Pub Date : 2018-08-01DOI: 10.1109/ICSGRC.2018.8657624
Tasriva Sikandar, W. Azhani, W. Samsudin, K. Ghazali, M. Rabbi
This paper presents two gait authentication features based on geometric shape for gait analysis. Specifically, triangle and trapezoid based features are proposed for gait authentication. The features are based on the geometric pattern extracted from a particular gait cycle of a gait model. These features use four points from hip-knee-toe joints and construct a triangle and a right trapezoid. The area of the triangle and trapezoid are calculated using geometric formula as well as image processing methods. Later two areas are compared to validate the model free approach. The results show that, the proposed feature can be used as the features in model free gait analysis.
{"title":"Triangle and Trapezoid Area Features for Gait Authentication","authors":"Tasriva Sikandar, W. Azhani, W. Samsudin, K. Ghazali, M. Rabbi","doi":"10.1109/ICSGRC.2018.8657624","DOIUrl":"https://doi.org/10.1109/ICSGRC.2018.8657624","url":null,"abstract":"This paper presents two gait authentication features based on geometric shape for gait analysis. Specifically, triangle and trapezoid based features are proposed for gait authentication. The features are based on the geometric pattern extracted from a particular gait cycle of a gait model. These features use four points from hip-knee-toe joints and construct a triangle and a right trapezoid. The area of the triangle and trapezoid are calculated using geometric formula as well as image processing methods. Later two areas are compared to validate the model free approach. The results show that, the proposed feature can be used as the features in model free gait analysis.","PeriodicalId":147027,"journal":{"name":"2018 9th IEEE Control and System Graduate Research Colloquium (ICSGRC)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133041605","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 : 2018-08-01DOI: 10.1109/ICSGRC.2018.8657518
Ibrahim Mohd Yazid, Muhammad Hazim Raselan, S. S. Shariffudin, P. S. Mohamad Saad, S. Hana, H. Hashim
Vanadium dioxide (VO2) is a dark blue inorganic compound and excellent material with a high potential for smart window application due to its characteristic. A research to study the effect of different rotation per minutes (rpm) of spin coater on VO2 thin films was conducted. A suitable precursor was formed by mixed a vanadium oxytripropoxide with isopropanol into the clean beaker and mixed slowly. Part of the process, spin coater and heat treatment were used to form a thin layer of VO2 on ten pieces of quartz substrates by applied a standard operation set up. The samples then were characterized by Field Emission Scanning Electron Spectroscopy (FESEM) for thickness measurement via cross section process and surface morphology of the grains. The range of measured thickness and size of grain were 520nm to 1960nm and 300nm to 349nm respectively. The results shown that, the quality of the fabricated VO2 in terms of thickness and surface morphology were inversely proportional with rpm of the spin coater.
{"title":"Study on the Grain Size of Vanadium Dioxide Thin Films using Sol-gel Spin Coating Method","authors":"Ibrahim Mohd Yazid, Muhammad Hazim Raselan, S. S. Shariffudin, P. S. Mohamad Saad, S. Hana, H. Hashim","doi":"10.1109/ICSGRC.2018.8657518","DOIUrl":"https://doi.org/10.1109/ICSGRC.2018.8657518","url":null,"abstract":"Vanadium dioxide (VO2) is a dark blue inorganic compound and excellent material with a high potential for smart window application due to its characteristic. A research to study the effect of different rotation per minutes (rpm) of spin coater on VO2 thin films was conducted. A suitable precursor was formed by mixed a vanadium oxytripropoxide with isopropanol into the clean beaker and mixed slowly. Part of the process, spin coater and heat treatment were used to form a thin layer of VO2 on ten pieces of quartz substrates by applied a standard operation set up. The samples then were characterized by Field Emission Scanning Electron Spectroscopy (FESEM) for thickness measurement via cross section process and surface morphology of the grains. The range of measured thickness and size of grain were 520nm to 1960nm and 300nm to 349nm respectively. The results shown that, the quality of the fabricated VO2 in terms of thickness and surface morphology were inversely proportional with rpm of the spin coater.","PeriodicalId":147027,"journal":{"name":"2018 9th IEEE Control and System Graduate Research Colloquium (ICSGRC)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127890847","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 : 2018-08-01DOI: 10.1109/ICSGRC.2018.8657524
Mohamad Amirul Aiman Ngadilan, N. Ismail, M. Rahiman, M. Taib, N. A. Mohd Ali, S. N. Tajuddin
The quality grading of agarwood oil is vital issue among producers. This paper presents the implementation of Radial Basis Function (RBF) tuned parameter in Support Vector Machine (SVM) for agarwood oil quality classification. The work involved of GC-MS based data of agarwood oil, were fed into SVM programming as input and the quality of oil as output. The high and low qualities of agarwood oil were pre-processed using MATLAB software version 2015a which involves of normalization, randomization and data division into training datasets (80%) and testing datasets (20%). By using ‘svmclassify’ script function in MATLAB version R2015a, the data is trained and tested as well as their performances were measured. Several criteria were chosen; specification, precision, accuracy, sensitivity, error rates, error test and mean square error in grading the agarwood oil. It can be concluded that the SVM modelwith RBF tuning was a success and passed all the criteria in classifying the agarwood oil qualities. The significant in this research is the reliable of the SVM handle with RBF as kernel parameter and its finding that contributed to the agarwood oil research area especially in grading system.
{"title":"Radial Basis Function (RBF) tuned Kernel Parameter of Agarwood Oil Compound for Quality Classification using Support Vector Machine (SVM)","authors":"Mohamad Amirul Aiman Ngadilan, N. Ismail, M. Rahiman, M. Taib, N. A. Mohd Ali, S. N. Tajuddin","doi":"10.1109/ICSGRC.2018.8657524","DOIUrl":"https://doi.org/10.1109/ICSGRC.2018.8657524","url":null,"abstract":"The quality grading of agarwood oil is vital issue among producers. This paper presents the implementation of Radial Basis Function (RBF) tuned parameter in Support Vector Machine (SVM) for agarwood oil quality classification. The work involved of GC-MS based data of agarwood oil, were fed into SVM programming as input and the quality of oil as output. The high and low qualities of agarwood oil were pre-processed using MATLAB software version 2015a which involves of normalization, randomization and data division into training datasets (80%) and testing datasets (20%). By using ‘svmclassify’ script function in MATLAB version R2015a, the data is trained and tested as well as their performances were measured. Several criteria were chosen; specification, precision, accuracy, sensitivity, error rates, error test and mean square error in grading the agarwood oil. It can be concluded that the SVM modelwith RBF tuning was a success and passed all the criteria in classifying the agarwood oil qualities. The significant in this research is the reliable of the SVM handle with RBF as kernel parameter and its finding that contributed to the agarwood oil research area especially in grading system.","PeriodicalId":147027,"journal":{"name":"2018 9th IEEE Control and System Graduate Research Colloquium (ICSGRC)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115220652","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 : 2018-08-01DOI: 10.1109/ICSGRC.2018.8657557
Samir Karim, Nazmus Sa-Adat, Soumik Shadman, Mashrur Hasnaen, A. Azad
Traffic congestion in the city of Dhaka is reaching a new pinnacle every day. Owing to numerous private cars and local buses, the gridlocks in Dhaka city can be termed as one of the worst in the world. In a recent study done by Bangladesh University of Engineering and Technology(BUET) and Accident Research Institute (ARI), it was stated that around 5 million working hours are being lost every year in Dhaka city due to traffic gridlocks. This results in a loss of worth Tk.37,000 crore [1]. In order to resolve this issue and help manage the gargantuan problem, we decided to tackle this by the implementation of Kalman Filter in order to predict the level of congestion at a particular road according to time variance of the day. The reason for using Kalman Filter is because its accuracy. Other reasons being that it can be simulated using Matlab and can be constantly updated using the latest data.
{"title":"Traffic Condition Awareness using Kalman Filter Technique with the aid of Arduino and Matlab Embedded System","authors":"Samir Karim, Nazmus Sa-Adat, Soumik Shadman, Mashrur Hasnaen, A. Azad","doi":"10.1109/ICSGRC.2018.8657557","DOIUrl":"https://doi.org/10.1109/ICSGRC.2018.8657557","url":null,"abstract":"Traffic congestion in the city of Dhaka is reaching a new pinnacle every day. Owing to numerous private cars and local buses, the gridlocks in Dhaka city can be termed as one of the worst in the world. In a recent study done by Bangladesh University of Engineering and Technology(BUET) and Accident Research Institute (ARI), it was stated that around 5 million working hours are being lost every year in Dhaka city due to traffic gridlocks. This results in a loss of worth Tk.37,000 crore [1]. In order to resolve this issue and help manage the gargantuan problem, we decided to tackle this by the implementation of Kalman Filter in order to predict the level of congestion at a particular road according to time variance of the day. The reason for using Kalman Filter is because its accuracy. Other reasons being that it can be simulated using Matlab and can be constantly updated using the latest data.","PeriodicalId":147027,"journal":{"name":"2018 9th IEEE Control and System Graduate Research Colloquium (ICSGRC)","volume":"118 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127074085","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 : 2018-08-01DOI: 10.1109/ICSGRC.2018.8657547
Alex Rupom Hasdak, Istiaq Al Nur, Adnan Al Neon, Hasan U. Zaman
This paper proposes an alternate solution for easy communication by deaf and mute people. A device named Deaf-Vibe has been developed, which enables deaf and mute people to communicate rather easily with others using tactile senses and gestures. The device converts voice inputs by normal people to vibrotactile output in Morse code. In this method, the voice message is converted to text first and then to equivalent Morse code signals using a built-in Morse code conversion table. These signals drive vibration motors placed inside the fingers of a wearable glove. A deaf person wearing the glove senses the vibration in his or her fingers and understands the message. This device can also be used by a mute person to send messages by bending fingers in the Morse code sequence. The flex sensors placed within the glove fingers sense the finger movement and generate equivalent electrical signals which are then converted to text using a text-to-voice synthesizer to be finally pronounced and heard as audible messages. The resulting device is a simple, low-cost efficient and wearable solution which can be used by deaf and mute people in their everyday lives as an effective communication tool.
{"title":"Deaf-Vibe: A Vibrotactile Communication Device Based on Morse Code for Deaf-Mute Individuals","authors":"Alex Rupom Hasdak, Istiaq Al Nur, Adnan Al Neon, Hasan U. Zaman","doi":"10.1109/ICSGRC.2018.8657547","DOIUrl":"https://doi.org/10.1109/ICSGRC.2018.8657547","url":null,"abstract":"This paper proposes an alternate solution for easy communication by deaf and mute people. A device named Deaf-Vibe has been developed, which enables deaf and mute people to communicate rather easily with others using tactile senses and gestures. The device converts voice inputs by normal people to vibrotactile output in Morse code. In this method, the voice message is converted to text first and then to equivalent Morse code signals using a built-in Morse code conversion table. These signals drive vibration motors placed inside the fingers of a wearable glove. A deaf person wearing the glove senses the vibration in his or her fingers and understands the message. This device can also be used by a mute person to send messages by bending fingers in the Morse code sequence. The flex sensors placed within the glove fingers sense the finger movement and generate equivalent electrical signals which are then converted to text using a text-to-voice synthesizer to be finally pronounced and heard as audible messages. The resulting device is a simple, low-cost efficient and wearable solution which can be used by deaf and mute people in their everyday lives as an effective communication tool.","PeriodicalId":147027,"journal":{"name":"2018 9th IEEE Control and System Graduate Research Colloquium (ICSGRC)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121659942","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 : 2018-08-01DOI: 10.1109/ICSGRC.2018.8657630
S. M. Shaharum, K. Sundaraj, S. Aniza, R. Palaniappan, K. Helmy
Asthma is a chronic disease that requires monitoring and treatment throughout the patient's lifetime. The common adventitious sounds related to asthma are wheezes. A study that has classified the severity of asthma using wheezes are still lacking in the field, therefore, the purpose of this work is to compare feature extraction methods for the classification of asthma severity level. Three types of features opted are mel frequency cepstral coefficients (MFCC); short time energy (STE); auto-regressive model and k-nearest neighbor (KNN) classifier is used in representing the performance of the feature used. Based on the overall performance between the features, MFCC features and KNN classifier shows the best and the highest performance with 95.92%, 96.33% and 98.42% average accuracy, sensitivity and specificity value obtained compared to STE that only obtained the highest average accuracy, sensitivity and specificity value of 84.94%, 87.33% and 95% respectively while AR features only obtained the highest average accuracy, sensitivity and specificity value of 49.43%, 52.17%, and 82.79% respectively.
{"title":"A Performance Comparison of Wheeze Feature Extraction Methods for Asthma Severity Levels Classification","authors":"S. M. Shaharum, K. Sundaraj, S. Aniza, R. Palaniappan, K. Helmy","doi":"10.1109/ICSGRC.2018.8657630","DOIUrl":"https://doi.org/10.1109/ICSGRC.2018.8657630","url":null,"abstract":"Asthma is a chronic disease that requires monitoring and treatment throughout the patient's lifetime. The common adventitious sounds related to asthma are wheezes. A study that has classified the severity of asthma using wheezes are still lacking in the field, therefore, the purpose of this work is to compare feature extraction methods for the classification of asthma severity level. Three types of features opted are mel frequency cepstral coefficients (MFCC); short time energy (STE); auto-regressive model and k-nearest neighbor (KNN) classifier is used in representing the performance of the feature used. Based on the overall performance between the features, MFCC features and KNN classifier shows the best and the highest performance with 95.92%, 96.33% and 98.42% average accuracy, sensitivity and specificity value obtained compared to STE that only obtained the highest average accuracy, sensitivity and specificity value of 84.94%, 87.33% and 95% respectively while AR features only obtained the highest average accuracy, sensitivity and specificity value of 49.43%, 52.17%, and 82.79% respectively.","PeriodicalId":147027,"journal":{"name":"2018 9th IEEE Control and System Graduate Research Colloquium (ICSGRC)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123372590","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 : 2018-08-01DOI: 10.1109/ICSGRC.2018.8657515
A. Farzamnia, E. Moung, Ngu War Hlaing, Lillian Eda Kong, M. K. Haldar, Liau Chung Fan
In this paper, MIMO system is used to improve the performance of transmitted signal by reducing the signal fading rate. MIMO VBLAST technique is implemented to enhance the spectral efficiency and bandwidth with spatial diversity. Multiple antennas allowed the system to transmit multiple same data signal at the same time in which the data will not fade simultaneously, hence, improving the Signal to Noise Ratio (SNR) of the system. Zero Forcing (ZF) and Minimum Mean Square Error (MMSE) detection scheme are used to minimize the effect of channel estimation errors. The simulation was carried out in MATLAB software. Based on the simulation result, the proposed scheme for MIMO VBLAST has better network throughput in term of successful message delivery performance compared to the traditional scheme.
本文采用MIMO系统，通过降低信号的衰落速率来提高传输信号的性能。MIMO VBLAST技术实现了频谱效率和带宽的空间分集。多天线允许系统同时传输多个相同的数据信号，数据不会同时衰减，从而提高了系统的信噪比。采用零强迫(Zero Forcing, ZF)和最小均方误差(Minimum Mean Square Error, MMSE)检测方案来减小信道估计误差的影响。在MATLAB软件中进行仿真。仿真结果表明，与传统方案相比，MIMO VBLAST方案在成功消息传递性能方面具有更好的网络吞吐量。
{"title":"Analysis of MIMO System through Zero Forcing and Minimum Mean Square Error Detection Scheme","authors":"A. Farzamnia, E. Moung, Ngu War Hlaing, Lillian Eda Kong, M. K. Haldar, Liau Chung Fan","doi":"10.1109/ICSGRC.2018.8657515","DOIUrl":"https://doi.org/10.1109/ICSGRC.2018.8657515","url":null,"abstract":"In this paper, MIMO system is used to improve the performance of transmitted signal by reducing the signal fading rate. MIMO VBLAST technique is implemented to enhance the spectral efficiency and bandwidth with spatial diversity. Multiple antennas allowed the system to transmit multiple same data signal at the same time in which the data will not fade simultaneously, hence, improving the Signal to Noise Ratio (SNR) of the system. Zero Forcing (ZF) and Minimum Mean Square Error (MMSE) detection scheme are used to minimize the effect of channel estimation errors. The simulation was carried out in MATLAB software. Based on the simulation result, the proposed scheme for MIMO VBLAST has better network throughput in term of successful message delivery performance compared to the traditional scheme.","PeriodicalId":147027,"journal":{"name":"2018 9th IEEE Control and System Graduate Research Colloquium (ICSGRC)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129718353","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 : 2018-08-01DOI: 10.1109/ICSGRC.2018.8657604
M. Alotaibi
Hypertension prevalence around the world has risen over the last few years. The gulf countries has become one of the most affected countries in the world. Saudi Arabia only estimated that 24 % of the current population is suffering from hypertension. This has been attributed to elements such as lack of proper management systems for hypertension and inadequate education systems in the region. In addition to this health problem, gulf countries have increased its use of smart phones. The country's access to the internet has also increased. This paper analyses focuses on evaluating the need for educating and managing hypertension patients through social network and mobile health technology in gulf countries. Data was collected by the mixed-method design. The participants were between the ages of 20 and 40 years. The findings of the study showed that there is a need to develop a mobile technology system that enhances educational awareness for hypertension.
{"title":"A Study on Perception of Managing Hypertension through Social Networking in Gulf Countries","authors":"M. Alotaibi","doi":"10.1109/ICSGRC.2018.8657604","DOIUrl":"https://doi.org/10.1109/ICSGRC.2018.8657604","url":null,"abstract":"Hypertension prevalence around the world has risen over the last few years. The gulf countries has become one of the most affected countries in the world. Saudi Arabia only estimated that 24 % of the current population is suffering from hypertension. This has been attributed to elements such as lack of proper management systems for hypertension and inadequate education systems in the region. In addition to this health problem, gulf countries have increased its use of smart phones. The country's access to the internet has also increased. This paper analyses focuses on evaluating the need for educating and managing hypertension patients through social network and mobile health technology in gulf countries. Data was collected by the mixed-method design. The participants were between the ages of 20 and 40 years. The findings of the study showed that there is a need to develop a mobile technology system that enhances educational awareness for hypertension.","PeriodicalId":147027,"journal":{"name":"2018 9th IEEE Control and System Graduate Research Colloquium (ICSGRC)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132690289","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 : 2018-08-01DOI: 10.1109/ICSGRC.2018.8657571
M. H. Haron, M. Taib, N. Ismail, N. A. Mohd Ali, S. N. Tajuddin
Agarwood is a resinous heartwood and Aquilaria is one of many species that grows a lot in Asia. Traditionally, the quality of agarwood oil is based on color, odor, high fixative properties and consumer perception. This quality grading is performed by trained human graders using sensory panels. Human sensory panels has limitation such as fatigue. Therefore, this study focuses on chemical compounds of Agarwood oil. Using this compounds together with artificial intelligence technique, a new grading system will be proposed. This paper discusses only on the statistical analysis of the chemical compounds. 106 compounds were acquired using GC-MS analysis. To remove insignificant compounds, missing values ratio was computed and out of 109 only 19 compounds remained. These compounds were transformed using natural logarithm to improves the distribution of data.
{"title":"Statistical Analysis of Agarwood Oil Compounds based on GC-MS Data","authors":"M. H. Haron, M. Taib, N. Ismail, N. A. Mohd Ali, S. N. Tajuddin","doi":"10.1109/ICSGRC.2018.8657571","DOIUrl":"https://doi.org/10.1109/ICSGRC.2018.8657571","url":null,"abstract":"Agarwood is a resinous heartwood and Aquilaria is one of many species that grows a lot in Asia. Traditionally, the quality of agarwood oil is based on color, odor, high fixative properties and consumer perception. This quality grading is performed by trained human graders using sensory panels. Human sensory panels has limitation such as fatigue. Therefore, this study focuses on chemical compounds of Agarwood oil. Using this compounds together with artificial intelligence technique, a new grading system will be proposed. This paper discusses only on the statistical analysis of the chemical compounds. 106 compounds were acquired using GC-MS analysis. To remove insignificant compounds, missing values ratio was computed and out of 109 only 19 compounds remained. These compounds were transformed using natural logarithm to improves the distribution of data.","PeriodicalId":147027,"journal":{"name":"2018 9th IEEE Control and System Graduate Research Colloquium (ICSGRC)","volume":"87 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114735542","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 : 2018-08-01DOI: 10.1109/ICSGRC.2018.8657496
M. Alotaibi, Maram Albalawi
The conclusion and administration of gestational (diabetes with pregnant) are regularly a convoluted procedure. Late versatile wellbeing advances and information mining ideas are utilized as a part of upgrading constant maladies from a self-administration point of view, for instance, diabetes, and different examinations have demonstrated its proficiency. Further, explore has demonstrated that expanded attention to the infection encourages the diabetics to oversee successfully the illness and consequently limited the suggestions that emerge because of diabetes. This paper gives a presentation of innovative mobile management of gestational diabetes and the system of education the diabetics should be provided within Gulf countries. The displayed framework makes utilization of information mining in parallel with versatile wellbeing advances. The point of the framework is to enhance the gestational diabetes administration and to enable diabetics with significant information about illness self-administration to enhance their mindfulness about the ailment in Gulf nations. The proposed framework introduced in this paper will be tried and assessed widely in a randomized controlled preliminary in Saudi Arabia as a contextual investigation.
{"title":"A Mobile Gestational Diabetes Management and Educational System for Gulf Countries: System Architecture","authors":"M. Alotaibi, Maram Albalawi","doi":"10.1109/ICSGRC.2018.8657496","DOIUrl":"https://doi.org/10.1109/ICSGRC.2018.8657496","url":null,"abstract":"The conclusion and administration of gestational (diabetes with pregnant) are regularly a convoluted procedure. Late versatile wellbeing advances and information mining ideas are utilized as a part of upgrading constant maladies from a self-administration point of view, for instance, diabetes, and different examinations have demonstrated its proficiency. Further, explore has demonstrated that expanded attention to the infection encourages the diabetics to oversee successfully the illness and consequently limited the suggestions that emerge because of diabetes. This paper gives a presentation of innovative mobile management of gestational diabetes and the system of education the diabetics should be provided within Gulf countries. The displayed framework makes utilization of information mining in parallel with versatile wellbeing advances. The point of the framework is to enhance the gestational diabetes administration and to enable diabetics with significant information about illness self-administration to enhance their mindfulness about the ailment in Gulf nations. The proposed framework introduced in this paper will be tried and assessed widely in a randomized controlled preliminary in Saudi Arabia as a contextual investigation.","PeriodicalId":147027,"journal":{"name":"2018 9th IEEE Control and System Graduate Research Colloquium (ICSGRC)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132763497","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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