SIRIS-Lab/unlabelled-sti-corpus huggingface dataset:
Technological and business innovation services to stimulate the local Agro-food ecosystems and to support a cross border collaboration among local action Groups

The overall objective of the TAGs project is to strengthen the transfer of technical-scientific innovations from research and innovation centers to enterprises of agro-food sector in order to enhance their competitiveness through a set of services that will help them to increase productivity and improve efficiency in the use of resources.

 
Starting from the state of art of precision farming technologies and services at national and EU level, a set of solutions able to ensure a significant increase in farm productivity with more environment-friendly processes (e.g. reduction in water and chemical product use) will be developed. The effectiveness of the solutions will be evaluated through the implementation of two different demonstrators in due different companies in Puglia and West Greece Regions.
 
The Lead beneficiary is the Council for Agricultural Research and Economics (CREA) – Agriculture and Environment Research Centre (AA) in Bari (Italy), while the project partners are: the European Research Center for Technologies Design and Materials (CETMA) in Brindisi (Italy), the Local Action Group “Terra dei Trulli e di Barsento” (GAL) in Putignano, the Technological Educational Institute of Western Greece (TEIWEST in Patras) and the Region of Western Greece.
Research on Evolution from IPv4 to IPv6 in Power Information Network

Because of the urgent needs of IP addresses in power information network,the evolution from IPv4 to IPv6 has become an inevitable trend.With the actual demand of power information network,this paper proposes a technical solution for the smooth evolution from IPv4 to IPv6,which takes mainstream transformation technology and real evolution scenario into account and bases on the principles including utmostly protecting existing investments,smooth transition and seamless migration.The proposed solution divides the transitional process into three stages and puts forward the corresponding technological method of transition and transformation for each stage by considering its real evolution scenario.It is a good attempt for the smooth transition from IPv4 to IPv6 in power information network.
The neoliberal diet and inequality in the United States

This paper discusses increasing differentiation of U.S. dietary components by socioeconomic strata and its health implications. While upper-income groups have had increasing access to higher-quality foods, lower-to-middle-income class diets are heavily focused on "energy-dense" fares. This neoliberal diet is clearly associated with the proliferation of obesity that disproportionately affects the poor. We provide a critical review of the debate about obesity from within the critical camp in food studies, between individual-focused and structural perspectives. Using official data, we show how the US diet has evolved since the 1960s to a much greater emphasis on refined carbohydrates and vegetable oils. Inequality is demonstrated by dividing the population into households-income quintiles and how they spend on food. We then introduce our Neoliberal Diet Risk Index (NDR), comprised of measures of food-import dependency, the Gini coefficient, rates of urbanization, female labor-force participation, and economic globalization. Our index serves to measure the risk of exposure to the neoliberal diet comparatively, across time and between nations. We conclude that only a societal actor like the state can redirect the food-production system by modifying its agricultural subsidy policies. Inequality-reducing policies will make the healthier food involved in such change widely available for all.
LIPOSOME-FORMING AQUEOUS BATH PREPARATIONS HAVING A HIGH PROPORTION OF ACTIVE SUBSTANCE AND USE OF SAID PREPARATIONS

The present invention relates to liquid cosmetic, dermatological or medical liposome-forming aqueous bath preparations having a high proportion of more than 8, above all 10 to 27, percent by weight of active substances, in particular essential oils, and one or more surfactants such as 20 to 55% by weight, and vesicle forming agents. Such preparations for bathing surprisingly spontaneously form liposomal structures when introduced into water, despite the high proportions of active substance or surfactant, said structures, together with further lipids which are contained, transport the active substances onto and into the skin. Neither special stabilization methods nor the use of specific additives is required for this purpose if, according to the invention, a particular selection of lipids, in particular comprising one or more, primarily natural, oils having a high content of oleic and linoleic acid are involved.
Evaporation and Soil Moisture in Relation to the Succession of Plant Associations

1. These data represent the evaporation rates in the lower aerial stratum and the range of soil moisture in the upper subterranean strata of the vegetation of the various associations, but these must be regarded as critical regions, since within them develop the seedlings which determine the character of succeeding vegetation. 2. Evaporation at different stations in the same plant association exhibits variations similar in character and degree. 3. The rate of evaporation in the cottonwood dune association, both by its great amount and by its excessive variation, seems a quite sufficient cause for the xerophytic character of the vegetation and for the absence of undergrowth, in spite of the constant presence of growth-water. 4. The pine and oak dune associations resemble one another closely both in their mean evaporation rates and in their supply of growth-water. The former is slightly more xerophytic during the midsummer weeks. 5. The vernal vegetation of the pine dune is quite as mesophytic as that of the succeeding association, thus agreeing with its lower evaporation rate during that portion of the year. 6. The evaporation rates and the amount of growth-water in the various associations vary directly with the order of their occurrence in the succession, the pioneer being the most xerophytic in both respects. 7. The ratios between evaporation and growth-water in the beech-maple forest, oak-hickory forest, oak dune, pine dune, and cottonwood dune associations have been shown to have comparative values of 100, 65, 20, 17, and 15 respectively, and the differences thus indicated are sufficient to be efficient factors in causing succession. The corresponding value of this ratio in the prairie association is 62. 8. The midsummer conditions of the prairie association seem to be decidedly xerophytic.
Gdpr compliance cloud platform for micro enterprises

According to the last official available 2015 data, almost 93% of all enterprises in Europe in the non-financial business sector have less than 10 employees. These micro enterprises (MEnts) are responsible for 30% and 21% of the overall employment and value added in the EU, respectively. However, when it refers to the imminent General Data Protection Regulation (GDPR)’s application, MEnts are the most vulnerable due to their lack of expertise and resources to invest in their adoption. It is urgent to develop solutions that assist MEnts in smoothly adopting the GDPR, safeguarding the interests of the EU citizens on data privacy and security, avoiding the negative socioeconomic consequences entailed to breaches for MEnts, and, by extension, benefitting the European society. SMOOTH project addresses this challenge from two complementary focuses:
1) Creating awareness on the importance of being compliant with the GDPR, as many MEnts ignore their obligations in this respect, involving as partners Data Protection Authorities and associations representing EU MEnts. For the same purpose, SMOOTH will deliver a practical GDPR interactive handbook (website and mobile app) tailored specifically to MEnts. 
2) Assisting MEnts to effectively adopt and comply with the GDPR. The SMOOTH cloud platform will use machine learning, text and data mining, and advance online auditing methods to automatically create a bespoke GDPR compliance report for the most critical aspects to MEnts. Likewise, SMOOTH will provide useful materials for solving those identified aspects of the GDPR that are not properly covered.  
All this will positively contribute to citizens rights, while avoiding potential fines for the MEnts that may account for as much as 4% of the annual income, according to the GDPR. SMOOTH is born from technology partners and data protection authorities and will be designed and validated by actual MEnts with the aim of becoming the reference tool platform for them to adopt the GDPR.
Metasomatic transformations of carbonate rocks observable in quarries of Riverside, California, United States

The results of skarn-forming processes at contacts of the multiphase Southern California Batholith with carbonate rocks accessible to study in quarries in Riverside, California, involve prograde metasomatic transformations of marmorized dolomites and calcareous rocks in contact with granitic melts and contaminated magmas. The processes of contact assimilation are proved to have been controlled by the emplacement of granitic melts overheated relative to subliquidus melts (with the overheated melts prone to approach the composition of granodiorite, syenite, and gabbro) into skarnified marbles. The degree of magma overheating was evaluated based on G.F. Smith’s data on linear melting temperature variations for anhydrous intrusive rocks with various SiO2 concentrations ( 1100°C for contaminated rocks, ΔT 350°). This corresponds to the thermal regime of the development of mineralogically contrasting hypabyssal skarn aureoles: magnesian at contacts with granite magmas and calcic at contacts with melts of high basicity. The peripheral parts of the aureoles ubiquitously contain preserved zones of forsterite calciphyres and periclase marbles, whereas skarns at mafic intrusions consist of high-temperature silicates of decreasing Mg contents: monticellite, merwinite, melilite, and spurrite. Prograde and retrograde mineralforming processes in the metasomatic rocks and their facies affiliation are analyzed, and the chemical composition of the minerals are examined. The Riverside skarn aureoles are compared with other compositionally contrasting skarn aureoles that developed in contacts with granite magmas and melts of increasing basisity.
Development of Teacher Leadership Guiding Principles in Preparing Teachers for the Future

This paper aims to describe how the researcher develops guiding principles in preparing teacher leaders for the future in Malaysia’s education system. This was done by comparing various literature on established teacher leadership models around the world. The process started with a brainstorm session to list possible indicator in a teacher leadership model. This process listed indicators such as curriculum and instruction, teacher leadership, administrative function, collaboration/sharing expertise and mentoring, practice professional learning for continuous improvement, and professional networking. The literature review conducted showed that although the different leadership models outlined different dimensions, they share some common elements. These elements were used as the research’s provisional guiding principles in an attempt to understand the leadership practices among teachers in Malaysian schools. Each provisional guiding principle was then detailed out in term of values, skills and knowledge associated with it. This will assist the researchers in designing research instruments to assess every guiding principle. In summary, the guiding principles identified are: teaching, learning, assessment and clinical experiences; passion for life-long learning; engage in positive social interactions for professional development and self-fulfillment; competency to adapt to changing technology and its application for teaching and learning, and management; attitude and capability to provide ideas, innovations and manage change through evidence-based practices; and foster continual outreach programmes with diverse communities and capitalize on opportunities through networking to provide a sense of belonging and responsibility to the local and global communities.
Eccocar: a disruptive car sharing platform that advances the connected cars era

Car-sharing schemes are experience a fast adoption in different segments and players, each one for different motivation and needs:
•	B2C car sharing platforms with proprietary fleets are the most widespread scheme for alternative urban mobility, but lacks on a variety of car models (usually the same or very few models available) and their focus is on B2C with urban mobility needs.
•	P2P car sharing platforms offers the most affordable and flexible alternative for occasional car needs, accounting for the broadest variety of car models to fit those individual needs and the lowest costs. But most of them lacks on the appropriate technology to offer a satisfactory UX both for car owners and drivers. 
•	Car rental companies are progressively updating their fleets with car sharing technology to provide a better UX for customers, but only larger players can afford the resources, skills and costs it requires, commonly by acquiring promising star-ups with proprietary car sharing technology. Those players who fail on walking that path will face the threat of drastic downturn in sales.
•	Corporate car sharing is a novel but fast growing trend, especially in Europe, to reduce OPEX for transport needs, simplify fleet management, while boosting an ECO-friendly brand awareness. Companies can save up to 40% of cost if adopting this scheme as compared with traditional leasing schemes, but most leasing companies are waiting for commercial solutions that can help them make that shift in a seamless, cost-effective and reliable way, since R&D innovation is not their core business.

Aware of the above trends and the opportunities and synergies it provides, Eccocar Sharing S.L. is developing the most innovative, secure, smart, reliable and convenience car sharing enabling solution that can be seamlessly applied to all previous scenarios, while offering disruptive added value services to take car-sharing UX to a next step.
Understanding the Relationships between Lightning, Cloud Microphysics, and Airborne Radar-Derived Storm Structure during Hurricane Karl (2010)

Abstract This study explores relationships between lightning, cloud microphysics, and tropical cyclone (TC) storm structure in Hurricane Karl (16 September 2010) using data collected by the NASA DC-8 and Global Hawk (GH) aircraft during NASA’s Genesis and Rapid Intensification Processes (GRIP) experiment. The research capitalizes on the unique opportunity provided by GRIP to synthesize multiple datasets from two aircraft and analyze the microphysical and kinematic properties of an electrified TC. Five coordinated flight legs through Karl by the DC-8 and GH are investigated, focusing on the inner-core region (within 50 km of the storm center) where the lightning was concentrated and the aircraft were well coordinated. GRIP datasets are used to compare properties of electrified and nonelectrified inner-core regions that are related to the noninductive charging mechanism, which is widely accepted to explain the observed electric fields within thunderstorms. Three common characteristics of Karl’s electrified regions are identified: 1) strong updrafts of 10–20 m s−1, 2) deep mixed-phase layers indicated by reflectivities &amp;gt;30 dBZ extending several kilometers above the freezing level, and 3) microphysical environments consisting of graupel, very small ice particles, and the inferred presence of supercooled water. These characteristics describe an environment favorable for in situ noninductive charging and, hence, TC electrification. The electrified regions in Karl’s inner core are attributable to a microphysical environment that was conducive to electrification because of occasional, strong convective updrafts in the eyewall.
Adaptation Establishment Covid19

The project aims to safeguard the health of customers,suppliers and employees,as well as to stimulate trust between them,the effects of the Covid pandemic19,through an investment effort in the reorganisation of the establishment,higienisation and purchase of equipment that contributes to this effect
Market Anomalies and Intraday Return Indonesia Stock Exchange

This research examined the anomalous Day of The Week Effect which are found in many developed and developing capital markets around the world, occurred in Indonesian capital market. Day of The Week Effect is a phenomenon on stock returns value that are influenced by the trading day. One example of Day of The Week Effect is Monday Effect, which is the stock return value declined or low value on Monday. The data population were Equity Indices which are listed in Indonesia Stock Exchange (IDX ) during October 2012 to March 2013. The data which is primary data that obtained from the IDX, such as Jakarta Composite Index (JCI), BISNIS27, IDX30, and Srikehati. This research split the population data into two balanced data panel that are Q4 2012 (before trading hours regulation changed) and Q1 2013 (after trading hours regulation changed). The results indicate the occurrence of partially Monday Effect in Q4 2012 and partially Weekend Effect in Q1 2013 on the BEI. Test results proved that there is Day of the Week Effect and the day that influence the returns is not always the same and consistent. Monday, Tuesday, Wednesday, Thursday and Friday is alternately affect the return. In addition, the comparisons of return on Monday with another days are not always have large negative return differences and Monday is not always affect the return on each trading interval.
Integrated tools and methodologies for sustainable Mediterranean cities

In the Mediterranean region, two thirds of the population live in urban areas. By 2050, the United Nations Human Settlements Programme predicts that the urban population will grow to around 170 million in the countries on the northern shore and to over 300 million to the south and east. This fact generates serious challenges: growing number of slums, inadequate infrastructures and services (waste collection, potable water, mobility, health threats). Cities play a major role in tackling these challenges. That is why a new sustainable approach to spatial planning and management in Mediterranean cities, offering longer-term sustainable solution, is needed. Combining the capitalisation of the Interreg MED project “CESBA MED: Sustainable Cities” with the ENI CBC MED project “GreenBuilding”, Sustainable MED Cities will provide Mediterranean municipalities with a system of innovative tools and methodologies to develop effective policies, strategies and action plans in relation to the Mediterranean Strategy for Sustainable Development 2016-

2025. The project will also deliver innovative capacity-building programmes for Mediterranean cities to step up their capacity to drive the urban regeneration.
Theb-value and fractal dimension of local seismicity around Koyna Dam (India)

Earthquakes began to occur in Koyna region (India) soon after the filling of Koyna Dam in 1962. In the present study, three datasets 1964–1993, 1993–1995, and 1996–1997 are analyzed to study the b-value and fractal dimension. The b-value is calculated using the Gutenberg–Richter relationship and fractal dimension Dcorr. using correlation integral method. The estimated b-value and Dcorr. of this region before 1993 are found to be in good agreement with previously reported studies. In the subsequent years after 1995, the b-value shows an increase. The estimated b-values of this region are found within the limits of global average. Also, the pattern of spatial clustering of earthquakes show increase in clustering and migration along the three zones called North-East Zone, South-East Zone (SEZ), and Warna Seismic Zone. The earthquake events having depth ≤5 km are largely confined to SEZ. After 1993, the Dcorr. shows decrease, implying that earthquake activity gets clustered. This seismic clustering could be helpful for earthquake forecasting.
PANEL FOR LIFT DOORS AND RELATIVE ASSEMBLY METHOD THEREOF

A panel (1) for lift doors is illustrated comprising: a frame (2); at least one portion in glass (3); at least one pair of longitudinal profiles (4), and at least one pair of transversal profiles (5), said longitudinal (4) and transversal profiles (5) being suitable for enclosing the glass portion (3), wherein each of said longitudinal profiles (4) presents at least one mechanical coupling element to a corresponding mechanical coupling element of the transversal profile (5). An assembly method of a panel (1) for lift doors is also illustrated.
Enabling Network-based Innovation through Services and Institutional Engagement

ENISIE intends to contribute to smart, sustainable and inclusive growth of the cross-border area moving from the field-based new generation social enterprise environment (innovative start-ups with a social vocation). It encourages the innovation in key areas such as digital health, food tech and sustainable tourism (experiential and seasonally adjusted), to foster the circular trans-border mobility of qualified young people and enable the internationalization of innovative SMEs from both sides of cross-border territories.
Enisie aimed at providing immediate support in the post emergency COVID-19. The specific intent is to provide support, which can greatly help cover widespread needs as much as the recovery of economies in a new cross-border perspective through two strands of intervention.
A prevalent part, consisting of accompanying services that will guarantee both the restoration of the business plan and the identification of the needs of the entities and companies within their reference sectors.
A residual part represented by measures of direct and rapid support to companies and entities, through the provision of funds for a quick-impact project and small-scale project directly provided by the ENISIE project partners and aimed at covering the immediate needs of supplies and services to allow companies to overcome the crisis.
Modeling Users' Adoption Behaviors with Social Selection and Influence

Massive users’ online adoption behaviors were recorded thanks to the various emerging web services such as Facebook, Twitter, G+, Netflix and so on. Two key factors that affect users’ adoption behaviors are social selection and social influence. Understanding such factors underlying each behavior can potentially help web service providers gain much more insights into their users and improve predictive power. In this paper, we try to answer (1) How do the roles of selection and influence play in a user-level adoption? (2) Capturing those factors can benefit the modeling and prediction of users’ adoption behaviors or not. Quantitatively capturing the two factors could be challenging since the known ”ballot box communication”. Moreover, though both social selection and influence are well studied in collaborative filtering and information diffusions respectively, it’s still non-trivial to jointly model them. We propose a probabilistic Latent Factors with Diffusion Model (LFDM) which explicitly considers both social selection and influence by projecting cascading processes into latent factor spaces. We also develop an effective EM styled algorithm for estimating the proposed model. Finally we validate our methodology on three kinds of real world data sets.