Artigos de revistas: "Ruleset generation"

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Alharbi, Fares, Gautam Siddharth Kashyap e Budoor Ahmad Allehyani. "Automated Ruleset Generation for “HTTPS Everywhere”". International Journal of Information Security and Privacy 18, n.º 1 (17 de julho de 2024): 1–14. http://dx.doi.org/10.4018/ijisp.347330.

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This paper details the implementation of a Web crawler aimed at automating ruleset construction for “HTTPS Everywhere,” with a goal to convert HTTP URLs to secure HTTPS equivalents for enhanced communication security. Developed within a seven-month timeframe, the crawler faced challenges in verifying HTTPS support, varying based on SSL certificate existence and validity. Successful ruleset creation and testing in Firefox and Chrome, adhering to stylistic standards, demonstrated the potential for effective development. The paper explores improving productivity through alternative libraries like Scrapy and Scrapy Cloud. While certain goals, such as in-depth cryptocurrency analysis and web crawler background reading, were unmet due to time constraints, valuable insights were gained. The conclusion underscores the difficulties, successes, and promises of automating ruleset generation through web crawlers for “HTTPS Everywhere,” offering valuable recommendations for advancing web security.

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Rijati, Nova, Diana Purwitasar, Surya Sumpeno e Mauridhi Hery Purnomo. "A Rule-Generation Model for Class Imbalances to Detect Student Entrepreneurship Based on the Theory of Planned Behavior". Cybernetics and Information Technologies 22, n.º 2 (1 de junho de 2022): 160–78. http://dx.doi.org/10.2478/cait-2022-0023.

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Abstract The ability to identify the entrepreneurial potential of students enables higher education institutions to contribute to the economic and social development of a country. Current research trends regarding the detection of student entrepreneurial potential have the greatest challenge in the unequal ratio of datasets. This study proposes a rule-generation model in an imbalanced situation to classify student entrepreneurship based on the Theory of Planned Behavior (TPB). The result is a ruleset that is used for the early detection of student entrepreneurial potential. The proposed method consists of three main stages, namely preprocessing data to classify data based on TPB variables, generating a dataset by clustering and selecting attributes by sampling to balance the data, and finally generating a ruleset. Furthermore, the results of the detecting ruleset have been evaluated with actual data from the student tracer study as ground truth. The evaluation results show high accuracy so that the ruleset can be applied to the higher education environment in the future.

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Opoku, Samuel King. "A Robust Mechanism for Categorizing Context-Aware Applications into Generations". European Journal of Electrical Engineering and Computer Science 5, n.º 6 (24 de novembro de 2021): 10–16. http://dx.doi.org/10.24018/ejece.2021.5.6.371.

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The hunt to categorize context-aware applications has been a prevalent issue to developers of context-aware applications. The previous categorizations were based on the functions of the applications. These mechanisms yielded limited results since many applications could not be categorized. This paper categorizes applications into four generations based on developmental trends through a literature survey. The first generation applications focused on data acquisition and used hardware sensors. The second generation applications focused on knowledge acquisition and used software sensors, semantic language and ontology-based modelling languages. The third generation applications focused on intelligent reasoning and used mechanisms to handle information uncertainty. The fourth generation applications deprecate cumbersome ruleset implementations and focus on artificial intelligence whilst taking into consideration the effect of the dynamics of users’ background and preference on contextual information. The study demonstrated that when applications, methods or technologies can be categorized over some time, it is better to classify them into generations.

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Coscia, Antonio, Vincenzo Dentamaro, Stefano Galantucci, Antonio Maci e Giuseppe Pirlo. "Automatic decision tree-based NIDPS ruleset generation for DoS/DDoS attacks". Journal of Information Security and Applications 82 (maio de 2024): 103736. http://dx.doi.org/10.1016/j.jisa.2024.103736.

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Capasso-Ballesteros, Italo Felipe, e Fernando De la Rosa-Rosero. "Semi-automatic construction of video game design prototypes with MaruGen". Revista Facultad de Ingeniería Universidad de Antioquia, n.º 99 (27 de março de 2020): 9–20. http://dx.doi.org/10.17533/udea.redin.20200369.

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Machinations Ruleset Generator (MaruGen) is a semi-automatic system for the generation of mechanics, rules, spaces (environments), and missions for video games. The objective of this system is to offer an expression mechanism for the video game designer role based on the definition of rules, and the ability to explore the concepts of progression and emergence in video games by using a formal, usable, and defined tool to design games with innovative and complex elements, and behaviors defined from combinations of basic elements. Based on the expressed designs and with the participation of programmers and video game artists, MaruGen allows the generation of agile video game prototypes in the Unity game engine. These prototypes can be analyzed by the entire workgroup to look for games with diverse complexities that make them attractive to their users. MaruGen is based on the expression of rules on elements of interest in video games and the rewriting mechanism using L-Systems for the generation of procedural content. MaruGen was evaluated in the construction of the Cubic Explorer video game and tested by gamers and video game developers during the Game Jam Ludum Dare 38.

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Gerussi, Alessio, Damiano Verda, Claudio Cappadona, Laura Cristoferi, Davide Paolo Bernasconi, Sandro Bottaro, Marco Carbone, Marco Muselli, Pietro Invernizzi e Rosanna Asselta. "LLM-PBC: Logic Learning Machine-Based Explainable Rules Accurately Stratify the Genetic Risk of Primary Biliary Cholangitis". Journal of Personalized Medicine 12, n.º 10 (26 de setembro de 2022): 1587. http://dx.doi.org/10.3390/jpm12101587.

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Background: The application of Machine Learning (ML) to genetic individual-level data represents a foreseeable advancement for the field, which is still in its infancy. Here, we aimed to evaluate the feasibility and accuracy of an ML-based model for disease risk prediction applied to Primary Biliary Cholangitis (PBC). Methods: Genome-wide significant variants identified in subjects of European ancestry in the recently released second international meta-analysis of GWAS in PBC were used as input data. Quality-checked, individual genomic data from two Italian cohorts were used. The ML included the following steps: import of genotype and phenotype data, genetic variant selection, supervised classification of PBC by genotype, generation of “if-then” rules for disease prediction by logic learning machine (LLM), and model validation in a different cohort. Results: The training cohort included 1345 individuals: 444 were PBC cases and 901 were healthy controls. After pre-processing, 41,899 variants entered the analysis. Several configurations of parameters related to feature selection were simulated. The best LLM model reached an Accuracy of 71.7%, a Matthews correlation coefficient of 0.29, a Youden’s value of 0.21, a Sensitivity of 0.28, a Specificity of 0.93, a Positive Predictive Value of 0.66, and a Negative Predictive Value of 0.72. Thirty-eight rules were generated. The rule with the highest covering (19.14) included the following genes: RIN3, KANSL1, TIMMDC1, TNPO3. The validation cohort included 834 individuals: 255 cases and 579 controls. By applying the ruleset derived in the training cohort, the Area under the Curve of the model was 0.73. Conclusions: This study represents the first illustration of an ML model applied to common variants associated with PBC. Our approach is computationally feasible, leverages individual-level data to generate intelligible rules, and can be used for disease prediction in at-risk individuals.

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Gowda, Shashi, Yingbo Ma, Alessandro Cheli, Maja Gwóźzdź, Viral B. Shah, Alan Edelman e Christopher Rackauckas. "High-performance symbolic-numerics via multiple dispatch". ACM Communications in Computer Algebra 55, n.º 3 (setembro de 2021): 92–96. http://dx.doi.org/10.1145/3511528.3511535.

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As mathematical computing becomes more democratized in high-level languages, high-performance symbolic-numeric systems are necessary for domain scientists and engineers to get the best performance out of their machine without deep knowledge of code optimization. Naturally, users need different term types either to have different algebraic properties for them, or to use efficient data structures. To this end, we developed Symbolics.jl, an extendable symbolic system which uses dynamic multiple dispatch to change behavior depending on the domain needs. In this work we detail an underlying abstract term interface which allows for speed without sacrificing generality. We show that by formalizing a generic API on actions independent of implementation, we can retroactively add optimized data structures to our system without changing the pre-existing term rewriters. We showcase how this can be used to optimize term construction and give a 113x acceleration on general symbolic transformations. Further, we show that such a generic API allows for complementary term-rewriting implementations. Exploiting this feature, we demonstrate the ability to swap between classical term-rewriting simplifiers and e-graph-based term-rewriting simplifiers. We illustrate how this symbolic system improves numerical computing tasks by showcasing an e-graph ruleset which minimizes the number of CPU cycles during expression evaluation, and demonstrate how it simplifies a real-world reaction-network simulation to halve the runtime. Additionally, we show a reaction-diffusion partial differential equation solver which is able to be automatically converted into symbolic expressions via multiple dispatch tracing, which is subsequently accelerated and parallelized to give a 157x simulation speedup. Together, this presents Symbolics.jl as a next-generation symbolic-numeric computing environment geared towards modeling and simulation.

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Liu, Zhen Yu, Zhi Hui Song, Rui Qing Yan e Zeng Zhang. "The Optimization Algorithm of Association Rules Mining". Applied Mechanics and Materials 614 (setembro de 2014): 405–8. http://dx.doi.org/10.4028/www.scientific.net/amm.614.405.

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Frequent itemsets mining is the core part of association rule mining. At present most of the research on association rules mining is focused on how to improve the efficiency of mining frequent itemsets , however, the rule sets generated from frequent itemsets are the final results presented to decision makers for making, so how to optimize the rulesets generation process and the final rules is also worthy of attention. Based on encoding the dataset, this paper proposes a encoding method to speed up the generation process of frequent itemsets and proposes a subset tree to generate association rules which can simplify the generation process of rules and narrow the rulesets presented to decision makers.

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Hee Chang, Park. "Generation Method of Association Rules by Symmetric Hellinger Measure". Korean Data Analysis Society 19, n.º 5 (31 de outubro de 2017): 2323–29. http://dx.doi.org/10.37727/jkdas.2017.19.5.2323.

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Sakai, Hiroshi, e Michinori Nakata. "An Application of Discernibility Functions to Generating Minimal Rules in Non-Deterministic Information Systems". Journal of Advanced Computational Intelligence and Intelligent Informatics 10, n.º 5 (20 de setembro de 2006): 695–702. http://dx.doi.org/10.20965/jaciii.2006.p0695.

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Minimal rule generation in Non-deterministic Information Systems (NISs), which follows rough sets based rule generation in Deterministic Information Systems (DISs), is presented. According to certain rules and possible rules in NISs, minimal certain rules and minimal possible rules are defined. Discernibility functions are also introduced into NISs for generating minimal certain rules. Like minimal rule generation in DISs, the condition part of a minimal certain rule is given as a solution of an introduced discernibility function. As for generating minimal possible rules, there may be lots of discernibility functions to be solved. So, an algorithm based on an order of attributes is proposed. A tool, which generates minimal certain rules and minimal possible rules, has also been implemented.

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V Subramanyam, S. "Survey Report on Association Rules Mining for Frequent Item Set Generation". International Journal of Science and Research (IJSR) 12, n.º 3 (5 de março de 2023): 434–37. http://dx.doi.org/10.21275/sr23310150337.

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Lev, Tidhar. "Who is Afraid of Generation Z? The Intergenerational Gap Affecting the World of Work Post-COVID-19 Era". Logos Universality Mentality Education Novelty: Social Sciences 11, n.º 1 (2 de setembro de 2022): 01–17. http://dx.doi.org/10.18662/lumenss/11.1/59.

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In an era of rapid changes alongside a global pandemic (COVID-19) that changed rules in the world of work, a new generation of employees, Generation Z (born 1995-2010) has been absorbed, joining three older generations, baby boomers, Generation X and Generation y. Qualitative research with high-tech company managers in Israel examined management issues constituting intergenerational gaps and affecting the new world of work. It was found that although Generation Z workers are characterized by high both technological and independent learning personal abilities giving them an advantage in relation to previous generations, there is a sharp decline in its commitment levels to an organization and managers and its ability to persevere with long-term tasks. The new generation of workers expects a greater home/work balance and indulgent workplace enabling enjoyment and a social life within work hours. Research findings provide an infrastructure for different management and leadership thinking in light of the Generation Z challenge and the gap between the different generations.

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HATA, Ryusuke, e Kazuyuki MURASE. "Generation of Fuzzy Rules by a Complex-Valued Neuro-Fuzzy Learning Algorithm". Journal of Japan Society for Fuzzy Theory and Intelligent Informatics 27, n.º 1 (2015): 533–48. http://dx.doi.org/10.3156/jsoft.27.533.

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Miniya, M., O. Oubram e L. M. Gaggero-Sager. "Quantum transport in novel self-similar structure based on graphene". Physica Scripta 99, n.º 1 (19 de dezembro de 2023): 015924. http://dx.doi.org/10.1088/1402-4896/ad10f5.

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Abstract A new self-similar graphene structure with different construction parameters is created to investigate the scalability of transmission coefficient. The transfer matrix formalism is used to calculate transmission spectra for generations of the self-similar structure. Two cases are analyzed: In the first case, the barriers were created by substrates, which induce a gap in the graphene. In the second case, the barriers were created by electric fields that can produce a displacement of the Dirac cones. We find that both cases show self-similarity patterns in their transmission spectra, which can be demonstrated through analytical equations called scaling rules, those rules connecting the generations of the structure. It results when the height of the barriers (V 0) is scaled or not, it gives different scaling rules, which shows that V 0 can be a revealing factor to find alternatives to scaling the transmission coefficient. Scaling rules can be useful because one can determine the transmission coefficient of generation i + 1 only by knowing a generation i.

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Hiromitsu, Toshiaki, Yoko Kitakaji, Keishiro Hara e Tatsuyoshi Saijo. "What Do People Say When They Become “Future People”?―Positioning Imaginary Future Generations (IFGs) in General Rules for Good Decision-Making". Sustainability 13, n.º 12 (10 de junho de 2021): 6631. http://dx.doi.org/10.3390/su13126631.

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In public decisions with long-term implications, decisions of the present generation will affect long-term welfare, including future generations. However, only the present generation is able to participate in such decision-making processes. In this study, we invited “Imaginary Future Generations” (IFGs), as participants in a discussion who take on the role of members of future generations to argue on behalf of their future interests to engage in present-day deliberations among residents of a Japanese town. Through analysis, it was seen that the deliberations among IFGs rose interest in issues that are related to common fundamental needs across generations. While the cognitive aspects of interpersonal reactivity, which measure the reactions of one individual to the observed experiences of another, were seen as useful in arguing for the interests of future generations, it was suggested that the environment for deliberation had a significant impact on the ability to effectively take on the role of members of future generations. Finally, this paper positioned IFGs within the broad context of general rules for good decision-making, based on an analysis of these deliberations and in light of philosophical arguments such as the veil of ignorance by John Rawls.

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Listvina, Evgeniya V., e Svetlana M. Frolova. "Sociocultural Aspects of Intergenerational Communications in the Digital Age". Izvestiya of Saratov University. New Series. Series: Philosophy. Psychology. Pedagogy 20, n.º 4 (23 de novembro de 2020): 369–73. http://dx.doi.org/10.18500/1819-7671-2020-20-4-369-373.

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The article deals with the problem of interaction between generations in the emerging digital age. With the introduction of digital technologies into everyday life, qualitatively new conditions for the existence of society are formed, what affects the interaction of generations. Based on the following classification of generations – the “book” generation, the “TV” generation, the “Internet” generation – which have different value attitudes, specific ways of organizing work, communication, forming value ideas and priorities, different ways of experiencing life in general, the authors explore the characteristic features of a new generation. These include the problem of freedom and transparency of existence in the world of gadgets. The article also discusses the problem of communication in the presence of an intermediary – a gadget that sets its own rules of social interaction, including short communications aimed at achieving fractional, rapid goals, what leads to the situativeness of human existence in the digital world. The next problem that follows from the previous one is the problem of personality and its self-determination, which is expressed in the presence of polyidentities. The fourth characteristic feature is a specific way of getting information. The turn-of-the-century generation is also characterized by the absence of a “big hero” and the absence of a “big goal” that people of previous generations aspired to. As a way to achieve intergenerational consensus, we propose the formation of a multi-figurative culture in which all the generations which we have identified participate equally.

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Kramkowska, Emilia. "The body image of the contemporary senior and its interpretations. The perspective of different generations". Acta Universitatis Lodziensis. Folia Sociologica, n.º 90 (26 de setembro de 2024): 55–70. http://dx.doi.org/10.18778/0208-600x.90.04.

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This article discusses part of a qualitative study carried out among representatives of four generations (the traditionalist generation, baby boomers, generation X, and generation Y), which reveals intergenerational differences in the way the ageing human body is perceived and the body practices to which it is currently exposed. Using the category of generations and assuming that the human body is a social construct resulting from the process of the socialisation of the biological – a symbolic form reflecting the rules, social hierarchies and cultural obligations binding in a given society and at a given historical moment, the article proposes an answer to the question: how does the moment of life of representatives of different generations, and thus the socio-cultural conditions defining selected generations of Polish men and women, determine the way in which the appearance of the body of contemporary seniors is interpreted? The collected material allows us to perceive generational differences (in the chosen topic), while the literature used helps to interpret the results of the study.

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Su, Jian Ming, Xiao Mei Mei e Zhao Hao. "A Plan Generation System of Huizhou Traditional Residence". Applied Mechanics and Materials 409-410 (setembro de 2013): 486–95. http://dx.doi.org/10.4028/www.scientific.net/amm.409-410.486.

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This paper discusses a method of constructing a system for generating the plan with the characteristics of Huizhou traditional residence. Based on the data analysis of Huizhou traditional houses, this paper summarized the rules of the form composition in Huizhou traditional residence, which include the rules of site, axial direction, total width, functional space, transition space, patio space and total depth etc. Meanwhile, with the help of grammar translation in computer aided architectural design, these rules are transformed into generation grammars from words description by mathematics and computer language expression. Moreover, the plan with characteristics of Huizhou traditional houses has been generated under given conditions through a generation system for computer aided architectural design, which has been proved to be effective through an example of plan generation.

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Miller, Ralph R., Todd R. Schachtman e Louis D. Matzel. "Testing response generation rules." Journal of Experimental Psychology: Animal Behavior Processes 14, n.º 4 (1988): 425–29. http://dx.doi.org/10.1037/0097-7403.14.4.425.

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Murayama, Takeshi, Bungo Takemura e Fuminori Oba. "Assembly Sequence Planning Using Inductive Learning". Journal of Robotics and Mechatronics 11, n.º 4 (20 de agosto de 1999): 315–20. http://dx.doi.org/10.20965/jrm.1999.p0315.

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The authors propose acquiring heuristic rules automatically for generating assembly sequences efficiently. Heuristic rules are reduced from training examples by inductive learning. Additional training examples are made from information on assembly sequences and used for modifying heuristic rules. As the assembly sequence generation and modification of heuristic rules are executed more, heuristic rules are refined and assembly sequences are generated efficiently. An experiment demonstrated the effectiveness of the approach.

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Malhis, Nawar, Arden Ruttan e Hazem H. Refai. "An Efficient Approach for Candidate Set Generation". Journal of Information & Knowledge Management 04, n.º 04 (dezembro de 2005): 287–91. http://dx.doi.org/10.1142/s0219649205001249.

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When Apriori was first introduced as an algorithm for discovering association rules in a database of market basket data, the problem of generating the candidate set of the large set was a bottleneck in Apriori's performance, both in space and computational requirements. At first, many unsuccessful attempts were made to improve the generation of a candidate set. Later, other algorithms that out performed Apriori were developed that generate association rules without using a candidate set. They used the counting property of association rules instead of generating the candidate set as Apriori does. However, the Apriori concept has been used in many different areas other than counting market basket items, and the candidate generation problem remains a bottleneck issue. The approach described here improves the overall time and space requirements by eliminating the need for a hash table/tree of formation for the candidate set.

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Jara Gonzalez, Johor, Seth Cooper e Matthew Guzdial. "Mechanic Maker 2.0: Reinforcement Learning for Evaluating Generated Rules". Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment 19, n.º 1 (6 de outubro de 2023): 266–75. http://dx.doi.org/10.1609/aiide.v19i1.27522.

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Automated game design (AGD), the study of automatically generating game rules, has a long history in technical games research. AGD approaches generally rely on approximations of human play, either objective functions or AI agents. Despite this, the majority of these approximators are static, meaning they do not reflect human player's ability to learn and improve in a game. In this paper, we investigate the application of Reinforcement Learning (RL) as an approximator for human play for rule generation. We recreate the classic AGD environment Mechanic Maker in Unity as a new, open-source rule generation framework. Our results demonstrate that RL produces distinct sets of rules from an A* agent baseline, which may be more usable by humans.

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misisouk, sanh. "Income generation, guideline, SU Income Generating Guidelines for Souphanouvong University". Souphanouvong University Journal Multidisciplinary Research and Development 10, n.º 4 (3 de setembro de 2024): 102–10. http://dx.doi.org/10.69692/sujmrd1004102.

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The purpose of this research is to analyze determinants of the guideline for income generation of Souphanouvong University, by distributing a questionnaire to 215 employees, using descriptive statistics and reference statistics, using a stepwise multiple regression model The results found that the guidelines to generate income from activities are based on the budget income provided by the state in combination with the creation of short-term courses, providing policies for students, improving teaching manuals, providing external academic services, expanding cooperation, transforming into a service and research center, renting space. On the one hand, to generate revenue in terms of management are creating incentives, putting in place the management rules that are oriented, having a person in charge, the revenue management task to have a single window, and providing a clear budget to be used in each period. Allow time for staff to provide services - generate income that is not too limited, each board should have a detailed plan to generate income, provide modern teaching and learning facilities, turn existing assets into capital, invest to improve the environment of the university more and more.

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Pan, Jie, Jingwei Huang, Yunli Wang, Gengdong Cheng e Yong Zeng. "A self-learning finite element extraction system based on reinforcement learning". Artificial Intelligence for Engineering Design, Analysis and Manufacturing 35, n.º 2 (21 de abril de 2021): 180–208. http://dx.doi.org/10.1017/s089006042100007x.

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AbstractAutomatic generation of high-quality meshes is a base of CAD/CAE systems. The element extraction is a major mesh generation method for its capabilities to generate high-quality meshes around the domain boundary and to control local mesh densities. However, its widespread applications have been inhibited by the difficulties in generating satisfactory meshes in the interior of a domain or even in generating a complete mesh. The element extraction method's primary challenge is to define element extraction rules for achieving high-quality meshes in both the boundary and the interior of a geometric domain with complex shapes. This paper presents a self-learning element extraction system, FreeMesh-S, that can automatically acquire robust and high-quality element extraction rules. Two central components enable the FreeMesh-S: (1) three primitive structures of element extraction rules, which are constructed according to boundary patterns of any geometric boundary shapes; (2) a novel self-learning schema, which is used to automatically define and refine the relationships between the parameters included in the element extraction rules, by combining an Advantage Actor-Critic (A2C) reinforcement learning network and a Feedforward Neural Network (FNN). The A2C network learns the mesh generation process through random mesh element extraction actions using element quality as a reward signal and produces high-quality elements over time. The FNN takes the mesh generated from the A2C as samples to train itself for the fast generation of high-quality elements. FreeMesh-S is demonstrated by its application to two-dimensional quad mesh generation. The meshing performance of FreeMesh-S is compared with three existing popular approaches on ten pre-defined domain boundaries. The experimental results show that even with much less domain knowledge required to develop the algorithm, FreeMesh-S outperforms those three approaches in essential indices. FreeMesh-S significantly reduces the time and expertise needed to create high-quality mesh generation algorithms.

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Pekunov, Vladimir Viktorovich. "Induction of the transformation rules of the natural language problem statement into a semantic model for generating solver". Программные системы и вычислительные методы, n.º 3 (março de 2020): 29–39. http://dx.doi.org/10.7256/2454-0714.2020.3.33789.

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The author considers a problem of automatic synthesis (induction) of the rules for transforming the natural language formulation of the problem into a semantic model of the problem. According to this model a program that solves this problem can be generated. The  problem is considered in relation to the system of generation, recognition and transformation of programs PGEN ++. Based on the analysis of literary sources, a combined approach was chosen to solve this problem, within which the rules for transforming the natural language formulation into a semantic model of the problem are generated automatically, and the specifications of the generating classes and the rules for generating a program from the model are written manually by a specialist in a specific subject area. Within the framework of object-event models, for the first time, a mechanism for the automatic generation of recognizing scripts and related entities (CSV tables, XPath functions) was proposed. Generation is based on the analysis of the training sample, which includes sentences describing objects in the subject area, in combination with instances of such objects. The analysis is performed by searching for unique keywords and characteristic grammatical relationships, followed by the application of simple eliminative-inducing schemes. A mechanism for the automatic generation of rules for replenishing / completing the primary recognized models to full meaning ones is also proposed. Such generation is performed by analyzing the relations between the objects of the training sample, taking into account information from the specifications of the classes of the subject area. The proposed schemes have been tested on the subject area "Simple vector data processing", the successful transformation of natural language statements (both included in the training set and modified) into semantic models with the subsequent generation of programs solving the assigned tasks is shown.

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Rusmiatiningsih, Rusmiatiningsih, e Okky Rizkyantha. "Analisis Karakteristik Literasi Generasi Alpha Dan Implikasinya Terhadap Layanan Perpustakaan". Tik Ilmeu : Jurnal Ilmu Perpustakaan dan Informasi 6, n.º 2 (29 de dezembro de 2022): 295. http://dx.doi.org/10.29240/tik.v6i2.5134.

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The alpha generation has creative, passionate, dynamic, leadership, and confident characters in making future career decisions, inseparable from technology in completing their work. Technological developments and pandemic conditions drastically changed the values and concepts of the line of education in carrying out teaching and learning activities and in the transfer of information. In library services, for example, major changes are needed in managing and disseminating information to respond to these conditions. This is to provide a balance in adjusting the style and character of the alpha generation in obtaining information. The purpose of this study is to analyze the character of the alpha generation so as to find patterns of information needs. In addition, it aims to determine the implications for library services. In this study, the study used was a literature study. From the description of the analysis that has been carried out, it can be concluded that the alpha generation is a multitasking generation, digital native, does not like rules, is creative, and flexible, connects, and collaborates as well as practicum. While the context of the information needs of the alpha generation tends towards information in digital formats and direct, applicable and easy information to be directly shared through social media. The implications of library services are expected to adjust the pattern of service performance to meet the information needs of the alpha generation including: changes in expectations of access to library information services that focus on idealistic and fast and sophisticated personal convenience, readiness for data appearance that is ready to share or share data directly, use of social media for promotion and communication lines across generations, the competence of librarians as professional data analysts is not only managing and maintaining but also participating in generating and repackaging information.

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Clark, Courtney M., Elizabeth L. Bjork e Robert A. Bjork. "On the Role of Generation Rules in Moderating the Beneficial Effects of Errorful Generation". Zeitschrift für Psychologie 229, n.º 2 (abril de 2021): 120–30. http://dx.doi.org/10.1027/2151-2604/a000442.

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Abstract. In participants’ learning of semantically related paired associates, such as whale-mammal, prior research has demonstrated that having participants first attempt to predict what the to-be-learned response to a given cue will be enhances subsequent cued recall of that response, even when such predictions are always wrong (e.g., Kornell et al., 2009 ). In six experiments, we evaluate the importance of such error-prone predictions having a semantic basis – versus an acoustic (rhyming) basis. Our results show that both semantic generation as well as semantically related materials seem necessary if errorful generation is to have positive effects; generation based on other rules and materials does not aid learning. Learners are not, however, metacognitively aware of such benefits of generating errors.

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Goldhaber, Maurice. "Amending the Standard Model of Particle Physics". International Journal of Modern Physics A 19, supp01 (fevereiro de 2004): 167–80. http://dx.doi.org/10.1142/s0217751x04018683.

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Some of my earlier arguments, suggesting modifications of the Standard Model of Particle Physics (see ref. 1), are elaborated and extended. Rules deduced from the known properties of elementary fermions are sharpened and extended in the first part. Conclusions drawn from the rules in the second part are also honed and expanded and an estimate of the neutrino mass eigenstates is added. In the third part, a tentative explanation of the rules is discussed. In my earlier paper, I suggested replacing the point-sources postulated by the Standard Model for each generation by finite 'source-shapes', equal for all elementary fermions of a generation and systematically decreasing in volume from the first to the third generation, thus increasing the effect of self-interactions. According to the rules a correlation exists between the mass of an elementary fermion and the strength of its self-interaction, thus an increase in self-interactions would resolve the problem of the hierarchical masses. A possible connection between the existence of only three generations and the three-dimensionality of space also is discussed. In the epilogue the question is explored whether finite source-shapes for the elementary fermions can be reconciled with fundamental theoretical tenets.

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Ayobade, Adebowale, Oluseye Ajuwon e Olufemi Saibu. "Socioeconomic determinants of the employment/income capacity of MSMEs in South-west Nigeria". International Journal of Publication and Social Studies 9, n.º 1 (15 de julho de 2024): 40–56. http://dx.doi.org/10.55493/5050.v9i1.5121.

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This paper analyzed socioeconomic characteristics of micro, small, and medium-sized enterprises (MSMEs) that have implications for employment and income generation potentials in Osun and Oyo states of southwestern Nigeria. The paper used multistage sampling technique to identify and collect data from 1020 SMEs, analyzed using descriptive and inferential statistical technique. The result showed that gender bias inhibits both income and employment generating potentials, with male dominance over female dominance hindering female ability to pivot and reduce poverty among business owners while age has a significant positive effect on employment generation but not a significant factor in generating revenue. Marital status has a negative effect on job creation but not significant in their income-generating potential. Labour regulation and access to credit are the two most significant institutional factors affecting MSMEs' income and employment generating potentials. Religion does not appear to be a significant component in boosting income-generating potential and education is seen as having a negligible negative influence. Financial difficulties are the greatest restriction for MSMEs in Osun and Oyo states while taxation and government policy have a positive impact on income generation potential, as compliance with official rules encourages firms to explore government incentives.

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Zhong, Yanru, Chaohao Jiang, Yuchu Qin, Guoyu Yang, Meifa Huang e Xiaonan Luo. "Automatically generating assembly sequences with an ontology-based approach". Assembly Automation 40, n.º 2 (18 de novembro de 2019): 319–34. http://dx.doi.org/10.1108/aa-12-2018-0271.

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Purpose The purpose of this paper is to present and develop an ontology-based approach for automatic generation of assembly sequences. Design/methodology/approach In this approach, an assembly sequence planning ontology is constructed to represent the structure and interrelationship of product geometry information and assembly process information. In the constructed ontology, certain reasoning rules are defined to describe the knowledge and experience. Based on the ontology with reasoning rules, the algorithm for automatically generating assembly sequences is designed and implemented. Findings The effectiveness of this approach is verified via applying it to generate the assembly sequences of a gear reducer. Originality/value The main contribution of the paper is presenting and developing an ontology-based approach for automatically generating assembly sequences. This approach can provide a feasible solution for the issue that mathematics-based assembly sequence generation approaches have great difficulty in explicitly representing assembly experience and knowledge.

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Liu, Hongguang, e Ji Ping. "Generating Intraday Trading Rules on Index Future Markets Using Genetic Programming". International Journal of Trade, Economics and Finance 6, n.º 2 (abril de 2015): 112–16. http://dx.doi.org/10.7763/ijtef.2015.v6.453.

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Bojić, Marko, Slobodan Stanojević e Milorad Zekić. "Establishing and maintaining knowledge management in the enterprises of the defense industry". Vojno delo 72, n.º 2 (2020): 98–111. http://dx.doi.org/10.5937/vojdelo2002098b.

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Establishing knowledge management means setting up, maintaining and constantly updating a state by generating new models and rules of its use, i.e. means process. Each process takes place in accordance with a logical structure and certain rules, supported by someone.It has a specific goal, directed content and it requires some assumptions,that is, characteristics of the environment in which it takes place. When it comes to knowledge management, its establishment and maintenance, the enterprises of the defense industry represent the environment and its properties condition the generation of knowledge management. On this assumption, questions can be asked and their answers explain the knowledge management generation.

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Taleb, Mohamed, Ahmed Seffah e Alain Abran. "Generation Rules in POMA Architecture". Journal of Software Engineering and Applications 03, n.º 11 (2010): 1040–46. http://dx.doi.org/10.4236/jsea.2010.311122.

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Green, Michael, Ahmed Khalifa, Gabriella Barros e Julian Togellius. ""Press Space to Fire": Automatic Video Game Tutorial Generation". Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment 13, n.º 2 (25 de junho de 2021): 75–80. http://dx.doi.org/10.1609/aiide.v13i2.12977.

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We propose the problem of tutorial generation for games, i.e. to generate tutorials which can teach players to play games, as an AI problem. This problem can be approached in several ways, including generating natural language descriptions of game rules, generating instructive game levels, and generating demonstrations of how to play a game using agents that play in a human-like manner. We further argue that the General Video Game AI framework provides a useful testbed for addressing this problem.

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Polovikova, O. N., V. V. Shiryaev, N. M. Oskorbin e L. L. Smolyakova. "Features of Software Implementation of Logical Tasks in Prolog". Izvestiya of Altai State University, n.º 1(117) (17 de março de 2021): 116–20. http://dx.doi.org/10.14258/izvasu(2021)1-20.

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One of the promising areas for using Prolog-systems is to solve logical tasks. This study outlines a solution approach based on the state generation procedure and the verification procedure. A solution to a logical task is presented, which demonstrates in practice the proposed approach and method of specifying a procedure for generating states. In the proposed example, a bit chain is generated that defines the code of a particular letter in the solution of the applied problem. Building a solution by means of code generation with verification allows not storing in the knowledge base a binary tree of all possible codes. The process of generating new states can be associated with the training of the program, with the dynamic formation of the knowledge base. The approach is based on the capabilities of software environments for adding facts and rules to existing ones, which were obtained as the results of the program or its stages. In this case, the entire program is the generating rule. An analysis of the constructed and tested procedures for the dynamic generation of states and the generation of facts allows us to talk about the applicability of such a solution for certain applied problems.

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FATKULLINA, G. R. "VIRTUALIZATION OF THE SOCIAL REALITY OF YOUTH". Izvestia Ufimskogo Nauchnogo Tsentra RAN, n.º 4 (9 de dezembro de 2022): 78–90. http://dx.doi.org/10.31040/2222-8349-2022-0-4-78-90.

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The relevance of this study is determined by the increasing pace of virtualization of modern society. The "new reality" dictates its own rules, social networks, like the Internet, become an integral part of life and significantly change the existing social reality, generating new contradictions and restrictions. This publication analyzes statistics and trends in Internet usage both abroad and in Russia. The results of various studies on the behavior of young people on the Internet, the impact of virtualization on the younger generation are considered. Part of the results of the study of youth in the Republic of Bashkortostan aged 14-35 years, conducted in 2021, is also presented. The sample size was 2000 people, the methodology included both an apartment survey of respondents and an online survey using Google Forms. The study allowed us to draw the following conclusions: a rating of popular social networks among the youth of the republic was compiled; it was revealed that the use of social networks to a certain extent brings additional social burden into the lives of young people; differences in behavior trends in the Internet environment of generations Y and Z were identified; values and priorities of representatives of generations Y and Z.

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Grandez, Maessy B., Maria Carmela P. Ablero, Raidar M. Lasala, Ma Theresa G. Gomez e Ruel T. Bonganciso. "Forda Ferson: The Morphological Structure of Generation Z Slang in Social Media". Journal of English as A Foreign Language Teaching and Research 3, n.º 2 (30 de setembro de 2023): 14–30. http://dx.doi.org/10.31098/jefltr.v3i2.1847.

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Filipino Generation Z's creative ability to experiment with morphemes is a factor in the emergence of new words. These lexical items possess the capacity to function as nouns, verbs, and adjectives within the Filipino language. This study aims to examine how Filipino Generation Z slang terminologies are formed if such terms undergo a particular process that adheres to a specific morphological structure and if new sets of rules are observed that are not included in the current morphological rules. Since the researchers used words to analyze the gathered data, a qualitative research design utilizing content analysis was employed in this study. This study employed homogeneous sampling, with researchers extracting only Generation Z slang from the Facebook posts of PNUV first- to fourth-year students as the corpus. The framework matrix was used to determine the morphological processes underlying Generation Z slang. Consequently, it was determined that word formation processes such as coinage, borrowing, compounding, blending, clipping, acronyms, affixation, conversion, and multiple processes were utilized to create Generation Z slang. In addition, the data revealed additional word formation processes, such as contraction, reduplication, and spelling change. Most Filipino Generation Z slang word formation was categorized as a change in spelling. Future researchers can gain a deeper understanding of how the Filipino generation z's language is shaped and how it differs from previous generations by examining linguistic patterns and word forms.

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Xie, Mengfei, Jianzhong Zhou, Wenyu Ouyang, Liu Yuan e Hairong Zhang. "Research on joint generation scheduling of cascade hydro plants in the dry season". Water Supply 18, n.º 1 (6 de junho de 2017): 193–202. http://dx.doi.org/10.2166/ws.2017.108.

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Abstract As more and more reservoirs are built, concentrated water releasing in the dry season will bring about additional flow compensation and the joint operation of cascade hydro plants is quite important. This paper discusses the water level decline strategy of four cascade hydro plants in the Jinsha River and analyses the relationship between guaranteed output and total power generation. Considering stochastic inflows, an implicit stochastic optimization method is employed and a multi-objective parallel differential evolution algorithm is proposed to extract dispatching rules. Finally, a method which combines discriminant method and dispatching rules is proposed for practical operations and achieves good performance. Compared with routine scheduling, the power generations of the proposed method are improved observably in different typical years. The average power generation increases about 3% with the same cascade minimum output.

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Farooq, Humera, Nordin Zakaria e Muhammad Tariq Siddique. "An Interactive Visualization of Genetic Algorithm on 2-D Graph". International Journal of Software Science and Computational Intelligence 4, n.º 1 (janeiro de 2012): 34–54. http://dx.doi.org/10.4018/jssci.2012010102.

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The visualization of search space makes it easy to understand the behavior of the Genetic Algorithm (GA). The authors propose a novel way for representation of multidimensional search space of the GA using 2-D graph. This is carried out based on the gene values of the current generation, and human intervention is only required after several generations. The main contribution of this research is to propose an approach to visualize the GA search data and improve the searching process of the GA with human’s intention in different generations. Besides the selection of best individual or parents for the next generation, interference of human is required to propose a new individual in the search space. Active human intervention leads to a faster searching, resulting in less user fatigue. The experiments were carried out by evolving the parameters to derive the rules for a Parametric L-System. These rules are then used to model the growth process of branching structures in 3-D space. The experiments were conducted to evaluate the ability of the proposed approach to converge to optimized solution as compared to the Simple Genetic Algorithm (SGA).

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Jiménez López, María Dolores. "Aggregation with Recombination Patterns". Triangle, n.º 6 (28 de junho de 2018): 89. http://dx.doi.org/10.17345/triangle6.89-108.

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In this paper, we show the commonalities between aggregation processes in Natural Language Generation and recombination patterns, a framework introduced recently as a way of generating complex sentences in natural languages using very simple recombination –and therefore biological– rules. By showing similarities between these two mechanisms, we suggest the possibility of carrying out aggregation by means of recombination patterns. We also refer to the possibility of using such a biological-motivated framework in the design of efficient and simple natural language generation devices.

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Gong, Wei, Wei Jiang, Huipo Zhou, Ying Le, Chao Guo, Kangxuan Xu e Xiaocong Sun. "Research on access rules and flexibility evaluation index system of ancillary service market in China". IOP Conference Series: Earth and Environmental Science 983, n.º 1 (1 de fevereiro de 2022): 012031. http://dx.doi.org/10.1088/1755-1315/983/1/012031.

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Abstract In high renewable energy penetrated power systems, the flexibility of power system resources is indispensable. With the implementation of domestic ancillary service markets, the revenue of ancillary services provided by generating units is gradually changing from the planned mode to the market mode. Moreover, the access threshold for generating units to participate in the ancillary service market has changed. At the same time, the flexibility of generating units has a great impact on the revenue of the ancillary service market. Therefore, this paper summarizes the flexibility requirements of typical pilot areas in China for generating units to participate in ancillary service markets. Then, the corresponding flexibility evaluation indexes of different ancillary services are sorted out and the flexibility evaluation model is developed to evaluate the flexibility ability of power generation enterprises scientifically. The flexibility evaluation system proposed in this paper can effectively evaluate the flexibility capability of generating units and conduct its flexibility enhancement.

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Min, Jun, Zhaoqi Liu, Lei Wang, Dongyang Li, Maoqing Zhang e Yantai Huang. "Music Generation System for Adversarial Training Based on Deep Learning". Processes 10, n.º 12 (27 de novembro de 2022): 2515. http://dx.doi.org/10.3390/pr10122515.

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With the rapid development of artificial intelligence, the application of this new technology to music generation has attracted more attention and achieved gratifying results. This study proposes a method for combining the transformer deep-learning model with generative adversarial networks (GANs) to explore a more competitive music generation algorithm. The idea of text generation in natural language processing (NLP) was used for reference, and a unique loss function was designed for the model. The training process solves the problem of a nondifferentiable gradient in generating music. Compared with the problem that LSTM cannot deal with long sequence music, the model based on transformer and GANs can extract the relationship in the notes of long sequence music samples and learn the rules of music composition well. At the same time, the optimized transformer and GANs model has obvious advantages in the complexity of the system and the accuracy of generating notes.

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Bui, Thanh Viet. "The role of family parentage in maintaining and developing traditional handicarft villages in Quang Tri". Science & Technology Development Journal - Social Sciences & Humanities 1, n.º X1 (30 de junho de 2017): 67–82. http://dx.doi.org/10.32508/stdjssh.v1ix1.433.

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Parentage plays an important role in traditional handicraft villages in Quang Tri, clearly demonstrating through training for next generations; supporting local produce, human resource as well as career orientation. These relationships are kept with conventions of villages and family; and families become the connections that perform the traditional rules of family from generation to generation. Considering the roles of parentage in promoting traditional handicraft villages in Quang Tri in accordance with the development of the villages is necessary for the government to plan a policy that can increase the development of such villages in the future.

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Xia, Jiangbao, Shuyong Zhang, Tian Li, Xia Liu, Ronghua Zhang e Guangcan Zhang. "Effect of Continuous Cropping Generations on Each Component Biomass of Poplar Seedlings during Different Growth Periods". Scientific World Journal 2014 (2014): 1–9. http://dx.doi.org/10.1155/2014/618421.

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In order to investigate the change rules and response characteristics of growth status on each component of poplar seedling followed by continuous cropping generations and growth period, we clear the biomass distribution pattern of poplar seedling, adapt continuous cropping, and provide theoretical foundation and technical reference on cultivation management of poplar seedling, the first generation, second generation, and third generation continuous cropping poplar seedlings were taken as study objects, and the whole poplar seedling was harvested to measure and analyze the change of each component biomass on different growth period poplar leaves, newly emerging branches, trunks and root system, and so forth. The results showed that the whole biomass of poplar seedling decreased significantly with the leaf area and its ratio increased, and the growth was inhibited obviously. The biomass aboveground was more than that underground. The ratios of leaf biomass and newly emerging branches biomass of first continuous cropping poplar seedling were relatively high. With the continuous cropping generations and growth cycle increasing, poplar seedling had a growth strategy to improve the ratio of root-shoot and root-leaf to adapt the limited soil nutrient of continuous cropping.

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Zgółkowa, Halina, e Izabela Matuszewska. "Będę singielką jak moja mama, czyli o cywilizacyjnych zmianach w języku dzieci w wieku przedszkolnym". Język a Kultura 26 (22 de fevereiro de 2017): 259–65. http://dx.doi.org/10.19195/1232-9657.26.21.

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„I will be a single-woman like my Mummy”, or about civilization changes in language using by pre-school childrenThe main aim of this paper is to show how two immediately successive generations of pre-school children own — thanks to language — the rules of participation in social life and knowledge of the surrounding world. These two generations were the ones, who in the years 1980–83 were at a pre-school age and are now parents of children of the same age in 2010–2013. The analysis of the lexical score and language consciousness conducted from a thirty years’ perspective gave unexpected results which suggest the need to revise Baudouin de Courtenay’s thesis, according to which children’s language is a kind of projection of adult users language representing the next generation. Made confrontations done show how many new words which were not used by the previous generation, i.e. parents appear in the lexical score and in consciousness of today pre-schools.

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Matrenin, Pavel, Vadim Manusov e Dmitry Antonenkov. "Control of Power Prosumer Based on Swarm Intelligence Algorithms". E3S Web of Conferences 209 (2020): 02020. http://dx.doi.org/10.1051/e3sconf/202020902020.

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The development of renewable energy and Smart Grid leads to the emergence of prosumers or power generating consumers, which are involved in the processes of bidirectional exchange of electricity and information. The work is devoted to the problem of optimal control of a power generating consumer in Smart Grid. The distinctive research features are the solution of the optimal control problem in conditions of difficult prediction of wind power plant generation, the usage of Swarm Intelligence algorithms to build a system of control rules, and the study of the obtained models on data from two different generating consumers: one on about Russky Island, the second on Popov Island (Far East). We selected a list of priority rules as a decision-making model and applied Particle Swarm Optimization, Bees Algorithm, and Firefly Optimization to build and optimize this model. The computer modeling with the usage of two mounts dataset showed that the proposed approach could significantly increase the revenue of the generating consumers considered.

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Baldwin, J. F., J. Lawry e T. P. Martin. "The Application of Generalised Fuzzy Rules to Machine Learning and Automated Knowledge Discovery". International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 06, n.º 05 (outubro de 1998): 459–87. http://dx.doi.org/10.1142/s0218488598000367.

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Notions of generalised fuzzy conditional and equivalence rules relative to a combination function are introduced and a framework for reasoning with such rules is described. The applicability of this framework to machine learning and knowledge discovery problems is demonstrated. Methods for the automatic generation of two particular types of generalised rule are proposed. The two rule forms considered are rules with weighted AND/OR combination functions, as suggested by Zimmerman and Zysno, and evidential logic equivalence rules as defined by Baldwin. The process of generating rule bases is divided into the problem of generating fuzzy sets from data and that of finding combination functions to optimise the performance of the system given these fuzzy sets. For the former problem a mass assignment based approach is adopted and for the latter semantic discrimination analysis is used in conjunction with customised optimisation algorithms. The potential of rule bases of both forms is illustrated by their application to a number of model and real world machine learning problems.

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Brand, Sebastian, e Eric Monfroy. "Deductive Generation of Constraint Propagation Rules". Electronic Notes in Theoretical Computer Science 86, n.º 2 (setembro de 2003): 45–60. http://dx.doi.org/10.1016/s1571-0661(04)80675-3.

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Nogueira, T. M., e H. de Arruda Camargo. "Fuzzy Rules Generation using Conditional Clustering". IEEE Latin America Transactions 7, n.º 4 (agosto de 2009): 463–71. http://dx.doi.org/10.1109/tla.2009.5349046.

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Gur, Eran, David Mendlovic e Zeev Zalevsky. "Optical generation of fuzzy-based rules". Applied Optics 41, n.º 23 (10 de agosto de 2002): 4753. http://dx.doi.org/10.1364/ao.41.004753.

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