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检索条件"机构=Programming Technology Department"

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Forecasting and modeling on average rainwater and vapor pressure in Chelyabinsk Russia using deep learning models

Forecasting and modeling on average rainwater and vapor pres...

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6th Smart Cities Symposium (SCS 2022)

作者： M. Abotaleb T. Makarovskikh A. Ali Subhi H. Alkattan A.O. Adebayo Department of System Programming South Ural State University Chelyabinsk Russia University of Diyala Diyala Iraq Information Communication and Technology Department Lagos State University Lagos Nigeria

Machine learning technique is full-fledged as a boosting sector to develop modeling and forecasting of complex time series observations in the present environment. This study made an attempt to inspect the future performance of rainfall data and vapor in Chelyabinsk by using a machine learning technique. The data series is divided into a training set (60%) and a test set (40%) for model developing a validation purpose. We further developed deep learning models such as, LSTM, BILSTM, GRU and compared on the basis of ME, RMSE, MAE, MPE, MAPE, ACF1 on the training data set. For testing data set, we compared these deep learning models based on RMSE. LSTM model acts as a superior machine learning model over BILSTM and GRU in this data series. Forecasting performance of these three models significantly at par. This finding may be significant to build a strong literature of the Chelyabinsk weather's forecast, which can be helpful for policy makers and researchers. Also, we strongly believe that, this work could be used as a literature adaptation of machine learning technique for complex time series over statistical models.

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Functional entropy and decision trees

Functional entropy and decision trees

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International Symposium on Multiple-Valued Logic

作者： V. Cheushev D.A. Simovici V. Shmerko S. Yanushkevich Department of Programming Technology State University Minsk Belarus Institute of Computer Science Technical University Szczecin Poland Department of Mathematics and ComputerScience University of Massachusetts Boston Boston MA USA

We introduce a technique to compute several information estimations for Boolean and multivalued functions. Special features of these estimations for completely and incompletely specified logic functions, including symmetric logic functions are investigated. Finally, we give an algorithm for determining various information measures for logical functions based on decision trees.

关键词： Entropy Decision trees Logic functions Boolean functions Computer science Logic design Minimization Mathematical programming Mathematics Estimation theory

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Using definite clauses and integrity constraints as the basis for a theory formation approach to diagnostic reasoning 3rd

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3rd International Conference on Logic programming, ICLP 1986

作者： Goebel, Randy Furukawa, Koichi Poole, David Logic Programming and AI Group Department of Computer Science University of Waterloo WaterlooN2L 3GI Canada First Research Laboratory Inst. for New Generation Computer Technology 21F Mita Kokusai Bldg Minato-ku Tokyo108 Japan

ISBN: (纸本)9783540164920

If one desires that an automatic theory formation program detect inconsistency in a set of hypotheses, the Horn clause logic of Prolog is unsuitable as no contradiction is derivable. Full first order logic provides a suitably expressive alternative, but then requires a full first order theorem-prover as the basic theory construction mechanism. Here we present an alternative for augmenting definite clauses with the power to express potentially inconsistent scientific theories. The alternative is based on a partitioning of definite clauses into two categories: ordinary assertions, and integrity constraints. This classification provides the basis for a simple theory formation program. We here describe such a theory formation system based on Prolog, and show how it provides an interesting reformulation of rule-based diagnosis systems like MYCIN. © 1986, Springer-Verlag.

关键词： PROLOG (programming language)

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Couette-Poiseuille flow based non-linear flow over a square cylinder near plane wall

Couette-Poiseuille flow based non-linear flow over a square ...

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作者： Bhatt, Rajesh Maiti, Dilip K. Alam, Md. Mahbub Rehman, S. Institute for Turbulence-Noise-Vibration Interaction and Control Shenzhen Graduate School Harbin Institute of Technology Shenzhen China Department of Applied Mathematics with Oceanology and Computer Programming Vidyasagar University Midnapur721102 India Center for Engineering Research Research Institute King Fahd University of Petroleum and Minerals Dhahran31261 Saudi Arabia

A numerical study on the flow over a square cylinder in the vicinity of a wall is conducted for different Couette-Poiseuille-based non-uniform flow with the non-dimensional pressure gradient P varying from 0 to 5. The nondimensional gap ratio L (=H /a ) is changed from 0.1 to 2, where H is gap height between the cylinder and wall, and a is the cylinder width. The governing equations are solved numerically through finite volume method based on SIMPLE algorithm on a staggered grid system. Both P and L have a substantial influence on the flow structure, time-mean drag coefficient CD, fluctuating (rms) lift coefficient (C′L), and Strouhal number St. The changes in P and L leads to four distinct flow regimes (I, II, III and IV). Following the flow structure change, the CD , C′L, and St all vary greatly with the change in L and/or P. The CD and C′L both grow with increasing P and/or L. The St increases with P for a given L, being less sensitive to L for a smaller P ( 2). A strong relationship is observed between the flow regimes and the values of CD , CL and St. An increase in P affects the pressure distribution more on the top surface than on bottom surface while an increase in L does the opposite. © 2018 Techno-Press, Ltd.

关键词： Flow structure

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Optimal control strategy for a wind power hybrid energy storage system considering output power amendment

Optimal control strategy for a wind power hybrid energy stor...

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作者： Wu, Guannan Xu, Jianyuan Xu, Jun Song, Yi Yu, Gaole Wang, Yuxiao Kong, Xiangguo School of Electrical Engineering Shenyang University of Technology Shenyang110870 China Programming and Appraisal Center State Grid Liaoning Economic Research Institute Shenyang110015 China Quality Supervision Department State Grid Materials Co. Ltd. Beijing100120 China

Aiming at meeting the requirement of balancing the fluctuating wind power, this study proposed an optimal control strategy for wind power hybrid energy storage system considering output power amendment. Firstly, fluctuant wind power is decomposed into low-frequency, sub-high frequency and high-frequency components. Low-frequency part is used as the expected value of wind power integration. Sub-high frequency and high-frequency components are used as the target value of output power of storage batteries and ultra-capacitor energy storage system. Secondly, a double power amendment is proposed. In the first-time power amendment, the amendment coefficient is calculated by fuzzy controller whose inputs are the target value of power and state of charge (SOC) of the energy storage system. On the other hand, complement of batteries and super-capacitors are utilised in the second amendment. Through simulation analysis, it can be indicated that the configuration of the hybrid energy storage system and the control system design are feasible. This system can be widely used in wind farm, undertaking the task of balancing the fluctuating wind power. © 2019 Institution of Engineering and *** right reserved.

关键词： Wind power

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High-throughput screening of cell-surface topographic interactions

High-throughput screening of cell-surface topographic intera...

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14th International Conference on Miniaturized Systems for Chemistry and Life Sciences 2010, MicroTAS 2010

作者： Unadkat, Hemant V. Hulsman, Marc Cornelissen, Kamiel Papenburg, Bernke Truckenmüller, Roman K. Post, Gerhard F. Uetz, Marc Reinders, Marcel J.T. Stamatialis, Dimitrios Van Blitterswijk, Clemens De Boer, Jan MIRA Research Institute Department of Tissue Regeneration University of Twente Postbus 217 7500 AE Enschede Netherlands Discrete Mathematics and Mathematical Programming University of Twente Postbus 217 7500 AE Enschede Netherlands Membrane Science and Technology Group University of Twente Postbus 217 7500 AE Enschede Netherlands Delft Bioinformatics Lab. Delft University of Technology Mekelweg 4 Delft Netherlands

ISBN: (纸本)9781618390622

High throughput biomaterials screening largely remains unexplored. The present study was an attempt to explore the area of high throughput as well as high content screening of cell surface topographic interaction. An array of surface topographies called TopoChip was fabricated using a widely used polymer in tissue engineering, Poly (DL-lactic acid). The topographies were subsequently screened for their mitogenic effect on cells. We were able to detect topographic parameters responsible for mitogenic effect of surface topographies.

关键词： Cytology

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On objects and events 01

On objects and events

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ACM SIGPLAN Conference on Object-oriented programming, Systems, Languages, and Applications

作者： Patrick Th. Eugster Rachid Guerraoui Christian Heide Damm Distributed Programming Laboratory Swiss Federal Institute of Technology in Lausanne CH-1015 Switzerland Department of Computer Science University of Aarhus 8200 Aarhus N Denmark

ISBN: (纸本)1581133359

This paper presents linguistic primitives for publish/subscribe programming using events and objects. We integrate our primitives into a strongly typed object-oriented language through four mechnisms: (1) serialization, (2) multiple subtyping, (3)closures, and (4) deferred code evaluation. We illustrate our primitives through Java, showing how we have overcome its respective lacks. A precompiler transforms statements based on our publish/subscribe primitives into calls to specifically generated typed adapters, which resemble the typed stubs and skeletons by the rmic precompiler for remote method invocations in Java

关键词： Java Java programming language Primitive Skeletons remote procedure calls calls strong typing Object oriented programming languages serialize Application Adapter bone structure

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Universal mitigation of NBTI-induced aging by design randomization

Universal mitigation of NBTI-induced aging by design randomi...

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East-West Design & Test Symposium (EWDTS)

作者： Maksim Jenihhin Alexander Kamkin Zainalabedin Navabi Somayeh Sadeghi-Kohan Department of Computer Engineering Tallinn University of Technology ESTONIA Institute for System Programming of the Russian Academy of Sciences (ISP RAS) RUSSIA Department of Electrical and Computer Engineering University of Tehran IRAN

ISBN: (纸本)9781509006946

In this paper we propose to think out of the box and discuss an approach for universal mitigation of Negative Bias Temperature Instability (NBTI) induced aging untied from the limitations of its modelling. The cost-effective approach exploits a simple property of a randomized design, i.e., the equalized signal probability and switching activity at gate inputs. The techniques considered for structural design randomization involve both the hardware architecture and embedded software layers. Ultimately, the proposed approach aims at extending the reliable lifetime of nanoelectronic systems.

关键词： Negative bias temperature instability Thermal variables control Logic gates Delays Registers Aging Degradation

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Evolutionary Algorithm for Calculating the Optimal Temperature Regime of the Catalytic Process

Evolutionary Algorithm for Calculating the Optimal Temperatu...

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International Conference on Control Systems, Mathematical Modelling, Automation and Energy Efficiency (SUMMA)

作者： Evgenia Antipina Svetlana Mustafina Andrey Antipin Department of Scientific Research Ufa University of Science and Technology Ufa Russia Faculty of Mathematics and Information Technologies Ufa University of Science and Technology Ufa Russia Department of Applied Informatics and Programming Sterlitamak Branch of Ufa University of Science and Technology Sterlitamak Russia

The paper formulates an algorithm for searching the optimal temperature regime of the catalytic process in an ideal mixing reactor. The problem of optimal control of the catalytic process is formulated in a general form. To find its numerical solution, an algorithm based on the method of differential evolution is described. The algorithm allows to obtain an approximate solution of the optimization problem in a time acceptable from the practical point of view. A computational experiment for the dimerization process of alphamethylstyrene is carried out. The optimal temperature profile for achieving the maximum yield of reaction products – linear dimers – is obtained.

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Towards automatic evaluation of drawing analysis performance-A statistical model of cadastral map

Towards automatic evaluation of drawing analysis performance...

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International Conference on Document Analysis and Recognition

作者： D. Madej A. Sokolowski Department of Computer Technology and Programming Bilkent University Ankara Turkey IFTR Polish Academy of Sciences Poland Academy of Economics krakow Poland and Department of Economics Bilkent University Ankara Turkey

Automatic evaluation of drawing-to-CAD conversion performance is addressed. The generating model of artificial images in the domain of cadastral maps was built. The proposed model was close to the authentic drawings on the level of graphic primitives and on the level of map understanding. The shape of the parcel was characterized by the number of corners, line lengths and respective angles. The model of a house consists of 12 random variables, while the 13th variable describes the location of the house in a parcel. The parameters of probability distributions have been estimated from the sample of 115 parcels and 127 houses. The goodness-of-fit for all distributions was very high.< >

关键词： Performance analysis Performance evaluation Image converters Shape Image generation Automatic testing Paper technology Automatic programming Graphics Random variables

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