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SOAF Architecture Adoption on Clinical Decision E-Healthcare System SOAF架构在临床决策电子医疗系统中的应用
Pub Date : 2019-09-18 DOI: 10.26692/surj/2019.09.64
M. H. Rajput, P. K. Butt, Saima Tunio, Z. A. Maher, Sirajuddin Qureshi
Today various applications like the aim of this framework is to documentation data on the wellbeing occasions and checks the natural history of administrations at different levels of the medicinal services. This E-healthcare implement in our nations and society on the today have compelling and far-reaching frameworks set up to accumulate this information. Health care systems consist of all activities whose purpose is to promote, restore, or maintain the health of the human body. This incorporate yet isn't restricted to, the deterrent, remedial and painful health administrations gave by the medicinal services administration framework. The social insurance frameworks be different from every single other framework because of the intricate gathering of information writes utilized as a part of medicinal services administration framework for the instance, the mechanization of the patient records must be controlling an assortment of information necessities and determination issues because of things like the many-sided quality of the therapeutic vocabulary. The order of biomedical revelations and the characterization of the wellbeing conditions and intercessions. The battle lies in the way that this characterization can incorporate an enormous amount of conceivable mixes. There are no any social insurance frameworks in our nation Pakistan, as, region medicinal services administration frameworks help together information which can be utilized to recognize general medical problems.
今天,像这个框架的目的这样的各种应用是记录健康场合的数据,并检查不同级别医疗服务管理的自然历史。在当今的国家和社会中,这种电子医疗保健实施已经建立了引人注目和深远的框架来积累这些信息。卫生保健系统包括以促进、恢复或维持人体健康为目的的所有活动。这包括但不限于医疗服务管理框架所提供的威慑、补救和痛苦的卫生管理。社会保险框架不同于任何其他框架,因为作为医疗服务管理框架的一部分使用的信息记录的复杂收集,例如,患者记录的机械化必须控制各种信息需求和确定问题,因为诸如治疗词汇的多方面质量。生物医学启示的顺序和表征的健康状况和代祷。争论的焦点在于,这种特征可以包含大量可想象的混合。我国巴基斯坦没有任何社会保险框架,因为区域医疗服务管理框架有助于收集可用于识别一般医疗问题的信息。
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引用次数: 0
Comparative Analysis of MIMO OFDM System Using Different Fading Techniques 采用不同衰落技术的MIMO OFDM系统的比较分析
Pub Date : 2019-09-18 DOI: 10.26692/surj/2019.09.83
U. Ahmed, M. Hassan, S. Afridi, M. Anjum, A. A. Jamali, M. Zhou
The MIMO technology utilizes different antennas at each terminal of a wireless link and greatly improves the link reliability and spectral efficiency of future wireless communication systems. This technology integrated with Orthogonal Frequency Division Multiplexing (OFDM), which is particularly proving a propitious entrant for upcoming next generation wireless systems including both mobile and fixed systems. It provides an attractive air-interface solution for next-generation wireless/cellular systems. In this paper Waterfilling algorithm has been used to optimize transmit power for maximizing the capacity. The Waterfilling algorithm successfully solved the problem of power allocation for MIMO-OFDM wireless network and adaptively allocate power to minimize BER performance and increasing the capacity in order to maintain the QoS requirements for a network. The proposed work is investigated by using Matlab tool.
MIMO技术在无线链路的每个终端使用不同的天线,极大地提高了未来无线通信系统的链路可靠性和频谱效率。该技术与正交频分复用(OFDM)相结合,尤其被证明是下一代无线系统(包括移动和固定系统)的有利进入者。它为下一代无线/蜂窝系统提供了一个有吸引力的空中接口解决方案。本文采用充水算法对传输功率进行优化,使传输容量最大化。水填充算法成功地解决了MIMO-OFDM无线网络的功率分配问题,在保持网络QoS要求的前提下,自适应地进行功率分配,以最小化误码率性能和增加容量。利用Matlab工具对所提出的工作进行了研究。
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引用次数: 0
Comparative Analysis of Supervised Classification Algorithms for Urban Sprawl Detection 城市蔓延检测的监督分类算法比较分析
Pub Date : 2019-09-18 DOI: 10.26692/surj/2019.09.63
N. Minallah, W. Khan, A. Rashid, M. N. Khan, N. Aziz, M. Uzair, S. Yousaf
As Human population is increasing, a number of small towns are turning into big cities. But human race has developed itself in technological terms smartly, which is helping human kind to act efficiently and consume the resources appropriately. Collection of urban sprawl statistics of an area has become efficient by using remote sensing. In comparison to the traditional methods, the new method of using remote sensing for the detection and classification of urban sprawl has substantially enhanced. Using this data management has become capable of taking suitable measures for its residents. This work compares six supervised classifiers, i.e Maximum Likelihood, Minimum Distance, Support Vector Machines, Mahalanobis, Parallelepiped and Feed Forward Neural Network for urban classification. The data used is of SPOT 5 and criteria for comparison of classifiers is based on accuracy. Due to the absence of blue band in SPOT imagery the collected data samples for training tend to be complex and overlapping. Training data collected and divided into 10 different samples, show 82.74% accuracy for Artificial Neural Network. In comparison with Artificial Neural Networks, the lowest recorded results are of parallelepiped Classifier.
随着人口的增长,许多小城镇正在变成大城市。但人类在技术方面已经发展得很聪明,这有助于人类有效地行动,合理地消耗资源。利用遥感技术收集一个地区的城市蔓延统计数据变得更加有效。与传统方法相比,利用遥感对城市蔓延进行检测和分类的新方法有了很大的提高。利用这些数据管理已经能够为其居民采取适当的措施。这项工作比较了六种监督分类器,即最大似然、最小距离、支持向量机、马氏体、平行六面体和前馈神经网络用于城市分类。使用的数据是spot5,分类器的比较标准是基于准确性。由于SPOT图像中没有蓝带,采集的训练数据样本往往比较复杂和重叠。收集训练数据并将其分成10个不同的样本,人工神经网络的准确率达到82.74%。与人工神经网络相比,平行六面体分类器的记录结果最低。
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引用次数: 0
Status of Labeo calbasu at Lower Indus River Region, Sindh, Pakistan 巴基斯坦信德省印度河下游地区Labeo calbasu的现状
Pub Date : 2019-09-18 DOI: 10.26692/surj/2019.09.80
M. Sheikh, M. Y. Laghari, P. Lashari, A. Khuharo, N. T. Narejo
The aim of this study was to address the status of Labeo calbasu at Lower Indus River Region. The specimen were collected from March, 2016 to October, 2016, from eight selected landing sites with a total of 102044 fish specimen. In this experiment 77 freshwater fish species were identified. All of recoded 77 fishes were belonged to 9 orders and 23 families. Out of them 25 species belong to the Family Cypirinidae and Labeo calbasu is one of them. In this investigation, the presence of L. calbasu specimen collected from all the sites in the duration of eight month the average calculation of L. calbasu is 2.26%. During the research work in the month of July the presence of L. calbasu was calculated in high abundancy about 4.5% while in the month of May low collection was found which was recorded 1.3% . In overall, Sujawal site was found rich in collection (2.68%) and Jangseer was found poor in collection (0.71%) samples of L. Calbasu, might be due to high saline water. Therefore, effective conservation measures are suggested to sustain major carps and fish fauna at Lower Indus River Region
本研究旨在探讨下印度河地区Labeo calbasu的现状。采集时间为2016年3月至2016年10月,选取8个着陆点,共采集鱼标本102044条。本实验共鉴定了77种淡水鱼。共收录77条鱼,隶属于9目23科。其中25种属鲤科,鲤鱼是其中一种。本次调查在8个月的时间里,所有地点采集到的褐藻标本的平均存在率为2.26%。在7月份的研究工作中,计算出L. calbasu的高丰度约为4.5%,而5月份的低丰度为1.3%。总体而言,Sujawal地点的L. Calbasu标本采集量丰富(2.68%),而Jangseer地点的L. Calbasu标本采集量较差(0.71%),可能与高盐度海水有关。因此,建议采取有效的保护措施,以维持印度河下游地区主要的鲤鱼和鱼类区系
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引用次数: 1
Agile Methods Acceptance Model: Understanding Factors for Implementing Agile Methods in Pakistan 敏捷方法接受模型:理解在巴基斯坦实施敏捷方法的因素
Pub Date : 2019-09-18 DOI: 10.26692/surj/2019.09.61
Yasir Ali Solangi, Z. Solangi, A. Maitlo, Shahmurad Chandio, Asadullah Shah
Agile software development methods can deliver quality software yet it perceived that adoption and acceptance of agile methods by the consumers has been lower in Pakistan. However, this research study proposes an extended model of technology acceptance to understand the perception of the potential software practitioner teams towards adoption and acceptance of agile methods in software development. The theoretical research framework in this study incorporates determinants such as productivity, awareness of agile methods, and customer collaboration along with latent factors perceived ease of use and perceived usefulness. It is intended that the systematic research framework of integrated factors would be supportive enough to adopt agile software development solutions in software industry of Pakistan.
敏捷软件开发方法可以交付高质量的软件,但在巴基斯坦,消费者对敏捷方法的采用和接受程度较低。然而,这项研究提出了一个技术接受的扩展模型,以理解潜在的软件从业者团队对软件开发中采用和接受敏捷方法的看法。本研究的理论研究框架结合了生产力、敏捷方法意识、客户协作等决定因素,以及感知易用性和感知有用性等潜在因素。旨在为巴基斯坦软件产业采用敏捷软件开发解决方案提供系统的综合因素研究框架支持。
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引用次数: 1
Real-time Multimedia Transmission in open group Environment of MANETsusing SLIM+ Protocol: A Performance Evaluation 基于SLIM+协议的manetsopen群环境下实时多媒体传输性能评估
Pub Date : 2019-09-18 DOI: 10.26692/surj/2019.09.75
N. N. Hussaini, K. Mohammadani, S. Abbasi, Faraz Junejo
Although the mobility of nodes or computing devices may cause problem of link failure, a careful strategy used for routing protocols resolve one of the major issue associated with MANETs. The multicast routing protocols adopt either a tree-based configuration structure or a mesh-based configuration structure to maintain their state in stressed conditions posed to them in various scenarios. The research paper focuses on evaluating the performance of routing scheme used by SLIM+ for real-time multimedia streaming multicast in open group environment of MANET. Performance metric used is Throughput and Normalized Routing Load; comparing SLIM+ with its competitive and most commonly used MAODV and PUMA routing protocols for multicasting. It then observed that performance of SLIM+ is promising.
尽管节点或计算设备的移动性可能导致链路故障问题,但用于路由协议的谨慎策略解决了与manet相关的一个主要问题。组播路由协议可以采用基于树的配置结构,也可以采用基于网格的配置结构,以便在各种场景下的压力条件下保持状态。研究了在开放组环境下,SLIM+用于实时多媒体流组播的路由方案的性能。使用的性能指标是吞吐量和标准化路由负载;比较SLIM+与其竞争和最常用的多播MAODV和PUMA路由协议。然后观察到SLIM+的性能是有希望的。
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引用次数: 0
An Investigation of an Ecological study of Phytoplankton of Chickan Lake District Dadu, Sindh, Pakistan 巴基斯坦信德省大都市鸡坎湖区浮游植物生态学研究
Pub Date : 2019-09-18 DOI: 10.26692/SURJ/2019.09.612
Z. A. Palh, A. R. Abbasi, S. Meghwar, K. Lashari, S. A. Brohi, G. Y. Brohi
Chickan Lake is famous historical lake located at Palh village 26o 57’33.94 N, 67o 51’ 06. 10 E in the province of Sindh, 28 km North of Dadu city and Present investigation of an ecological studies of phytoplankton of Chickan Lake during January 20016 to December 2016. In this study there were four sampling station selected for sampling purpose at the commanding area of lake? The research work is concerned the assessment of different water quality parameters and determinations of planktons, which is essential for investigation and productivity of lake. To assess the hydrological parameters of lake i.e.: Temperature, Transparency, pH, TSS, TDS, Salinity, Hardness, Chlorides, Dissolve Oxygen, the analysis of biological parameters indicates the presence of Plankton population which belongs to different groups such as Cynophayta, Chlorophyta, Euglenophyta and Bacillariophyta, the population of phytoplankton belongs to different groups were dominant as compare to the zooplankton. The water quality is being changed due to seasonal variation which impact on plankton flora and fauna resulting in seasonal variation in their numbers and composition.
鸡干湖是著名的历史湖泊,位于北纬26o 57 ' 33.94,北纬67o 51 ' 06的Palh村。2002年1月至2016年12月,在大都市以北28公里的信德省10 E进行了一项关于鸡坎湖浮游植物生态学研究的调查。本研究选取了4个采样站在湖的指挥区进行采样。研究工作涉及不同水质参数的评价和浮游生物的测定,这对湖泊的调查和生产力至关重要。对湖泊的温度、透明度、pH、TSS、TDS、盐度、硬度、氯化物、溶解氧等水文参数进行了评价,并对生物参数进行了分析,结果表明,湖泊中存在浮游生物,浮游生物可分为藻门、绿藻门、裸藻门和硅藻门等不同类群,不同类群的浮游植物相对于浮游动物占主导地位。水质因季节变化而改变,影响浮游植物群和动物群,导致其数量和组成随季节变化。
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引用次数: 0
An Efficient Technique for Network Intrusion Detection Using Feature selection 基于特征选择的高效网络入侵检测技术
Pub Date : 2019-09-18 DOI: 10.26692/surj/2019.09.77
R. A. Shah, A. A. Wagan, M. Ali, K. Hussain, R. Bibi
Network Intrusion Detection System (NIDS) is one of the most significant parts of network security that can make secure transactions over a network. Despite many efforts in the field, we can observe increased sophistication and variety of attacks on networks. In such situation Machine learning (ML) based methods have emerged some of the most effective as well as popular methods to detect the attacks. One of the complexities involved in the ML-based method is that they are mostly of the black-box nature, so their inner working phenomena are very often quite complex to understand and interpret. Moreover, high-dimensional features and an inadequate number of training records have caused some problems in the classifications, such as over fitting of the results, noise sensitiveness, overload computation and lack of significant physical interoperability. In this paper, we propose a discriminative features selection and network intrusion classification by applying sparse modeling with Lasso and SVMs with two kernel functions. SVMs are standard ML techniques which can provide reasonable performance however it can have some shortcomings such as interpretability and huge computational cost. On the other hand, sparse modeling has been considered as an advanced technique for data analysis and processing via regularization. Sparse modeling can be used to simultaneously select discriminative features from the repository of the dataset. Moreover, it also determines the coefficient of the linear classifier where prior information about features structure can be mapped into various sparsity-inducing regularization such as Lasso. Furthermore, we apply sparse modeling for the multiclass-classification purpose; in this way, we can identify and select the features yielded by the network attacks that are the most significant ones. Our experimental in this correspondence suggest that the proposed techniques have better performance than most of the state-of-the-art methods.
网络入侵检测系统(NIDS)是网络安全的重要组成部分之一,它可以在网络上进行安全的交易。尽管在该领域做出了许多努力,但我们可以观察到网络攻击的复杂性和多样性正在增加。在这种情况下,基于机器学习(ML)的方法已经出现了一些最有效和最流行的检测攻击的方法。基于ml的方法所涉及的复杂性之一是它们大多具有黑箱性质,因此它们的内部工作现象通常非常复杂,难以理解和解释。此外,由于训练记录的高维特征和数量不足,导致分类中存在结果的过度拟合、噪声敏感性、计算过载和缺乏显著的物理互操作性等问题。本文提出了一种基于Lasso和双核支持向量机的稀疏建模的判别特征选择和网络入侵分类方法。支持向量机是标准的机器学习技术,它可以提供合理的性能,但也存在可解释性和巨大的计算成本等缺点。另一方面,稀疏建模被认为是一种通过正则化进行数据分析和处理的先进技术。稀疏建模可以同时从数据集存储库中选择判别特征。此外,它还决定了线性分类器的系数,其中关于特征结构的先验信息可以映射到各种稀疏性诱导正则化(如Lasso)中。此外,我们将稀疏建模应用于多类分类目的;通过这种方式,我们可以识别和选择由网络攻击产生的最显著的特征。我们在此通信中的实验表明,所提出的技术比大多数最先进的方法具有更好的性能。
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引用次数: 1
Charge Discharge Analysis of a 12-Volt Battery using Radiant Battery Energizer 利用辐射电池充能器对12伏电池进行充放电分析
Pub Date : 2019-09-18 DOI: 10.26692/surj/2019.09.68
F. Ali, G. Ahmad, S. Jan, S. Faheem
any electrical system efficiency is a key pgn= Efficiency strictly depends on system losses. Generally,batteries are charged by conventional methods like Solar/Photovoltaic charging or alternatively they can be charged using Electrical Supply and then the available stored power can be reused when required. This paper is focused on free battery charging based on radiant energy, which is produced as a result of making and breaking of magnetic dipoles in form of high voltage spikes. Initially the rotor requires a kick, then it attains a fixed synchronous speed and rotates almost indefinitely.Making and breaking of dipoles results in high voltage spikes which allows charging of a number of batteries connected in parallel without any cost. The charged batteries can be used directly to feed DC load or with an inverter circuit to feed AC load. The charging time of batteries is 200 minutes, whereas the effective discharge time is around 170 -180 minutes. Though a gap of 20-30 minutes exists, but as multiple batteries are charged at a time; the system works effectively at very high efficiency.
任何电力系统的效率都是关键,效率严格取决于系统损耗。一般来说,电池通过太阳能/光伏充电等传统方法充电,或者可以使用电源充电,然后在需要时重用可用的存储电力。本文主要研究基于辐射能的自由电池充电,辐射能是由高电压尖峰形式的磁偶极子形成和断裂产生的。最初转子需要一个踢,然后它达到一个固定的同步速度和旋转几乎无限。偶极子的制造和破坏会产生高电压尖峰,这使得许多电池并联充电而不需要任何成本。充电后的电池可以直接供直流负载使用,也可以与逆变电路一起供交流负载使用。电池充电时间为200分钟,有效放电时间为170 -180分钟左右。虽然存在20-30分钟的间隔,但由于多个电池同时充电;这个系统工作效率很高。
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引用次数: 0
Modified Method for Parabolic Equations in one Dimensional with Nonlocal time Weighting Initial Condition 具有非局部时间加权初始条件的一维抛物方程的修正方法
Pub Date : 2019-09-18 DOI: 10.26692/SURJ/2019.09.69
S. S. C. Baloch, A. W. Shaikh, A. Shaikh
In this paper, we develop a modified version of explicit scheme based on finite difference method for the one-dimensional parabolic partial differential equations with nonlocal time weighting initial conditions. The dominancy of the Saulyev’s schemes based on finite difference, over the previous explicit FTCS, Duke-Frankel, as well as implicit BTCS, Crandal’s technique and Crank Nicholson’s scheme has already been established, which proved to be unconditionally stable, use less CPU time and computational effort. However, in this paper a modification of Saulyev’s first kind formula is developed. Main focus was to reduce error of the Saulyev’s formula using proposed method. The comparison has been carried out between both methods to observe errors in different conditions and step sizes. The new modified scheme is proved to be satisfactory and unconditionally stable.
本文针对具有非局部时间加权初始条件的一维抛物型偏微分方程,给出了基于有限差分法的显式格式的改进版本。基于有限差分的Saulyev方案优于以往的显式FTCS、Duke-Frankel方案,以及隐式BTCS、Crandal技术和Crank Nicholson方案,证明了该方案具有无条件稳定、CPU时间和计算量少的优点。然而,本文对Saulyev的第一类公式进行了修正。主要目的是利用所提出的方法减小索里耶夫公式的误差。比较了两种方法在不同条件和步长下的误差。新的改进方案是令人满意的,并且是无条件稳定的。
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引用次数: 0
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SINDH UNIVERSITY RESEARCH JOURNAL -SCIENCE SERIES
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