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Expert-Analytical Estimation of Environmental Safety of Solid Household Waste Handling Processes 生活固体废物处理过程环境安全性的专家分析评价
Pub Date : 2020-02-28 DOI: 10.15587/1729-4061.2020.197007
I. Honcharenko, L. Anishchenko, L. Pisnia
One of the key indicators of regional development is environ- mentally safe handling of waste including household waste. Solving the problems in this domain requires the creation of an efficient household waste management system. A mechanism for solving this problem was proposed in this study. In contrast to the existing ones, it comprehensively takes into account the formation of environmen- tal hazards at all stages of the waste handling life cycle and substan- tiates and identifies priorities of obligatory management measures to be taken at local, regional and national levels with their qualitative and quantitative expert estimation. The study of waste hierarchy performed according to the Di- rective 2008/98/EC by the hierarchy analysis method has made it possible to determine not only the priorities of the measures en- suring environmental safety of SHW handling process but also the significance of measures at each stage. According to the calculations, contributions to the overall risk amounted to 46.15 % for disposal, 24.02 % for recycling, 10.95 % for neutralization, 10.95 % for genera- tion, 5.14 % for collection and 2.79 % for transportation. Assessment of the factor characteristics has made it possible to find out that the handling conditions whose contribution is 54.95 % of all factors require the greatest attention during danger generation. Effectiveness of implementation of the measures ensuring nor- mative environmental safety can be ranked as follows: 60.22 % for the local level, 22.55 % for the regional level and 17.23 % for the national level. The study has found that the formation of awareness, conscien- tiousness, and rational consumption is the most effective measure of ensuring environmental safety making up 27.55 % among the thirteen measures assessed. Application of the proposed method will ensure making groun- ded managerial decisions not only for the whole system of household waste handling but also for each of its stages: from waste generation to its operation. This method is quite simple to use and can be applied at the national, regional or local levels.
区域发展的关键指标之一是环境安全的废物处理,包括生活垃圾。解决这一领域的问题需要建立一个有效的家庭废物管理系统。本研究提出了一种解决这一问题的机制。与现有标准相比,它全面考虑了废物处理生命周期各阶段环境危害的形成,并通过定性和定量的专家估计,确定和确定了地方、区域和国家各级应采取的强制性管理措施的优先次序。根据2008/98/EC指令,运用层次分析法对废物层次进行研究,不仅可以确定确保小水废物处理过程环境安全措施的优先级,而且可以确定各阶段措施的意义。根据计算,处置占总风险的46.15%,回收占24.02%,中和占10.95%,产生占10.95%,收集占5.14%,运输占2.79%。通过对因素特征的评估,可以发现在危险产生过程中,对所有因素贡献54.95%的处理条件最需要注意。环境安全保障措施的实施率排序为:地方60.22%,区域22.55%,全国17.23%。研究发现,形成意识、自觉和理性消费是确保环境安全的最有效措施,占13项措施的27.55%。采用建议的方法将确保不仅对整个家庭废物处理系统,而且对从废物产生到其运作的每个阶段作出成熟的管理决策。这种方法使用起来相当简单,可在国家、区域或地方各级应用。
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引用次数: 3
Artefactos y entidades naturales modificadas por medio de la biotecnología (Artifacts and Natural Modified Entities Trough Biotechnology) 人工制品和天然改性实体槽生物技术
Pub Date : 2020-01-31 DOI: 10.22430/21457778.1242
Mónica María Márquez
espanolEl problema filosofico que representan los organismos modificados geneticamente ha sido poco abordado en las discusiones sobre artefactos en la filosofia de la tecnologia. El proposito de este articulo es analizar diferentes posturas filosoficas respecto a este tipo de entidades naturales complejas, que no pueden ser definidas como objetos naturales simples, pues han sido intervenidos por medio de la tecnica, pero tampoco como objetos artificiales, similares a las maquinas industriales o a otro tipo de objeto artefactual. Se evaluan dos posturas filosoficas: la primera, afirma que dichas entidades son artificiales, en el entendimiento de que los artefactos son objetos hechos por el hombre. La segunda, que estas entidades modificadas son objetos naturales producidos artificialmente, segun Quintanilla y Jonas. Se presenta una propuesta que ofrece argumentos para reconocer, desde varias perspectivas, que las entidades naturales son sistemas autogenerativos: la autonomia constitutiva de Maturana y Varela, la autoorganizacion postulada por Kauffman y la autonomia de Ruiz-Mirazo & Moreno. Se propone una definicion del tipo de objetos que serian los organismos modificados geneticamente, afirmando que son sistemas vivientes autogenerativos que tienen un diseno intencional en los componentes artificiales. La consecuencia principal es que tal tipo de entidades no son iguales a artefactos. EnglishThe philosophical problem represented by genetically modified organisms has been insufficiently addressed in discussions of artifacts in the philosophy of technology. The purpose of this article is to analyze different philosophical positions regarding this type of complex natural entities, which cannot be defined as simple natural objects, since they have been intervened by means of technique, but neither as artificial objects, similar to industrial machines or to another type of artifactual object. Two philosophical postures are evaluated: the first asserts that these entities are artificial, in the understanding that artifacts are man-made objects. The second says that these modified entities are artificially produced natural objects, according to Quintanilla and Jonas. A proposal is presented that offers arguments to recognize, from several perspectives, that natural entities are autogenerative systems: the constitutive autonomy of Maturana and Varela, the self-organization postulated by Kauffman and the autonomy of Ruiz-Mirazo and Moreno. A definition of genetically modified organisms is proposed, arguing that they are autogenerative living systems that have an intentional design in the artificial components. The main consequence is that such entities are not equal to artefacts.
在技术哲学中关于人工制品的讨论中,转基因生物所代表的哲学问题很少被提及。这篇文章的目的是审查采取不同的立场filosoficas这种复杂的自然实体,不能简单定义为自然对象,因为遭到窃听通过技能,但也因为类似的人造物体,工业机器或其他artefactual对象类型。本文对两种哲学观点进行了评估:第一种观点认为这些实体是人工的,因为人工制品是人造的物体。第二,根据昆塔尼拉和乔纳斯的说法,这些修改过的实体是人工产生的自然物体。本文提出了一种方法,从不同的角度承认自然实体是自生系统:Maturana和Varela的构成自治,Kauffman假设的自组织和Ruiz-Mirazo & Moreno的自治。本文提出了转基因生物是什么类型的物体的定义,声称它们是自我生成的生命系统,在人工成分中有一个有意的设计。主要的结果是,这些类型的实体并不等同于工件。在技术哲学中关于人工的讨论中,基因改良生物所代表的哲学问题没有得到充分的解决。本说明的目的是条is to analyze不同关于this type of complex philosophical职位自然简单的自然实体,which be defined as objects, they have been intervened by means of technique,但两者as似的人造objects to工业machines or to another type of artifactual object。Two philosophical postures are evaluated: the first本来这些实体的人工,in the understanding that artifacts are人造objects。= =地理= =根据美国人口普查,这个县的面积为。本文提出一项建议,从几个角度承认自然实体是自生系统:Maturana和Varela的构成自治,Kauffman假设的自组织,以及Ruiz-Mirazo和Moreno的自治。提议的修改definition of genetically organisms is,客厅arguing that they are autogenerative systems that have an intentional design in the人工部件。主要的结果是,这些实体与人工制品不平等。
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引用次数: 0
QRS Detection for Heart Rate Monitoring QRS检测用于心率监测
Pub Date : 2020-01-01 DOI: 10.34218/ijeet.11.4.2020.040
I. Ahmad
Fast and efficient QRS detection algorithm is a essential prerequisite for analyzing disease related to heart. A study and analysis of first differentiation based QRS detection method, first and second differentiation based QRS detection method and High speed QRS detection method (Hamilton and Tompkins) was done. Algorithms based on differentiation method of QRS detection are efficient as far as computation is concerned. This method can be used for real time analysis of large data set. On a standard data set first differentiation method has highest detection accuracy but also the largest time error (Average time error is 12.05ms). For the first and second differentiation based QRS detection method sensitivity and positive predictivity are 96.4 and 97.7, data error rate is 4.64 and Average Time error is 7.26ms.For the third method sensitivity and positive predictivity is 100 percent and data error rate is zero. Average time error is 9.13ms and is having better performance as compared to differentiation based methods.
快速、高效的QRS检测算法是分析心脏相关疾病的必要前提。对基于一阶微分的QRS检测方法、基于一阶和二阶微分的QRS检测方法以及高速QRS检测方法(Hamilton和Tompkins)进行了研究和分析。基于微分法的QRS检测算法在计算量方面是高效的。该方法可用于大型数据集的实时分析。在标准数据集上,先微分法检测精度最高,但时间误差最大(平均时间误差为12.05ms)。基于一阶和二阶微分的QRS检测方法灵敏度为96.4,阳性预测率为97.7,数据错误率为4.64,平均时间误差为7.26ms。对于第三种方法,灵敏度和正预测性为100%,数据错误率为零。平均时间误差为9.13ms,与基于微分的方法相比具有更好的性能。
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引用次数: 0
Controlled Delivery of Natural Medicinal Compounds from Tissue Engineering Scaffolds for Critical-Sized Bone Defect Repair 从组织工程支架中控制天然药物化合物的递送用于临界尺寸骨缺损修复
Pub Date : 2020-01-01 DOI: 10.2139/ssrn.3708576
S. Bose, Naboneeta Sarkar, Dishary Banerjee
With an increasing life expectancy and aging population, orthopedic defects and bone graft surgeries are increasing in global prevalence. Research to date has greatly advanced the understanding of bone biology and defect repair mechanism, leading to a marked success in the development of synthetic bone substitutes. Yet, the quest for a functionalized bone grafts prompted the researchers to pursue a viable and safer alternative that regulates cellular activity, and supports bone regeneration and healing process without causing serious side-effects and tissue toxicity. In this context, researchers have found a novel treatment regimen by introducing naturally derived medicinal compounds (NMSs) in bone tissue engineering scaffold that enables them to release at a desirable rate and concentration, maintains a sustained release allowing sufficient time for tissue in-growth, and guides bone regeneration process with minimized risk of tissue toxicity. NMCs are gaining popularity in western countries for the last two decades and is now being used by 80% of the population worldwide, according to an estimation by WHO. In contrast to synthetic drugs, NMCs have a broader range of safety window and thus presented as suitable for prolonged localized delivery for bone tissue regeneration. There is limited literature focusing on the integration of bone grafts and natural medicines that provides detailed scientific evidences on each NMCs, their toxic limits and particular application in bone tissue engineering, which could guide the researchers to develop functionalized implants for various bone disorders. This review will discuss the emerging trend of NMC drug delivery from tissue engineering scaffold, including both 3D printed structures and surface modified implants, highlighting the significance and potential of NMCs for bone health, guiding future paths toward the development of an ideal bone tissue engineering scaffold.
随着人类预期寿命的延长和人口的老龄化,骨科缺损和骨移植手术在全球范围内越来越普遍。迄今为止的研究极大地促进了对骨生物学和缺陷修复机制的理解,导致合成骨替代品的开发取得了显着的成功。然而,对功能化骨移植物的追求促使研究人员寻求一种可行且更安全的替代方案,以调节细胞活动,支持骨再生和愈合过程,而不会造成严重的副作用和组织毒性。在此背景下,研究人员发现了一种新的治疗方案,通过在骨组织工程支架中引入天然衍生药物化合物(NMSs),使其以理想的速度和浓度释放,保持持续释放,为组织生长提供足够的时间,并以最小的组织毒性风险指导骨再生过程。据世卫组织估计,过去二十年来,nmc在西方国家越来越受欢迎,目前全世界80%的人口在使用nmc。与合成药物相比,nmc具有更大范围的安全窗口,因此适合于长时间局部递送用于骨组织再生。目前关于骨移植物与天然药物结合的文献有限,这些文献对每种nmc及其毒性限值及其在骨组织工程中的具体应用提供了详细的科学证据,可以指导研究人员开发用于各种骨疾病的功能化植入物。本文将讨论从组织工程支架中递送NMC药物的新兴趋势,包括3D打印结构和表面修饰植入物,强调NMC对骨骼健康的意义和潜力,指导未来发展理想的骨组织工程支架的道路。
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引用次数: 0
Biological Radiation 生物辐射
Pub Date : 2020-01-01 DOI: 10.2139/ssrn.3437252
I. Zueva
For a long time, the scientific community has been discussing whether living beings have specific biological radiation that is different from the standard set of electromagnetic and acoustic waves occur in the process of vital activity of an organism as a whole and its parts. In this paper, the author presents the results of experiments confirming the presence of such specific biological radiation and its material nature.
长期以来,科学界一直在讨论,生物整体及其各部分在生命活动过程中是否有不同于标准的电磁波和声波的特定生物辐射。在本文中,作者介绍了证实这种特定生物辐射的存在及其物质性质的实验结果。
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引用次数: 1
Structure and Composition of the Tunic in the Sea Pineapple Halocynthia Roretzi: A Complex Cellulosic Composite Biomaterial 一种复杂的纤维素复合生物材料——海凤梨海葵外衣的结构和组成
Pub Date : 2020-01-01 DOI: 10.2139/ssrn.3518165
P. Flammang, Geonho Song, J. Delroisse, Dorian Schoenaers, Hyungbin Kim, Thai Cuong Nguyen, P. Leclère, D. Hwang, M. Harrington
Biological organisms produce high-performance composite materials, such as bone, wood and insect cuticle, which provide inspiration for the design of novel materials. Ascidians (sea squirts) produce an organic exoskeleton known as a tunic; however, currently, very little is understood about the detailed structure and composition of this cellulosic biocomposite. Here, we investigate the composition and hierarchical structure of the tough tunic from the species Halocynthia roretzi, through a cross-disciplinary approach combining traditional histology, immunohistochemistry, vibrational spectroscopy, X-ray diffraction, and atomic force and electron microscopies. The picture emerging is that the tunic of H. roretzi is a hierarchically-structured composite of cellulose and proteins with several compositionally and structurally distinct zones. At the surface is a thin sclerotized cuticular layer with elevated composition of protein containing halogenated amino acids and cross-linked via dityrosine linkages. The fibrous layer makes up the bulk of the tunic and is comprised primarily of well-ordered crystalline cellulose fibres with a lower protein content. The subcuticular zone directly beneath the surface contains much less organized cellulose fibres. Given current efforts to utilize biorenewable cellulose sources for the sustainable production of bio-inspired composites, these insights establish the tunic of H. roretzi as an exciting new archetype for extracting relevant design principles.
生物有机体产生的高性能复合材料,如骨骼、木材和昆虫角质层,为新型材料的设计提供了灵感。海鞘(海鞘)产生一种被称为外衣的有机外骨骼;然而,目前,对这种纤维素生物复合材料的详细结构和组成知之甚少。在此,我们通过结合传统组织学、免疫组织化学、振动光谱学、x射线衍射、原子力和电子显微镜的跨学科方法,研究了盐藻(Halocynthia roretzi)韧囊的组成和层次结构。目前的情况是,H. roretzi的外衣是纤维素和蛋白质的分层结构复合物,具有几个组成和结构不同的区域。表面是一层薄薄的硬化角质层,含有卤化氨基酸的蛋白质组成升高,并通过二酪氨酸键交联。纤维层构成了外衣的大部分,主要由有序的结晶纤维素纤维组成,蛋白质含量较低。表皮下的角质层含有较少的有组织的纤维素纤维。鉴于目前利用生物可再生纤维素资源可持续生产生物启发复合材料的努力,这些见解确立了H. roretzi束腰衣作为提取相关设计原则的令人兴奋的新原型。
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引用次数: 0
Persistent Luminescence Nanocarriers Functionalization with PD-1 Enriched Cell Membrane Enable in Vivo Tumor Targeting and Colorectal Cancer Chemo-Immunotherapy 具有PD-1富集细胞膜的持续发光纳米载体功能化实现体内肿瘤靶向和结直肠癌化学免疫治疗
Pub Date : 2020-01-01 DOI: 10.2139/ssrn.3714488
Zhi‐hao Wang, Jingmin Liu, Feier Yang, Yaozhong Hu, Huan Lv, Shuo Wang
Colorectal cancer has become one of the malignant tumors with a high rate of morbidity and mortality. Therefore, how to effectively treat colorectal cancer is crucial. Although nano delivery system has been applied to the therapy of colorectal cancer, the majority of existing nano delivery systems still have drawbacks such as low biocompatibility and poor targeting ability. In this work, programmed cell death receptor 1 (PD-1) functionalized cell membrane bioinspired nanoplatform was prepared to enhance the targeting and therapeutic effect for colorectal cancer chemo-immunotherapy. Firstly, hollow long persistence luminescence nanomaterials were synthesized with superior background-free bioimaging effect and high drug-loading content. After loaded with cisplatin, the nanoplatform was camouflaged with erythrocyte and PD-1 expressed 293T hybrid cell membrane. In vivo animal imaging experiment showed that the nano delivery system camouflaged with hybrid cell membrane not only had excellent immune escape ability, but had excellent tumor active targeting ability. In vivo anticancer experiments showed that combined chemotherapy and immunotherapy of this nano delivery system could significantly inhibit tumor growth in tumor-bearing mice. In summary, the PD-1 protein-functionalized cell membrane camouflage produced excellent immune escape ability and cancer active targeting ability, providing a new modality for biomimetic nano delivery systems.
结直肠癌已成为我国发病率和死亡率较高的恶性肿瘤之一。因此,如何有效治疗结直肠癌至关重要。虽然纳米递送系统已应用于结直肠癌的治疗,但现有的大多数纳米递送系统仍存在生物相容性低、靶向性差等缺点。本研究制备了程序性细胞死亡受体1 (PD-1)功能化的细胞膜生物激发纳米平台,以提高结直肠癌化疗免疫治疗的靶向性和治疗效果。首先,合成了具有良好的无背景生物成像效果和高载药量的空心长持久性发光纳米材料。负载顺铂后,纳米平台被红细胞和PD-1表达的293T杂交细胞膜伪装。体内动物成像实验表明,混合细胞膜伪装的纳米递送系统不仅具有良好的免疫逃逸能力,而且具有良好的肿瘤主动靶向能力。体内抗癌实验表明,该纳米递送系统联合化疗和免疫治疗可显著抑制荷瘤小鼠的肿瘤生长。综上所述,PD-1蛋白功能化的细胞膜伪装具有优异的免疫逃逸能力和肿瘤主动靶向能力,为仿生纳米递送系统提供了一种新的模式。
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引用次数: 2
Evaluation of the Antimicrobial Activity of Heat-Cure Denture Base Resin Materials Incorporated With Silver Nanoparticles 纳米银复合热固化义齿基托树脂材料的抗菌性能评价
Pub Date : 2019-11-15 DOI: 10.37983/ijdm.2019.1201
Rama Krishna Alla, Vineeth Guduri, V. Kandi, Raghavendraswamy Kn, Ritu Vyas, G. Narasimharao
Background: Poly (Methyl methacrylic acid) based materials are the most widely used for the fabrication of removable complete and partial dentures. Certain microorganisms adhere to the tissue surface of a denture base, especially on palatal region, often leading to Denture stomatitis. Numerous attempts were made to treat the denture stomatitis with various antifungal agents showing variable success rates. This may be attributed to the loss of the drug rapidly into the saliva, inhomogeneous distribution of the drug and the development of resistance to antifungal therapy. Aim: This study was done to evaluate the effect of incorporating various concentrations of silver nanoparticles on the antimicrobial activity of heat-cure denture base resin materials. Methods: Silver nanoparticles were incorporated at various concentrations (0.5, 1.0, 2.0 and 5.0 wt%) into three heat-cure denture base materials. A total of 300 disc-shaped specimens (10 × 2 mm) of heat-cure acrylic resin were made using compression molding technique which comprises 100 specimens with each denture base material. Fifty specimens from each denture base materials were allocated to each microorganism used in the study which comprises into five groups with ten specimens (n=10) for each concentration such as control, 0.5wt%, 1.0wt%, 2.0wt% and 5.0wt% concentrations of silver nanoparticles. Antimicrobial activity of control and modified specimens were evaluated using direct contact method against C albicans, and S Mutans by counting the number of colony-forming units. The data were subjected to One way ANOVA and Tukey HSD tests for statistical analyses. Results: Significant(P<0.05) differences were observed in the antimicrobial activity against C albicans and S Mutans between the control and modified groups of heat-cure denture base resin materials. Conclusion: Silver nanoparticles are the favourable materials to incorporate into denture base materials as they exhibit superior antimicrobial activity.
背景:聚甲基丙烯酸基材料是目前应用最广泛的可摘全、局部义齿材料。某些微生物附着在义齿基托的组织表面,特别是在腭区,经常导致义齿口炎。各种抗真菌药物治疗义齿口炎的成功率各不相同。这可能是由于药物迅速流失到唾液中,药物分布不均匀以及对抗真菌治疗产生耐药性。目的:研究不同浓度银纳米颗粒对热固化义齿基托树脂材料抗菌活性的影响。方法:将不同浓度的银纳米颗粒(0.5、1.0、2.0和5.0 wt%)掺入三种热固化义齿基托材料中。采用压缩成型技术制作热固化丙烯酸树脂碟形试件300个,每种基托材料各100个。每种义齿基托材料50份标本分配给研究中使用的每种微生物,分为五组,每组10份标本(n=10),分别为对照组、0.5wt%、1.0wt%、2.0wt%和5.0wt%浓度的纳米银。采用直接接触法和计数菌落形成单位法对对照和修饰标本的白色念珠菌和变形S的抑菌活性进行评价。数据采用单因素方差分析(One way ANOVA)和Tukey HSD检验进行统计分析。结果:热固化义齿基托树脂材料对照组与改性组对白色念珠菌和变形S的抑菌活性差异有统计学意义(P<0.05)。结论:纳米银具有良好的抗菌活性,是义齿基托材料的理想材料。
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引用次数: 3
Bio-inspired Seamless Vertical Handover Algorithm for Vehicular Ad Hoc Networks 基于仿生的车载Ad Hoc网络无缝垂直切换算法
Pub Date : 2019-10-31 DOI: 10.5121/ijwmn.2019.11501
Mohanad M. Abdulwahhab, M. Rasid, F. Hashim
One of the most important factors to implement VANET is by considering the variety of wireless networks available around the city as well as the vehicles traffic scenarios. However, by providing a diverse range of wireless access technologies, it is necessary to provide continuous network connectivity as well as selecting the most suitable network technology and performance. Many researchers have worked on building algorithms for selecting the best network to improve the handover process. However, with high-speed vehicles mobility, the vertical handover process became the most challenging task in order to achieve realtime network selection. This paper proposes a bio-inspired network selection algorithm influenced by insect's behaviour which combines Artificial Bee Colony (ABC) and Particle Swarm Optimization (PSO). The proposed algorithm is applied to process multi-criteria parameters to evaluate the best available network and then execute the handover process seamlessly. The results demonstrate the benefits of the proposed Multi-Criteria ABC-PSO method by reducing the handover decision delays by 25%. It gives the optimum performance in terms of network selections and reduces the handover latency by 14.5%. The proposed algorithm also reduces the number of unnecessary handovers by 48% for three different mobility scenarios based on traffic environments (highway, urban and traffic jam).
实现VANET最重要的因素之一是考虑城市周围可用的各种无线网络以及车辆交通场景。然而,通过提供多样化的无线接入技术,有必要提供连续的网络连接以及选择最合适的网络技术和性能。许多研究人员致力于构建算法来选择最佳网络以改善切换过程。然而,随着车辆的高速移动,为了实现实时网络选择,垂直切换过程成为最具挑战性的任务。结合人工蜂群算法和粒子群算法,提出了一种受昆虫行为影响的仿生网络选择算法。该算法用于处理多准则参数,以评估最佳可用网络,然后无缝地执行切换过程。结果表明,多准则ABC-PSO方法可将切换决策延迟降低25%。它在网络选择方面提供了最佳性能,并将切换延迟降低了14.5%。在基于交通环境(高速公路、城市和交通堵塞)的三种不同移动场景中,该算法还将不必要的换车次数减少了48%。
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引用次数: 2
Deep Convolutional Neural Network (CNN) for Large-Scale Images Classification 深度卷积神经网络(CNN)用于大规模图像分类
Pub Date : 2019-10-27 DOI: 10.2139/ssrn.3476258
H. Eghbali, Najmeh Hajihosseini
In the field of machine vision and image classification, many models and methods have been introduced, but explicitly, different algorithms and models of neural network based researches have acquired a great importance among image classification models. beside the applications of this science in identifying patterns, image processing, artificial intelligence, and robot control, on the other hand the different influence aspects in daily and real life is indispensable to every point of view is such as agricultural domains, weather forecasts, medical sciences, engineering and so on. The accuracy and the executive algorithm path are very important in recognition and classification result. The main objective of these architectures is to provide a model similar to the internal system of the human brain to analyze various systems based on experiences, here-at the final goal of these algorithms is the possibility to create the training flow in artificial networks, in order to provide deep learning so that the network can diagnosis like human brain. This is another aspect of the architectures and the subject of the algorithm implementation accuracy as the model ability for recognize images and act like human brain?
在机器视觉和图像分类领域,已经引入了许多模型和方法,但显然,在图像分类模型中,基于神经网络研究的不同算法和模型占有重要地位。除了在模式识别、图像处理、人工智能和机器人控制方面的应用外,另一方面,在日常和现实生活中对每个观点都不可或缺的不同影响方面是如农业领域、天气预报、医学科学、工程等。算法的准确性和执行路径对识别和分类的效果至关重要。这些架构的主要目标是提供一个类似于人脑内部系统的模型,以基于经验分析各种系统,在这里,这些算法的最终目标是在人工网络中创建训练流的可能性,以便提供深度学习,使网络可以像人脑一样进行诊断。这是架构的另一个方面和算法实现的主题准确性作为识别图像和像人类大脑一样工作的模型能力?
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引用次数: 2
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