FDE, LP and K3 are closely related to each other and admit of an intuitive informational interpretation. However, all these logics are co-NP complete, and so idealized models of how an agent can think. We address this issue by shifting to signed formulae, where the signs express imprecise values associated with two bipartitions of the corresponding set of standard values. We present proof systems whose operational rules are all linear and have only two structural branching rules that express a generalized (...) Principle of Bivalence. Each of these systems leads to defining an infinite hierarchy of tractable approximations to the respective logic, in terms of the maximum number of allowed nested applications of the two branching rules. Further, each resulting hierarchy admits of an intuitive 5-valued non-deterministic semantics. (shrink)

The main objective o f this descriptive paper is to present the general notion of translation between logical systems as studied by the GTAL research group, as well as its main results, questions, problems and indagations. Logical systems here are defined in the most general sense, as sets endowed with consequence relations; translations between logical systems are characterized as maps which preserve consequence relations (that is, as continuous functions between those sets). In this sense, logics together with translations form a (...) bicomplete category of which topological spaces with topological continuous functions constitute a full subcategory. We also describe other uses of translations in providing new semantics for non-classical logics and in investigating duality between them. An important subclass of translations, the conservative translations, which strongly preserve consequence relations, is introduced and studied. Some specific new examples of translations involving modal logics, many-valued logics, para- consistent logics, intuitionistic and classical logics are also described. (shrink)

Considérez les énoncés suivants : « La bombe a causé la destruction du pont » ; « L’explosion de la bombe a causé la destruction du pont » ; « Booth a causé la mort de Lincoln » ; et « Le tir de Booth a causé la mort de Lincoln ». Ces énoncés suggèrent que les objets, tels que les bombes ou les personnes, font partie de la catégorie ontologique des causes, au même titre que les évènements, (...) comme le tir de Booth et l’explosion de la bombe. À première vue, le fait que les objets et les personnes puissent être des causes n’a rien de particulièrement surprenant. Cependant, les philosophes du XXe siècle ont fait preuve d’une extrême méfiance à l’égard de cette idée. Une majorité de philosophes ont trouvé l’idée même de causalité par des objets ou des agents inintelligible, à tel point que les théories standards de la causalité présupposent que les entités reliées comme causes à effets sont des évènements, ou encore des faits, des propriétés ou des états. Pourtant, cette hostilité à l’égard de la causalité des objets est relativement récente ; la causalité agentive semble, au moins jusqu’à Thomas Reid (1710-1796), avoir été la norme, et non le mystère. La mise à l’écart des objets et des agents de la catégorie de cause est-elle justifiée ? Un nombre grandissant de philosophes, les agentialistes (agent-causalists), soutiennent que non et cherchent à réhabiliter l’idée de causalité agentive (par des agents) et/ou substantielle (par des substances), tandis que d’autres, les évènementialistes (event-causalists), défendent que celle-ci est au mieux réductible à la causalité entre évènements, ou au pire que l’idée est incohérente. L’importance de cette question n’est pas négligeable, car elle revient à demander quels sont les moteurs du changement. En effet, nous voulons savoir si certains objets tels que les couteaux, les bombes, les animaux et les personnes sont parfois à l’origine du changement, ou si tout effet procède uniquement de changements antérieurs, d’évènements. Existe-t-il une relation causale, la causalité agentive ou substantielle, reliant objets et changements, différente des relations causales habituellement traitées par les philosophes de la causalité ? Quelle est sa relation avec la causalité évènementielle ? Et comment fonctionne-t-elle ? (shrink)

In this paper we distinguish two issues that are often run together in discussions about physicalism. The first issue concerns levels. How do entities picked out by non-physical terminology, such as biological or psychological terminology, relate to physical entities? Are the former identical to, or metaphysically supervenient on, the latter? The second issue concerns physical parts and wholes. How do macroscopic physical entities relate to their microscopic parts? Are the former generally determined by the latter? We argue that views on (...) these two issues are independent of one another and should not be conflated. (shrink)

The current study is conducted to examine the following research questions: 1) What information sources on social media are associated with the general intention to try space tourism? 2) Does the automatically recommended information moderate the associations between multiple sources of information and the intention to try space tourism?

Cet article a deux objectifs. Le premier est de montrer pourquoi l’argument instrumental en faveur de la démocratie est insuffisant pour justifier la délibération politique. Si notre but est l’optimisation du potentiel épistémique d’un régime politique, et que des approches agrégatives et inférentielles (sans délibération) atteignent cet objectif, alors nous ne pouvons plus justifier la délibération sur cette base. Ce problème peut être contourné en reprenant une distinction de Daniel Andler. Pour ce dernier, le groupe délibératif se distingue du groupe (...) agrégatif parce qu’il permet aux agents, par une occasion éducative informelle, de se responsabiliser. La délibération présente donc un potentiel épistémique supérieur, mais qui ne se limite pas à identifier la meilleure réponse dans un temps donné. Le second objectif de l’article est de montrer comme l’argument d’Andler fait le pont entre, d’une part, les théories de la justification publique et, d’autre part, les théories de la démocratie épistémique. (shrink)

Shortages of new therapeutics to treat coronavirus disease (COVID-19) have forced clinicians, public health officials, and health systems to grapple with difficult questions about how to fairly allocate potentially life-saving treatments when there are not enough for all patients in need (1). Shortages have occurred with remdesivir, tocilizumab, monoclonal antibodies, and the oral antiviral Paxlovid (2) -/- Ensuring equitable allocation is especially important in light of the disproportionate burden experienced during the COVID-19 pandemic by disadvantaged groups, including Black, Hispanic/Latino and (...) Indigenous communities, individuals with certain disabilities, and low-income persons. However, many health systems have resorted to first-come, first-served approaches to allocation, which tend to disadvantage individuals with barriers in access to care (3). There is mounting evidence of racial, ethnic, and socioeconomic disparities in access to medications for COVID-19 (4, 5). -/- One potential method to promote equitable allocation is to use a weighted lottery, which is an allocation strategy that gives all eligible patients a chance to receive the scarce treatment while also allowing the assignment of higher or lower chances according to other ethical considerations (6). We sought to assess the feasibility of implementing a weighted lottery to allocate scarce COVID-19 medications in a large U.S. health system and to determine whether the weighted lottery promotes equitable allocation. (shrink)

The current study is conducted to examine the following research question: What are the factors associated with the sensitivity towards the air quality rating index to reduce outdoor activities?

Transoral laser microsurgery applies to the piecemeal removal of malignant tumours of the upper aerodigestive tract using the CO2 laser under the operating microscope. This method of surgery is being increasingly popularised as a single modality treatment of choice in early laryngeal cancers (T1 and T2) and occasionally in the more advanced forms of the disease (T3 and T4), predomi- nantly within the supraglottis. Thomas Kuhn, the American physicist turned philosopher and historian of science, coined the phrase ‘paradigm shift’ in (...) his groundbreaking book The Structure of Scientific Revolutions. He argued that the arrival of the new and often incompatible idea forms the core of a new paradigm, the birth of an entirely new way of thinking. This article discusses whether Steiner and col- leagues truly brought about a paradigm shift in oncological surgery. By rejecting the principle of en block resection and by replacing it with the belief that not only is it oncologically safe to cut through the substance of the tumour but in doing so one can actually achieve better results, Steiner was able to truly revolutionise the man- agement of laryngeal cancer. Even though within this article the repercussions of his insight are limited to the upper aerodigestive tract oncological surgery, his willingness to question other peoples’ dogma makes his contribution truly a genuine paradigm shift. (shrink)

The current study is conducted to examine the following research question: 1) Who were the people who had no access to wildfire smoke notifications during the smoke event in the summer of 2018 in the Boise Metropolitan Area in Idaho? 2) Who were the people who were not familiar with the air quality rating system?

Trong thế giới cạnh tranh thời đại số (“digital”), phương tiện kỹ thuật cung cấp nhiều thuận lợi cho việc sản xuất nội dung. Tuy thế, sự phong phú nội dung và đầu tư cho xúc tiến, tiếp thị gia tăng cũng lại khiến cho quá trình cạnh tranh tìm một chỗ đứng cho sản phẩm trở nên hết sức gian nan.Sản phẩm gần đây của nhóm nghiên cứu, chuyên khảo [1] của AISDL, ra đời sau những bài học gian (...) khó thu lượm được từ trước. Như thế, ý thức của mọi người về mức độ thách thức trong việc “chạm tới” người tiêu dùng. (shrink)

About six weeks ago, our post referred to the long-winding path to a new theoretical innovation as the pursuit of “useless knowledge” in Flexner’s terms. That little creation is the freshly minted informational entropy-based definition of value, presented in a very short paper, initially regarded by its authors as a research note. (And it still is.) Well, only two and a half months since its birth, this new concept of value has had enough time to power up several of our (...) publications in different disciplinary fields. The first published paper using the new definition deals with climate change denialism. The second paper (forthcoming) discusses the problem of academic retractions amidst the growing influence of generative AI. And the third, just accepted, explains the underlying mechanism of submission mechanism employed by journal editors and peer-reviewers, and the information-value nexus associated with it. (shrink)

A study was carried out from October, 2020 to September, 2021to investigate the diversity of fishes and the conservation status of Chittaura Jheel (Bahraich), Uttar Pradesh. During the study period, 38 fish species belonging to 28 genera, 14 families and 7 orders have been identified. The order Cypriniformes was found the dominated order with 15 species(39.47%) followed by Siluriformes 10 species (26.31%), Perciformes 4 species (10.52%), Ophiocephaliformes 4 species (10.52%), Synbranchiformes2 species (5.26%), Osteoglossiformes 2 species (5.26%) and Clupiformes 1 species (...) (2.63 %), The present investigation showed that the wetland, Chittaura Jheel possesses rich fish biodiversity but proper conservation measures are required to maintain sustainability and richness of the fish species diversity of that wetland of U.P. According to IUCN, 30 were enlisted as Least Concern (LC), 2 species as near endangered (NE), 3 species as near threatened (NT), 2 listed as Endangered (EN) and 1 species was listed as Vulnerable (VU). There is a need of conservation of fish diversity of this natural wetland. The pressure is increasing day by day due to increasing population, leading to loss of fish diversity hence identifying the problem and making a better management plan is the way for conservation of the fish diversity of the Chittaura Jheel, a wetland of Bahraich district of Uttar Pradesh. (shrink)

Today marks the 7th anniversary of the Centre for Interdisciplinary Social Research (ISR), at Phenikaa University. ISR has for seven years now the place where the co-founders of this portal have been working and producing publications. A special event occurs now as the Current Conservation magazine publishes a new writing piece by our member, Dr Minh-Hoang Nguyen.

The current study is conducted to examine the following research questions: 1) How are coastal activities enabling close connections to nature associated with the mental health condition of the visitors in the previous year? 2) How are coastal activities that have close connections to nature associated with the perceived general health condition of the visitors in the previous year?

The current study is conducted to examine the following research question: How are healthy eating information-seeking ability and e-health literacy associated with healthy eating intention?

The current study is conducted to examine the following research questions: 1) How are the father’s interactions with children regarding energy saving associated with the children’s energy conservation behaviors? 2) How are the mother’s interactions with children regarding energy saving associated with the children’s energy conservation behaviors?

The current study is conducted to examine the following research questions: 1) Is the relationship between the enjoyment of and connection to the coastal environment and the visitors’ mental health and perceived general health conditional on the duration of daily visits to the coast in the previous year? 2) Is the relationship between the enjoyment of and connection to the coastal environment and the visitors’ mental health and perceived general health conditional on the duration of stay visits to the coast (...) in the previous year? (shrink)

The current study is conducted to examine the following research questions: 1) How are the father’s interactions with children regarding waste recycling associated with the children’s recycling behaviors? 2) How are the mother’s interactions with children regarding waste recycling associated with the children’s recycling behaviors?

The current study is conducted to examine the following research questions: 1) How are information trustworthiness, usefulness, and immersiveness associated with the general intention to try space tourism? 2) Does the uncertainty of information (proxied by information trustworthiness) moderate the associations between information usefulness, immersiveness, and the general intention to try space tourism?

The current study is conducted to examine the following research questions: 1) How is engaging children with nature associated with their environmental awareness? 2) How is engaging children with nature associated with their environmental protection participation?

The current study is conducted to examine the following research questions: 1) How are the enjoyment of and connection to the coastal environment associated with the perceived health outcomes during the previous year’s coastal visits? 2) How are the perceived health outcomes during the previous year’s coastal visits associated with visitors’ mental health and perceived general health? 3) Do the perceived health outcomes during the previous year’s coastal visits mediate the relationships between the enjoyment of and connection to the coastal (...) environment and the visitors’ mental health and perceived general health? (shrink)

Recent research has relied on trolley-type sacrificial moral dilemmas to study utilitarian versus nonutili- tarian modes of moral decision-making. This research has generated important insights into people’s attitudes toward instrumental harm—that is, the sacrifice of an individual to save a greater number. But this approach also has serious limitations. Most notably, it ignores the positive, altruistic core of utilitarianism, which is characterized by impartial concern for the well-being of everyone, whether near or far. Here, we develop, refine, and validate a (...) new scale—the Oxford Utilitarianism Scale—to dissociate individual differences in the ‘negative’ (permissive attitude toward instrumental harm) and ‘positive’ (impartial concern for the greater good) dimensions of utilitarian thinking as manifested in the general population. We show that these are two independent dimensions of proto-utilitarian tendencies in the lay population, each exhibiting a distinct psychological profile. Empathic concern, identification with the whole of humanity, and concern for future generations were positively associated with impartial beneficence but negatively associated with instrumental harm; and although instrumental harm was associated with subclinical psychopathy, impartial beneficence was associated with higher religiosity. Importantly, although these two dimensions were independent in the lay population, they were closely associated in a sample of moral philosophers. Acknowledging this dissociation between the instrumental harm and impartial beneficence components of utilitarian thinking in ordinary people can clarify existing debates about the nature of moral psychology and its relation to moral philosophy as well as generate fruitful avenues for further research. (shrink)

This page provides a quick glance at official publications that use either the bayesvl package in R or the BMF analytics (or both). The data will tell a bit about the research community’s efforts made over time and the growth of the bayesvl/BMF analytics community.

The current study has two objectives: - To examine whether the residents’ perceived impact of climate change on water supply affects their direct and indirect potable water reuse willingness in Albuquerque, New Mexico. - To examine whether the residents’ awareness of water scarcity issues in New Mexico moderates the relationship between the perceived impact of climate change on water supply and potable water reuse willingness. Findings from this study are expected to contribute to promoting the eco-surplus culture for achieving the (...) environmental semiconducting principle. (shrink)

Global challenges such as climate change, food security, or public health have become dominant concerns in research and innovation policy. This article examines how responses to these challenges are addressed by governance actors. We argue that appeals to global challenges can give rise to a ‘solution strategy' that presents responses of dominant actors as solutions and a ‘negotiation strategy' that highlights the availability of heterogeneous and often conflicting responses. On the basis of interviews and document analyses, the study identifies both (...) strategies across local, national, and European levels. While our results demonstrate the co-existence of both strategies, we find that global challenges are most commonly highlighted together with the solutions offered by dominant actors. Global challenges are ‘wicked problems' that often become misframed as ‘tame problems’ in governance practice and thereby legitimise dominant responses. (shrink)

The current study has two objectives: 1. Examine how friends’ safe-driving information affects Chinese drivers’ safe-driving behaviors. 2. Examine how the socio-cultural values affect the relationship between friends’ safe-driving information and Chinese drivers’ driving behaviors.

This is the first chapter to our edited collection of essays on the nature and ethics of blame. In this chapter we introduce the reader to contemporary discussions about blame and its relationship to other issues (e.g. free will and moral responsibility), and we situate the essays in this volume with respect to those discussions.

The current study is conducted to examine the following research question: How are the temperature and population density associated with the countries’ cultural values of embeddedness and hierarchy cultural values?

The current study has two objectives: - Examine whether the residents’ perceived impact of climate change on water supply affects their direct and indirect potable water reuse willingness in Albuquerque, New Mexico. - Examine whether being a member of the Republican party moderates the relationship between the perceived impact of climate change on water supply and potable water reuse willingness. Findings from this study are expected to contribute to promoting the eco-surplus culture for achieving the environmental semiconducting principle.

Hôm nay là ngày Khoa học Công nghệ Việt Nam (KHCN). Có rất nhiều chuyện để bàn vì có biết bao thứ cần tới lao động KHCN. Nhưng có lẽ một chủ đề đang rất nóng chính là bảo vệ và phục hồi môi trường sinh thái trong bối cảnh đa dạng sinh học bị tác động tiêu cực nghiêm trọng và biến đổi khí hậu đang làm trầm trọng hóa thêm.

On November 3 and 4, 2023, Dr. Nguyen Minh Hoang (Phenikaa University), co-author of the BMF Analytics [1], gave a lecture on computational approaches using bayesvl and BMF application for social science research.

It is not always obvious for even well-trained researchers to appreciate their peer’s scientific pursuits. In many cases, research results obtained from strenuous work processes could even be regarded as “useless knowledge”. -/- Only in very few places on this planet had the notion of useless knowledge been respected and sought after. That’s the famous IAS of Princeton University powered by the conception of the usefulness of useless knowledge of Abraham Flexner. That’s why brilliant scientists such as Albert Einstein, Kurt (...) Godel, and John von Neumann were among its first recruited members. -/- Our team has for many years now gone through various research problems. Still, it is difficult for even experienced and highly accomplished researchers to identify the type of IAS “useless knowledge” problems. But we never stopped trying. -/- Our latest try has led to the informational entropy-based definition of value. At first, it sounded weird for one to ponder the long-existing notion of value, which is used on a daily basis by everybody on Earth. In short, kind of... useless. But gradually, we have come to an understanding that the very familiarity of the word “value” has long obscured our question of its nature. -/- So, a bit about this newly minted definition is here for your perusal. (shrink)

“[…] To alleviate the boredom, after catching a fish, Kingfisher would press all three buttons before swallowing the fish. Pressing the buttons has gradually become somewhat of a new technological ritual.” -/- —In “Innovation”; The Kingfisher Story Collection.

The current study is conducted to examine the following research questions: 1) What are the differences in the duration of daily and stay visits between people visiting only one coast and those visiting more than one? 2) How are coastal visit constraints associated with the duration of daily and stay visits?

IPCC SPECIAL REPORT ON CLIMATE CHANGE AND LAND (SRCCL) -/- Chapter 3: Climate Change and Land: An IPCC special report on climate change, desertification, land degradation, sustainable land management, food security, and greenhouse gas fluxes in terrestrial ecosystems.

The fable book The Kingfisher Story Collection shows that Mr. Kingfisher is an avid traveler. However, due to unfavorable conditions, his dream of a long-distance journey became a challenging ordeal. Since 2016, Mr. Kingfisher had been yearning for this trip, but it wasn’t until recently that he was able to board the CSIRO/AOS ship to Australia for a long-haul trip. The purpose of the trip was to contribute words of encouragement to the conservation efforts of the Tasmanian Azure Kingfishers in (...) Australia. (shrink)

Psychopaths routinely disregard social norms by engaging in selfish, antisocial, often violent behavior. Commonly characterized as mentally disordered, recent evidence suggests that psychopaths are executing a well-functioning, if unscrupulous strategy that historically increased reproductive success at the expense of others. Natural selection ought to have favored strategies that spared close kin from harm, however, because actions affecting the fitness of genetic relatives contribute to an individual’s inclusive fitness. Conversely, there is evidence that mental disorders can disrupt psychological mechanisms designed to (...) protect relatives. Thus, mental disorder and adaptation accounts of psychopathy generate opposing hypotheses: psychopathy should be associated with an increase in the victimization of kin in the former account but not in the latter. Contrary to the mental disorder hypothesis, we show here in a sample of 289 violent offenders that variation in psychopathy predicts a decrease in the genetic relatedness of victims to offenders; that is, psychopathy predicts an increased likelihood of harming non-relatives. Because nepotistic inhibition in violence may be caused by dispersal or kin discrimination, we examined the effects of psychopathy on (1) the dispersal of offenders and their kin and (2) sexual assault frequency (as a window on kin discrimination). Although psychopathy was negatively associated with coresidence with kin and positively associated with the commission of sexual assault, it remained negatively associated with the genetic relatedness of victims to offenders after removing cases of offenders who had coresided with kin and cases of sexual assault from the analyses. These results stand in contrast to models positing psychopathy as a pathology, and provide support for the hypothesis that psychopathy reflects an evolutionary strategy largely favoring the exploitation of non-relatives. (shrink)

Như vậy, tổng lượng downloads của bayesvl bản 0.8.5 từ các servers CRAN giai đoạn tháng 7-2021 tới tháng 6-2023 đạt 7930. (Số thống kê này không bao gồm lượng downloads từ Github, như đã nêu trên.).

This short paragraph reminds us, humans, that our own activities, past and present, have triggered many of the grave environmental problems we have been facing.

The current study is conducted to examine the following research questions: -/- - What are the consequences of blockage, vandalism, and harassment activities for the cause of climate change mitigation? - What kind of environmental activism leads to the escalation of violence? - Which pathways (e.g., survival threats) do the activism lead to violence escalation? -/- The findings from this study are expected to provide insights into the effectiveness and appropriateness of strategies to raise public awareness and support and contribute (...) to the societal transitions to address climate change. (shrink)

The Protein Ontology (PRO; http://proconsortium.org) formally defines protein entities and explicitly represents their major forms and interrelations. Protein entities represented in PRO corresponding to single amino acid chains are categorized by level of specificity into family, gene, sequence and modification metaclasses, and there is a separate metaclass for protein complexes. All metaclasses also have organism-specific derivatives. PRO complements established sequence databases such as UniProtKB, and interoperates with other biomedical and biological ontologies such as the Gene Ontology (GO). PRO relates to (...) UniProtKB in that PRO’s organism-specific classes of proteins encoded by a specific gene correspond to entities documented in UniProtKB entries. PRO relates to the GO in that PRO’s representations of organism-specific protein complexes are subclasses of the organism-agnostic protein complex terms in the GO Cellular Component Ontology. The past few years have seen growth and changes to the PRO, as well as new points of access to the data and new applications of PRO in immunology and proteomics. Here we describe some of these developments. (shrink)

Our latest contribution to the world’s battle against climate and biodiversity crises was an expert commentary on Vietnamese forests and the prospect of carbon credits trade. The article appeared in the Land and Climate Review on Feb. 2, 2024.

This analytical study explores the nature of scientific progress connected to current philosophical definitions and the role of institutional governance in promoting this progress. This paper examines how public and private initiatives intersect to create a wartime level of scientific progress during peacetime, as promoted in detail by Vannevar Bush, Director of the Office of Scientific Research and Development (OSRD) from 1941-47. This study suggests that the public benefit from the war footing approach to scientific progress should outweigh the losses (...) to the public good that accumulate due to wartime restrictions on scientific discourse during times of peace. The interaction and dependence of scientific progress on military development, public health and public needs in general, the tax code and the patent system form the foundation of Bush’s program for sustaining wartime levels of scientific progress during peacetime. This study references the COVID-19 period and the solutions that were applied to emergent public needs through scientific programs. Justice of the United States (U.S.) Supreme Court Neil Gorsuch noted in May 2023 that “…we may have experienced the greatest intrusions on civil liberties in the peacetime history of this country.” This study proposes that the dilution of scientific truth in public policy is the result of a collective institutional mindset among scientists. This mindset endorses public programs that provide society with a wartime risk response in peacetime. In this study, from an epistemological standpoint and considering the work of other researchers in this field, these developments in scientific progress will be analyzed. (shrink)

Ormerod and Chronicle reported that optimal solutions to traveling salesperson problems were judged to be aesthetically more pleasing than poorer solutions and that solutions with more convex hull nodes were rated as better figures. To test these conclusions, solution regularity and the number of potential intersections were held constant, whereas solution optimality, the number of internal nodes, and the number of nearest neighbors in each solution were varied factorially. The results did not support the view that the convex hull is (...) an important determinant of figural attractiveness. Also, in contrast to the findings of Ormerod and Chronicle, there were consistent individual differences. Participants appeared to be divided as to whether the most attractive figure enclosed a given area within a perimeter of minimum or maximum length. It is concluded that future research in this area cannot afford to focus exclusively on group performance measures. (shrink)

The current study is conducted to examine the following research questions: 1) How is the residential proximity to the coast during childhood, and nature connectedness, associated with peace of mind when visiting the coast? 2) Does the residential proximity to the coast during childhood moderate the relationship between nature connectedness and peace of mind when visiting the coast? 3) How is the peace of mind associated with improved thinking when visiting the coast?

Do thay đổi chính sách Journal Citation Reports (JCR) 2023 có vài cải tiến. Các ấn phẩm trong Core Collections đều được công bố Journal Impact Factor (JIF).

This first piece of 2024 introduces some ideas concerning the role of non-linear thinking in today's fight against the climate crisis. More exactly, it is about the potential power of serendipity, artificial intelligence and the information deluge (that is causing headaches, too) when it comes to humankind's efforts to find solutions for the sake of surviving the paramount crisis.

A newborn baby is an infant within the first 28 days of birth. Diagnosis and treatment of infant diseases require specialized medical resources and expert knowledge. However, there is a shortage of such professionals globally, particularly in low-income countries. To address this challenge, a knowledge-based system was designed to aid in the diagnosis and treatment of neonatal diseases. The system utilizes both machine learning and health expert knowledge, and a hybrid data mining process model was used to extract knowledge from (...) a clinical dataset. The PART algorithm achieved the highest performance result with 98.06% accuracy under 10-fold cross-validation, and the generated rules were used to develop the knowledge-based system. The system achieved 90.9% accuracy in system performance testing and 89.2% in user acceptance testing, and is intended to serve as an assistant tool for healthcare experts. (shrink)

Accomplishing the sustainable development goal is challenging and requires the joint effort of the whole community, especially when humans are approaching the climate tipping point [1]. To contribute to promoting sustainable development, the AISDL Team has aggregated reliable and open-access scientific journals about environmental issues here as sources of knowledge for any interested researchers.