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Proceedings of MOL2NET 2018, International Conference on Multidisciplinary Sciences, 4th edition最新文献

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A brief review of multi-objective optimization proposals that interactively incorporate preferences. 一个简短的回顾多目标优化建议,交互式地纳入偏好。
Mercedes Perez-Villafuerte, L. Cruz-Reyes, Nelson Rangel-Valdez, Claudia Gómez-Santillán, H. Fraire-Huacuja, M. L. Morales-Rodríguez
The problems in which there is a conflict between objectives naturally occur in the real world, in which the presence of a decision maker also intervenes. The multi-objective problem solving has been approached through many multi-objective optimization algorithms. There are a large number of algorithms available for solving these types of problems, mainly for problems of two or three objectives, but in the real world, the number of conflicting objectives is large scale. These algorithms provide a large number of solutions to the decision-maker but, even though all are good and efficient solutions under the Pareto dominance paradigm (efficient solutions known as Non-dominated), this does not fully solve the problem, because this large number of solutions found can overwhelm the decision maker at the moment of selecting what he considers best for him. This is why there is an emerging area in multi-objective optimization, in which the preferences of decision-makers are incorporated, but these can be done at different times in the optimization process: a priori, a posteriori and interactively. The authors have addressed various mechanisms for the articulation of preferences, for example, statistical methods, reference points, weights, to name just a few. In the review, it is found that the use of reference points is the most used method currently. In this paper, we present a review of some outstanding works that approach the obtaining and incorporation of preferences of the decision maker in the process of multiobjective optimization, but in an interactive way. One of the of the revised algorithms and that has generated the most interest in the group of collaborators is InDM2 (Nebro et al., 2018), which combines multi-objective dynamic optimization, multicriteria decision making and interactivity using the visualization of the approximate regions of interest in optimization time; the preferences are expressed through reference points that can be changed at the disposal of the DM during the execution time. Given the limitation of the visualization of conflicting objectives, the problems solved by this metaheuristic are limited to bi-objective problems. In addition to the review of other algorithms, the proposal in which we are currently working is presented, an interactive proposal for multiobjective optimization for large-scale problems. This proposal is based on the elicitation of the preferences of the decision maker through reference sets that are transformed to parameters that are used during the search using a preferential model based on outranking. Currently, this proposal has been analyzed through the solution of the Project Portfolio Problem and the decision maker's satisfaction evaluation has been implemented through the introduction of preferential profiles, which are an emulated representation of a real decision maker. To our knowledge, since there is no general definition that associates the mechanisms of incorporation of preferences
目标之间存在冲突的问题自然会出现在现实世界中,其中决策者的存在也会进行干预。通过许多多目标优化算法来解决多目标问题。有大量的算法可用于解决这类问题,主要是针对两个或三个目标的问题,但在现实世界中,冲突目标的数量是大规模的。这些算法为决策者提供了大量的解决方案,但是,即使在帕累托优势范式下,所有的解决方案都是好的和有效的(有效的解决方案被称为非主导的),这并不能完全解决问题,因为这些大量的解决方案在选择他认为最适合他的时候会压倒决策者。这就是为什么在多目标优化中出现了一个新兴领域,其中决策者的偏好被纳入其中,但这些可以在优化过程中的不同时间完成:先验,后验和交互。作者讨论了表达偏好的各种机制,例如,统计方法、参考点、权重等。在回顾中发现,参考点的使用是目前使用最多的方法。本文综述了在多目标优化过程中以交互方式获取和整合决策者偏好的一些杰出研究成果。修订后的算法之一是InDM2 (Nebro等人,2018),它结合了多目标动态优化、多标准决策和交互性,使用了优化时间内感兴趣的近似区域的可视化;首选项是通过参考点表示的,DM在执行期间可以随意更改这些参考点。考虑到冲突目标可视化的局限性,这种元启发式算法所解决的问题仅限于双目标问题。除了对其他算法的回顾之外,还提出了我们目前正在研究的方案,一个用于大规模问题的多目标优化的交互式方案。这个建议是基于通过参考集来激发决策者的偏好,这些参考集被转换为参数,在使用基于超越排序的偏好模型的搜索过程中使用。目前,该方案通过解决项目组合问题进行分析,并通过引入优先配置文件来实现决策者满意度评价,优先配置文件是真实决策者的模拟表示。据我们所知,由于没有将偏好结合机制与感兴趣区域联系起来的一般定义,因此希望开发一种程序,可以使用文献中使用的相同算法中使用的某些偏好结合方法来比较偏好概况的满意度。
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引用次数: 0
MOLECULAR MODELING OF NUCLEOTIDE DERIVATIVES OF 2.5-DIHYDROFURAN-2,5-DIOL FOR EVALUATION OF POTENTIAL ANTITUBERCULAR ACTIVITY 2.5-二氢呋喃-2,5-二醇核苷酸衍生物的分子模拟及其潜在抗结核活性评价
A. Monteiro, M. Scotti, L. Scotti
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引用次数: 0
A new simplex machine learning approach for analysis of structural chemical diversification processes. Comparison with other molecular modeling methods. 结构化学多样化过程分析的一种新的单纯形机器学习方法。与其他分子建模方法的比较。
N. Semmar, A. Sarraj-Laabidi, A. Hammami-Semmar
Graphical Abstract Abstract. Metabolism represents highly organized system characterized by strong regulations satisfying the mass conservation principle. In this work, a new simplex-based simulation approach was developed to learn scaffold information on metabolic processes controlling molecular diversity from a wide set of observed chemical structures. This approach is based on iterative in silico combinations of molecular profiles using Scheffé’s mixture design. It was illustrated by cycloartane-based saponins of Astragalus genus containing one, two or three ramification chains with variable relative glycosylation levels. Competing and sequential glycosylation processes of different carbons were highlighted by the machine-learning simplex method. Comparisons between this simplex approach and other molecular modeling approaches were made to highlight advantages and limits of the new one.
图形抽象抽象。代谢是一种高度组织化的系统,具有满足质量守恒原理的强调节特性。在这项工作中,研究人员开发了一种新的基于simplex的模拟方法,从一系列观察到的化学结构中了解控制分子多样性的代谢过程的支架信息。这种方法是基于迭代的分子剖面的硅组合使用谢弗斯的混合物设计。黄芪属的环artan基皂苷含有一个、两个或三个不同相对糖基化水平的分支链。机器学习单纯形法突出了不同碳的竞争性和顺序性糖基化过程。将该方法与其他分子建模方法进行了比较,突出了新方法的优点和局限性。
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引用次数: 0
Evaluation of the noise pollution of the Cevallos avenue, Ambato city, Ecuador, for the determination of critical points of affectation in the place, and to provide information that allows the generation of preventive and corrective measures to the problem 评估厄瓜多尔安巴托市Cevallos大道的噪音污染,以确定该地方的影响关键点,并提供信息,以便对问题产生预防和纠正措施
Pedro Peñafiel, Karem Cazares, Daniela Marizande
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引用次数: 0
A new procedure for the Antioxidant capacity dpph assessment in small samples. 小样本抗氧化能力dpph评估的新方法。
M. Gombert, Alvaro Carrasco Garcia, J. Luna, P. C. Franch
The antioxidant capacity of a substance is its ability to prevent or slow down oxidation. This reaction is a transfer of electrons. The molecule catching electrons is the oxidative agent and the molecule giving electrons is the reducing agent. Oxidative stress is toxic for the cells, and it can be limited by different pathways: the inhibition of enzymes responsible of the production of oxidative species, the synthesis, activation or stabilization of antioxidant enzymes, and finally by direct scavenging of radical species. In living organisms, especially in association to the respiration process, free radicals are commonly produced. Antioxidant are naturally present to prevent damages, and therefore the antioxidant capacity of a substance is a key element to evaluate. Several methods can be employed to assess total antioxidant capacity in a liquid, one of the most famous requires the use of Di-phenyl-picryl-hydrazyl (DPPH). Brand & Williams developed in 1995 the method of assessment of antioxidant capacity based on the color change of DPPH according to its oxidation status. The oxidized DPPH is a radical, with dark purple color and in contact with antioxidant species, it is reduced and turns to yellow-green color. The amount of oxidized DPPH can be quantified at 517nm spectrophotometrically. Using a known dose of antioxidant molecule, such as Trolox, a standard curve of antioxidant can be built. The antioxidant capacity of any sample can be assessed measuring the oxidized DPPH, in Trolox equivalents. The main limitation of this method are (i) the important volume of sample required and (ii) the interference of molecules of fat present in biological fluids. A new protocol with adaptations has been developed in order to obtain efficient and reproducible antioxidant capacity measurement in very small biological samples, with a required volume 20 times smaller than in the original method. We used it for antioxidant determination of colostrum, which available quantity is very limited, and contains fat. We insist on the importance of the sonication of DPPH prior to use to obtain a good solubility of the product. We added a complementary centrifugation to get rid of the interferences caused by fat, and on the measurement of absorbance at 517 nm with a nanodrop, so that the volume required is importantly reduced. This technique could be used for the following purpose: antioxidant capacity assessment in small samples such breast milk and colostrum, but it could also be applied to the industry to assess the antioxidant capacity of dairy products, using reduced volumes. Finally, for medical use, this technique could be adopted to assess antioxidant capacity in body fluids which sample volume is very limited, such as tears for example, which determination was impossible with the previous method.
物质的抗氧化能力是指它防止或减缓氧化的能力。这个反应是电子的转移。捕获电子的分子是氧化剂,给出电子的分子是还原剂。氧化应激对细胞是有毒的,它可以通过不同的途径受到限制:抑制负责氧化物质产生的酶,合成、激活或稳定抗氧化酶,最后直接清除自由基。在生物体中,特别是在呼吸过程中,自由基通常会产生。抗氧化剂是自然存在的,以防止损害,因此抗氧化能力的物质是一个关键因素来评估。有几种方法可以用来评估液体中的总抗氧化能力,其中最著名的一种需要使用二苯基-苦基-肼(DPPH)。Brand & Williams于1995年开发了基于DPPH根据氧化状态的颜色变化来评估抗氧化能力的方法。氧化后的DPPH为自由基,呈深紫色,与抗氧化物质接触后被还原为黄绿色。在517nm分光光度下可测定氧化DPPH的量。使用已知剂量的抗氧化剂分子,如Trolox,可以建立抗氧化剂的标准曲线。任何样品的抗氧化能力可以评估测量氧化DPPH,在Trolox当量。这种方法的主要限制是(i)需要大量的样品和(ii)存在于生物液体中的脂肪分子的干扰。为了在非常小的生物样品中获得高效和可重复的抗氧化能力测量,已经开发了一种具有适应性的新方案,所需体积比原始方法小20倍。我们用它来测定初乳的抗氧化性,因为初乳的可用量非常有限,而且含有脂肪。我们坚持在使用前对DPPH进行超声处理的重要性,以获得产品的良好溶解度。我们增加了补充离心,以消除脂肪造成的干扰,并在517 nm处用纳米滴测量吸光度,使所需体积大大减少。该技术可用于以下目的:在母乳和初乳等小样本中评估抗氧化能力,但也可应用于工业中,以减少体积来评估乳制品的抗氧化能力。最后,对于医疗用途,该技术可用于评估样品体积非常有限的体液中的抗氧化能力,例如泪液,用以前的方法无法测定。
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引用次数: 0
Web Application for Real Time Data Visualization of Heat Sensor 热传感器实时数据可视化Web应用
Bernabé Ortega-Tenezaca, Viviana F Quevedo-Tumailli, Víctor Cerda Mejía, Octavio Guijarro Rubí, Estela Guardado Yordi, A. Martínez
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引用次数: 1
Study of acute toxicity of an aqueous abstract obtained from the flowers of Kigelia africana in Balb/c mice 非洲桂花水提物对Balb/c小鼠急性毒性的研究
Liset Alvaré Morfa, Jorge Pérez Donato, Enoel Hernández Barreto, Sergio Sifontes Rodríguez
: Kigelia africana is used in traditional medicine and toxicological effects of the different extracts of the fruit, bark of the stem and leaf but not of its flowers have been reported, so the present investigation aims to determine the toxic potential of the aqueous extract obtained from the flowers of Kigelia africana by the acute toxic class method in Balb/c mice. An aqueous extract of the flowers was obtained, which was administered orally at a single dose of 50, 500 and 2000 mg/kg and three Balb/c mice of different sexes were used in each level. With the administration of 50 and 500 mg/kg doses, 100% survival was obtained, the daily systematic observations, the macroscopic analysis of the organs and their body weight showed no evidence of any sign of toxicity unlike the doses of 2000 mg/kg where the deaths were observed in 48 hours being the main clinical symptoms depression of the central nervous system and polyuria marked with signs and symptoms of dehydration. The product can be classified in category
:非洲桂花是一种传统的药用植物,其果实、茎皮和叶的不同提取物的毒理学作用已有报道,而其花的毒理学作用未见报道,因此本研究旨在通过急性毒性分级法确定非洲桂花水提取物对Balb/c小鼠的毒性潜势。获得花的水提物,分别以50、500和2000 mg/kg的单剂量口服,每个剂量用3只不同性别的Balb/c小鼠。施用50和500 mg/kg剂量时,获得100%的存活率,每日系统观察,器官和体重的宏观分析显示没有任何毒性迹象,不像2000 mg/kg剂量时,在48小时内观察到死亡,主要临床症状是中枢神经系统抑郁和多尿,伴有脱水的体征和症状。产品可以按品类进行分类
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引用次数: 0
Fatiguing Data to Protect against Cyber Security Extortions: A counter-intelligence methodology 防止网络安全勒索的疲劳数据:一种反情报方法
A. Vincent
"Now and recently, confab is less about preventing and stopping an attack, threat or exposure, and more about how swiftly you can detect that an attack is happening." There's a growing demand for security information and event management (SIEM) technologies and services, which gather and analyse security event big data that is used to manage threats. Big data offers the ability to analyse immense numbers of potential security events and make connections between them to create a prioritized list of threats. With big data, distinct data can be connected, which allows cyber security professionals to take a proactive approach that prevents attacks. Advanced Persistent Threats (APTs) are also used to find and identify where threats are coming from. Integrated security architecture and power of automated information collection and sharing between many security systems, called “Counter-intelligence” to solve the strategic short comings. “Counter intelligence” translates to new security product architecture into a data collection backbone feeding a centralized repository used to correlate security anomalies from, across multiple systems. This paper illustrates the new counter intelligence approach to defend against future cyber security threats by applying modern risk analysis and mitigation methods to protect users’ private data from big data.
“现在和最近,confble不再是关于预防和阻止攻击、威胁或暴露,而是关于你能多快地发现攻击正在发生。”对安全信息和事件管理(SIEM)技术和服务的需求不断增长,这些技术和服务收集和分析用于管理威胁的安全事件大数据。大数据提供了分析大量潜在安全事件的能力,并在它们之间建立联系,以创建威胁的优先级列表。有了大数据,不同的数据可以连接起来,这使得网络安全专业人员能够采取主动的方法来防止攻击。高级持续性威胁(apt)还用于查找和识别威胁的来源。集成的安全体系结构和强大的自动信息收集与共享功能在多个安全系统之间实现,称为“反情报”解决战略短板。“反智能”将新的安全产品架构转换为数据收集主干,为用于关联来自多个系统的安全异常的集中存储库提供数据。本文阐述了新的反情报方法,通过应用现代风险分析和缓解方法来保护用户的私人数据免受大数据的影响,以防御未来的网络安全威胁。
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引用次数: 0
The role of Biomedical Infromatics in Exposome research 生物医学信息学在暴露研究中的作用
G. López-Campos, Enrique Calderin
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引用次数: 0
From In Vitro to In Cellulo: Evaluation of Anti-TNFα Activity of a New Series of Small Molecules 从体外到细胞内:一系列新的小分子抗tnf α活性的评价
Aïda Mascret, Hadley Mouhsine, D. Cabrera, C. Ricco, M. S. Veitía, M. Port, J. Zagury
The Tumor Necrosis Factor alpha (TNFa) is a relevant clinical target for the treatment of chronic inflammatory diseases as rheumatoid arthritis or Crohn’s disease. Anti-TNFa biotherapies are used for the treatment of these diseases. They considerably improve patient living conditions but they are not without drawbacks. They cause side effects like accrue risk of infection, some patient develop resistance to these biotherapies and they are expensive. Small molecules inhibitors of TNFa would present fewer disadvantages than existing biotherapies, less side effects, no resistance, oral administration and would probably lead to less expensive treatments. Today only few small molecules are known as direct inhibitors of TNFa, SPD304 was the first small molecule described by He et al in 2005. None of these molecules showed both an efficient activity and a low toxicity, necessary to yield them into clinical trial.The Laboratory GBA of Cnam has set-up a program aiming at finding new small molecules inhibitors of TNFa. A preview in silico docking study led to the identification of potential anti-TNFa molecules. Based on the docking results, new small molecules have been designed, synthetized and biologically evaluated.Herein we describe the biological evaluation of a series of thirty new synthetized compounds for their capacity to inhibit the TNFa. These molecules were evaluated in vitro using two different immuno-assays (binding and shifting) and cell tests on two different cell lines.
肿瘤坏死因子α (TNFa)是治疗慢性炎症性疾病如类风湿关节炎或克罗恩病的相关临床靶点。抗tnfa生物疗法用于治疗这些疾病。它们大大改善了病人的生活条件,但也不是没有缺点。它们会产生副作用,比如增加感染的风险,一些患者会对这些生物疗法产生耐药性,而且它们很昂贵。与现有的生物疗法相比,TNFa的小分子抑制剂的缺点更少,副作用更小,没有耐药性,口服给药,并且可能导致更便宜的治疗。目前已知的TNFa直接抑制剂小分子很少,SPD304是He等人在2005年描述的第一个小分子。这些分子都没有显示出有效的活性和低毒性,这是使它们进入临床试验所必需的。Cnam的GBA实验室已经建立了一个旨在寻找新的小分子TNFa抑制剂的项目。在硅对接研究预览导致鉴定潜在的抗tnfa分子。在对接结果的基础上,设计、合成了新的小分子并进行了生物学评价。在这里,我们描述了一系列的30个新合成的化合物的生物学评价其抑制TNFa的能力。这些分子在体外使用两种不同的免疫测定法(结合和转移)和两种不同细胞系的细胞试验进行评估。
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引用次数: 0
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Proceedings of MOL2NET 2018, International Conference on Multidisciplinary Sciences, 4th edition
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