Miracle-dz/UniFAR-FTUs huggingface dataset:
A Novel Method for Privacy Preserving Data Publishing

There are many different reasons that people put forward to support the proposition that privacy is important. People need private space and need to be free to behave in public data sharing. Privacy protection is the interests of one person or category of people. Collaborative data publishing is a method which is used to share some helpful information like blood donor details in hospital. Collaborative data publishing may face various attacks like potential loss of integrated data utility. This work proposes a solution to one such attack called "insider attack". m-privacy guarantees that the anonymized data satisfies a given privacy constraint. to solve the attacks provider- aware anonymization, high dimensional top down specialization algorithms are used. Provider aware anonymization algorithm is ensuring m-privacy methodology which is highest rated anonymized data with efficiency. Then, trusted third party would give anonymized data's to n-providers. High dimensional top down specialization achieves privacy.
The Single Parent Law, Labor Supply and Poverty

The Single Parent Law introduced in 1992 grants single parents special treatment, primarily under the Income Support Law. In 1994 and 1995 additional legislative changes eased the terms of eligibility of this segment of the population. These changes increased the size of welfare benefits and expanded the eligible population, enabling it to earn a relatively large wage income without losing the right to receive benefits. An examination of the effect of the various legislative changes introduced between 1992 and 1995 indicates that they served to reduce the labor supply of single mothers at all levels: their rates of participation and employment declined, as did the number of hours worked, while their share of part-time employment rose. This was in contrast with the continued upward trend in the labor supply of married mothers. This result remains valid when the population of single mothers is compared with a sample of married mothers with similar characteristics (using propensity score matching). The effect is particularly strong for mothers who had not worked before the change in the law, and especially young mothers, as well as for those with a low level of education. We also find that the changes in the size of the benefits and the eligibility criteria reduced the poverty of single-parent families. Thus, we conclude that the legislative changes reduced poverty at the expense of increased dependence on the welfare system.
Optimization of phenol degradation and its derivatives using photo-Fenton and application industrial

In industrial effluent are common persistent organic pollutants found that even low concentrations have a high potential carcinogenic and/or mutagenic, such as phenol and derivatives thereof, which poses risks to the environment. This work has identified and measured through high-performance liquid chromatography (HPLC) and its phenol formed as intermediate and also the amount of total organic carbon (TOC). Degradation was evaluated using the same process of photo-Fenton treatment (Fe 2+ /H 2 O 2 /UV) applying annular reactor and a kinetic study was carried out in terms of TOC. The experimental design was the type central composite. In the process used a photochemical reactor annular counter optimized in the following conditions: [Fe 2+ ]=14.15 mg L -1 , [H 2 O 2 ]=1663.40 mgL -1 at pH 3 for 126.18 minutes, obtaining a mineralization 99.89% TOC and [Fe 2+ ]=15 mgL -1 [H 2 O 2 ]=1800 mgL -1 in 120 minutes a percentage of 100% phenol degradation, respectively. The kinetic model adopted ( Lumped Kinetic Model ) allowed satisfactory way of representing (R 2 =0.9892). The photo-Fenton process proved to be efficient for degradation of phenol and intermediates can be incorporated as part of the effluent treatment systems, making it an effective alternative to the complete degradation of the pollutants thereby relieving the impact on water resources and reducing contamination by-products end of the process. Keywords: Advanced oxidation processes; Phenol, Homogeneous processes; Photo-Fenton.
Phase equilibria and interfacial properties of two-dimensional Yukawa fluids

Molecular dynamics simulations of two-dimensional soft Yukawa fluids are performed to analyze the effect that the range of interaction has on coexisting densities and line tension. The attractive one-component fluid and equimolar mixtures containing positive and negative particles are studied at different temperatures to locate the region where the vapor-solid and vapor-liquid phases are stable. When the range of interaction decreases, the critical temperature of the attractive one-component systems decreases. However, for the charged mixtures it increases, and this opposite behaviour is understood in terms of the repulsive interactions which are dominant for these systems. The stable phase diagram of two-dimensional fluids is defined for smaller values of the decay parameter \lambda\ than that of fluids in three dimensions. The two-dimensional attractive one-component fluid has stable liquid-vapor phase diagram for values of \lambda<3, in contrast to the three-dimensional case, where stability has been observed even for values of \lambda<15. The same trend is observed in equimolar mixtures of particles carrying opposite charges.
Comparison of Hierarchical and Non-hierarchical Fuzzy Models with Simulation and an Application on Hypertension Data Set

Meandros Med Dent J 2018;19:138-46 ORCID ID: orcid.org/0000-0003-2887-6656 Ad­dress­for­Cor­ res­pon­den­ce/Ya­zış­ma­Ad­ re­si: İmran Kurt Ömürlü PhD, Adnan Menderes University Faculty of Medicine, Department of Biostatistics, Aydın, Turkey Phone : +90 256 225 31 66 E-mail : ikurtomurlu@gmail.com Received/Geliş­Ta­rihi : 20.02. 2017 Accepted/Ka­bul­Ta­ri­hi : 02.05. 2017 Anah­tar­Ke­li­me­ler Aşamalı, aşamalı olmayan, bulanık model, sınıflandırma, simülasyon, hipertansiyon
Assemblage of medium and large size mammals in an urban Semideciduous Seasonal Forest fragment in Cerrado biome

Nowadays, the processes of deforestation and loss of habitats represent a major threat to many species of mammals. These processes cause changes in natural landscapes by decreasing area, connectivity, and fragment size, and increasing edge effects and number of fragments. Understanding which and how many species persist in disturbed fragments may indicate the species' minimum requirements and might contribute to their conservation. Here we show how the mammalian fauna of medium and large size (higher than 1 kg) are structured in a semideciduous seasonal forest fragment of 36.5 ha in the urban area of Jatai, Goias. We performed the sampling with 30 sand track plots (1 x 1 m). We analyzed the relative record frequency and built a collector's curve to demonstrate the sampling effort. With a total effort of 600 track plots × days, we recorded twelve species of mammals with our tracks sampling method, from which only the wild mammals were included in the analyzes (11 species). The estimated species richness reached 13 species (SD (Standard Deviation) = ±1, CI (Confidence Interval) = ±2 (11 – 15 species). The species with the highest relative record frequency was Didelphis albiventris and the species with the lowest was Tamandua tetradactyla. The fragment size must be a limiting factor to the richness and to the occurrence of species, as it may not be sufficient to allow the persistence of a population or an individual. Disturbances that originated from houses, like domestic animals and movement of people, also contributed to the removal and extinction of species. To conserve the species in the fragment, we suggest the prevention of entrance of people and of domestic animals. We also recommend increased connectivity of the fragment with the landscape external to the urban area in order to allow the movement of the currently present species.
Factors Affecting Global versus Local Environmental and Economic Performance of Dairying: A Case Study of Swiss Mountain Farms

Improving the sustainability of the dairy food chain requires a simultaneous improvement in global and local environmental performance, as well as in the economic performance of dairy farms. We investigated the effect of different structural, farm management, socio-demographic, technological and natural-environment-related factors on the economic and environmental performance of dairying. Our analysis relied on a case study of 56 Swiss alpine dairy farm observations, for which cradle-to-farm gate life cycle assessments and farm accountancy data were combined. The data refer to the years 2006 to 2008. The effect of the selected factors on farms’ economic and environmental performance was analysed by means of non-parametric statistical approaches. The results revealed the existence of some factors presenting synergies and several factors showing trade-offs in the enhancement of farm global environmental, local environmental and economic performance. More generally, the promotion of farm global environmental performance and farm economic performance was shown to be synergetic whereas the enhancement of farm global and local environmental performance turned out to be mostly antinomic. However, some factors, namely organic farming, higher agricultural education, silage-free milk production, and also, to a weaker extent, full-time farming, larger farm size and lower intensity of cattle concentrates use, showed a potential to bring simultaneous improvements in the global and local environmental performance as well as the economic performance of dairy farming. Policy-makers should be aware of the complexity of the joint improvement of farm economic and environmental performance and only promote factors capable of synergistically enhancing the environmental and economic performance of dairy farming.
The Impact of Left Temporal Lobe Glioma on Inner Speech

Background: Inner speech has an important role in many human cognitive functions. Even though it has been extensively studied in post-stroke aphasic patients, there is currently no understanding on how slow-growing lesions affect inner speech abilities. Methods: In the present study we investigated inner speech abilities in a 41-year-old, right-handed man, MN, who was diagnosed with low-grade glioma three years earlier. We tested his performance on a wide range of standard cognitive tests and on four experiments specifically designed to assess inner speech abilities, involving: silent rhyme judgments, syllable discrimination, and identification of words in compounds and names for numbers. Control data were obtained from 10 neurologically intact adults. Results: The modified t-test revealed that, in comparison with the HC group, MN's silent rhyming was considerably worse (p=0.027), but his performance on the remaining tests was spared (overt rhyming: p=0.136; words in compounds: p=0.288, discerning syllables: p=0.268; discerning words in names for numbers: p=0.48). Discussion: Overall, our data on inner speech in this particular case of left temporal lobe slow-growing tumor supports the notion that the brain retains considerable potential for functional reorganization. MN's performance on silent rhyming is likely due to a word retrieval deficit (since we used a pictorial paradigm in this task) and exacerbated by verbal working memory deficit. Conclusion: Given the critical role of inner speech in various mental functions, assessment of this ability in patients with left temporal lobe tumors is highly recommended.
USO DE UN ALGA MARINA (Macrocystis pyrifera) EN DIETAS CON BASE EN TRIGO PARA CERDAS EN LACTANCIA UTILIZATION OF A SEAWEED (Macrocystis pyrifera) IN WHEAT-BASED DIETS FOR LACTATING SOWS

There is an interest in diets with alternative ingredients for improving productive performance of animals. Therefore, an experiment was conducted to evaluate the effect of a seaweed (Macrocystis pyrifera) addition to wheat-based diets for lactating sows on milk production and composition, litter weight gain, and weaning-first postweaning estrus interval. Thirty-two multiparous sows (Landrace×Duroc×Yorkshire) were fed four diets with eight replications. The treatments were: T1) wheat-soybean meal base diet; T2) T1+1.5% seaweed; T3) T1+3.0% seaweed; and T4) T1+4.5% seaweed. Litters were standardized to eight piglets, and milk production was calculated at 6, 13, 20, and 27 d of lactation; milk protein percentaje was determined at 13 and 27 d. Seaweed addition did not affect (p>0.05) the analyzed variables. There was an increment (p≤0.05) in the productive variables as lactation advanced. The peak of milk production was observed between the third and fourth week of lactation. Litter weight gain and feed intake were highest in the fourth week. The results suggest that seaweed may be added to lactating sow diets since does not affect productive and reproductive performance of sows and their litters.
Variability in the 2MASS Calibration Fields: A Search for Transient Obscuration Events

We searched the light curves of over 40000 stars in the 2MASS calibration database, spanning approximately 4 years, for objects that have significant day long dimming events. We also searched the multi-color light curves for red dimming events that could be due to transient extinction. In the color independent sigma-limited search, we found 46 previously unknown eclipsing binaries, 6 periodic variable stars likely to be intrinsic pulsators and 21 young stellar objects in the $\rho$ Ophiucus star formation region previously studied by Parks et al. 2013. An additional 11 objects exhibited dimming events and most of these are unclassified. The search for red dimming events primarily reveals a population of low luminosity active galaxies that become bluer when they are brighter, and variable young stellar objects exhibiting high cross-correlation coefficients between color and brightness. The young stellar objects exhibit brightness and color variations in the direction of interstellar extinction whereas the active galaxies can have a bowed distribution in color and magnitude with reduced variation in color when the object is brightest. Among the objects that are usually quiescent (not strongly variable), we failed to find any dimming events deeper than 0.2 magnitude and lasting longer than a day. Two of the least embedded young stellar objects, however, dimmed by 0.2 mag for longer than a day without strong color variation. Having failed to find new exotic objects, we explored ways to eliminate commonly found objects so that a larger number of objects may be searched. We find that all but one eclipsing binary are excluded by requiring moderate color variation during a dimming event and most of the active galaxies and young stellar objects are excluded by placing a limit on the standard deviation of the magnitude distribution in the light curve.
EXPLORATION OF HYBRID SOFT COMPUTING TECHNIQUES FOR INTRUSION DETECTION

Security is a vital role in information and communication technology where a lot of effort has been invested. Intrusion detection plays a prominent role in this field. Many researcher focused on this area mainly to increase detection rate and to reduce false alarm rate. Various methods has been used to detect intrusion, in earlier days data mining automates network intrusion detection with greater efficiency. This paper presents a depth survey on intrusion detection based on various soft computing methods. This paper presents a depth survey on intrusion detection based on various research paper published using hybrid soft computing methods such as Fuzzy-Genetic, Neuro-Fuzzy, Neuro-Fuzzy-Genetic and other evolutionary methods. The various dataset used for their research be KDD cup dataset and DARPA 98 dataset to test the effectiveness of their proposed method.
AN OPTICAL MODEL FOR THE ABSORPTION FACTOR OF THIN-FILM PHOTOVOLTAIC CELLS

An optical model was developed to gain insight in the optics of thin-film PV cells over the entire solar spectrum and to determine the fraction of absorbed solar irradiance. Both numerically and experimentally the spectrally resolved absorption factor was determined for a set of configurations, ranging from substrate to amorphous silicon cell, and a very good agreement was found. Using the model, the AM1.5 absorption factors of an amorphous silicon cell, a micromorph silicon tandem cell and a copper indium diselenide cell were found to be as high as 87%, 90% and 94%, respectively. The sensitivity of these numbers to the degree of optical confinement was investigated as well.
Modified Adams-Moulton Predictor-Corrector Method in Solving Multibody Dynamical Systems

A modified Adams-Moulton predictor-corrector method is proposed to solve multibody dynamical systems. The proposed method is obtained by combining an Adams-Bashforth predictor method and an Adams-Moulton corrector method with derived weighting coefficients. With the modification, the accuracy of the proposed method is almost one order of magnitude better than the Adams-Moulton predictor-corrector method with the same step size. Stability limits of the proposed method are also studied. Because the present method has greater stability limits than Adams-Moulton predictor-corrector methods, the proposed method has good robustness during the process of time integration. A crank-slider mechanism is used as an example to investigate the capability of the proposed method in solving multibody dynamic systems.
Propagation Model for Path Loss Through Vegetated Environments at 700 800 MHz Band

In almost all literature about propagation models through vegetated environments, path loss has been proposed based on specimens of temperate clime conditions. In this work, a new propagation model is proposed, based on measurements, carried out on vegetated environments with tropical specimens. These environments are common on suburban and rural areas in Brazil. Â Current models have presented pessimistic approach to propagation loss in these areas. The vegetal morphology andÂ Â frequency effects, transmission height and distance are taken into consideration. Finally a comparison with existing models is presented.
Unsteady flow and load in 50% partial admission control stage with different admitting arc distributions

Full 3-D unsteady numerical investigation on an axial air turbine in 50% partial admission is conducted. The partial admission turbines are under different unsteady loading and unloading process, as well as flow parameters, respectively. The loss coefficient and static pressure distributions at the key position are presented in detail to analyze the non-uniformity originated from partial admission. The results show that the non-uniformity decreases along flow direction and the efficiency of control stage also decreases but with the uniformity improved downstream of the rotors with increasing admitting numbers in equal partial admission degree. The reasons for efficiency decreasing are reasonably explained with windage and sector end losses presented by static entropy distributions. The periodic changes of unsteady forces in amplitude and direction are also compared and transformed in the frequency domain by fast Fourer transform method. The largest circumferential exciting force factor which is remarkably larger than the corresponding axial exciting force factor decreases by 13.2% with the increase of admitting arc number. Compared with the common distribution of two symmetric admitting arcs, the maximum exciting force factor of triangle admitting arc distribution drops 11.3% with the mere efficiency decrease of 1.32%. The multiple admitting arc turbines are more conducive to be applied to submarines which concerns more about exciting force other than efficiency. Efficiency and unsteady forces are both worth being taken into consideration in the practical applications.
Virus Dynamics in High-Nutrient, Low-Chlorophyll Marine Surface Waters

Iron (Fe) limitation of primary productivity in high-nutrient, low-chlorophyll (HNLC) regions is relatively well-studied. Iron fertilization experiments as well as bottle incubations have been used to study changes in phytoplankton community biomass and diversity, changes in bacterial growth rates, etc. However, viral activity has been largely ignored in these studies. Viral activity was monitored during an iron budget study (FeCycle) in the HNLC waters of the Southern Ocean southwest of New Zealand as well as during a mesoscacle iron fertilization in the subarctic Pacific (SEEDS II). The goal of these studies was to evaluate the role of viruses in the lysis of bacterial cells and the subsequent regeneration of iron and other key nutrients. Two methods, a transmission electron microscopy (TEM) approach and a dilution assay, were used to measure viral production in each study and comparisons were made as to the appropriateness of each. From these studies, it appears that the viral community indirectly responds to changes in trophic production as observed by changes in virus abundance and production, while burst size and frequency of infection remain constant. These results suggest that there is a decrease in the length of lytic cycle after productivity is stimulated. Virus-induced lysis was found to regenerate up to 70 pM Fe in the Southern Ocean, and nearly 200 pM Fe in the subarctic Pacific. While there is little doubt as to the usefulness of TEM and its importance in determining lytic burst sizes in natural populations, the observations in this study suggest that there are problems associated with inferences concerning community mortality from such observations, especially during periods of trophic change.
THE EPISTEMIC ROLE OF ARTEFACTS IN CREATIVE DESIGN AND KNOWLEDGE CREATION

Although the crucial role of shared artefacts as a means to create common understanding, to ground discourse and to pursue novel ideas has been widely recognized, the concept of artefact appears to be under-articulated as it often limits artefacts to mere carriers of information. This paper is an attempt to depart from this notion and to draft a conceptual framework of the various epistemic roles artefacts fill in different activities and how these are shaped by the material and sign-related properties of the various media used. To illustrate the intricate interplay of epistemic processes and the kind of artefact used we provide examples taken from courses in the fields of engineering and design-education.
Innovation activities of firms: the case of 8 cis waves in the Czech industry between 2001 and 2014

Eight Czech CIS waves between 2001-2014 were analyzed. An adjusted (incomplete) CDM model was used to estimate effects of characteristics of firms (firm size, government funding, market orientation, or foreign ownership) on the innovation process (decision to innovate, RD however on average, there is zero effect of cooperation in the service sector. World market orientation is a key factor of service companies.