2019 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE)最新文献_第2页

Demonstration and Evaluation of Small Tidal Current Power Systems 小潮流电力系统的论证与评价

2019 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE) Pub Date : 2019-12-01 DOI: 10.1109/CSDE48274.2019.9162403

Jong-Myung Paik, Taegyu Hwang, Young Ho Lee

引用次数: 0

A Digital Monitoring System for Parents 家长数字监控系统

2019 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE) Pub Date : 2019-12-01 DOI: 10.1109/CSDE48274.2019.9162406

Neeraj Anand Sharma, Kunal Kumar, A. B. M. S. Ali

引用次数: 0

Using Adapted JSEG Algorithm with Fuzzy C Mean for Segmentation and Counting of White Blood Cell and Nucleus Images 采用基于模糊C均值的JSEG算法对白细胞和细胞核图像进行分割和计数

2019 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE) Pub Date : 2019-12-01 DOI: 10.1109/CSDE48274.2019.9162402

Khamael Al-Dulaimi, Aiman Al-Sabaawi, Rajaa Daami Resen, Jane J. Stephan, Amani Zwayen

{"title":"Using Adapted JSEG Algorithm with Fuzzy C Mean for Segmentation and Counting of White Blood Cell and Nucleus Images","authors":"Khamael Al-Dulaimi, Aiman Al-Sabaawi, Rajaa Daami Resen, Jane J. Stephan, Amani Zwayen","doi":"10.1109/CSDE48274.2019.9162402","DOIUrl":"https://doi.org/10.1109/CSDE48274.2019.9162402","url":null,"abstract":"In this paper, an adapted unsupervised segmentation approach is proposed to fully automate the segmentation of white blood cells and their nuclei. Segmentation and counting of white blood cells from microscope images are challenging tasks, especially the segmentation of white blood cell nuclei from the cell wall and cytoplasm because of the need to consider intra-class variations arising from non-uniform illumination, stage of maturity, colour distribution, scale, and overlapped cells with other components of the blood. We propose the use of the JSEG algorithm based on colour-texture distribution, and adapted region growing using the Fuzzy C Mean to segment and count WBCs and their nuclei. First, colours in the image are quantized to represent differentiated regions in the image. Image pixel colours are then replaced by their corresponding colour class labels, thus forming a class-map of the image. A criterion for “good” segmentation using this spatial class-map is applied to local image windows resulting in J-images, which can be segmented using adapted region growing based on the Fuzzy C Mean algorithm. The Fuzzy C Mean is also employed for counting each white blood cell in images. Performance of the proposed method is evaluated on a combined dataset of 10 types of white blood cell with 200 digital images collected from 3 datasets. It achieves an average segmentation accuracy using four indices for WBC segmentation: jaccard distance, rand index, boundary detection error and F-value indices, 0.002, 0.93, 10.11, 0.93, respectively, while for WBC nuclei segmentation, it achieves indices values, 0.015, 0.88, 14.11, 0.90, respectively. The segmentation accuracy of the proposed method is also compared and benchmarked with the other existing techniques for segmentation of white blood cells over the same datasets and the results show that the proposed method is superior to other approaches.","PeriodicalId":238744,"journal":{"name":"2019 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127930513","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 5

Sliding Window-based Regularly Frequent Patterns Mining Over Sensor Data Streams 基于滑动窗口的传感器数据流频繁模式挖掘

2019 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE) Pub Date : 2019-12-01 DOI: 10.1109/CSDE48274.2019.9162413

M. Rashid, J. Kamruzzaman, S. Wasimi

{"title":"Sliding Window-based Regularly Frequent Patterns Mining Over Sensor Data Streams","authors":"M. Rashid, J. Kamruzzaman, S. Wasimi","doi":"10.1109/CSDE48274.2019.9162413","DOIUrl":"https://doi.org/10.1109/CSDE48274.2019.9162413","url":null,"abstract":"WSNs generate a large amount of data in the form of data stream; and mining these streams with well used support metric-based sensor association rule mechanism can result in extracting interesting knowledge. Support metric-based sensor association use occurrence frequency of pattern as criteria, but the occurrence frequency of a pattern may not be an appropriate criterion for finding significant patterns. However, temporal regularity in occurrence behavior can be considered as another important measure for assessing the importance of patterns in WSNs. A frequent pattern that occurs after regular intervals in WSNs called as regularly frequent sensor patterns. Even though mining regularly frequent sensor patterns from sensor data stream is extremely required in real-time applications, no such algorithm has been proposed yet. Therefore, in this paper we propose a novel tree structure, called regular frequent sensor pattern stream tree (RFSPS-tree) and a new technique, called regularly frequent sensor pattern mining of data stream (RFSPMS), using sliding window-based regularly frequent sensor pattern mining for WSNs. By capturing the useful knowledge of the data stream into an RFSPS-tree, our RFSPMS algorithm can mine associated sensor patterns in the current window with frequent pattern (FP)-growth like pattern-growth method. Extensive experimental analyses show that our technique is very efficient in discovering regularly frequent sensor patterns over sensor data stream.","PeriodicalId":238744,"journal":{"name":"2019 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE)","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133970981","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Development of Regenerative and Low Pressure Drop Adsorbent Structure For Biogas Upgrading 沼气改造用蓄热低压降吸附剂结构的研制

2019 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE) Pub Date : 2019-12-01 DOI: 10.1109/CSDE48274.2019.9162348

Wanwan Hong, S. Perera, A. Burrows

{"title":"Development of Regenerative and Low Pressure Drop Adsorbent Structure For Biogas Upgrading","authors":"Wanwan Hong, S. Perera, A. Burrows","doi":"10.1109/CSDE48274.2019.9162348","DOIUrl":"https://doi.org/10.1109/CSDE48274.2019.9162348","url":null,"abstract":"This paper presents the development of energy efficient 13X zeolite adsorbent monoliths for the removal of contaminants such as carbon dioxide (CO2), hydrogen sulfide (H2) and water (H2O) vapor from the biogas stream. 13X zeolite adsorbent monoliths of novel chemical formulations have been manufactured and characterized in comparison with commercial 13X zeolite adsorbent beads. It has been found that the prepared 13X zeolite monoliths have larger total pore volume, larger mean pore diameter to improve adsorption kinetics, higher porosity and mechanically stronger on compression than the commercial 13X zeolite beads. The adsorption performance of 75% wt. 13X zeolite monoliths were tested under varying feed gas pressures and flow rates as well as dry and humid conditions. Results have demonstrated that 13X zeolite adsorbent monoliths have excellent adsorption performance for $mathrm{C}mathrm{O}_{2}, mathrm{H}_{2}mathrm{S}$ and water vapor and they could upgrade the biogas to a high quality with about 98% vol. CH4 in the effluent stream. Results revealed that the equilibrium adsorption capacity for 13X zeolite monolith was increased from 0.11 mmol/g to 0.13 mmol/g for H2 S, from 1.95 mmol/g to 2.72 mmol/g for CO2 and from 0.11 mmol/g to 0.20 $mathrm{m}mathrm{m}mathrm{o}mathrm{l}/mathrm{g}$ for CH4 when the (total) feed gas pressure was raised from 1 bar to 3 bar. The study found that the selectivity of CO2 over CH4 was increased by about 13 times when the feed gas stream was humidified with 93% RH.","PeriodicalId":238744,"journal":{"name":"2019 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133030574","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Success Factors of a Combined Green, Lean, and Six Sigma Strategy for Environmental Performance 绿色、精益和六西格玛环境绩效组合策略的成功因素

2019 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE) Pub Date : 2019-12-01 DOI: 10.1109/CSDE48274.2019.9162416

Amna Farrukh, Sanjay Mathrani, Nazim Taskin

{"title":"Success Factors of a Combined Green, Lean, and Six Sigma Strategy for Environmental Performance","authors":"Amna Farrukh, Sanjay Mathrani, Nazim Taskin","doi":"10.1109/CSDE48274.2019.9162416","DOIUrl":"https://doi.org/10.1109/CSDE48274.2019.9162416","url":null,"abstract":"Greenhouse gases, wastewater, hazardous compounds, and resource conservation are some of the environmental issues manufacturing organizations face. For reducing such environmental concerns, manufacturing organizations have implemented different mitigation strategies. Green, lean, and six sigma are recognized suitable approaches for reducing organizational wastes, which in turn mitigate environmental issues. However, manufacturing firms face numerous challenges while adopting these strategies, separately or in combination. Further, there is a lack of research in the exploration of factors affecting the successful execution of a joint green, lean, and six sigma strategy. The purpose of this research is to determine the critical success factors, which play an important role in effectively implementing a green, lean, and six sigma strategy for improving environmental performance. This research also develops a holistic model, which combines the critical success factors of green, lean, and six sigma implementation to address the environmental aspects of manufacturing organizations.","PeriodicalId":238744,"journal":{"name":"2019 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121932605","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Adoption of IoT based innovations for healthcare service delivery in Saudi Arabia 在沙特阿拉伯采用基于物联网的医疗保健服务创新

2019 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE) Pub Date : 2019-12-01 DOI: 10.1109/CSDE48274.2019.9162390

F. Masmali, S. Miah

{"title":"Adoption of IoT based innovations for healthcare service delivery in Saudi Arabia","authors":"F. Masmali, S. Miah","doi":"10.1109/CSDE48274.2019.9162390","DOIUrl":"https://doi.org/10.1109/CSDE48274.2019.9162390","url":null,"abstract":"Previous research predicted that the information technology (IT) applications with the Internet of Things (IoT) based innovations will revolutionise the healthcare industry and thereby enable improvement of the real-time reporting of patients’ health data. However, the adoption of IoT technology and its relevant interventions in the healthcare sector have not been as fast as the uptake in other industries. With consideration for this issue, this qualitative phenomenological research was conducted to illuminate the factors that affect IoT adoption and its integration for healthcare service delivery in Saudi Arabia. To this end, the study explored the lived experiences of healthcare administrators in using IoT devices as they deliver healthcare services. The five participants, who worked in hospitals and clinics in Jazan, Saudi Arabia, took part in the semi-structured interviews developed on the basis of the diffusion of innovation theory. The findings indicated that the capacity of the Saudi healthcare sector to accept and implement a new IT with IoT technologies and its integrations are still being a debated issue.","PeriodicalId":238744,"journal":{"name":"2019 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE)","volume":"15 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128261362","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

Slicing for interweaved layers: Optimising traversal of 3D printer nozzle 交错层的切片:优化3D打印机喷嘴的遍历

2019 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE) Pub Date : 2019-12-01 DOI: 10.1109/CSDE48274.2019.9162414

J. Jephcott, A. Chiou

引用次数: 0

Optimized RTPS platform for IIoT based smart farming systems 优化基于工业物联网的智能农业系统的RTPS平台

2019 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE) Pub Date : 2019-12-01 DOI: 10.1109/CSDE48274.2019.9162424

Basem Almadani, Saud Mohammad Mostafa

{"title":"Optimized RTPS platform for IIoT based smart farming systems","authors":"Basem Almadani, Saud Mohammad Mostafa","doi":"10.1109/CSDE48274.2019.9162424","DOIUrl":"https://doi.org/10.1109/CSDE48274.2019.9162424","url":null,"abstract":"With the ever-growing population, food and water demands have risen exponentially. Almost 80-85% of food is produced by agriculture but the rise in demand needs to be met by an increase in food production. The agriculture sector tends to tackle this issue by incorporating the Industrial Internet of Things (IIoT) and cloud technologies to improve productivity and reduce wastage of resources needed for it. The prime target of incorporation of these technologies would be to facilitate farmers to grow crops and raise livestock with ease and lower cost with increasing profits. Smart farming systems can comprise of one or more sub-systems that are automated using IIoT technology and processing is done either in local server or cloud. Most researchers work on individual sub-system and improve the performance providing local optimization. These sub-systems can have different vendors and integration is quite difficult at times. Therefore, we propose to use Data Distribution Service (DDS) middleware to integrate these heterogeneous sub-systems and provide high performance with low latency system. In this paper, we introduce a novel approach to tackle the issue of heterogeneity and provide global optimization. A suitable mathematical model for our proposed system is given and experiments are conducted to show the efficiency of the system in terms of throughput and delay.","PeriodicalId":238744,"journal":{"name":"2019 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116187781","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Controlling Steerable Catheters with Directional Stiffness through a Servo Motor Driven Handle 通过伺服电机驱动手柄控制定向刚度导向导管

2019 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE) Pub Date : 2019-12-01 DOI: 10.1109/CSDE48274.2019.9162408

Jajun Ryu, D. Yoon, Junghwan Ahn, Hwa-Young Kim

引用次数: 0