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Semantic Web Annotation using Deep Learning with Arabic Morphology

Procedia computer Science 2019年 151卷 385-392页

作者： Saeed Albukhitan Ahmed Alnazer Tarek Helmy Information and Computer Science Department College of Computer Science & Engineering King Fahd University of Petroleum & Minerals Dhahran 31216 Mail Box 413 Saudi Arabia On leave from College of Engineering Department of Computers & Automatic Control Tanta University Egypt

In order to realize the vision of Semantic Web, which is a Web of things instead of Web of documents, there is a need to convert existing Web of documents into Semantic content that could be processed by machines. Semantic annotation tool could be used to perform this task through using common and public ontologies. Due to exponential growth and the huge size of Web sources, there is a need to have a fast and automatic Semantic annotation of Web documents. The aim of this paper is to investigate the use of word embeddings from deep learning algorithms to semantically annotate the Arabic Web documents. To enhance the performance of the Semantic annotation, we utilized the complex morphological structure of Arabic words. Moreover, evaluating the performance of the proposed framework requires selecting a set of domain ontologies with relevant and annotated related documents. The proposed framework produces Semantic annotations for these documents by using different standard output formats. The initial results show a promising performance that will support the research in the Semantic Web with respect to Arabic language.

关键词： Deep Learning Semantic Annotation Arabic Language Ontology

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Nonnegative Solutions for a Riemann-Liouville Fractional Boundary Value Problem

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Open Journal of Applied Sciences 2019年第10期9卷 749-760页

作者： Rodica Luca Alexandru Tudorache Department of Mathematics Gh. Asachi Technical University Iasi Romania Faculty of Computer Engineering and Automatic Control Gh. Asachi Technical University Iasi Romania

We investigate the existence of nonnegative solutions for a Riemann-Liouville fractional differential equation with integral terms, subject to boundary conditions which contain fractional derivatives and Riemann-Stieltjes integrals. In the proof of the main results, we use the Banach contraction mapping principle and the Krasnosel’skii fixed point theorem for the sum of two operators.

关键词： Riemann-Liouville Fractional Differential Equations Nonlocal Boundary Conditions Nonnegative Solutions Existence

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Physico-chemical and biological evaluation of doxycycline loaded into hybrid oxide-polymer layer on Ti-Mo alloy

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Bioactive Materials 2020年第3期5卷 553-563页

作者： Alicja Kazek-Kęsik Agnieszka Nosol Joanna Płonka MonikaŚmiga-Matuszowicz Sebastian Student Monika Brzychczy-Włoch Małgorzata Krok-Borkowicz Elżbieta Pamuła Wojciech Simka Faculty of Chemistry Silesian University of TechnologyB.Krzywoustego Street 644-100GliwicePoland Biotechnology Centre Silesian University of TechnologyKrzywoustego 8 Street44-100GliwicePoland Faculty of Chemistry Silesian University of TechnologyM.Strzody 9 Street44-100GliwicePoland Department of Systems Biology and Engineering Faculty of Automatic ControlElectronics and Computer ScienceSilesian University of TechnologyAkademicka 16 Street44-100GliwicePoland Department of Microbiology Jagiellonian University Medical CollegeCzysta 18 Street31-121KrakowPoland Faculty of Materials Science and Ceramics AGH University of Science and TechnologyMickiewicza Av.3030-059KrakowPoland

Oxide-polymer coatings were formed on the surface of the vanadium-free Ti–15Mo titanium *** Ti alloy surface was modified by the plasma electrolytic oxidation process,and then,the polymer layer of a poly(D,Llactide-co-glycolide)with doxycycline was *** polymer evenly covered the porous oxide layer and filled some of the ***,the microstructure of the polymer surface was completely different from that of the PEO *** surface morphology,roughness and microstructure of the polymer layer were examined by scanning electron microscopy(SEM)and a confocal *** results confirmed the effectiveness of polymer and doxycycline deposition in their stable chemical *** drug analysis was performed by highperformance liquid *** 1H NMR technique was used to monitor the course of hydrolytic degradation of *** was shown that the PLGA layer is hydrolysed within a few weeks,and the polyglycolidyl part of the copolymer is hydrolysed to glycolic acid as first and much faster than the polylactide one to lactic *** paper presents influence of different microstructures on the biological properties of modified titanium *** and bacterial adhesion tests were evaluated using osteoblast-like MG-63 cells and using the reference *** and *** *** results showed that the optimum concentration of doxycycline was found to inhibit the growth of the bacteria and that the layer is still cytocompatible.

关键词： Biomaterials Titanium alloy Plasma electrolytic oxidation Oxide-polymer hybrid coatings Doxycycline

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Antibacterial and cytocompatible coatings based on poly(adipic anhydride) for a Ti alloy surface

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Bioactive Materials 2020年第3期5卷 709-720页

作者： Katarzyna Leśniak-Ziółkowska MonikaŚmiga-Matuszowicz Agata Blacha-Grzechnik Sebastian Student Monika Brzychczy-Włoch Małgorzata Krok-Borkowicz Elżbieta Pamuła Wojciech Simka Alicja Kazek-Kęsik Faculty of Chemistry Silesian University of TechnologyB.Krzywoustego Street 644-100GliwicePoland Faculty of Chemistry Silesian University of TechnologyM.Strzody 9 Street44-100GliwicePoland Biotechnology Centre Silesian University of TechnologyB.Krzywoustego 8 Street44-100GliwicePoland Department of Systems Biology and Engineering Faculty of Automatic ControlElectronics and Computer ScienceSilesian University of TechnologyAkademicka 16 Street44-100GliwicePoland Department of Microbiology Jagiellonian University Medical CollegeCzysta 18 Street31-121KrakowPoland Faculty of Materials Science and Ceramics AGH University of Science and TechnologyMickiewicza Av.3030-059KrakowPoland

This paper describes a formation of hybrid coatings on a Ti-2Ta-3Zr-36Nb *** is accomplished by plasma electrolytic oxidation and a dip-coating technique with poly(adipic anhydride)((C6H8O3)n)that is loaded with drugs:amoxicillin(C16H19N3O5S),cefazolin(C14H14N8O4S3)or vancomycin(C66H75Cl2N9O24·xHCl).The characteristic microstructure of the polymer was evaluated using scanning electron microscopy and confocal *** on the surface treatment,the surface roughness varied(between 1.53μm and 2.06μm),and the wettability was change with the over of time.X-ray photoelectron spectroscopy analysis showed that the oxide layer did not affect the polymer layer or loaded ***,the drugs lose their stability in a phosphate-buffered saline solution after 6.5 h of exposure,and its decrease was greater than 7%(HPLC analysis).The stability,drug release and concentration of the drug loaded into the material were precisely analyzed by high-performance liquid *** results correlated with the degradation of the polymer in which the addition of drugs caused the percent of degraded polymer to be between 35.5%and 49.4%after 1 h of material immersion,depending on the mass of the loaded drug and various biological responses that were ***,all of the coatings were cytocompatible with MG-63 osteoblast-like *** drug concentrations released from the coatings were sufficient to inhibit adhesion of reference and clinical bacterial strains(***).The coatings with amoxicillin showed the best results in the bacterial inhibition zone,whereas coatings with cefazolin inhibited adhesion of the above bacteria on the surface.

关键词： Titanium alloy poly(adipic anhydride) Antibacterial coatings Cytocompatible Dental implants

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LoRA based, low power remote monitoring and control solution for Industry 4.0 factories and facilities

LoRA based, low power remote monitoring and control solution...

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Roedunet International Conference (RoEduNet)

作者： George-Cristian Pătru Dumitru-Cristian Trancă Ciprian-Marian Costea Daniel Rosner Răzvan-Victor Rughiniş Computer Science and Engineering Department University POLITEHNICA of Bucharest Bucharest Romania Faculty of Automatic Control and Computer Science University POLITEHNICA of Bucharest Bucharest Romania

Over the years, industrial automation has repeatedly been impacted by the continuous and tremendous evolution in the fields of computer systems, electronics and data transmission. Industry 4.0, the current wave of the industrial revolution- dubbed the data revolution -, integrates these advances in communication and computational systems with the Internet, resulting in a paradigm shift towards the (Industrial) Internet of Things. Automation systems and remote data acquisition systems evolved over the last years from classic solutions based on wired infrastructure to modern, flexible solutions bringing together wireless communications, battery powered devices and wireless sensors networks. In this paper we first define the main problems encountered in modern wireless automation systems - small distance limitations of wireless communication solutions, weak security or complete lack of security in data transmission, and high energy consumption of battery powered remote data acquisition systems. In order to address these limitations, we propose, implement, trial-run and benchmark a novel low power LoRa-based flexible hardware architecture for use in industrial remote monitoring and control. We obtain a LoS capability above 3km and a calculated autonomy of about 10 years, exceeding the capabilities of current State of the Art solutions.

关键词： Sensors Hardware Batteries Wireless sensor networks Power demand Protocols Industries

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On second-order cone positive systems

arXiv

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arXiv 2019年

作者： Grussler, Christian Rantzer, Anders Department of Electrical Engineering and Computer Sciences Uc Berkeley BerkeleyCA United States Department of Automatic Control Lund University Lund Sweden

MSC Codes 49N35, 93B30, 93B15, 93B55, 93B52, 49N05Internal positivity offers a computationally cheap certificate for external (input-output) positivity of a linear time-invariant system. However, the drawback with this certificate lies in its realization dependency. Firstly, computing such a realization requires to find a polyhedral cone with a potentially high number of extremal generators that lifts the dimension of the state-space representation, significantly. Secondly, not all externally positive systems posses an internally positive realization. Thirdly, in many typical applications such as controller design, system identification and model order reduction, internal positivity is not preserved. To overcome these drawbacks, we present a tractable sufficient certificate of external positivity based on second-order cones. This certificate does not require any special state-space realization: If it succeeds with a possibly non-minimal realization, then it will do so with any minimal realization. While there exist systems where this certificate is also necessary, we also demonstrate how to construct systems, where both second-order and polyhedral cones as well as other certificates fail. Nonetheless, in contrast to other realization independent certificates, the present one appears to be favourable in terms of applicability and conservatism. Three applications are representatively discussed to underline its potential. We show how the certificate can be used to find externally positive approximations of nearly externally positive systems and demonstrated that this may help to reduce system identification errors. The same algorithm is used then to design state-feedback controllers that provide closed-loop external positivity, a common approach to avoid over- A nd undershooting of the step response. Lastly, we present modifications to generalized balanced truncation such that external positivity is preserved for those systems, where our certificate applies. Copyright

关键词： State space methods

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Foreword

Lecture Notes in Electrical Engineering

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Lecture Notes in Electrical engineering 2020年 554卷 v-vi页

作者： Zelinka, Ivan Brandstetter, Pavel Dao, Tran Trong Duy, Vo Hoang Kim, Sang Bong Department of Computer Science Faculty of Electrical Engineering VŠB-TUO Poruba Ostrava Czech Republic Department of Electronics Faculty of Electrical Engineering VŠB-TUO Ostrava Czech Republic International Cooperation Research and Training Institute Ton Duc Thang University Ho Chi Minh Viet Nam Department of Automatic Control Ton Duc Thang University Ho Chi Minh City Viet Nam Department of Mechanical Design Engineering Pukyong National University Busan Korea Republic of

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Synchronization of Kuramoto Oscillators in a Bidirectional Frequency-Dependent Tree Network 57

Synchronization of Kuramoto Oscillators in a Bidirectional F...

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57th IEEE Conference on Decision and control, CDC 2018

作者： Jafarian, Matin Yi, Xinlei Pirani, Mohammad Sandberg, Henrik Henrik Johansson, Karl Automatic Control Department School of Electrical Engineering and Computer Science KTH Royal Institute of Technology Stockholm Sweden

ISBN: (纸本)9781538613955

This paper studies the synchronization of a finite number of Kuramoto oscillators in a frequency-dependent bidirectional tree network. We assume that the coupling strength of each link in each direction is equal to the product of a common coefficient and the exogenous frequency of its corresponding source oscillator. We derive a sufficient condition for the common coupling strength in order to guarantee frequency synchronization in tree networks. Moreover, we discuss the dependency of the obtained bound on both the graph structure and the way that exogenous frequencies are distributed. Further, we present an application of the obtained result by means of an event-triggered algorithm for achieving frequency synchronization in a star network assuming that the common coupling coefficient is given. © 2018 IEEE.

关键词： Synchronization

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Fuzzy queries on relational databases

Fuzzy queries on relational databases

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2018 International Interdisciplinary PhD Workshop, IIPhDW 2018

作者： Nowakowski, Grzegorz Cracow University of Technology Department of Automatic Control and Information Technology Faculty of Electrical and Computer Engineering Cracow Poland

ISBN: (纸本)9781538661437

This article presents various forms of fuzzy queries, a detailed analysis of these queries and their conversion into standard SQL queries by means of Oracle 11g XE. A qualitative and quantitative study about the use of fuzzy queries on relational databases has been included in this article, as well. Given that fuzzy queries arrange results according to the degree in which they meet the conditions of the query, it is easier to analyze the results and the risk of obtaining an empty result is reduced thanks to an extended interpretation of the conditions of the query. The provided examples of conversion of fuzzy queries into standard SQL queries by means of Oracle 11g XE point to easy to implement methods of obtaining fuzzy information from the database, and thereby expand its functionality. © 2018 IEEE.

关键词： Fuzzy logic

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Comparison of the Effectiveness of Various Structures of Regulators for controlling an Object of the Sixth Order

Comparison of the Effectiveness of Various Structures of Reg...

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2019 International Multi-Conference on engineering, computer and Information Sciences, SIBIRCON 2019

作者： Zhmud, Vadim Dimitrov, Lubomir Nosek, Jaroslav Roth, Hubert Novosibirsk State Technical University Dept. of Automation Novosibirsk Russia Technical University of Sofia Sofia Bulgaria Technical University of Liberec Faculty of Mechatronics Computer Science and Interdisciplinary Research Liberec Czech Republic University of Siegen Department of Automatic Control Engineering Siegen Germany Germany

ISBN: (纸本)9781728144016

Object control requires the calculation of a regulator. One of the most effective methods for calculating the regulator is the method of numerical optimization of the regulator. This paper discusses the solution of the problem of controlling a linear object of the sixth order, the parameters of which are such that this high order significantly and negatively affects the possibilities of successfully managing this object. Using the traditional approach to the design problem of the controller (regulator) allows us to formally solve the problem;however, the result of this solution is not satisfactory. The use of additional derivation does not give any noticeable improvement. A solution to this problem is proposed by using pseudo-local feedback, moreover, this connection is supposedly most effective if it covers one of two identical links in the object model. This allows for a smoother attenuation of the frequency response of the object in the region where the action of these two links begins to affect. For pseudo-local communication, an additional PID controller is used, the coefficients of which are also determined by the method of numerical optimization. The optimization result allows us to conclude that the presence of an integral element in this controller is optional. The calculation result of such a composite controller meets the most stringent requirements for the quality of control, since in such a system the speed is increased at least twice, the oscillations, which were about 10% in amplitude, are completely eliminated, the robustness of the system is ensured, which is verified by changing all the controller coefficients by 5% up and down, and also by changing the time constant of the element of the pseudolocal loop by 10% up and down, changes in the transition process of the system in this case remain are acceptable. © 2019 IEEE.

关键词： Feedback

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