SIRIS-Lab/unlabelled-sti-corpus huggingface dataset:
VORAUSSCHAUENDER WARTUNGSASSISTENT

ES SIEHT DIE INDUSTRIALISIERUNG EINES MESS- UND DIAGNOSESYSTEMS VOR, DAS AUF EINEM NETZWERK VON SENSOREN BASIERT, DIE DAS PARADIGMA DES EDGE COMPUTING (EC) IMPLEMENTIEREN, WOBEI KÜNSTLICHE INTELLIGENZ (KI) SYSTEME FÜR VORAUSSCHAUENDE WARTUNG VERWENDEN. DAS PRODUKT BESTEHT AUS EINEM REKONFIGURIERBAREN NETZWERK INTELLIGENTER SENSOREN, DIE MIT SPS UND DER UNTERNEHMENSDATENBANK VERBUNDEN SIND. ZWEI VERSCHIEDENE KI-EBENEN ÜBERWACHEN DEN STATUS DER ÜBERWACHTEN MASCHINE: DIE ERSTE AUF NODE-EBENE, DIE UMSETZUNG DES EG-PARADIGMAS UND DER ZWEITE AUF MASCHINENEBENE. JEDER SENSOR WIRD VON EINEM ELEKTRONISCHEN OPEN-SOURCE-SYSTEM FLANKIERT, DAS MITHILFE VON MACHINE LEARNING-ALGORITHMEN DEN STATUS DES EINZELNEN MESSPUNKTES ÜBERWACHT. WENN SICH DER PUNKT IN EINEM NOMINALZUSTAND BEFINDET, WERDEN DIE DATEN AUF DER KNOTENEBENE VERARBEITET (ERHEBLICHE PARAMETER EXTRAHIERT) UND NUR DIE SYNTHETISCHEN DATEN WERDEN AN DIE ZENTRALE DATENBANK ÜBERMITTELT: DIES VERHINDERT DIE SPEICHERUNG VON DATEN, DIE KEINE INFORMATIONEN HINZUFÜGEN
Byzantine Heritage Network: Rehabilitation, highlighting and management in the Eastern Mediterranean Basin.

The mission of the project ByHeriNet is to establish a well-grounded network, under the acronym “ByHeriNet”, addressed to cultural highlighting, integrated enjoyment and management of these landscapes in which the byzantine heritage, found a real and important resource. The cultural, archaeological and architectural heritage referred to the byzantine world is one of the most interesting aspects of identity for countries which face the east side of the Mediterranean Basin. Important churches, monasteries and settlements as a whole characterize the landscape of south Italy as fair as Greece, and Cyprus and are already, but one by one, touristic or/and religious pilgrimage destinations. The points of criticism which set up the potentiality of this project are a non-homogeneous and fragmentary knowledge for this heritage as well as a lack of strategic tools for an integrated and global enjoyment of landscapes. The basic principles are the cooperation relationships and the exchange of knowledge and experiences between all the partners involved in this project, aimed to reinforce the common identity of all countries and to produce expected qualitative and quantitative results. Main objectives: • Cooperation aiming towards the safeguarding and utilization of the Byzantine cultural heritage • Determination of a common strategy for utilizing the cultural landscapes in the framework of integrated strategies of spatial development • Awareness as far as the byzantine cultural heritage is concern Main activities: • Definition, analysis and project of cultural itineraries aimed to highlighting the byzantine cultural heritage through all the countries. • Pilot projects aimed to development of on-line and off-line platforms for distance enjoyment of monuments and site characterized by difficult conditions of accessibility and enjoyment, through tools and systems of the Information Society. • Information activity for the divulgation of deliverables and outputs of the project. • Training activity aimed to provide skills in the field of knowledge and dissemination byzantine cultural heritage. Results, outputs and deliverables: • Feasibility projects for the development of Byzantine cultural itineraries; • Documentation Centre of Byzantine Heritage in the Museum of Byzantine Civilization, in the abbey of Santa Maria di Cerrate (lLecce) • Inventories and GIS; • Web Portal • international agreements and protocols for the carrying out of best practices; • on-line and off-line platforms for distance enjoyment; • certificate of skills aimed at implementation of employment in the field of cultural tourism. Direct beneficiaries are local administrations, superintendances, inhabitants of the involved areas, Non profit structures with cultural objectives, Businesses and professionals, Public and Private Organizations, Scientific Organizations.
Macroeconomic Behaviour and Economic Growth in Ghana

This study tries to ascertain the behaviour of some major macroeconomic factors that would drive Ghana’s economic growth using Johansen approach to cointegration. The study uses quarterly data from 1980:Q1 to 2013:Q4. The data were first analyzed using the Augmented Dickey Fuller (ADF and Philips-Perron (PP) tests which indicate that all the variables of interest were stationary after theifirst differencing. The study found cointegration relationship between real GDP (economic growth and its macroeconomic factors. The study found that in the long run physical capital, labour force, real effective exchange rate, stock market prices have positive effects on real GDP growth while consumer price index, interest rate, money supply, and government expenditure have negative effects on real GDP growth .In the same way, in the short run, physical capital, labour force, real effective exchange rate, stock market prices have positive effects on real GDP growth while consumer price index interest rate, money supply, and government expenditure still had negative effects on real GDP growth. Based on the study findings, it recommended that the Government together with the Bank of Ghana should develop and pursue prudent both fiscal and monetary policies that would aim at stabilising the macroeconomic indicators.

JEL Code: E1, E130, E6
CONCEALED WINDOW AND DOOR FRAME

The invention relates to a plastic, especially polyethylene, concealed frame, which can be directly set in concrete. The inventive frame comprises a base element (1) and a frame (3), said frame (3) being able to move to a certain extent in relation to the base element (1) before being definitively joined thereto (1) in order to offset tolerances. Preferably, a step (5) is provided in the lower side of the outer surface of the frame (3), which can be used as a traction edge when fitting full thermal insulation (6). Plastic screws (4) should be used to join the frame (3) to the base element (1).
Results based management in fisheries: Delegating responsibility to resource users

While the notion of results based management has been devoted recent attention in the context of reforming European fisheries management, it remains unclear what it entails. A conceptual model of results based management in fisheries is proposed as a way for public authorities to delegate specific management and documentation responsibilities to resource users. The model comprises three defining features: (1) That authorities define measurable objectives for the utilization of fisheries resources; (2) that resource users are made responsible for achieving these objectives and for (3) providing documentation that allows for an audit of the extent to which they are met. Selected cases are used to illustrate these features. Rationales and prospects of introducing results based management as an alternative in a European fisheries management context are discussed, giving consideration to how it may be pursued under the reformed common fisheries policy. & 2014 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/3.0/).
WatEr LandsCapes sustainability thrOugh reuse of Marine littEr

Mediterranean beaches are subjected to natural and anthropogenic pressures. In the last years, natural resource exploitation, urbanization, industrial growth, and intensive tourist frequentation severely degraded cross-border coastal dune ecosystems. Beaches are sinks for marine litter (ML), which impacts on the environment as the 10th Descriptor of Good Environmental Status of the Marine Strategy Framework Directive of the EU. ML is a serious threat to biotic communities, ecosystems and biodiversity. Moreover, coastal erosion (CE) and ML lead to the deterioration of beach quality, decreasing the attractiveness of coastal areas for tourism, leading to socio-economic impacts. Often, to stop erosion walls are built in front of the beaches, with a negative impact on environmental quality and attractiveness and clean-up activities are carried out with mechanical equipments that further contribute to CE. These hard approaches were not supported by an adequate knowledge of possible consequences and without a legal and institutional framework for an Integrated Coastal Zone Management (ICZM). The WELCOME project is mainly aimed at developing a soft method based on an art-driven reuse of wood ML to make anti-erosion coastal systems in a sustainable, circular economy based approach. The WELCOME project engages 3 competent research institutions (CONISMA, F.GJ.M, UNIME) and 3 experienced public authorities (ML, NCA, JPMDCG) to perform: i) research on ML (including modelling) and ML removal from selected Italian, Albanian and Montenegrin beaches, ii) dune restoration, according to a well-defined methodology, iii) drafting of a ML plan in the frame of ICZM. The involvement of the major stakeholders, including local public administrations, owners of bathing establishments, fishery cooperatives, diving centers, marinas managers, voluntary groups and environmental organizations, will be a key aspect of the cross-border policy-making aim and increase of public awareness on ML and CE.
MEMORY STRUCTURE WITH NON-ION BEAM ETCHED MTJ AND TOP ELECTRODE

A memory structure including a magnetic tunnel junction (MTJ) structure and a top electrode that are both formed without utilizing ion beam etching is provided. The MTJ structure, which includes a lower magnetic stack, a tunnel barrier layer and an upper magnetic stack, is pyramidal shaped, and end portions of the lower magnetic stack of the MTJ structure are devoid of the tunnel barrier layer and the upper magnetic stack.
Renewables-Based drying technology for cost-effective valorisation of waste from the food processing industry

The EU27 annually generates 90 million tonnes of food waste, with a 39% generated in the manufacturing processes. The food processing industry critically needs sustainable solutions for waste valorisation and re-use. 

Our Proposition: DRALOD, a disruptive replicable drying process 100% environmentally-friendly and extremely cost-effective:
- Environmentally: DRALOD uses renewables only, to allow valorisation of plant-origin waste into highly valuable functional ingredients as demanded by the nutraceutical and pharmaceutical industry.
- Cost-effectiveness: DRALOD drying plant has a pay-back period shorter than 6 years for an average plant with 35,000 tonnes/year capacity. 

Our Assets:
- Consortium´s technological background: The Coordinator (PERNIA) is experienced in solar drying plants with licensing rights on a leading solar heating technology. OKOTHERM is specialist in the development and manufacturing of innovative biomass heating systems since 1995, while RTDPs DFBZ and RISE bring world-class knowledge for implementation of energy recovery and smart control units for DRALOD combined solar-biomass drying system.
- Industry-driven vision: PERNIA´s turnover is over €2.2million in 2017, with a net profit increase growth of 32% with respect to 2016, operating in solar drying for BSG valorisation, evidencing a high potential. 

Target market: The generated volume of high-water content waste from plant-origin food processing, leads to an SAM estimated at €1,395 million in 2024.

Business model: Commissioning of DRALOD drying plants under a franchise business model, designed to overcome the up-front investment barriers by lowering our customers´ required initial investment in 30%.

Commercialisation strategy: The Brewery sector is our beachhead market. We currently work for the largest Spanish Brewery group. Our follow-on markets will include wineries, fruit juice and the olive oil sectors.

Financial projections: 44 million € and 80 new direct jobs by 2024.
Improvement of Virtual View Rendering Based on Depth Image

Virtual view rendering has great importance in 3-D display. In order to get high-quality image of an arbitrary view from 2-D source image, improvement on depth-image based rendering (DIBR) is studied in this paper. By analyzing the process of virtual view rendering of DIBR, an improved method is proposed, which generates new view by modifying parallax of two views and incorporating image in painting. The parallax is deduced from depth information, and modified afterwards according to parallax gradient, so as to reduce hole regions before generating new view by 3-D image warping. To further remove the remaining holes, image in painting combining texture and depth information is incorporated. Experimental results show the superiority of the proposed method.
SU-E-T-248: Determining Output Factor of Irregular Electron Cutouts at Extended SSD

Purpose: To calculate the output factor (OPF) of any irregularly shaped electron beam at extended SSD Methods: Using Cerrobend block, circular cutouts with diameter ranging from 2.0cm to the maximum possible size for 15×15 applicator of Varian 2100C and 14×14 applicator of ELEKTA Synergy LINACs were prepared. In addition, two irregular cutouts were made. For each cutout, percentage depth dose (PDD) at standard SSD and point doses at different SSD were measured in water using Scanditronix diodes and PTW 0.125 cm3 ion-chambers, respectively. In addition, the distance at which electron fluence along the central axis becomes independent of cutout size was determined using EDR2 films. On each LINAC, electron beam energies of 6, 9, 12, and 15/20 MeV were used. Results: Using the open applicator as the reference field, the lateral buildup ratio (LBR) for each circular cutout as a function of depth was calculated. From the LBR value and radius of the cutout, the corresponding lateral spread parameter (σR(z)) was determined. Taking the cutout side dependence of σR(z)) into account, PDD of the irregular cutouts at the standard SSD were calculated. From the point dose measurement at different SSDs, the effective SSD of each cutout was calculated. Taking the calculated PDD of the irregular cutout and effective SSD (SSDeff) of the circular cutout into account, OPFs of the irregular cutout at extended SSD values were calculated. Finally, the calculated output factors were compared with the measured values. Conclusion: In this research, the improved LBR method has been generalized to calculate output factor of irregular cutouts at extended SSD. In a clinically useful region, the percentage difference between the measured and the calculated output factors of the irregular cutouts was within 2%. Similar results were obtained for all available electron energies of both Varian 2100C and ELEKTA Synergy machines.
Biotic resistance and invasional meltdown: consequences of acquired interspecific interactions for an invasive orchid, Spathoglottis plicata in Puerto Rico

Invasiveness of non-native species often depends on acquired interactions with either native or naturalized species. A natural colonizer, the autogamous, invasive orchid Spathoglottis plicata has acquired at least three interspecific interactions in Puerto Rico: a mycorrhizal fungus essential for seed germination and early development; a native, orchid-specialist weevil, Stethobaris polita, which eats perianth parts and oviposits in developing fruits; and ants, primarily invasive Solenopsis invicta, that forage at extrafloral nectaries. We tested in field experiments and from observational data whether weevils affect reproductive success in the orchid; and whether this interaction is density-dependent. We also examined the effectiveness of extrafloral nectaries in attracting ants that ward off weevils. Only at small spatial scales were weevil abundance and flower damage correlated with flower densities. Plants protected from weevils had less floral damage and higher fruit set than those accessible to weevils. The more abundant ants were on inflorescences, the less accessible fruits were to weevils, resulting in reduced fruit loss from larval infections. Ants did not exclude weevils, but they affected weevil activity. Native herbivores generally provide some biotic resistance to plant invasions yet Spathoglottis plicata remains an aggressive colonizer despite the acquisition of a herbivore/seed predator partly because invasive ants attracted to extrafloral nectaries inhibited weevil behavior. Thus, the invasion of one species facilitates the success of another as in invasional meltdowns. For invasive plant species of disturbed habitats, having ant-tended extrafloral nectaries and producing copious quantities of seed, biotic resistance to plant invasions can be minimal.
What have we learned?: macroeconomic policy after the crisis

Top economists consider how to conduct policy in a world where previous beliefs have been shattered by the recent financial and economic crises.Since 2008, economic policymakers and researchers have occupied a brave new economic world. Previous consensuses have been upended, former assumptions have been cast into doubt, and new approaches have yet to stand the test of time. Policymakers have been forced to improvise and researchers to rethink basic theory. George Akerlof, Nobel Laureate and one of this volume's editors, compares the crisis to a cat stuck in a tree, afraid to move. In April 2013, the International Monetary Fund brought together leading economists and economic policymakers to discuss the slowly emerging contours of the macroeconomic future. This book offers their combined insights.The editors and contributors?who include the Nobel Laureate and bestselling author Joseph Stiglitz, Federal Reserve Vice Chair Janet Yellen, and the former Governor of the Bank of Israel Stanley Fischer?consider the lessons learned from the crisis and its aftermath. They discuss, among other things, post-crisis questions about the traditional policy focus on inflation; macroprudential tools (which focus on the stability of the entire financial system rather than of individual firms) and their effectiveness; fiscal stimulus, public debt, and fiscal consolidation; and exchange rate arrangements.
Zero-Impact Cultural Heritage Event Network

Zero-impact cultural heritage Event Network – ZEN is a project aimed at developing a shared methodology to reduce the impact of events and festivals in historic centers and on cultural heritage through the exchange of significant experiences and lessons learned by the particpating partners. All over Europe, events and festivals have the ability to draw positive effects on tourism, cultural diversity and local economy but they also have critical impact on local context and, more in general, on the environment. In the UK alone, it is estimated that live music events produce 400,00 t Co2 annually and a 2007 survey carried out by the University of  Buckinghamshire on behalf of A Greener Festival on 649 festival goers in Great Britain, Germany and the Netherlands found out that 80% were concerned about noise, 82% thought waste had a negative impact, 84% were worried about the impact of travel and transport,  60% expressed concern about water and land damage.
The same survey found out that 42% of respondents believed that the responsibility for minimising these damages lies with local authorities, as many of the negative effects of events are felt immediately at local level, with increase in noise and air pollution, waste production, pressure on transport and infrastructure and damage to fragile cultural heritage.
Based on these data, the main focus of ZEN is to work with different know-how and experiences to provide common solutions at EU level dealing with the reduction of these negative effects on urban settings of cultural and artistic significance and that will provide a roadmap to manage and protect cultural heritage in occasion of open-air events that attract large numbers of people. The findings of the project will be transferred at policy level through the development of an implementation plan for each participating region, and by assuring:  A)exchange of experiences and best practices among all PPs, based on  individual
know-how and on  experiences to be researched  in European regions and transferred to the PPs; B) development of a common approach at strategic level to manage the effects and impact of events on historic centres and cultural heritage; C) involvement of the local communities, both public and private stakeholders, in order to share the project’s aims and to make local actors as active participants in the process; D) diffusion of the project’s results. ZEN partnership consists of local and regional authorities, Universities and Business support centres who are involved with events and festivals in different ways, and that are often responsible for co-financing and guaranteeing public services. Their inputs will be valuable  to address the common problems and the opportunities that arise from a future, ‘zero-impact’ approach to events and to interface with those communities who are the primary beneficiaries, but also the most affected by the effects of events in their territories
euro-meDiterranean cAreer & Employment aDvisor portAl for the mobiLity of yoUng residentS

Project in brief _x000D_
_x000D_
The large young population entering the job market in the Mediterranean area will represent a major challenge in the upcoming years. Qualified young people who should enhance the competitiveness of the Mediterranean area need to overcome numerous barriers while seeking career and employment opportunities. Building professional profiles, finding opportunities, matching successfully skills with market demands, understanding and coping with various profiling procedures (e.g. certification of their diplomas and degrees, generation and application of CVs_x000D_
and cover letters, qualification in job interviews) are among the key issues faced by job seekers on both shores of the Mediterranean. DAEDALUS aims to support the needs of young people in the Mediterranean labour markets by_x000D_
enhancing their career and business opportunities and matching their qualifications and skills with existing needs in neighboring countries. To achieve this goal, the project will offer electronic career and employment advising services to help young people raise their competence level in marketing their skills and searching employment as well as to constitute an efficient instrument for employment stakeholders in order to post job vacancies, seek qualified employees and explore new investment opportunities. _x000D_
_x000D_
Specific objectives _x000D_
_x000D_
• To help young people raise their competence level in marketing their skills and searching employment in the Mediterranean markets _x000D_
• To establish a technologically enhanced instrument for stakeholders to post job vacancies, find qualified competitive employees and explore investment opportunities in a collaborative way
Improved microstructure and performance of Ni-based anode for intermediate temperature solid oxide fuel cells

Abstract Three kinds of anodes prepared by NiO impregnation, (Ni, Mg)O impregnation and conventional sintering methods are investigated under the conditions of anodic current polarization and redox cycling. The optimized NiO loading in the NiO-impregnated anode is 40 wt%; and the minimum polarization resistance is 1.40, 0.71 and 0.60 Ω cm 2 at 700, 750 and 800 °C, respectively, due to the increased triple phase boundary and conductivity that promote the charge-transfer process of H 2 oxidation reaction. The conventional Ni–YSZ cermet anode is less sensitive to the current polarization at 200 mA cm −2 ; however, its polarization resistance is much higher than those of the impregnated anodes. (Ni, Mg)O impregnation improves the performance durability and redox-ability at 800 °C, with a low polarization resistance of 0.93 Ω cm 2 after 48 h of current polarization and of 0.71 Ω cm 2 after 10 redox cycles. The addition of Mg lowers the reducibility of (Ni, Mg)O particles; and its improved electrochemical performance and redox cycling resistance are attributed to its stabilized microstructure consisting of nano-scale Ni particles distributed on the surface of the pre-sintered YSZ scaffold. The agglomeration of fine Ni particles is suppressed by the unreduced (Ni, Mg)O in the anode.