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Article

Image Transformation Based on Generative Adversarial Networks

discriminator, and the second log(1- D(G(z)) represents the judgment on the synthetic data. Through such a max-min game, G and D are respectively optimized alternately to train the required generated network and discriminant network, until the Nash equilibrium point is reached. III. IMAGE TRANSFORMATION BASED ON GENERATIVE ADVERSARIAL NETWORKS A. Training process based on generative adversarial networks image transformation As a medium of transmit information, images can be expressed in many ways, such

Jie Chen, Li Zhao

International Journal of Advanced Network, Monitoring and Controls , ISSUE 2, 93–98

Article

RESEARCH ON THE RELATIVE COORDINATE TRANSFORMATION AND RELATIVE POSITION DETECTION SYSTEM OF 3-DOF SPHERICAL ACTUATOR

The attitude detection of 3-DOF actuator is an important technology of 3-DOF spherical actuator control. For the space attitude change of the stator and the traditional detection method is invalid, the relative coordinate transformation is proposed in this paper, through the analysis of the coordinate systems of the spherical actuator. The transformed relative coordinate data is proved by using MATLAB platform. The traditional coordinate transformation and the relative coordinate transformation

Yuanjie Fang, Bing Xu, Chunhu Sun

International Journal on Smart Sensing and Intelligent Systems , ISSUE 4, 1710–1730

Article

AN ALTERNATIVE MATRIX TRANSFORMATION TO THE F TEST STATISTIC FOR CLUSTERED DATA

For the regression analysis of clustered data, the error of cluster data violates the independence assumption. Consequently, the test statistic based on the ordinary least square method leads to incorrect inferences. To overcome this issue,the transformation is required to apply to the observations. In this paper we propose an alternative matrix transformation that adjusts the intra-cluster correlation with Householder matrix and apply it to the F test statistic based on generalized least

Sukanya Intarapak, Thidaporn Supapakorn

Statistics in Transition New Series , ISSUE 1, 153–174

Article

THE EFFECT OF BINARY DATA TRANSFORMATION IN CATEGORICAL DATA CLUSTERING

This paper focuses on hierarchical clustering of categorical data and compares two approaches which can be used for this task. The first one, an extremely common approach, is to perform a binary transformation of the categorical variables into sets of dummy variables and then use the similarity measures suited for binary data. These similarity measures are well examined, and they occur in both commercial and non-commercial software. However, a binary transformation can possibly cause a loss of

Jana Cibulková, Zdenek Šulc, Sergej Sirota, Hana Rezanková

Statistics in Transition New Series , ISSUE 2, 33–47

Research Article

MACHINE VISION BASED MISSING FASTENER DETECTION IN RAIL TRACK IMAGES USING SVM CLASSIFIER

Missing fastener detection is a critical task due to its similar characteristics with surrounding environments. In this paper, a machine vision based fully automatic detection and classification of missing fastener detection system is proposed using Support Vector Machine (SVM) classifier. This proposed system consists of preprocessing, transformation, feature extraction and classifications. Image resizing is performed as preprocessing step and Gabor transform is used as transformation

R. Manikandan, M. Balasubramanian, S. Palanivel

International Journal on Smart Sensing and Intelligent Systems , ISSUE 5, 574–589

Article

ORIENTATION OF A TRIAXIAL ACCELEROMETER USING A HOMOGENEOUS TRANSFORMATION MATRIX AND KALMAN FILTERS

The evolution in the development of manufacturing techniques of electronic components, including accelerometers, has allowed access to a new field of research and applications in consumer electronics. The aim of this work is to present a method for aligning triaxial accelerometers, finding the parameters of the rotation, the translation and the scale of the homogeneous transformation matrix. In principle, it is necessary to acquire six points to build the frame of reference of the accelerometer

J.-S. Botero V, W. Hernández, E. Fernández

International Journal on Smart Sensing and Intelligent Systems , ISSUE 4, 1631–1646

Research Article

SECRETION OF OUTER MEMBRANE VESICLES AS A MECHANISM PROMOTING H. PYLORI INFECTIONS

structural function, is extracellular DNA (eDNA) anchored to the surface of these organelles. eDNA associated with OMV additionally determines the genetic recombination in the process of horizontal gene transfer. H. pylori is naturally competent for genetic transformation and is constantly capable of DNA uptake from the environment. The natural competence state promotes the assimilation of eDNA anchored to the OMV surface. This is probably dependent on ComB and ComEC components, which are involved in the

Paweł Krzyżek

Postępy Mikrobiologii - Advancements of Microbiology , ISSUE 3, 316–325

Article

APPLICATION OF ANT-COLONY ALGORITHM TO THE ISSUE OF IMPROVING RECTIFIED VOLTAGE PARAMETERS IN ELECTRIC TRAM TRACTION

In this paper, the problem related to transformation of ac voltage into DC voltage used in tram supply is considered. A variable component is always present in rectified voltage. Pulsation of rectified voltage is influenced by different factors. In a 12-pulse system, where two secondary transformer windings are used (one delta-connected and the other star-connected), an additional factor increasing the pulsation is the unbalance of the output voltages at these windings. Tap changer may be used

Barbara Kulesz, Andrzej Sikora, Adam Zielonka

Transport Problems , ISSUE 2, 133–144

Article

WAVLET-BASED ACTIVE SENSING FOR HEALTH MONITORING OF PLATE STRUCTURES USING BASELINE FREE ULTRASONIC GUIDED WAVE SIGNALS

in an effort to tune an appropriate guided wave mode. A five cycle Hanning pulse is transmitted, and the pulse-echo data recorded at the receivers is processed using two novel algorithms, namely damage index 1 (DI1) and damage index 2 (DI2), based on wavelet transformation to identify defects in the form of cracks and loose rivet holes, which are located both near and far away from the array. In both cases, damage index (DI) maps are generated for identification of defects in a particular

Sauvik Banerjee, Debadatta Mandal, Shaik Mahabu Subhani

International Journal on Smart Sensing and Intelligent Systems , ISSUE 4, 1435–1455

Article

VEHICLE MODEL RECOGNITION BASED ON USING IMAGE PROCESSING AND WAVELET ANALYSIS

Today, using intelligent transport systems such as identifying vehicle type for monitoring traffic in urban areas can advantage a lot. In this paper, a new method has been presented to detect vehicle type with only one reference image per class. Our algorithm is based on searching mean gradients and analysing these changes by Daubechies wavelet transformation. Firstly, a feature vector is obtained based on the car boundary changes of the side view image in proposed system. This vector is then

Elyas Abbasi Jennat Abadi, Soheyl Akhlaghi Amiri, Masoud Goharimanesh, Aliakbar Akbari

International Journal on Smart Sensing and Intelligent Systems , ISSUE 4, 2212–2230

Article

On the RFID Information Query Technology Based on IPV9

Li Guiping, Xue Lei

International Journal of Advanced Network, Monitoring and Controls , ISSUE 4, 74–79

Research paper

SMALL AREA ESTIMATION FOR SKEWED DATA IN THE PRESENCE OF ZEROES

Skewed distributions with representative outliers pose a problem in many surveys. Various small area prediction approaches for skewed data based on transformation models have been proposed. However, in certain applications of those predictors, the fact that the survey data also contain a non-negligible number of zero-valued observations is sometimes dealt with rather crudely, for instance by arbitrarily adding a constant to each value (to allow zeroes to be considered as “positive observations

Forough Karlberg

Statistics in Transition New Series , ISSUE 4, 541–562

Article

The New Method of Sea-sky Line Detection Based on Mathematical Morphology

practical algorithms of the mathematical morphology, which can be used to analyze and process the shape and structure of the image. The most basic morphological transformation of the mathematical morphology includes expansion and corrosion, which can achieve many functions, such as filtering noise, dividing the independent elements and bridging the adjacent elements in the target image. The mathematical morphology can also be used to find the maximum or minimum region of the obvious block in the target

Zhang Wenqi, Bai Wanmin, Yu Jun, Gao Shouyi

International Journal of Advanced Network, Monitoring and Controls , ISSUE 3, 85–92

research-article

Modeling and experimental validation of the hysteretic dynamics of shape memory alloy springs

designing SMA spring was introduced. But the model was not validated with experiment values to determine its accuracy. Gédouin et al. (2019) proposed a model in which de-twinning and two-way memory effects are modeled based on the theory of R-phase of helical SMA spring to get thermo-mechanical actuation. The model is restricted to only R-phase transformation. Toi et al. presented their model using the finite element method and Timoshenko beam formula by the approach of the Lagrangian super-elastic

R. A. Abubakar, Yutian Hu, Fan Wang, Linxiang Wang

International Journal on Smart Sensing and Intelligent Systems , ISSUE 1, 1–10

Article

SINGLE SH-SAW SENSOR AS A DISTRIBUTED SENSOR ARRAY FOR LIQUIDS RECOGNITION

Basic possibility to use single-channel shear-horizontal surface acoustic waves sensor constructed as a delay line on multilayered structure with 36О YX LiTaO3 substrate for liquids recognition has been proposed. The changes under analytes influence of the sensor pulse responses obtained by transformation to time domain of one of the S-parameters measured in frequency domain have been used as sensor responses. Examples of responses to some liquid analytes have been demonstrated for a sensor

R. G. Kryshtal, A.V. Medved

International Journal on Smart Sensing and Intelligent Systems , ISSUE 4, 602–611

Article

ACOUSTIC EMISSION BASED DEFECTS MONITORING OF THREE-DIMENSIONAL BRAIDED COMPOSITES USING WAVELET NETWORK

In order to effectively differentiate all kinds of defects inside the composites, this paper carries out testing on the internal defects of three-dimensional (3d) braided composites by use of acoustic emission nondestructive detecting technology. It puts forward the processing method for acoustic emission signals for the internal defects of three-dimensional braided composites based on wavelet neural network (WNN). This method does wavelet transformation on real-time collected acoustic emission

Su Hua, Zhang Tianyuan, Zhang Ning

International Journal on Smart Sensing and Intelligent Systems , ISSUE 2, 780–798

Mini Review

Microbial Glycosylation of Flavonoids

Flavonoids constitute a large group of polyphenolic compounds naturally found in plants, which have a wide range of biological activity. Although flavonoids are beneficial to human health, their application is limited by their low bioavailability and poor water-solubility. Therefore, recently there has been a particular interest in glycosylated forms of flavonoids, which usually are better soluble, more stable, and more functional compared to their aglycones. Microbial transformation of natural

Sandra Sordon, Jarosław Popłoński, Ewa Huszcza

Polish Journal of Microbiology , ISSUE 2, 137–151

Short Communication

Analyses of Plasmids Harbouring Quinolone Resistance Determinants in Enterobacteriaceae Members

The aim of this study was to explore the plasmid characteristics of eight clinical Enterobacteriaceae strains containing extended broad spec­trum beta-lactamases and plasmid-mediated quinolone resistance. Plasmids were transferred by conjugation or transformation and resist­ance determinants were investigated by PCR. We showed that at least one plasmid harbouring qnrB or qnrS determinant was transferred by conjugation in five isolates. QepA determinant was confirmed to be on a non

Bayri Erac, Fethiye Ferda Yilmaz, Ismail Ozturk, Sabire Sohret Aydemir, Mine Hosgor-Limoncu

Polish Journal of Microbiology , ISSUE 4, 529–532

research-article

A CONCEPT OF THE GASIFICATION PLANT FOR SELECTED ORGANIC WASTE

waste constitute precious energetic material [8–13]. This management method has another advantage – it can cover all types of waste – especially non-uniform and contaminated for example with organic fraction [13–17]. Methods of thermal transformation of waste are represented by three basic processes: combustion, pyrolysis and gasification (Fig. 2). These processes are similar to a certain extent – the waste are heated to high temperatures. However, the basic difference lays in the amount of oxygen

Monika CZOP

Architecture, Civil Engineering, Environment , ISSUE 3, 123–129

Article

GEOMETRIC DEEP PARTICLE FILTER FOR MOTORCYCLE TRACKING: DEVELOPMENT OF INTELLIGENT TRAFFIC SYSTEM IN JAKARTA

Alexander A S Gunawan, Wisnu Jatmiko

International Journal on Smart Sensing and Intelligent Systems , ISSUE 1, 429–463

research-article

BEST AVAILABLE TECHNOLOGIES FOR WASTE CO-FIRING APPLICATIONS

prevention, 2 – Following the Circular Economy concept, 3 – Recycling, 4 – Thermal transformation into energy through combustion or gasification, 5 – Landfilling. The last option (landfilling) should only be used if there are no other suitable technologies for waste disposal. It should be remembered that since 2016 in Poland (and other EU’s countries) it is forbidden to store waste fractions with a calorific value above 6 MJ/kg [4]. Figure 2 shows the shares of individual waste management methods in

Krzysztof WYKA, Anna SKOREK-OSIKOWSKA

Architecture, Civil Engineering, Environment , ISSUE 1, 139–150

Article

Internet of Things Application in Satellite Communication in Power Transmission, Transform and Distribution

terminals. It is characterized by multiple satellites, interconnection with the Internet, and a single ground terminal download rate of 50Mbps. 7) SpaceX of United States SpaceX Starlink:7, 518 low-Earth orbit satellites not exceeding 346 kilometers in height (Launch of Microsat-2a and Microsat-2b in early 2018) III. APPLICATION OF SATELLITE COMMUNICATION IN THE PROCESS OF POWER TRANSMISSION, TRANSFORMATION AND DISTRIBUTION A. Transmission fault monitoring system The transmission fault monitoring

Dong Chuang

International Journal of Advanced Network, Monitoring and Controls , ISSUE 4, 38–46

Review

IMAGE BEYOND THE FORM. REPRESENTING PERCEPTION OF URBAN ENVIRONMENT

Vincenzo BAGNOLO, Andrea MANCA

Architecture, Civil Engineering, Environment , ISSUE 2, 7–16

Research Article

GENETIC DIFFERENTIATION METHODS OF MICROORGANISMS IN THE SOIL – PLANT SYSTEM

Biodiversity is a key concept in finding important features of new microorganisms. Microorganisms play an important role in the soil ecosystem and participate, among others, in such processes as the maintenance of soil structure, humification, release of organic compounds, disposal of pollutants and transformation of organic matter. The maintenance of competent state of soil microbial communities, i.e. the appropriate microorganism count, activity and diversity, is a necessary condition for the

Małgorzata Łyszcz, Anna Gałązka

Postępy Mikrobiologii - Advancements of Microbiology , ISSUE 3, 341–352

Research Article

Numerical Terrain Modelling for Wireless Underground Sensor Networks

transformation should lend the necessary clarity and simplicity required for effective problem analysis. In this paper, we demonstrate this possibility using the typical underground terrain environment for nut tree plantations, basing the field data on a full-fledged commercial pecan farm.  The results shown are introductory to ongoing research on the effective use of such numerical methods for maximum power efficiency and bit rate for distributed WUSN, and optimum water usage in irrigation control

Vinod Parameswaran, Zhongwei Zhang, Hong Zhou

International Journal on Smart Sensing and Intelligent Systems , ISSUE 5, 1–5

Research Article

INDICATORS OF INTERNATIONAL TRADE ORIENTATION OF UKRAINE IN THE CONTEXT OF ASSESSMENT OF THE EFFECTIVENESS OF ITS EXPORT RELATIONS

– are compared with the respective ratios of Ukraine’s dependence on these countries’ markets. The analysed dynamics of Ukraine’s GDP dependence on Ukraine’s trade partners shows a growing relative weight of the countries that have not had a substantial role in the foreign trade of Ukraine. The proposed approach for estimating the quality of the established trade relations is supposed to contribute to the radical transformation of Ukraine’s foreign trade.

N. Reznikova, O. Osaulenko, V. Panchenko

Statistics in Transition New Series , ISSUE 1, 119–134

Article

AN ADVANCED NONLINEAR SIGNAL MODEL TO ANALYZE PULSATION-DERIVED PHOTOPLETHYSMOGRAM SIGNALS

H. Ozaki, Y. Omura

International Journal on Smart Sensing and Intelligent Systems , ISSUE 2, 921–943

Research Article

Inspection of Packaged Integrated Circuits using Terahertz Radiation

Andreas Fritz, Thomas Arnold

International Journal on Smart Sensing and Intelligent Systems , ISSUE 5, 1–4

Article

A Study and Simulation on Thermal Cycling System of CFB Boiler

circulating fluid-bed was used in this paper to solve practical problems. This paper established a circulating fluid-bed (CFB) boiler simulation system based on XinXiang HG-440 CFB, and analyzed final simulation system. Simulation process from thermal efficiency to thermal energy transformation were researched based on rules of thermal cycling and outlet of improving thermal energy utilization.This technology can not only improved the efficiency of energy, but also effectively reduced the energy generated

Yingtao Hou, Xiuhua Jiang

International Journal of Advanced Network, Monitoring and Controls , ISSUE 4, 202–206

Research Article

A MULTIDIMENSIONAL AND DYNAMISED CLASSIFICATION OF POLISH PROVINCES BASED ON SELECTED FEATURES OF HIGHER EDUCATION IN 2002–2013

of features relating to higher education. To investigate the changes in higher education in the period of economic and social transformation, observations were made of fundamental characteristics of higher education in the years 2002–2013. The applied procedure uses new statistical methods applicable to a space of doubly multivariate data. The covariance matrix used to construct principal components is given the structure of a Kronecker product. The results led to the identification of six groups

Wojciech Łukaszonek

Statistics in Transition New Series , ISSUE 2, 271–290

Review Paper

The relationship of medial temporal lobe epilepsy with the declarative memory system

. Conclusions. The source of memory impairment in MTLE patients is not merely the cell loss and synaptic transformation of the hippocampal structure, but the every night interference with memory consolidation due to interictal spiking.

Péter Halász

Journal of Epileptology , ISSUE 2, 157–165

Review

GRAPHICAL ANALYSIS OF HISTORICAL MAPS. TRACES OF INDUSTRIAL ARCHEOLOGY IN THE SOUTH-EASTERN SECTOR OF THE CITY OF CAGLIARI. (SARDINIA, ITALY)

century by the Piedmontese governments, according to logics completely compatible with the natural functioning of the compendium that nevertheless increase its productivity; it is a transformation that we can read accurately in the maps and projects kept in the archives and dating back to the first half of the nineteenth century. In its current configuration, scaled down compared to the nineteenth-century dimension, the wetlands is included within the Molentargius-Saline natural park in the

Andrea PIRINU

Architecture, Civil Engineering, Environment , ISSUE 2, 69–77

Research paper

RECOGNITION OF PSORIASIS FEATURES VIA DAUBECHIES D8 WAVELET TECHNIQUE

This paper presents a study in an efficient methodology for analysis and characterization of digital images psoriasis lesions using Daubechies D8 wavelet technique. The methodology is based on the transformation of 2D Discrete Wavelet Transform (DWT) algorithm for Daubechies D8 at first level to obtain the coefficients of the approximations and details sub-images. For classification method, statistical approach analysis is applied to identify significance difference between each groups of

H. Hashim, S. Ramli, N. Wahid, M. S. Sulaiman, N. Hassan

International Journal on Smart Sensing and Intelligent Systems , ISSUE 2, 711–732

Research Article

A Coarse-to-Fine Approach for Remote-Sensing Image Registration Based on a Local Method

correspondences. Due to large amount of satellite image data available, we used block processing in the refined registration to increase the efficiency in memory use. Finally, the final transformation function is obtained via the local weighted mean method in order to deal with local geometric differences between the reference and input images. Compared to global registration by manually selecting the control points, the proposed method is fully automatic and computationally efficient. Experimental results

Sang Rok Lee

International Journal on Smart Sensing and Intelligent Systems , ISSUE 4, 690–702

Research Article

The sonoanatomy of lumbar erector spinae and its iliac attachment – the potential substrate of the iliac crest pain syndrome, an ultrasound study in healthy subjects

entheses could be assessed in detail by ultrasound, thus their pathological transformation associated with iliac crest pain syndrome could be identified.

Plamen Todorov, Rodina Nestorova, Anastas Batalov

Journal of Ultrasonography , ISSUE 72, 16–21

Article

MODELING AND CONTROLLER DESIGN OF PNEUMATIC ACTUATOR SYSTEM WITH CONTROL VALVE

applied for controller design. PID controllers with Ziegler Nichols tuning are enabled to provide good performance in various systems. The effects of Tustin transformation, zero order hold and discrete model are tested in PID controller designed. The methodology for this paper combines off-line model based on analysis with on-line iteration. Different external loads are added in order to investigate the effectiveness to the designed controllers in real time system. The tracking performance of the

W.K. Lai, M.F. Rahmat, N. Abdul Wahab

International Journal on Smart Sensing and Intelligent Systems , ISSUE 3, 624–644

Article

A NOVEL GRID INTERSECTION POINT DETECTION AND MATCHING METHOD IN THE BINOCULAR PULSE MEASUREMENT SYSTEM

Hough transformation. Then, the global structure parameters are acquired through cluster analysis. Secondly, the grayscale image is divided into several detection regions (each of which includes one intersection point to be detected) in accordance to the obtained global structure parameters and the intersection points in the detection regions are accurately located using the ridge line fitting method. Finally, the intersection points in the left and right images are matched based on their

L. M. Yang, A. H. Zhang, D. M. Lin, L. Zhu

International Journal on Smart Sensing and Intelligent Systems , ISSUE 1, 256–273

Case report

The diagnostic dilemma of non-convulsive status epilepticus in sporadic Creutzfeldt-Jakob disease

responsiveness to therapy displaying the typical encephalopathic EEG findings in sCJD. These findings may support the hypothesis of initial NCSE and transformation into prion protein induced encephalopathic EEG and demonstrated clinical usefulness of the Salzburg consensus criteria for NCSE.

Matthias Wittstock, Uwe Walter, Daniela Schirrmeister, Kyrylo Kurtieiev, Jan Klinke, Annette Grossmann, Johannes Rösche

Journal of Epileptology , ISSUE 1-2, 53–58

Article

IS POLAND BECOMING NORDIC?  CHANGING TRENDS IN HOUSEHOLD STRUCTURES  IN POLAND AND FINLAND WITH THE EMPHASIS  ON PEOPLE LIVING ALONE

This paper presents a comparative analysis of the household structure and its dynamics between post-economic-transformation Poland and Scandinavianwelfare-state Finland, with a focus on one-person households (OPH). Based on the literature, two research hypotheses were formulated: (H1) strong differences in the household structure in Finland and Poland still occur, and (H2) the share of one-person households is at very different levels in the two countries. However, due to the globally growing

Urszula Ala-Karvia, Marta Hozer-Koćmiel, Sandra Misiak-Kwit, Barbara Staszko

Statistics in Transition New Series , ISSUE 4, 725–742

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