SIRIS-Lab/unlabelled-sti-corpus huggingface dataset:
Adaptation in Nonlinear Learning Models for Nonstationary Tasks

The adaptation of individual learning rates is important for many learning tasks, particularly in the case of nonstationary learning environments. Sutton has presented with the Incremental Delta Bar Delta algorithm a versatile method for many tasks. However, this algorithm was formulated only for linear models. A straightforward generalization to nonlinear models is possible, but we show in this work that it poses some obstacles, namely the stability of the learning algorithm. We propose a new self-regulation of the model’s activation which ensures stability. Our algorithm shows better performance than other approaches on a nonstationary benchmark task. Furthermore we show how to derive this algorithm from basic loss functions.
Study on the Relationship Between Rainfall Runoff and Soil Erosion of Slopeland in Gullied Rolling Loess Area

Based on the data of 27 erosive rainfalls from 2009 to 2012 of four farmland runoff plots in Anjiapo small watershed,this paper analyzed the relationship characteristics of the rainfall runoff and the soil erosion in gullied rolling loess area. The results show that rainfall runoff and soil erosion of cultivated land are proportional to the gradient variables under the same rainfall conditions. The erosive rainfall distributions are extremely uneven and show obvious distribution characteristics of one-peak in flood seasons. Leading to the soil and water loss of farmland rainfall about the runoff level is heavy rain in gullied rolling loess area. Especially,the erosive rainfall in July is the largest.Therefore,July becomes the most critical period to prevent and control the soil erosion of farmland in the gullied rolling loess area.
Dos grandes europeístas españoles del siglo XVI: Luis Vives y Andrés Laguna

Aunque la unión de los pueblos que integran el viejo continente (de viejo nombre también, pues aparece ya escrito en los inicios del siglo VI a.C.) ha llegado a realidades parciales en pleno siglo XX (unión económica primeramente), en el primer tercio del siglo XVI se soñó con la idea de la unidad de Europa. En efecto, a pesar de que por esos mismos años se estaba despertando la conciencia de las nacionalidades, adquirió fuerza también la percepción de los elementos unitivos o cohesivos. Tales elementos eran, sobre todo, el cristianismo y la idea imperial mantenida en la casa de los Habsburgo. Pues bien, esas fuerzas unitivas iban a converger por una serie de circunstancias históricas en España.
Explicitly-correlated Gaussian geminals in electronic structure calculations

Explicitly correlated functions have been used since 1929, but initially only for two-electron systems. In 1960, Boys and Singer showed that if the correlating factor is of Gaussian form, many-electron integrals can be computed for general molecules. The capability of explicitly correlated Gaussian (ECG) functions to accurately describe many-electron atoms and molecules was demonstrated only in the early 1980s when Monkhorst, Zabolitzky and the present authors cast the many-body perturbation theory (MBPT) and coupled cluster (CC) equations as a system of integro-differential equations and developed techniques of solving these equations with two-electron ECG functions (Gaussian-type geminals, GTG). This work brought a new accuracy standard to MBPT/CC calculations. In 1985, Kutzelnigg suggested that the linear r 12 correlating factor can also be employed if n-electron integrals, n > 2, are factorised with the resolution of identity. Later, this factor was replaced by more general functions f (r 12), most of...
Brain metastases of gastro-oesophageal cancer: evaluation of molecules with relevance for targeted therapies.

Brain metastases (BM) of gastro-oesophageal cancer are exceedingly rare and only limited data exist on their pathobiology.We identified tissue samples of BM of gastro-oesophageal cancer and analyzed the expression of human epidermal growth factor receptor-2 (HER2), phosphorylated signal transducer and activator of transcription-3 (pSTAT3), epithelial growth factor receptor (EGFR), V600E point mutation of the v-raf murine sarcoma viral oncogene homolog-B1 (BRAF V600E), cluster of differentiation molecule-34 (CD34), hypoxia inducible factor-1α (HIF 1-α) and Ki-67 by immunohistochemical methods.Our series comprised of twenty adenocarcinomas and one oesophageal squamous cell carcinoma. Three (14%), 7 (33%), 9 (43%), 18 (86%) and 0 BM specimens were scored positively for HER2, EGFR, pSTAT3, HIF1-α and BRAF V600E expression. The median Ki-67 index was 59%. The microvascular density was moderate-to-high and active intratumoral microvascular sprouting was evident in 20/21 (95%) of BMs. The HER2 and EGFR expression status were consistent between primary tumors and BM in all three assessable cases. HIF1-α and pSTAT3 expression were significantly higher in HER2-positive cases.Therapeutic use of agents targeting HER2, pSTAT3, EGFR and angiogenesis may be feasible for selected BM of gastro-esophageal cancer. HER2 positivity does not seem to predispose to brain colonization in gastro-esophageal cancer.
Des animaux et des métiers

Résumé Composé par un auteur anonyme au xiv e siècle, le Dialogus creaturarum a connu deux traductions françaises, qui portent la même date (1482) et qui semblent se baser sur le même modèle latin. Cela ne peut qu’encourager le linguiste à comparer les deux versions vernaculaires: bien que mené sur un corpus limité (une petite dizaine de “Dialogues” sur 122), un tel examen confirme, d’un côté, la liberté dont les traducteurs du xv e siècle disposaient face à leur source; et révèle de l’autre la technique de chacun – une technique qui peut aussi dépendre des destinataires: si Colard Mansion composait ses beaux manuscrits pour les lecteurs de la cour de Bourgogne, l’imprimé sorti des presses de Geraert Leeu à Gouda visait indubitablement un public plus large, certes intéressé par le contenu de ces “fables”, mais sans doute moins sensible aux finesses stylistiques de la prose française de ce temps.
Bimodal distribution of the solar wind at 1 AU

Here we aim to separate the two main contributions of slow and fast solar wind that appear at 1 AU. The Bi-Gaussian function is proposed as the probability distribution function of the two main components of the solar wind. The positions of the peaks of every simple Gaussian curve are associated with the typical values of every contribution to solar wind. We used the entire data set from the Advanced Composition Explorer (ACE) mission in an analysis of the data set as a whole and as yearly series. Solar cycle dependence is considered to provide more accurate results for the typical values of the different parameters. The distribution of the solar wind at 1 AU is clearly bimodal, not only for velocity, but also for proton density, temperature and magnetic field. New typical values for the main parameters of the slow and fast components of the solar wind at 1 AU are proposed.
Tensions flare over electric fishing in European waters

In a surprise outcome, the European Parliament voted 16 January to ban a type of electric fishing that has demonstrated environmental benefits, as part of legislation to reform Europe9s fisheries. The proposed end to trawling—in which short bursts of electricity get flatfish out of the sediment and into nets—is a major disappointment to Dutch fishing companies, which have invested heavily in the technology; they claim it is less damaging to marine ecosystems than traditional bottom trawling and saves energy. But fishing groups in other EU countries are increasingly angry about competition from the Dutch pulse trawlers. And a coalition of environmental organizations worries about harm to nontarget marine life. Other nongovernmental organizations say pulse trawling has promise to reduce environmental impacts and that ending it now would penalize the fishing industry for innovating. The vote is just the first step in negotiations with the European Commission and member states over the large package of fisheries reforms.
Perfil epidemiológico de las fracturas de tobillo en el Hospital Regional ''General Ignacio Zaragoza'' del ISSSTE, CDMX

Introducción: La epidemiología de fracturas tobillo es poco conocida en México.Objetivo: Presentar el perfil epidemiológico de las fracturas de tobillo en el Hospital Regional "General Ignacio Zaragoza" del
Parietal Abdominal Wall Swelling Turning Out To Be a Parietal Complication of Hydatid Cyst of Liver - A Case Report. -

Hydatid cyst is the disease of liver and lungs, but this disease may occur in any part of world and anywhere in the body. This report presents hydatid cyst located in the liver which presented as a superficial parietal abdominal wall swelling. 
A 65 year old female patient from central Dhule district of Maharashtra came with chief complaints of a painless mass in the Right hypochondriac region since 10 years, gradually increasing in size. Clinically it seemed to be a parietal abdominal wall swelling but ultrasound revealed lesion to be a hydatid cyst of the liver which had herniated out through the abdominal wall in spite of there being no evidence any abdominal wall defect congenital / acquired at the site of presentation. Hydatid cyst of the liver can with / without getting ruptured spread to various structures around the liver. 
Spread of hydatid cyst of liver to the adjacent abdominal wall is called as “The Parietal complication” of this disease, which are 1) subcutaneous rupture of the cyst and 2) spontaneous cysto-cutaneous fistula of liver hydatid cyst. There have been reports published of cases with spontaneous subcutaneous rupture of hydatid cyst of liver, hydatid cyst of liver presenting as cysto-cutaneous fistula and previously operated hydatid cyst of liver with abdominal wall recurrence, but case reports with intact hydatid cyst of liver presenting as a superficial parietal abdominal wall swelling has not yet been reported .
Parietal complications of hydatid cyst of the liver are extremely rare. The diagnosis is usually established by USG and CT-scan.
In our case patient had a hydatid cyst of liver, which herniated out of abdomen inspite of no history of any trauma or surgery in past. The swelling was not having any discharge, nor had it ruptured in the subcutaneous space. Our case an “Intact Hydatid cyst of liver herniated through a normal abdominal wall” is, to the best of our knowledge, the 1st case reported of this kind.
NETWORK MEASUREMENTS FOR ENHANCED MACHINE LEARNING MODEL TRAINING AND INFERENCE

Methods, systems, and devices for wireless communications are described. A user equipment (UE) may communicate with a network entity within a wireless communications network. The UE may transmit a request for information to the network entity and, in response to the request, the UE may receive the requested information from the network entity. For example, the UE may request data from one or more data repositories associated with the network entity. In some examples, the information request may be associated with one or more measurements associated with operations of the network. In some instances, the UE may use a machine learning model to perform training or inference based on the information associated with the one or more measurements.
Welcoming era chair to centre of excellence in nutrigenomics for optimising health and well-being in the institute of animal reproduction and food research, polish academy of sciences

The main objective of WELCOME2 is to upgrade, extend and unlock the research potential of Institute of Animal Reproduction and Food Research to achieve excellence on sustainable basis and fully participate in ERA. An outstanding researcher with high leadership skills (ERA Chair holder) and her/his group will be permanently employed at IARFR to lead interdisciplinary research that will lay grounds to Centre of Excellence in nutrigenomics for optimising health and well-being. ERA Chair is envisaged as a Deputy Director for Science at Institute’s new premises after their construction is completed. In parallel, we will implement SWOT-driven structural changes for responsible research and effective science management. Introduction of internal policies on GLP, OA, ODM and ethics will make IARFR a competitive and credible ERA-recognised centre. Upgraded HR unit will underpin proficient execution of C&C principles and OTM-R values, fostering ERA priorities of gender equality, research freedom and training, and thus increase Institute’s attractiveness for excellent mobile researchers. Under Chair’s guidance we will advance our research management/administrative skills and improve Institute's capacity to compete successfully for international funds. WELCOME2 received support from authorities, industry and research stakeholders, and demonstrates a strong synergy with European Structural Investment Funds. Project’s impacts feed into regional and national smart specializations, as well as Horizon2020 Societal Challenges, HorizonEurope Pillar2 Global Challenges and European Industrial Competitiveness and UN Sustainable Development Goals. We will disseminate WELCOME2 outcomes to external stakeholders in open trainings, scientific seminars and Knowledge Arena Workshops, and this way modify research and innovation landscape of region and country. To maintain all research-related policies and favourable working conditions beyond project completion a Sustainability Plan was prepared.
Foucault'S manuscripts on phenomenology (1950s) at bnf archive: a digital approach to the edition

EDIFOU’s aim is to explore, organize, digitally index and disseminate Michel Foucault’s unpublished manuscripts of the 1950s and the early 1960s on phenomenology, psychology, psychopathology, and anthropology (collected since 2013 at the Bibliothèque Nationale de France Archive). This part of Foucault’s work is still totally unknown today, therefore EDIFOU aims to provide researchers with a new corpus, which is destined to become a reference work in the field of humanities. Together with proposing original theoretical analysis, EDIFOU meets the most current issues of digital humanities especially related to cultural heritage. EDIFOU has indeed the aims to achieve an original editorial program, and generate new  knowledge by means of the development of innovative digital tools. As an external scientific consultant of Triangle’s ANR project 'Foucault Reading Notes', I have already tested the usefulness of the digital tools that have been developed in this framework up to now. EDIFOU’s aim is now to contribute to their improvement and further development. EDIFOU is highly stimulating and offers intellectual challenges. It is an ambitious project that requires not only specific scientific competences in the fields of philosophy, social sciences, and digital humanities, but also those personal and practical skills that enable a researcher to work in a team. At this stage of my career, I can rely on an excellent reputation in the international community of scholars in both the fields of Foucault studies, and history and philosophy of psychiatry. The quality of the research environment, supervision, training, and host facilities at Triangle-ENS de Lyon will give me the important opportunity not only to disseminate my research through diverse communication and outreach strategies, but also to profit from those skills, knowledge and training-related measures, which are fundamental to enhance my scientific independence and, as a consequence, my academic status.
NEEDLING METHOD AND DEVICE, NEEDLING LOOM EQUIPPED WITH SAME, AND METHOD OF PRODUCING A PILE, SUCH AS A SHORN PILE

The invention relates to a needling device which is used to form a non-woven fabric. The inventive device is characterised in that it comprises: needles (3) which are used to needle a fabric web (7), and a stripper (1). The invention is also characterised in that the stripper comprises at least one zone formed by drop wires (2), the aforementioned needles being disposed such as to move between said wires. The invention also relates to a needling loom which is equipped with one such device and to a method for the needling of a non-woven pile using one such needling loom.
Les ordinateurs quantiques dans un avenir proche: défis, implémentations optimales et applications pratiques

Les ordinateurs quantiques résoudront des problèmes complexes dans de nombreux domaines de la science et de l’industrie beaucoup plus rapidement et plus efficacement que les meilleurs ordinateurs classiques. La conception d’un ordinateur quantique fonctionnel est extrêmement difficile en raison de l’impact inévitable du bruit et de la décohérence sur les systèmes multiparticules quantiques. On peut donc s’attendre à ce que, dans un avenir proche, seuls des dispositifs constitués d’un nombre limité de qubits imparfaits (unités de base d’un ordinateur quantique) soient disponibles. Notre projet vise à caractériser la puissance de calcul et à explorer les applications pratiques possibles de ces dispositifs. Pour atteindre cet objectif ambitieux, nous mettrons en place un réseau de groupes de recherche en étroite collaboration traitant des aspects nouveaux de l’informatique quantique: L’apprentissage automatique quantique, le contrôle de systèmes quantiques complexes, la correction des erreurs quantiques et le problème de l’identification des ressources responsables de ce que l’on appelle l’accélération quantique
GROWTH DIFFERENTIATION FACTOR PROMOTER AND USES THEREFOR

GDF promoters (e.g., GDF-8 promoters) are described. Also described are methods of using the GDF promoters to regulate tissue-specific gene expression, and to identify compounds which regulate GDF expression.
The construction of South Texas masculinity: masculine space, the<i>pico de gallo</i>and the barbeque grill

I contend that masculinity formation in South Texas is linked to objects that have been deemed as ‘manly’. This study is significant because it examines a group in the US population that, according to census predictions, account for a large percentage of the fastest growing and largest Latino group in the United States. This autoethnography research examines how pico de gallo – a type of salsa – and the barbeque grill assist working-class Mexican American males in constructing a masculine identity known as macho. The data are based on observing 30 social events in the Rio Grande Valley. The findings reveal a pursuit for an apex status of macho through these objects and the cultural transmission of gender roles to the next generation of males. This study concludes by offering suggestions in examining how masculinity, for men of colour, might be linked to marginalisation practices within a social structure.
Applying a Hedonic Model to the Analysis of Campsite Pricing in Spain

In Spain, camping accommodation accounted for 6.32% of total tourism accommodation and 8.2% of overnight stays in 2007. There were 1,152 registered campsites which provided lodging for almost 6.4 million users. Although these figures are higher than those of rural accommodation, few studies have analyzed the main attributes of this sector and their contribution to the development of Spanish tourism. The main aim of this work is to provide information on pricing based on the attributes of camping establishments. Given the heterogeneity of supply in this sector, a hedonic model is applied using data from different sources. The results show that the variables with the greatest influence on pricing are a coastal location, the quality of the facilities, having a quality distinction or being an ecological establishment. The effect of the latter variable reinforces the strategy initiated by the private sector and public administrations of investing in sustainable tourism.
PLANETARY GEAR

In mechanical gears, changes in the speed of rotation are effected by external switching. In a planetary gear, a plurality of transfer pinion systems (A, B, C, 18, 19) are combined with each other in such a way that a division of the torque to be transmitted is obtained. This division makes it possible to accelerate the power take-off from standstill to the speed of rotation corresponding to the resisting torque at constant engine torque. The drive adjusts itself automatically to the correct speed of rotation and is protected against overloading.
Cross-border mobility through the provision of vouchers

The "MOVE ON" project aims to promote a better equilibrium in the cross-border labour market by supporting cross-border mobility pathways for young people and recent graduates. In particular, the project will promote job placement internships, through the provision of vouchers and related support services (administrative, management, user assistance, promotion, information, dissemination, and capitalization of results). The recipients of mobility vouchers will be identified through a public-evidence procedure and will fall into the following categories: not-employed, unemployed, disadvantaged people. The overall objective of the project is to promote employment opportunities for young people by promoting mobility processes within the cross-border area.
Software parallelisation with emmtrix parallel studio

The introduction of multicore processors in 2005 enabled a wide range of computation-intensive real-time applications, in the
PC and embedded sector. Especially high-performance embedded systems, as used in today’s automotive technologies
(like driver assistance systems), in avionics but also in industrial automation, led to the rapid technological progress in the
last 12 years. However, while hardware development is progressing rapidly, software development is facing a major
challenge: to make full use of the potential of multi-core processors, the software has to be programmed for parallel
computational units and the required effort to do this manually is exponentially increasing with the number of cores available.
As a result and in view of the current development to increase the cores available, manual software development for such
systems increasingly becomes technically and economically unviable. emmtrix Technologies GmbH has the solution: with
the emmtrix Parallel Studio (ePS), software parallelisation can be automated, and the parallelisation effort can be reduced
from several months to a few weeks or days. ePS is automatically realising the error-free implementation of parallelisation
and rewrites the code. The tool supports the most common programming languages as well as model-based languages,
such as those already established in the automotive industry. Both, the automotive industry (e.g. Bosch, Continental, BMW,
ETAS) and the aviation industry (e.g. DLR, Airbus, GE Aviation) are already directly involved in the development of ePS via
a number of R&D projects. emmtrix plans the market entry with these industries. With market reports projecting for the
embedded software market a CAGR of over 7% and a volume of €16.73 billion by 2024, the potential growth for emmtrix is
enormous. With the help of a grant from the SME instrument, emmtrix expects an accelerated market entry and, mainly
through license sales, a potential turnover of €8.82 million by 2024.