Pub Date : 2018-09-27DOI: 10.1109/MINTC.2018.8472778
I. Al-Mejibli, Salah S. Al-Majeed
Multiple input multiple output (MIMO) systems, which are suitable for mmWave communications, facilitate building large arrays of communication channel with Reasonable form factors indoor and outdoor communications. In both, indoors and outdoors communications a reasonable coverage can be achieved by the high gains of array. Deploying MIMO systems in frequency-division duplex mode faces the issue of high feedback overhead of channel state information (CSI) to the transmitter. This issue is attributed to the used multiplexing algorithm. From other hand, it is expected that by 2020, all new 5G technologies will be in operation. Hence, it is crucial to investigate and analyze using the MIMO system with orthogonal frequency-division multiplexing OFDM modulation in 5G technology. This research sheds light on the potential challenges of implementing MIMOOFDM in 5G technology. It proposed four models with different number of transmitter and receiver antenna elements in the array. All proposed model used 2 elements per row in transmitter and receiver antenna. The four models are implemented in two cases Line of sight LOS and Non Line of Sight NLOS. The channel rank and condition number of channel matrix are regarded as significant and accurate mathematical indicators which can be used to evaluation MIMO channel technology. The condition number is calculated from the obtained results of four models with rank of channel metrics.
{"title":"Challenges of using MIMO channel technology in 5G wireless communication systems","authors":"I. Al-Mejibli, Salah S. Al-Majeed","doi":"10.1109/MINTC.2018.8472778","DOIUrl":"https://doi.org/10.1109/MINTC.2018.8472778","url":null,"abstract":"Multiple input multiple output (MIMO) systems, which are suitable for mmWave communications, facilitate building large arrays of communication channel with Reasonable form factors indoor and outdoor communications. In both, indoors and outdoors communications a reasonable coverage can be achieved by the high gains of array. Deploying MIMO systems in frequency-division duplex mode faces the issue of high feedback overhead of channel state information (CSI) to the transmitter. This issue is attributed to the used multiplexing algorithm. From other hand, it is expected that by 2020, all new 5G technologies will be in operation. Hence, it is crucial to investigate and analyze using the MIMO system with orthogonal frequency-division multiplexing OFDM modulation in 5G technology. This research sheds light on the potential challenges of implementing MIMOOFDM in 5G technology. It proposed four models with different number of transmitter and receiver antenna elements in the array. All proposed model used 2 elements per row in transmitter and receiver antenna. The four models are implemented in two cases Line of sight LOS and Non Line of Sight NLOS. The channel rank and condition number of channel matrix are regarded as significant and accurate mathematical indicators which can be used to evaluation MIMO channel technology. The condition number is calculated from the obtained results of four models with rank of channel metrics.","PeriodicalId":250088,"journal":{"name":"2018 Majan International Conference (MIC)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126980057","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 : 2018-03-19DOI: 10.1109/MINTC.2018.8363151
Huda Al Shuaily, E. M. Lacap, J. F. Ramos, Gregorio A. dela Cruz
Extending classroom contact hours is a primordial concern at the Higher College of Technology, Muscat, Sultanate of Oman in particular. One of the tangible ways to address this concern is to assess the extent of available academic and technology-related resources, ascertain the utilization and initiate a pedagogy that has yet to be done in the institution — a hybrid course. This paper examines the student's learning and engagement in an aggressive move in deploying a didactic and highly structured online course in Basic Mathematics. The course was delivered for two full semesters involving eight hundred ninety five foundation and diploma first year level students. The results showed significant increase in student's engagement before, during and after classroom contact hours. This increment however did not significantly translate to a growth in student learning as measured by their final course mark. Furthermore, this paper demonstrates that the ingenuity to facilitate learning and student engagement in an online platform that creates a promising solution in diminishing human capital resources and lessening fund allocation in public govern colleges. The implications of this study are important for all the stakeholders primarily for the college administration in delivering a technology-enabled learning environment and secondarily, for the government to bridge the gap between economy-triggered incapacities all for the noble aim of educating the citizens to the highest and globally accepted standards.
{"title":"Towards facilitating student's learning and engagement in an online pedagogy: A search for a personalized online learning framework for a technology-enhanced learning","authors":"Huda Al Shuaily, E. M. Lacap, J. F. Ramos, Gregorio A. dela Cruz","doi":"10.1109/MINTC.2018.8363151","DOIUrl":"https://doi.org/10.1109/MINTC.2018.8363151","url":null,"abstract":"Extending classroom contact hours is a primordial concern at the Higher College of Technology, Muscat, Sultanate of Oman in particular. One of the tangible ways to address this concern is to assess the extent of available academic and technology-related resources, ascertain the utilization and initiate a pedagogy that has yet to be done in the institution — a hybrid course. This paper examines the student's learning and engagement in an aggressive move in deploying a didactic and highly structured online course in Basic Mathematics. The course was delivered for two full semesters involving eight hundred ninety five foundation and diploma first year level students. The results showed significant increase in student's engagement before, during and after classroom contact hours. This increment however did not significantly translate to a growth in student learning as measured by their final course mark. Furthermore, this paper demonstrates that the ingenuity to facilitate learning and student engagement in an online platform that creates a promising solution in diminishing human capital resources and lessening fund allocation in public govern colleges. The implications of this study are important for all the stakeholders primarily for the college administration in delivering a technology-enabled learning environment and secondarily, for the government to bridge the gap between economy-triggered incapacities all for the noble aim of educating the citizens to the highest and globally accepted standards.","PeriodicalId":250088,"journal":{"name":"2018 Majan International Conference (MIC)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125492151","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 : 2018-03-19DOI: 10.1109/MINTC.2018.8363150
Ekram Hamed Khalfan Al Mahrami, A. N. Hakro
ERP is one of the smart systems in the business world that support organizations to improve their efficiency and operations. The system is initially developed from Manufacturing Resource Planning (MRP) and MRP (II) in 1990, it has several interesting features that support organization to improve their processes and ultimately use it for their success. This paper is designed to explore ERP features, effectiveness of its system and its implementation in selected organizations in Oman. The study measures the user's satisfaction of the system and its ability to support and help offered to the organizations in their quest of solving complex problems and operations. An online questionnaire and survey is designed which is shared through Google Docs to measure the effectiveness and its user features for both governments and private sector organizations in Oman. The collected data is analyzed by using Excel and SPSS software. The results revealed the ability of ERP system to reduce cost and time in operations, has provided real-time data, it supports the managerial work for making better decisions with increased service efficiency and reputation and ability of system to save all employees details and careers' history safely. These results suggest positive reflection and feedback regarding the features and effectiveness of ERP system and this reflects the importance of using new technology in different organizations in Sultanate of Oman.
{"title":"Effectiveness of ERP system in selected organizations in Sultanate of Oman","authors":"Ekram Hamed Khalfan Al Mahrami, A. N. Hakro","doi":"10.1109/MINTC.2018.8363150","DOIUrl":"https://doi.org/10.1109/MINTC.2018.8363150","url":null,"abstract":"ERP is one of the smart systems in the business world that support organizations to improve their efficiency and operations. The system is initially developed from Manufacturing Resource Planning (MRP) and MRP (II) in 1990, it has several interesting features that support organization to improve their processes and ultimately use it for their success. This paper is designed to explore ERP features, effectiveness of its system and its implementation in selected organizations in Oman. The study measures the user's satisfaction of the system and its ability to support and help offered to the organizations in their quest of solving complex problems and operations. An online questionnaire and survey is designed which is shared through Google Docs to measure the effectiveness and its user features for both governments and private sector organizations in Oman. The collected data is analyzed by using Excel and SPSS software. The results revealed the ability of ERP system to reduce cost and time in operations, has provided real-time data, it supports the managerial work for making better decisions with increased service efficiency and reputation and ability of system to save all employees details and careers' history safely. These results suggest positive reflection and feedback regarding the features and effectiveness of ERP system and this reflects the importance of using new technology in different organizations in Sultanate of Oman.","PeriodicalId":250088,"journal":{"name":"2018 Majan International Conference (MIC)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114405670","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 : 2018-03-19DOI: 10.1109/MINTC.2018.8363164
R. L. Maata, Rula Al Azawi, I. Masmoudi, Amjad Salem Al Shaqsi
In recent years, Sultanate of Oman has formed an innovative approaches and initiatives to promote entrepreneurship education at national level. Many of the private and public sectors take this initiative through research, curriculum development, educators' trainings, and collaboration with non-governmental organization (NGOs). Various pilot projects were implemented in order to promote entrepreneurship education among youth, university students, graduates and unemployed citizens. The government encourages its citizens to participate equally in this initiative to further help the progress of economic development in the country. In academic level, the role of Oman's higher education institutions is to undergo a fundamental change in order to encourage, support, and educate young entrepreneurs and technopreneurs of the future. These approaches are all aligned to the Sultanate's Vision Oman 2020 Economic Development Plan. The main purpose of this study is to propose a concept and model to strengthen the implementation of technopreneurship in higher education institutions in the Sultanate of Oman that are beyond the traditional domain of interdisciplinary technology. In addition, the model will serve as the role player of each university's centre to spread out relevant information about technopreneur development and commercializing technology between higher education institutions and the industry.
{"title":"A proposed concept and model to strengthen the implementation of technopreneurship in higher education institutions","authors":"R. L. Maata, Rula Al Azawi, I. Masmoudi, Amjad Salem Al Shaqsi","doi":"10.1109/MINTC.2018.8363164","DOIUrl":"https://doi.org/10.1109/MINTC.2018.8363164","url":null,"abstract":"In recent years, Sultanate of Oman has formed an innovative approaches and initiatives to promote entrepreneurship education at national level. Many of the private and public sectors take this initiative through research, curriculum development, educators' trainings, and collaboration with non-governmental organization (NGOs). Various pilot projects were implemented in order to promote entrepreneurship education among youth, university students, graduates and unemployed citizens. The government encourages its citizens to participate equally in this initiative to further help the progress of economic development in the country. In academic level, the role of Oman's higher education institutions is to undergo a fundamental change in order to encourage, support, and educate young entrepreneurs and technopreneurs of the future. These approaches are all aligned to the Sultanate's Vision Oman 2020 Economic Development Plan. The main purpose of this study is to propose a concept and model to strengthen the implementation of technopreneurship in higher education institutions in the Sultanate of Oman that are beyond the traditional domain of interdisciplinary technology. In addition, the model will serve as the role player of each university's centre to spread out relevant information about technopreneur development and commercializing technology between higher education institutions and the industry.","PeriodicalId":250088,"journal":{"name":"2018 Majan International Conference (MIC)","volume":"336 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116052278","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 : 2018-03-19DOI: 10.1109/MINTC.2018.8363156
B. Baruah, T. Ward, N. Jackson, Adeyosola Gbadebo
With the rising global energy issues regarding sustainability, environmental degradation and fossil fuel exhaustion, several countries are now focusing on finding alternative sustainable solutions. At the current state, there are no clear alternatives other than renewable energy sources which have recently led to the increase of entrepreneurial businesses primarily dealing with the advancement and uptake of renewable energy technologies. However, being an under-researched area, there is no clarity on the skills associated with the business models of the renewable energy sector. What are the current trends in terms of the interpersonal, professional and core technical skills that employers are actively seeking in this sector? How will nascent entrepreneurs address the skills gap or subject specific knowledge challenges? Using content analysis, this study reviews online job advertisements to shed some light on the skills distribution in management and technical-oriented roles in the renewable job sector. The study found management-oriented roles to have a more widespread skills parameter in the personal skills category as compared to technical-oriented roles. The professional and technical skills distribution shows technical-oriented jobs seeking a higher rate of subject-specific skills or knowledge than management-oriented roles. The study also found a lack of choices for undergraduate degrees on renewable energy when compared with postgraduate degree choices in the UK. This raises several questions like whether such gaps in subject choices at universities are limiting the entrepreneurial prospects among students. Are these factors fuelling the technical skills deficit currently witnessed in the renewable energy job sector? Perhaps, there is a need for universities to revisit their business and programme design models to investigate whether the undergraduate programmes are being too generic for the 21st century entrepreneurial market?
{"title":"Addressing the skills gap for facilitating renewable energy entrepreneurship — An analysis of the wind energy sector","authors":"B. Baruah, T. Ward, N. Jackson, Adeyosola Gbadebo","doi":"10.1109/MINTC.2018.8363156","DOIUrl":"https://doi.org/10.1109/MINTC.2018.8363156","url":null,"abstract":"With the rising global energy issues regarding sustainability, environmental degradation and fossil fuel exhaustion, several countries are now focusing on finding alternative sustainable solutions. At the current state, there are no clear alternatives other than renewable energy sources which have recently led to the increase of entrepreneurial businesses primarily dealing with the advancement and uptake of renewable energy technologies. However, being an under-researched area, there is no clarity on the skills associated with the business models of the renewable energy sector. What are the current trends in terms of the interpersonal, professional and core technical skills that employers are actively seeking in this sector? How will nascent entrepreneurs address the skills gap or subject specific knowledge challenges? Using content analysis, this study reviews online job advertisements to shed some light on the skills distribution in management and technical-oriented roles in the renewable job sector. The study found management-oriented roles to have a more widespread skills parameter in the personal skills category as compared to technical-oriented roles. The professional and technical skills distribution shows technical-oriented jobs seeking a higher rate of subject-specific skills or knowledge than management-oriented roles. The study also found a lack of choices for undergraduate degrees on renewable energy when compared with postgraduate degree choices in the UK. This raises several questions like whether such gaps in subject choices at universities are limiting the entrepreneurial prospects among students. Are these factors fuelling the technical skills deficit currently witnessed in the renewable energy job sector? Perhaps, there is a need for universities to revisit their business and programme design models to investigate whether the undergraduate programmes are being too generic for the 21st century entrepreneurial market?","PeriodicalId":250088,"journal":{"name":"2018 Majan International Conference (MIC)","volume":"21 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123098738","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 : 2018-03-19DOI: 10.1109/MINTC.2018.8363160
Patan Rizwan, M. Rajasekhara Babu, B. Balamurugan, K. Suresh
The new generation of systems are may using integration called cyber-physical system (CPS). It includes computational, control and communication capabilities. How humans are interconnected to the each other, CPS also interact physical objects as well. Currently, the study of CPS is still in its initial stages and there exist many research issues. The CPS integrating with medical devices is easy but handling their quires very quickly it is very difficult. In This paper proposed Real-Time big data computing for CPS enabled medical device association. It includes the many cyber physical enhanced secured Internet of things (IoT) integrated Big data steam computing platforms, and their architecture and its application to the Medical device monitoring and decision support systems is specified. Finally, a medical device associated with big data stream computing platforms. Produce high performance in overall medical device computing, communication, control, resource management and scheduling cores.
{"title":"Real-time big data computing for Internet of Things and cyber physical system aided medical devices for better healthcare","authors":"Patan Rizwan, M. Rajasekhara Babu, B. Balamurugan, K. Suresh","doi":"10.1109/MINTC.2018.8363160","DOIUrl":"https://doi.org/10.1109/MINTC.2018.8363160","url":null,"abstract":"The new generation of systems are may using integration called cyber-physical system (CPS). It includes computational, control and communication capabilities. How humans are interconnected to the each other, CPS also interact physical objects as well. Currently, the study of CPS is still in its initial stages and there exist many research issues. The CPS integrating with medical devices is easy but handling their quires very quickly it is very difficult. In This paper proposed Real-Time big data computing for CPS enabled medical device association. It includes the many cyber physical enhanced secured Internet of things (IoT) integrated Big data steam computing platforms, and their architecture and its application to the Medical device monitoring and decision support systems is specified. Finally, a medical device associated with big data stream computing platforms. Produce high performance in overall medical device computing, communication, control, resource management and scheduling cores.","PeriodicalId":250088,"journal":{"name":"2018 Majan International Conference (MIC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128720702","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 : 2018-03-19DOI: 10.1109/MINTC.2018.8363155
Musa Wakil Bara, Nor Bahiah Hj. Ahmad, M. M. Modu, Hamisu Alhaji Ali
This research investigates the performance of Self-Organizing Map (SOM) Clustering Method to analyze students' e-learning activities with the aim to identify clusters of students who use the e-learning environment in similar ways using data obtained from the log files of their actions as input. The SOM clustering technique was used to group the students into three clusters. Learning behaviors of students in each cluster were analyzed; a relationship between students' learning behaviour and their academic performance (Final Results) was investigated. The analysis shows that students in Cluster1, having the highest interactions frequency with the e-learning, also got the highest final score mean of 91.12%, this followed by Students in Cluster2 with less number of interactions than Cluster1 and final score mean of 75.65%. Finally, students in Cluster3 have least number of interactions than the remaining clusters with least final score mean of 36.57%. The research shows that, students who participate more in Forum activities perform higher, while students with lowest records in Forum activities have the lowest performance. The research found that Forum activity has significant factor on student's course success but it is optional to students and no marks allocated to it. The research suggests that marks should be allocated to Forum activities to encourage students' participations.
{"title":"Self-organizing map clustering method for the analysis of e-learning activities","authors":"Musa Wakil Bara, Nor Bahiah Hj. Ahmad, M. M. Modu, Hamisu Alhaji Ali","doi":"10.1109/MINTC.2018.8363155","DOIUrl":"https://doi.org/10.1109/MINTC.2018.8363155","url":null,"abstract":"This research investigates the performance of Self-Organizing Map (SOM) Clustering Method to analyze students' e-learning activities with the aim to identify clusters of students who use the e-learning environment in similar ways using data obtained from the log files of their actions as input. The SOM clustering technique was used to group the students into three clusters. Learning behaviors of students in each cluster were analyzed; a relationship between students' learning behaviour and their academic performance (Final Results) was investigated. The analysis shows that students in Cluster1, having the highest interactions frequency with the e-learning, also got the highest final score mean of 91.12%, this followed by Students in Cluster2 with less number of interactions than Cluster1 and final score mean of 75.65%. Finally, students in Cluster3 have least number of interactions than the remaining clusters with least final score mean of 36.57%. The research shows that, students who participate more in Forum activities perform higher, while students with lowest records in Forum activities have the lowest performance. The research found that Forum activity has significant factor on student's course success but it is optional to students and no marks allocated to it. The research suggests that marks should be allocated to Forum activities to encourage students' participations.","PeriodicalId":250088,"journal":{"name":"2018 Majan International Conference (MIC)","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122569742","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 : 2018-03-19DOI: 10.1109/MINTC.2018.8363149
S. Chander, P. Vijaya, P. Dhyani
Data clustering is a process that partitions the data and groups them together in groups based on their similarities and the dissimilarities existing between the data points. The concept to improve the clustering performance and to manage the imprecise and unbalanced data, this paper proposes a Multi-Objective-based Adaptive Dynamic Directive Operative Fractional Lion algorithm (MO-ADDOFL). The fitness is based on the inter-cluster distance, intra-cluster distance, and the cluster density. The fitness proposed newly in this paper enhances the quality of the clusters and improves the classification accuracy. The MO-ADDOFL operates with the maximum fitness measure and determines the optimal centroid for clustering the data points to form the optimal clusters. The proposed algorithm inherits the advantages of the fractional theory. The experimentation is performed using two benchmark datasets, such as lung cancer and Pima Indians Diabetes dataset, which proves that the classification accuracy of the proposed method is better compared with other clustering algorithms. The maximum classification accuracy of MO-ADDOFL is found as 0.84, for the Pima Indians Diabetes dataset.
{"title":"MO-ADDOFL: Multi-objective-based adaptive dynamic directive operative fractional lion algorithm for data clustering","authors":"S. Chander, P. Vijaya, P. Dhyani","doi":"10.1109/MINTC.2018.8363149","DOIUrl":"https://doi.org/10.1109/MINTC.2018.8363149","url":null,"abstract":"Data clustering is a process that partitions the data and groups them together in groups based on their similarities and the dissimilarities existing between the data points. The concept to improve the clustering performance and to manage the imprecise and unbalanced data, this paper proposes a Multi-Objective-based Adaptive Dynamic Directive Operative Fractional Lion algorithm (MO-ADDOFL). The fitness is based on the inter-cluster distance, intra-cluster distance, and the cluster density. The fitness proposed newly in this paper enhances the quality of the clusters and improves the classification accuracy. The MO-ADDOFL operates with the maximum fitness measure and determines the optimal centroid for clustering the data points to form the optimal clusters. The proposed algorithm inherits the advantages of the fractional theory. The experimentation is performed using two benchmark datasets, such as lung cancer and Pima Indians Diabetes dataset, which proves that the classification accuracy of the proposed method is better compared with other clustering algorithms. The maximum classification accuracy of MO-ADDOFL is found as 0.84, for the Pima Indians Diabetes dataset.","PeriodicalId":250088,"journal":{"name":"2018 Majan International Conference (MIC)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123770372","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 : 2018-03-19DOI: 10.1109/MINTC.2018.8363158
Anurag Singh, Jeevanandam Jotheeswaran
Cross border infiltration or surpassing is an illegal attempt of crossing the international border to carry out abnormal activities. Many threats such as terrorist is one of the major issue in international community. Every country wants their nation to be free from all types of threats and can maintain the harmony of the nation. To protect from these type of cross border activity, Inclusive Border Management System (IBMS) is proposed which is expected to decrease the penetration at borders of nations. It is a coordination of labor, sensor, computer networks, insight and control arrangements. It incorporates Electro Optic Sensors (high determination day and night camera) radars and the preferences. This work is expected to make a reference library on threat signature utilizing intellectual innovation which will upgrade the knowledge for IBMS. The goal of this work is to reduce the miss rate radically by perusing the administrators brainwave examples and utilizing them to decide whether it has been identified a conceivable threat without monitoring it. This cap system proposes to utilize an Electroencephalogram (EEG) cap to capture the observer brain signals and afterward records when the observer identifies a threat. The combination of algorithm and EEG brain waves not just reduces false alerts, it additionally causes spectators to distinguish indications of threats that would be disregarded, for example, flying feathered creatures, influencing branches or non threat protest agreeing the activity recognition. This examination means to recommend a superior streamlining method on P300 signals and build an operational library of threat signature.
{"title":"Cognitive science based inclusive border management system","authors":"Anurag Singh, Jeevanandam Jotheeswaran","doi":"10.1109/MINTC.2018.8363158","DOIUrl":"https://doi.org/10.1109/MINTC.2018.8363158","url":null,"abstract":"Cross border infiltration or surpassing is an illegal attempt of crossing the international border to carry out abnormal activities. Many threats such as terrorist is one of the major issue in international community. Every country wants their nation to be free from all types of threats and can maintain the harmony of the nation. To protect from these type of cross border activity, Inclusive Border Management System (IBMS) is proposed which is expected to decrease the penetration at borders of nations. It is a coordination of labor, sensor, computer networks, insight and control arrangements. It incorporates Electro Optic Sensors (high determination day and night camera) radars and the preferences. This work is expected to make a reference library on threat signature utilizing intellectual innovation which will upgrade the knowledge for IBMS. The goal of this work is to reduce the miss rate radically by perusing the administrators brainwave examples and utilizing them to decide whether it has been identified a conceivable threat without monitoring it. This cap system proposes to utilize an Electroencephalogram (EEG) cap to capture the observer brain signals and afterward records when the observer identifies a threat. The combination of algorithm and EEG brain waves not just reduces false alerts, it additionally causes spectators to distinguish indications of threats that would be disregarded, for example, flying feathered creatures, influencing branches or non threat protest agreeing the activity recognition. This examination means to recommend a superior streamlining method on P300 signals and build an operational library of threat signature.","PeriodicalId":250088,"journal":{"name":"2018 Majan International Conference (MIC)","volume":"215 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116015666","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 : 2018-03-19DOI: 10.1109/MINTC.2018.8363154
M. Saqib, Shima Al Toobi, Fatema Al Nadhiri, Fouzia Younus
Knowledge Management is been known as the most strategic asset of organizations over the period of time. Since 1990s it has been used as a lifeline and tool to achieve superior performance. Business Intelligence task is also to provide the right information, to the right person at the right format and time to support better decision making process. Both types of information management technologies are now widely used for organizational performance improvement tools. However, the implementation and practices of a complete Knowledge Management System and Business Intelligence practices in organizations are still debatable and needs more research. Comprehensive discussion on theory, research and practices are required to gain the business insights. This review paper is written to provide an overview to the executives and scholars with pragmatic understanding about integrating knowledge management and business Intelligence practices and technologies for successful performance. It also discusses that how critical knowledge for organizations that must depend on information and communication technologies for strategic planning, dynamic learning, problem solving and better decision making process.
{"title":"Integrating knowledge management and business intelligence practices to improve organizational performance","authors":"M. Saqib, Shima Al Toobi, Fatema Al Nadhiri, Fouzia Younus","doi":"10.1109/MINTC.2018.8363154","DOIUrl":"https://doi.org/10.1109/MINTC.2018.8363154","url":null,"abstract":"Knowledge Management is been known as the most strategic asset of organizations over the period of time. Since 1990s it has been used as a lifeline and tool to achieve superior performance. Business Intelligence task is also to provide the right information, to the right person at the right format and time to support better decision making process. Both types of information management technologies are now widely used for organizational performance improvement tools. However, the implementation and practices of a complete Knowledge Management System and Business Intelligence practices in organizations are still debatable and needs more research. Comprehensive discussion on theory, research and practices are required to gain the business insights. This review paper is written to provide an overview to the executives and scholars with pragmatic understanding about integrating knowledge management and business Intelligence practices and technologies for successful performance. It also discusses that how critical knowledge for organizations that must depend on information and communication technologies for strategic planning, dynamic learning, problem solving and better decision making process.","PeriodicalId":250088,"journal":{"name":"2018 Majan International Conference (MIC)","volume":"180 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124505293","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}
京公网安备 11010802042870号
京ICP备2023020795号-1
扫码关注我们
求助内容：
应助结果提醒方式：