jimnoneill/paper-to-field-training huggingface dataset:
Data-driven power marketing strategy optimization and customer loyalty promotion

Field: Computer Science (Physical Sciences)

Abstract In the context of intensifying competition within the power market, power companies face the dual challenges of enhancing customer loyalty and optimizing marketing strategies. This study addresses these challenges by employing the long-term and short-term memory (LSTM) network model to analyze data-driven power marketing strategies and their impact on customer loyalty. The LSTM model is trained on a dataset combining time-series power consumption data with customer interaction scores and market response rates. This enables the model to predict and explain customer responses to marketing efforts with greater accuracy. Unlike traditional marketing models, which lack the capacity to capture dynamic customer behavior over time, the LSTM model accounts for both the temporal nature of consumption patterns and static customer feedback, offering a more holistic view. Key findings indicate that improving the quality of customer service interaction and accurately targeting marketing activities significantly boosts customer loyalty. In particular, customer interaction scores and market response rates are the most influential factors driving customer loyalty, providing critical insights for companies to adjust their strategies effectively. This study’s novelty lies in its application of advanced machine learning methods, such as LSTM, to the power industry—a sector traditionally slower to adopt such innovations. By bridging this gap, the research provides actionable recommendations on how power companies can implement data-driven marketing strategies to improve service quality, increase customer retention, and enhance their competitive position in the market. Additionally, the results underscore the model’s effectiveness in forecasting and optimizing marketing outcomes, offering a scalable solution for the evolving power sector. In the power market, companies face challenges in enhancing customer loyalty and optimizing strategies. This study employs the LSTM network model, trained on combined time-series power consumption, customer interaction scores and market response rates data. Unlike traditional models that struggle with dynamic customer behavior capture, LSTM accounts for consumption pattern temporality and static feedback. It outperforms other techniques like Random Forest and XGBoost in handling time-dependent consumption data. The key findings highlight the importance of customer interaction and targeted marketing. By applying LSTM, power companies can better predict customer responses, optimize marketing, improve service quality and enhance competitive position, providing a scalable solution for the evolving power sector.
Modeling brain and behavior of a terrorist through fuzzy logic and ontology

Field: Computer Science (Physical Sciences)

Security agencies across the world are facing major challenge from the terrorism. Challenge lies in establishing inter-gang relationship and intra-gang behaviour. Though security agencies maintain structured and unstructured data, mining the database and doing predictive analysis is still very difficult task. In India various terrorists groups viz Al-Qaida, LeT and other international militant groups carry out various disruptive activities. In 2010, 132 police officers lost their lives in various operations against militants and extremists in India. We have shown how ontology of crime-criminal world can help in establishing intergang relationship. Call records of phones can be analyzed and ontology can link various criminals belonging to various gangs and can predict inter-gang relationship. Based on the field data we have shown how terrorists based in Northeast India have developed links with Left-wing extremists operating in central part of India. At the end we provide a mathematical model based on fuzzy logic to understand extent of criminality.
Navigating a changing private rental sector: opportunities and challenges for low-income renters

Field: Social Sciences (Social Sciences)

This study investigated how low-income renters navigate the private rental sector (PRS) via three core pathways: the formal (via traditional or mainstream real estate agent intermediaries), informal (direct to rooms and dwellings privately managed by landlords and sub-landlords) and supported pathways (via community housing agencies). It provides practitioners and policy makers with an evidence base on changing practices and ways forward in shaping equitable PRS institutions.
Hypolipidemic Potentials of Aqueous Leaf Extract of Cape Fig (Ficus capensis thunb) in High Fat Diet-Induced Hyperlipidemic Rats

Field: Pharmacology, Toxicology and Pharmaceutics (Life Sciences)

a peer-reviewed, open access online international journal which publishes original research papers. The journal welcomes submission from scholars and experts for possible publication from all over the world. The scope of the journal includes: Pharmaceutical research, chemistry and biochemistry of naturally occurring compounds, biological evaluation of crude extracts, ethnomedicine, traditional and complementary medicine, ethnopharmacology, biomedical research, Biotechnology, Evaluation of natural substances of land and sea and of plants, microbes and animals, pharmacognosy, bioavailability, clinical, pharmacological, toxicological studies and pharmacokinetics of phytochemicals, Isolation and characterization of compounds, structure elucidation, synthesis and experimental biosynthesis of natural Product as well as developments of methods in these areas are welcomed in the journal.
Pythium terrestris, a new species isolated from France, its ITS region, taxonomy and its comparison with related species

Field: Agricultural and Biological Sciences (Life Sciences)

Pythium terrestris (F-78) was isolated from soil samples taken in Lille in northern France. Its morphology resembles that of Pythium rostratum, and Pythium longandrum, a recently described species. However the antheridial and sporangial characteristics of this new species are unique. The fungus does not sporulate, the sporangium germinates directly into mycelium through germ tubes. The oogonia of P. terrestris are normally provided with hypogynous and monoclinous antheridia, at times the monoclinous antheridial branches wrap around the oogonia forming a complicated knot. Morphological features of this new species, together with the sequences of the internal transcribed spacer (ITS) region of its nuclear ribosomal DNA and its comparison with related species are discussed here.
pH of solutions of potassium tetroxalate from 0-degrees to 60-degrees-C

Field: Chemistry (Physical Sciences)

The National Bureau of Standards conventional activity scale of pH is defined in terms of a series of standard buffer solutions prepared from certified materials issued as NBS Standard Samples.In order to increase the accuracy of measurements at low and high pH, standards of high acidity and high alkalinity are needed to supplement the four now available, which cover adequately the intermediate range from 3.5 to 9.2.Potassium t.etroxalate dihydrate, chosen as the fifth pH standard, is a stable, crystalline substance composed, in addition to water, of equal molar amounts of oxalic acid and potassium acid oxalate.Its solutions are t.herefore well buffered in the concentration range 0.01 to 0.1 M and are highly acidic, with pH ranging from 1.5 to 2.2.Electromotive-force data were obtained for 12 mixt.ures of potassium tetroxalata and potassium chloride at 13 temperat,ures from 0° to 60° C, and pH values were assigned to 0.1-, 0.05-, 0.025-, and O.OI-M solutions of potassium tetroxalate without.added chloride.The 0.05-M solution, which has a pH value of 1.68 from 15° to 35° C, is recommended as a standard for measurem ents at low pH .
Prevalence and diversity of avian influenza viruses in environmental reservoirs

Field: Immunology and Microbiology (Life Sciences)

Little is known about the ecology and evolution of avian influenza in the natural environment, despite how these affect the potential for transmission. Most work has focused on characterizing viruses isolated from hosts such as waterfowl, and there have also been several instances of isolation and detection from abiotic sources such as water and ice. We used RT-PCR to amplify and characterize the influenza virus sequences present in sediments of ponds that are used heavily by waterfowl. The detection rate of influenza virus was high (>50 %). Characterization of the viruses present by sequencing part of the haemagglutinin (HA) gene showed that there is a diverse collection of viruses in these sediments. We sequenced 117 partial HA gene clones from 11 samples and detected four different HA subtypes (H3, H8, H11 and H12), with approximately 65 % of clone sequences being unique. This culture-independent approach was also able to detect a virus subtype that was not found by sampling of birds in the same geographical region in the same year. Viruses were detected readily in the winter when the ponds were frozen, indicating that these sediments could be a year-to-year reservoir of viruses to infect birds using the ponds, although we have not shown that these viruses are viable. We demonstrate that this approach is a feasible and valuable way to assess the prevalence and diversity of viruses present in the environment, and can be a valuable complement to more difficult viral culturing in attempting to understand the ecology of influenza viruses.
Reproductive profiles and risk of breast cancer subtypes: a multi-center case-only study

Field: Medicine (Health Sciences)

Previous studies have shown that reproductive factors are differentially associated with breast cancer (BC) risk by subtypes. The aim of this study was to investigate associations between reproductive factors and BC subtypes, and whether these vary by age at diagnosis. We used pooled data on tumor markers (estrogen and progesterone receptor, human epidermal growth factor receptor-2 (HER2)) and reproductive risk factors (parity, age at first full-time pregnancy (FFTP) and age at menarche) from 28,095 patients with invasive BC from 34 studies participating in the Breast Cancer Association Consortium (BCAC). In a case-only analysis, we used logistic regression to assess associations between reproductive factors and BC subtype compared to luminal A tumors as a reference. The interaction between age and parity in BC subtype risk was also tested, across all ages and, because age was modeled non-linearly, specifically at ages 35, 55 and 75 years. Parous women were more likely to be diagnosed with triple negative BC (TNBC) than with luminal A BC, irrespective of age (OR for parity = 1.38, 95% CI 1.16–1.65, p = 0.0004; p for interaction with age = 0.076). Parous women were also more likely to be diagnosed with luminal and non-luminal HER2-like BCs and this effect was slightly more pronounced at an early age (p for interaction with age = 0.037 and 0.030, respectively). For instance, women diagnosed at age 35 were 1.48 (CI 1.01–2.16) more likely to have luminal HER2-like BC than luminal A BC, while this association was not significant at age 75 (OR = 0.72, CI 0.45–1.14). While age at menarche was not significantly associated with BC subtype, increasing age at FFTP was non-linearly associated with TNBC relative to luminal A BC. An age at FFTP of 25 versus 20 years lowered the risk for TNBC (OR = 0.78, CI 0.70–0.88, p < 0.0001), but this effect was not apparent at a later FFTP. Our main findings suggest that parity is associated with TNBC across all ages at BC diagnosis, whereas the association with luminal HER2-like BC was present only for early onset BC.
Status Analysis of Clindamycin Illegally Adulteration in Commercial Cosmetics for Removing Acne

Field: Pharmacology, Toxicology and Pharmaceutics (Life Sciences)

Objective To analysis the status of clindamycin illegally adulteration in commercial cosmetics for removing acne.Methods Clindamycin in the cosmetics for removing acne gotten in manufacturing enterprise,wholesale,drugstore,market,store,cosmetics shop was determined by the developed method.Results A total of 52 batches samples in 46 packaged products from 39 manufacturing enterprises were analyzed.And illegally adulteration clindamycin was determined in 7 batches,the positive rate was 13.5%,the content in the range of 0.16~13.73 mg/g,involving facial mask,skin care creams,lotions.Conclusion The situation of clindamycin adulteration in acne cosmetics was serious,this analyzes provide ideas for effective regulation of clindamycin adulteration.
Privacy and Confidentiality Issues in Historical Health Sciences Collections

Field: Health Professions (Health Sciences)

Historical health sciences collections are rare and unique materials containing large amounts of information subject to confidentiality and privacy laws and concerns. Formerly, the custodians of these collections handled these issues in relative obscurity, but technological changes and changing laws and norms around health care privacy have made these issues more acute and public. The intent of this Article is to describe the nature of these collections and the qualifications of the people who administer them, and to analyze some of the privacy and confidentiality issues that arise in the course of that work. The aim is to acquaint privacy officers, in-house legal counsel, and other members of the legal profession with the privacy and confidentiality challenges that these collections present, with the needs of researchers who use these collections, and with the reasons why historical health sciences collections are important.
Learning from Mistakes is Easier Said Than Done: Group and Organizational Influences on the Detection and Correction of Human Error

Field: Social Sciences (Social Sciences)

This research explores how group- and organizational-level factors affect errors in administering drugs to hospitalized patients. Findings from patient care groups in two hospitals show systematic differences not just in the frequency of errors, but also in the likelihood that errors will be detected and learned from by group members. Implications for learning in and by work teams in general are discussed.
Crab Meal in Poultry Rations.

Field: Agricultural and Biological Sciences (Life Sciences)

THE nutritive properties of crab meal have been reported and reviewed by Lubitz, Fellers, and Parkhurst (1943). Commercial crab meal made by steam drying cannery waste of the blue crab, Callinectes sapidus, was shown to contain a substantial amount of protein and minerals and some riboflavin. The average percent availability of the crude protein was found to be 84.5 and the biological value of available protein with rats was 76, considering casein as 100. With chickens, a gross or supplementary value for its crude protein of 59 was obtained. Replacement values were studied in a series of growth experiments, the results of which are reported here. Schaperclaus (1933) reported studies with poultry in which crab meal was one of the ingredients of the rations fed. He concluded that crab meal was so high in ash content, especially calcium carbonate, that it was not desirable for use in poultry rations. Mangold . . .
[Problem solving abilities of nursing students: the experience of the bachelor degree course in nursing at the University of Udine].

Field: Nursing (Health Sciences)

The process nurses adopt to solve the patients' problems is known as "Problem Solving" in the literature. Problem Solving Abilities include Diagnostic Reasoning, Prognostic Judgment and Decision Making. Nursing students apply the Problem Solving to the Nursing Process that is the mental and operative approach that nurses use to plan the nursing care. The purpose of the present study is to examine if there is a positive relationship between the number of Educational Tutorial Strategies (Briefing, Debriefing and Discussion according to the Objective Structured Clinical Examination Methodology) used for nursing students and their learning of Problem Solving Abilities (Diagnostic Reasoning, Prognostic Judgment and Decision Making). The study design was retrospective, descriptive and comparative. The Problem Solving Instrument, specifically developed for this study and proved for its reliability and validity, was used to collect the data from a sample of 106 nursing care plans elaborated by the second-year students of the Bachelor Degree in Nursing of the University of Udine. Nursing care plans were elaborated during three times consecutively, after students had participated in different Educational Tutorial Strategies. Results showed that the more the students took part in a higher number of Educational Tutorial Strategies the more they significantly increased their Problem Solving Abilities. The results demonstrate that it is important to use Educational Tutorial Strategies in the nursing education to teach skills.
[Rendering surgical care for the wounded presenting with injuries to limb vessels].

Field: Medicine (Health Sciences)

The proffered paper provides the information about rendering surgical care for the wounded presenting with vascular injuries inflicted and sustained during wars Russia was engaged in, to be followed by a detailed description of the haemorrhage-arresting methods and techniques used in N. I. Pirogov's time, during World War I, the Great Patriotic War, as well as in local military conflicts and combat operations. Also depicted herein is the role surgeons of Russia have played in the development of vascular surgery, and, finally, due coverage is given to the statistical data concerning the methods of rendering care for those having suffered firearm wounds and injuries involving vascular lesions.
Air fuel ratio detector corrector for combustion engines using adaptive neuro-fuzzy networks

Field: Engineering (Physical Sciences)

A perfect mix of the air and fuel in internal combustion engines is desirable for proper combustion of fuel with air. The vehicles running on road emit harmful gases due to improper combustion. This problem is severe in heavy vehicles like locomotive engines. To overcome this problem, generally an operator opens or closes the valve of fuel injection pump of locomotive engines to control amount of air going inside the combustion chamber, which requires constant monitoring. A model is proposed in this paper to alleviate combustion process. The method involves recording the time-varying flow of fuel components in combustion chamber. A Fuzzy Neural Network is trained for around 40 fuels to ascertain the required amount of air to form a standard mix to produce non-harmful gases and about 12 fuels are used for testing the network’s performance. The network then adaptively determines the additional/subtractive amount of air required for proper combustion. Mean square error calculation ensures the effectiveness of the network’s performance.
A TEACHER'S PERSPECTIVE OF ICT INTEGRATION IN SAUDI SECONDARY SCHOOLS

Field: Social Sciences (Social Sciences)

The Mandatory use of ict in saudi secondary schools within the framework of the ict-related educational reform is a response to the requirements of the digital age. however, there is a discrepancy between what teachers want to do to promote ict integration and what they can really do since they are limited by poor equipment. Saudi Arabia Has Difficulties moving on from the transition stage of ICT adoption and adaptation to wide-scale ict integration. although all saudi teachers are ict adopters, they are reluctant to adapt western uses of ict tools without understanding their cultural appropriateness with regard to the specific saudi context that is deeply grounded in a multi-century islamic tradition of teaching. this article explores technical, political, and cultural appropriateness of ict tools in saudi secondary schools with a view to promoting ict integration from the mandatory adoption stage to ict integration.
Local sections honor students and teachers

Field: Business, Management and Accounting (Social Sciences)

RETURN TO ISSUEPREVACS NewsNEXTLocal sections honor students and teachersScholarships, journal subscriptions, and cash among awards given to outstanding studentsCite this: Chem. Eng. News 1968, 46, 27, 52–57Publication Date (Print):June 24, 1968Publication History Published online6 November 2010Published inissue 24 June 1968https://doi.org/10.1021/cen-v046n027.p052Copyright © 1968 American Chemical SocietyArticle Views70Altmetric-Citations-LEARN ABOUT THESE METRICSArticle Views are the COUNTER-compliant sum of full text article downloads since November 2008 (both PDF and HTML) across all institutions and individuals. These metrics are regularly updated to reflect usage leading up to the last few days.Citations are the number of other articles citing this article, calculated by Crossref and updated daily. Find more information about Crossref citation counts.The Altmetric Attention Score is a quantitative measure of the attention that a research article has received online. Clicking on the donut icon will load a page at altmetric.com with additional details about the score and the social media presence for the given article. Find more information on the Altmetric Attention Score and how the score is calculated. Share Add toView InAdd Full Text with ReferenceAdd Description ExportRISCitationCitation and abstractCitation and referencesMore Options Share onFacebookTwitterWechatLinked InReddit PDF (1 MB) SUBJECTS:Students Get e-Alerts
Multiple model based fault localization for HVDC transmission systems: Robustness and real-world performance

Field: Engineering (Physical Sciences)

This paper discusses the robustness properties of a novel, model-based HVDC fault localization algorithm. The approach utilizes a bank of Kalman filters to rank the fit of a discrete set of line fault models to measured data. The best fitting model indicates the fault position and fault type. The robustness of the algorithm in the presence of disturbances and unmodeled dynamics is demonstrated using synthetic data from high fidelity simulations as well as field data from a real HVDC transmission system.
A new definition of piracy in South East Asia required

Field: Social Sciences (Social Sciences)

Many experts consider that Piracy is a serious problem in South East Asia region and that this impacts on both world trade and the economy generally. However, there is another school of thought that indicates because of the way 'piracy' is defined it includes what are in fact incidents that should be classified as crimes by another name. The issue appears to be the definition of what is 'piracy'? Furthermore, the reluctance of some countries to take part in international initiatives or allow external powers to be involved in the process is also in question. They c onsider it to be an infringement of their national sovereignty; therefore they deem it to have greater geopolitical ends rather than a way to control the problem of piracy. These waters also have serious social and economical constraints that limit their involvement to effectively mitigate the issue. I The response to reducing piracy incidents is neither insular nor simple; the social constructs need to be considered in providing a greater understanding of what piracy actually means in the wider context. This will allow the actual problem of 'real piracy' to be dealt with effectively and not to waste resources on what could be classified as 'petty' crime. This paper recommends that a new definition of 'piracy is required in order to establish a new direction for combating piracy.