Reviewerly/exHarmony huggingface dataset:
ECOLOGY OF SUBJECTNESS IN THE AGE OF DIGITAL TRANSFORMATION

The current situation in the world community reflects the crisis of the dominant model of colonial policy for many centuries and the search for new forms of life on the planet. The concept of sovereignty is key to this search and expectation of innovation. This concept is inextricably linked with the concept of “subject”, which is broader than “sovereignty”. Moreover, the subject-oriented approach sets the foundations for a systematic approach in post-non-classical scientific rationality (V. S. Stepin). As a consequence, the problem of strengthening sovereignty is a particular problem of strengthening subjectness. Strengthening subjectness is the preservation, formation and development of subjectness of various social formations on our planet in the interests of establishing a harmonious and fair world community. With this approach, the idea of the security of social systems fundamentally changes, from a dominant orientation towards ensuring a state of security from external and internal threats, to a leading orientation of security towards development towardsstrengthening subjectness at all levels of the social system. This is a common problem for humanity, which can become the basis for the assembly of the world community as a meta subject of a planetary scale on new humanistic foundations. The system-forming scientific and practical movement “ecology of subjectness” is proposed as a flag and focus for assembling humanity in the search and organization of new forms of life activity. In this work, we limited ourselves to considering certain aspects of the “ecology of subjectness” related to taking into account the specifics of digital transformations and artificial intelligence (AI). The current problems of the formation of the “ecology of subjectness” in the era of digital transformations are identified and analyzed, including: overcoming the value crisis of technogenic civilization; overcoming the technocratic dominance of technological structures;development of post-non-classical cybernetics of self-developing polysubjectness environments (third-order cybernetics); development of post-non-classical socio-humanitarian foundations for assessing the impact of digital transformations and AI on subjectness; the formation of subject-oriented ergonomics of digital transformations and AI.
RELATIONAL-TRANSDUCTIVE THINKING AS AN ASPECT OF THINKING-WITH-COMPLEXITY: THE EXPERIENCE OF COGNITIVE IMMERSION

This article focuses on justifying the concept of “relational-transductive thinking” as one of the aspects of the “thinking-with-complexity” strategy developed by one of the authors of this article, which takes into account uncertainty and pluralism, while avoiding reductionist approaches. The very phrase “relational-transductive thinking” goes back to the philosophical concept of Gilbert Simondon, although traces of such thinking, in our opinion, can be found both in metaphysical studies and in natural science, as well as in humanitarian research. At the same time, an attempt is made to transdisciplinary understanding of that, at first glance, heterogeneous complex of concepts, which becomes their assembly in the image of a transdisciplinary Subject as a bearer of an integral metaconcept, referred to by the authors as relational-transductive thinkingtogether with complexity. In the logic of this thinking, or more precisely in the quality of its application, two key paradigms are comprehended; the first is the complexity paradigm of E. Morin and the second is the NBIC-convergence paradigm.
PARADIGMATIC SHIFT REVEALING THE NATURE OF THE HUMAN MIND

The paper concerns the study of creative comprehension stylistics in the context of identifying the resources of logical and methodological equipment that provides the ability to analyze not only routine mental transformations, but also perturbations: emergent, uncontrollable, inexpressible, spontaneously emerging states of consciousness, modifying both the space of human cognition, and the personality that undergo this experience. A special attention is paid to the methodology of transdisciplinarity. The last one permits (due to underlying holistic principle) to get closer to the processes’ holistic transformations that are carried out not in a gradual modification of the comprehended elements, but simultaneously, by the “everything and straightaway” mode. In the investigation the following findings are novel: 1. concerning the difference between transdisciplinarity and multidisciplinarity: the latter brings consideration into the plane of summation, while the former into the space of a wholeness; 2. the procedure reversed to the knowledge’s fragmentation is not a putting together in the con-text of interdisciplinary discourse, but the transcendence of the boundaries of what is narrowly specifically known; 3. the operation named as “healing by wholeness” is carried out through the subject’s experience of being totally engaged in the present, that is accompanied by identification with what is available in the “here and now” mode; 4. a leap in awareness, marking a paradigmatic shift in an individual consciousness, implies a change in the coherence type: from duality to non-dual; 5. the special mode of mental state (“thinking by complexity”) is introduced to express some peculiar resources of mental being: thinking as non-thinking and thinking as wu-wei that permits us to get closer to the intensional interpretation of the human intelligence phenomenon; 6. complexity-taken-as-such, in its genuine primordiality, is greater than kinds of its manifestations, it acts as a truly active cognitive agent, as an instance, that is internally intended to self-disclosure. Being expressed in a contradictory discourse it leads to the multidimensional thinking actualization.
DISCURSIVE VACUUM OF SILENCE: TERRITORY AND MAP

In the era of digital information redundancy, deciphering the territory of silence through the symbolism of mapping can bring additional ordering and be relevant in terms of removing increased complexity. The latter will introduce additional meaningful aspects to the understanding of ongoing transformations in the life of society and discursive practices of scientific thought. The distinction between silence as an organic phenomenon of the unconscious and the constructed discursive vacuum of conscious negation in agent/principle relations contains the potential for conceptual transformations of ontological representations of the world, pushing the boundaries of the attitudes of the accepted community and discovering the intentional predispositions of acting agents. Morphogenetic crystallization of meaning can emerge in the repetition in a new fractal quality of synergetic becoming in the bilateral accentuation of silence as territory and map. The conceptual morphogenesis of silence is reflected in the dynamic map, outlining the possibilities and limitations of the ambivalent discursive vacuum that complements the narrative discourse.
THE SPIRIT AND STYLE OF CARTESIANISM IN MODERN TRANSDISCIPLINARY OPTICS

Interest in Descartes, his searches and reflections, the subsequent movement in this direction and the potential of these ideas for modernity, does not run low. The object of the study is Cartesianism as the source of New European rationality and as a complex phenomenon of philosophical thought and culture in general. The subject of the study is the conjugation of the spirit and style of Cartesianism, which form a productive complementarity in the indicated discourse. Modern reflection on the reception of philosophical schools and trends as intellectual reconstructions and the accumulation of competing interpretations of Descartes’ heritage make it difficult to determine the content and boundaries of Cartesianism. The “historically authentic” and canonical Descartes of classical philosophy becomes a multiple conceptual figure (“Case of Descartes”), and the corpus of Cartesian studies is enriched by the re-actualization of metaphysical, phenomenological, scientific ideas and experiences in this expanding discourse.The purpose of the study: on the one hand, to show themultidimensionality of Cartesianism and the intersection of the processes of differentiation and integration in this area, and on the other hand, to identify the possibilities of metaphilosophy and transdisciplinary strategies to ensure the integrity of knowledge and complex thinking about complex phenomena (“complexity”). The global trend of rethinking the attainability of “systematic integrity” in the 1970s. led to transdisciplinary optics — a reassessment of classical rationality and practical consensus, the involvement of all forms of knowledge in solving life problems and fine-tuning of tools. The transdisciplinary research methodology is formed by the intersecting perspectives of metaphilosophy, studies of “complexity” and methods of philosophical practice, which is implemented in the method of “close reading”. The paper gives a brief overview of the discourses of meta-Cartesianism, identifies some interpretations of the Cartesian spirit and the conditions for the significance of style in conjunction with the problem of the unity of knowledge, and finally shows the role of Cartesianism as an intensive, affirmative, shared being and creative event. The novelty of the work lies in the refinement of the conceptual model of Cartesianism and the expansion of practical experience in the application of transdisciplinary tools.
EXPANDING COGNITIVE HORIZON: TECHNOLOGIES TO HELP SCIENCE

Positive and negative effects of technological progress has been a hot discourse for a long time. Nowadays it opens new horizons with the expansion of artificial neural networks to various anthropological fields. The article focuses on the positive effects of technologies, in particular digital ones, and shows, using the example of archeology, the help of technology in expanding the horizon of human knowledge on the one hand, and the ability of these same technologies to reduce the distance between time epochs, letting us plunge into the worlds of the past and invite us to think together with them, creating a clearer picture of the past in our present.The article also discusses the synthesis of artificial neural networks usage and robotics together with other digital technologies inthe study of natural communication systems of cetaceans as an example of the help of modern technologies in expanding the horizons of human cognition.
CULTURAL EQUIVALENCE TO IMPROVE THE DESIGN EFFICIENCY OF AUTOMATED CONTR

The study deals with the importance of teachers' influence on emotional intelligence in foreign language classes. The review of the scientific research was carried out; the concepts were defined, didactic approaches in foreign language classes were shown.
CRITICAL THINKING STUDIES (CTS) AS A PROBLEM OF TRANSDISCIPLINARITY (TR).

Critical Thinking Study (CTS) will be thematized as a program of scientific inquiry in the style of Lakatos. Namely, in distinguishing the components of its unity of disposition: what is (CTS) in itself and how it manifests itself in action outside, contextually determined. Analytics of the selected segments is integrated by interaction on the platform of transdisciplinarity — a modern scientific research program, the essential feature of which is the problem-centrism of complex phenomena and their solutions. The article will also take into account the correlation between the problem of choosing a certain type of TR from existing ones and the conditionality of the choice of a specific problem, the solution of which the research can be aimed at in a situation of thematic conditionality as case studies. Case studies, understood as a complex problem complex, are solved on the basis of conventionally accepted ethical and aesthetic criteria and the values of everyday experience in a particular community under certain contextual circumstances that allow for variability. It will be noted that the formation of CTS as a self-learning and educational research practice has a critical-prognostic orientation and is built on communicative interdisciplinary interaction and transdisciplinary philosophical generalization of real specific problems in the onto-cognitive dimension. This situation predetermines, as the author sees it, the use of an expanded version of the interval approach in a transdisciplinary dimension. The target reason for this approach is the search for a holistic vision of the situation being solved, which, taking into account the extreme boundaries of the interval, using creativity, including relational-transductive ways of thinking, generates an ontology of the event (Badiou), as a superposition of the participating connotations. A study of critical thinking, based on the axiomatics of the philosophy of transdisciplinarity, using the resource of negative dialectics, which comes from the position “the identity and contradiction of thinking are tightly welded to each other” (Adorno). The article continues the research topic outlined in the article “Modeling the semiosis of digitalization of discursive practices (synergy-transdisciplinary aspects)”, (sector collonography for 2022).
GLOBOLOCAL CONTOURS OF INTEGRAL SCIENCE OF THE FUTURE

The article gives a new formulation of criterion of scientific demarcation, based on the definition of science as a structural methodology, which uses the system of knowledge, in the center of which there are pure structures described by logical theories and possessing their empirical realizations. The notion of subject and object structures is introduced. It is argued that the dichotomy of neopositivism and postpositivism in the history of the philosophy of science was connected with the identification by both of them of structurality only with its object type. It is noted that modern mathematics is almost entirely built on object structures, which are based on the concept of the Faustian number — an infinite type of number, displacing the quantities of other qualities to infinity. The classic example of such a number is the the natural series of numbers that underlies all other number systems. The task is to develop a new type of subject structures, which should be based on the concept of a new, “Pythagorean” number, which can reach infinity at a finite step, and mathematics should fully introduce into its definitions the concept of quantity of a certain quality. From this perspective, the constructs of mathematical analysis as the most developed theory of quantity in modern mathematics are briefly analyzed. It is noted their insufficiency and the need to develop a new concept of qualitative quantity, developed by the author in the theory of the so-called “R-analysis”. Further, the contours of future science are sketched as a science of integral type, based on a new type of ontologies (Windows-ontologies), in which the primary entity is not a thing or a process, but ontological screens and systems of “images” on them. Within the framework of such ontologies there appear their invariants, globolocs, which in some screens can give global, in others — their local representations. On this basis, the concepts of external and internal world are defined, a solution to the difficult problem of consciousness and psychophysical problem is proposed, and the quality of experience/feeling as a fundamental quality of the internal world is derived.
Coastal protection strategies in sustainable landscape design at Kelanang Beach, Selangor

Natural attractions and distinctive geographical settings make the coastal environment a promising opportunity for economic and social development. However, coastal areas are susceptible to environmental change, as the recent event shows that sea level rise has damaged Kelanang Beach. Controlling and minimizing the damage caused by sea level rise in the coastal zone is important for the area's benefit and long-term survival. Coastal protection strategies are essential to the survival of coastal ecosystems and the communities that rely on them. This study proposes coastal protection strategies in sustainable landscape design for Kelanang Beach, Selangor. The study entails the collection of primary data through site observation, in addition to the collection of secondary data which both compiled in the stage of site inventory, analysis, and map synthesis. The proposed design focuses on three main areas: the Kelanang Beach area, the glamping site area, and the mangrove trail area. The aesthetic value and practicality of these areas are highlighted through the design process including a zoning diagram, functional diagram, spatial diagram, design idea plan, and master plan proposal. Coastal protection strategies suggested in the master plan proposal include the integration of hard and soft strategies such as breakwater, planting buffer, and mangrove replanting. The design emphasized vegetation richness to stabilize the beach embankment and maintain the coastal line in the near future. This master plan idea is one of the landscape planning mechanisms to develop coastal areas while strengthening positive symbiotic relationships between local residents, tourists, and the natural environment.
Evaluation of Maturity Level and Recommendations for Improvement of Software Testing Process Based on Test Maturity Model Integration (TMMi): A Case Study

XYZ company as one of the companies that provides Over-The-Top (OTT) services has problems related to defects that pass into the production environment caused by an ineffective testing process. This has an impact on user satisfaction as indicated by various user complaints when using the application. It is necessary to evaluate the maturity level which shows the ability to perform software testing and what recommendations can be given to improve the software testing process. Test Maturity Model Integration (TMMi) as a model for improving the software testing process has been widely known to improve the testing process and positively impact product quality. XYZ company, which is looking to improve its software testing process, uses the TMMi model as a reference to determine the maturity level of the testing process and provide best practices for the testing process. The assessment was conducted using the TMMi Assessment Method Application Requirement (TAMAR) and information was collected using the Delphi method. The assessment is carried out in the process area at the maturity level of level 2 and produces a rating value of P (Partially Achieved) so that the maturity level of the XYZ company software testing process is level 1 (Initial). Recommendations are prepared based on specific practices in the Test Planning and Test Environment process areas that still have weaknesses that must be improved to reach maturity level 2 (Managed). The process of preparing recommendations is assisted by the Deming cycle which is then validated with stakeholders whether these recommendations can be implemented according to the needs of XYZ company to improve the testing process.
FPGA-QHAR: Throughput-Optimized for Quantized Two-Stream Human Action Recognition on the Edge

Accelerating Human Action Recognition (HAR) efficiently for real-time surveillance and robotic systems on edge chips remains a challenging research field, given its high computational and memory requirements. This paper proposed an integrated end-to-end HAR scalable HW/SW accelerator co-design based on an enhanced 8-bit quantized Two-Stream SimpleNet-PyTorch CNN architecture. Our network accelerator was trained on UCF101 and UCF24 datasets and implemented on edge SoC-FPGA. Our development uses partially streaming dataflow architecture to achieve higher throughput versus network design and resource utilization trade-off. We also fused all convolutional, batch-norm, and ReLU operations into a single homogeneous layer and utilized the Lucas-Kanade motion flow method to enable a high parallelism accelerator design and optimized on-chip engine computing. Furthermore, our proposed methodology achieved nearly 81 % prediction accuracy with an approximately 24 FPS real-time inference throughput at 187MHz on ZCU104, which is 1.7x - 1.9x higher than the prior research. Lastly, the designed framework was benchmarked against several hardware chips for higher throughput and performance measurements and is now available as an open-source project on GitHub for training and implementation on edge platforms.
Single Reinforcement Learning Policy for Landing a Drone Under Different UGV Velocities and Trajectories

We propose an algorithm that combines Reinforcement Learning (RL) and a PID cascade control for landing a drone on a moving unmanned ground vehicle (UGV). Unlike other works, where each policy is trained towards one specific task represented by one ground vehicle velocity, here we present an unified policy that enables the drone to land on UGV moving in multiple trajectories with different velocities. This improves the drone's capability and efficiency by reusing the parameters across different scenarios. More specifically, we consider the landing tasks by combining UGV platform linear velocities of 0.1 m/s, 0.2 m/s and 0.3 m/s with angular velocities -π / 4 rad/s, 0 and +π / 4 rad/s. In addition, the velocity set points sent to the platform are considered in the state space, enabling discrimination among situations and successful landing in different conditions with a single policy. The trained policy provides position offset commands to a cascade control, which, in turn, converts it into drone's motor thrusts enabling efficient maneuver. Further, the training occurs with parallel threads collecting experiences under different platform velocities and the actions are given in larger time window, compatible with real world applications where latency exists between sensor processing and data transmissions. Finally, the simulated experiments reveals convergence and demonstrate efficient landings for different conditions. The usage of an underlying cascade control exempts the policy from learning to stabilize the drone locally.
OWASP-Based Assessment of Web Application Security

Inadequate vulnerability assessment of web applications during the Software Development Life Cycle (SDLC) leads to security breaches posing a severe threat to digital transformation of businesses processes. Recently, Open Web Application Security Project (OWASP) augmented its list of common vulnerabilities found in web applications. In addition, they also provide Top 10 guidelines to help developers identify and eliminate these vulnerabilities. This study aims at evaluating the effectiveness of suggested guidelines in 70 web applications using the OWASP Zed Attack Proxy tool along with pre- and post-implementation analyses of cheat sheets on an enterprise-level web application. We observed that ranking categories in the Top 10 is not solely determined by frequency. Moreover, vulnerabilities in the Website X Division Head's portal reduced by 68.75% as a result of the cheat sheet analysis. In addition, the improvement was also significant in the Recruiter's portal (63.63%) whereas the reduction in the Candidates' portal's number of vulnerabilities was only 12.5%. The results suggest that cheat sheets can effectively address a number of web application vulnerabilities. However, additional measures such as S-SDLC and manual validation are needed for enhanced security of web applications.
Moment-alignment domain adaptation in the few-shot and low-resource context

Domain adaptation is a powerful method for resolving data set shifts. This work applies a state-of-the-art multisource domain adaptation method, moment-matching for multisource domain adaptation (M3SDA), to the problem of renal ultrasound anatomical view labeling and extends this method to perform outcome-conditional alignment (cM3SDA). Findings show that M3SDA successfully improves model performance in settings with large data-set shift, even with few labeled source images. Conditional alignment becomes valuable as batch size decreases, suggesting its utility in low-resource settings.