{"title":"Identification Of Leukemia Diseases Based On Microscopic Human Blood Cells Using Image Processing","authors":"R. Sigit, M. Bachtiar, Moh. Irsyadul Fikri","doi":"10.1109/INCAE.2018.8579387","DOIUrl":"https://doi.org/10.1109/INCAE.2018.8579387","url":null,"abstract":"White blood cell cancer or what is often referred to as leukemia is a very dangerous disease. Until now the process of recognizing white blood cell cancer or leukemia is still done conventionally, which method can cause a diagnosis difference if done by different medical personnel. To answer these problems, a desktop-based application will be built. This application is made to help the process of identification and classification of types of leukemia using the technique of processing microscopic images of human blood cells. By doing several approaches, such as pre-processing, using the median filtering method, conversion color (RGB to HSV) to clarify the blood image and tresholding to get the image pattern of blood cells that have. Segmentation will be carried out to separate between objects that will be taken with unnecessary objects. This system will use extracted form features from each cell in microscopic blood images. This feature retrieval will be used as a classifier input which is divided into two classification classes, namely Acute Lympotic Leukemia (ALL) and Acute Myolegenous Leukemia (AML). With this method an accuracy of 80% can be generated for the detection of ALL cells separately (one cell), 100% for AML detection separately (one cell) and 90% for cell detection throughout (many cells).","PeriodicalId":387859,"journal":{"name":"2018 International Conference on Applied Engineering (ICAE)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121859866","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}
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