Academic literature on the topic 'Heuristic analyzer'

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Journal articles on the topic "Heuristic analyzer"

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Hrihorenko, I., S. Hrihorenko, and E. Bezborodyi. "Use of the Fuzzy-Logic for Control of Accuracy and Increase of Production Quality." Metrology and instruments, no. 3 (March 7, 2018): 52–57. http://dx.doi.org/10.33955/2307-2180(3)2018.52-57.

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The paper deals with the solution of the scientific and practical task of controlling the accuracy of the parameters of the process of making kefir and improving its quality by creating a heuristic analyzer based on the user interface of the fuzzy logic system.
 The factors influencing the accuracy of the operation of the digital meter are analyzed, the possibility of using the fuzzy logic apparatus has been proved to determine the parameters of the technological process that ensure the maximum quality of the product. Computer simulation was carried out, which confirmed that the creation
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CORBETT, DAN. "HYBRID HEURISTIC SEMANTIC NETWORKS IN NATURAL LANGUAGE UNDERSTANDING." International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 03, no. 04 (1995): 389–400. http://dx.doi.org/10.1142/s0218488595000190.

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It has never been demonstrated that a pure semantic analysts of an English sentence can be accomplished without any aid from a syntactic analyzer. It has therefore become interesting to demonstrate semantic systems which can be guided by fast and efficient syntactic methods. We show that non-probabilistic, abductive techniques can be used in a hybrid network to correctly interpret the meaning of an English sentence. We discuss the implementation of an abductive system which uses heuristics working together with a semantic network in an attempt to eliminate uncertainty and ambiguity in natural
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Salunke, Anushree B., Eisha Saini, Sanskruti Shinde, Pooja Tumma, and Suchita Suresh Dange. "NewsIN: A News Summarizer and Analyzer." International Journal for Research in Applied Science and Engineering Technology 10, no. 12 (2022): 695–706. http://dx.doi.org/10.22214/ijraset.2022.47997.

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Abstract: A summary condenses a lengthy document by highlighting salient features. It helps the reader to understand completely just by reading a summary so that the reader can save time and also can decide whether to go through the entire document. Summaries should be shorter than the original article so make sure to select only pertinent information to include the article. The main goal of a newspaper article summary is, the readers to walk away with knowledge on what the newspaper article is all about without the need to read the entire article. This work proposes a news article summarizati
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Arumuga Maria Devi, T., and P. Darwin. "Performance Metrics on Hyperspectral Images in Fuzzy Contextual Convolutional Neural Network for Food Quality Analyzer." International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 30, no. 03 (2022): 337–56. http://dx.doi.org/10.1142/s0218488522400104.

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The quality of food and the safety of consumer is one of the major essential things in our day-to-day life. To ensure the quality of foods through their various attributes, different types of methods have been introduced. In this proposed method, three underlying blocks namely Hyperspectral Food Image Context Extractor (HFICE), Hyperspectral Context Fuzzy Classifier (HCFC) and Convolutional Neural Network (CNN) for Food Quality Analyzer (CFQA). Hyperspectral Food Image Context Extractor module is used as the preprocess to get food attributes such as texture, color, size, shape and molecular pa
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Arumuga Maria Devi, T., and P. Darwin. "Performance Metrics on Hyperspectral Images in Fuzzy Contextual Convolutional Neural Network for Food Quality Analyzer." International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 31, no. 04 (2023): 691–710. http://dx.doi.org/10.1142/s0218488523500320.

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The quality of food and the safety of consumer is one of the major essential things in our day-to-day life. To ensure the quality of foods through their various attributes, different types of methods have been introduced. In this proposed method, three underlying blocks namely Hyperspectral Food Image Context Extractor (HFICE), Hyperspectral Context Fuzzy Classifier (HCFC) and CNN for Food Quality Analyzer (CFQA). Hyperspectral Food Image Context Extractor module is used as the preprocess to get food attributes such as texture, color, size, shape and molecular particulars. Hyperspectral Contex
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Deliismail, Ozgun, Basak Tuncer, and Alperen Guler. "Imcube: A static particle size analyzer for all shape types via advanced vision tools and integrated machinery." European Journal of Research and Development 3, no. 4 (2023): 414–23. http://dx.doi.org/10.56038/ejrnd.v3i4.340.

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An integrated machinery to perform the analysis of particle size distribution through image processing formulations is presented. The product is comprehensive and flexible to many different industrial needs with a tailored hardware integration and design, which employs a set of sophisticated algorithms for the computational efficiency and accuracy. Compared to the traditional methods, the architecture is superior and provides significant impact as irregular and noncircular particles from a wide dimension spectrum can be analysed instantly, eliminating the need for significant manual effort wit
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Chang, Jin Hee. "A Study on the Use of Anti-Corruption Policy in Behavioral Economics: Focusing on the integrity effort evaluation." Korea Association for Corruption Studies 28, no. 4 (2023): 5–30. http://dx.doi.org/10.52663/kcsr.2023.28.4.5.

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This study is a cursory study to introduce the perspective of behavioral economics in anti-corruption policy studies. The purpose of this study is to analyze the evaluation of anti-corruption policies using the heuristics of behavioral economics as an analysis tool.
 Since AIA is Korea's representative anti-corruption policy that evaluates anti-corruption efforts of 629 institutions, it is necessary to analyze the process and contents that have been reorganized for 20 years since 2002. This study analyzed the evaluation system such as AIA's promotion system, analyzed major heuristics and
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Dharmalingam, Jeya Mala, and M. Eswaran. "An Agent Based Intelligent Dynamic Vulnerability Analysis Framework for Critical SQLIA Attacks." International Journal of Intelligent Information Technologies 14, no. 3 (2018): 56–82. http://dx.doi.org/10.4018/ijiit.2018070104.

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This article describes how software vulnerability analysis and testing for web applications should detect not only the common attacks but also dynamic vulnerability attacks. These are the attacks such as structured query language injection attacks (SQLIAs) which will extract the most crucial user information from the targeted database. In this proposed approach, an intelligent agent namely intelligent vulnerability analyzer agent (IVA) is proposed in which the external attacks due to dynamic user inputs are identified using a heuristic-guided intelligent graph searching and then a pre and post
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Diamond, L. W., G. Priolet, C. Sultan, and D. T. Nguyen. "Expert System Design in Hematology Diagnosis." Methods of Information in Medicine 31, no. 02 (1992): 82–89. http://dx.doi.org/10.1055/s-0038-1634864.

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Abstract:A two-part study was designed to test the hypothesis that sufficient information is available from a modern hematology analyzer (the Coulter STKS) to reach a reliable intermediate conclusion which can be used as input to the next decision-making level in the design of a high-performance expert system for hematology diagnosis. In phase one, we analyzed the performance of three probabilistic systems (using Bayes’ rule) which interpret STKS data: a control system which took the traditional approach of classifying cases into specific diagnoses, and two test systems which were designed to
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Santos, André S., Ana M. Madureira, and Leonilde R. Varela. "A Self-Parametrization Framework for Meta-Heuristics." Mathematics 10, no. 3 (2022): 475. http://dx.doi.org/10.3390/math10030475.

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Even while the scientific community has shown great interest in the analysis of meta-heuristics, the analysis of their parameterization has received little attention. It is the parameterization that will adapt a meta-heuristic to a problem, but it is still performed, mostly, empirically. There are multiple parameterization techniques; however, they are time-consuming, requiring considerable computational effort and they do not take advantage of the meta-heuristics that they parameterize. In order to approach the parameterization of meta-heuristics, in this paper, a self-parameterization framew
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Dissertations / Theses on the topic "Heuristic analyzer"

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Semyonov, S. G., Svitlana Gavrylenko, and Viktor Chelak. "Processing information on the state of a computer system using probabilistic automata." Thesis, Institute of Electrical and Electronics Engineers, 2017. http://repository.kpi.kharkov.ua/handle/KhPI-Press/40752.

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The paper deals with the processing of information about the state of a computer system using a probabilistic automaton. A model of an intelligent system for detection and classification of malicious software is proposed, which compares a set of features that are characteristic for different classes of viruses with multiple states of the machine. The analysis process is reduced to modeling the operation of the automaton taking into account the probability of transition from state to state, which at each step is recalculated depending on the reaction of the environment. The received results of
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Goyal, Devendra. "Five new systems heuristics to analyze small group teamwork." Thesis, Massachusetts Institute of Technology, 2016. http://hdl.handle.net/1721.1/106248.

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Thesis: S.M. in Engineering and Management, Massachusetts Institute of Technology, School of Engineering, System Design and Management Program, Engineering and Management Program, 2016.<br>Cataloged from PDF version of thesis.<br>Includes bibliographical references (pages 69-72).<br>Small groups are the most common of all organizations. In this thesis we apply a systems architecture approach to small group teamwork in order to study small groups. We propose five new systems heuristics and use these heuristics as lenses to view small groups. We make use of concepts from systems and complexity t
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Balakrishnan, Anantaram, Thomas L. Magnanti, and Prakash Mirchandani. "Heuristics, LPs, and Trees on Trees: Network Design Analyses." Massachusetts Institute of Technology, Operations Research Center, 1994. http://hdl.handle.net/1721.1/5277.

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We study a class of models, known as overlay optimization problems, with a "base" subproblem and an "overlay" subproblem, linked by the requirement that the overlay solution be contained in the base solution. In some telecommunication settings, a feasible base solution is a spanning tree and the overlay solution is an embedded Steiner tree (or an embedded path). For the general overlay optimization problem, we describe a heuristic solution procedure that selects the better of two feasible solutions obtained by independently solving the base and overlay subproblems, and establish worst-case per
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Watson, Jebulan Ryan. "Finding a representative day for simulation analyses." Thesis, Atlanta, Ga. : Georgia Institute of Technology, 2009. http://hdl.handle.net/1853/31762.

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Thesis (M. S.)--Aerospace Engineering, Georgia Institute of Technology, 2010.<br>Committee Chair: John-Paul Clarke; Committee Member: Ellis Johnson; Committee Member: Eric Feron. Part of the SMARTech Electronic Thesis and Dissertation Collection.
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FILHO, EMILIO ABUD. "APPLICATION OF VARIATIONAL METHODS AND HEURISTIC FORMULATIONS FOR ANALYZES AND NUMERICAL SYNTHESIS OF RECTANGULAR WAVEGUIDE TRANSFORMERS." PONTIFÍCIA UNIVERSIDADE CATÓLICA DO RIO DE JANEIRO, 2010. http://www.maxwell.vrac.puc-rio.br/Busca_etds.php?strSecao=resultado&nrSeq=16456@1.

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PONTIFÍCIA UNIVERSIDADE CATÓLICA DO RIO DE JANEIRO<br>Transformadores de guia de onda são amplamente empregados no projeto de componentes em onda guiada e são encontrados em praticamente todas as cadeias alimentadoras de antenas e demais estruturas de onda guiada na faixa de microondas. Embora a teoria de transformadores seja conhecida, os requisitos de ordem sistêmica têm levado os projetos de transformadores de guia de onda ao seu limite. Para tal nível de exigência, e considerando o número de variáveis no projeto de transformadores, técnicas numéricas de análise (tais como FDTD e expansão m
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Glöckner, Andreas. "Automatische Prozesse bei Entscheidungen : das dominierende Prinzip menschlicher Entscheidungen: Intuition, komplex-rationale Analyse oder Reduktion? /." Hamburg : Kovač, 2006. http://www.verlagdrkovac.de/3-8300-2625-0.htm.

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Ahmadi, Jah Robert Roham, Daniel Chatten, and Ali Hesen Sabah. "Analysera eller gå på magkänsla? : Hur svenska chefer använder analys och intuition i sina beslut under Coronakrisen." Thesis, Linnéuniversitetet, Institutionen för organisation och entreprenörskap (OE), 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-104827.

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En kris såsom Coronapandemin är en extrem situation som skiljer sig från normala förhållanden och kräver att rätt beslut tas. Det sätter press på chefen i en organisation att fatta ett beslut som många gånger är improviserat, dels på grund av tidspress och stress, dels på grund av att varje kris är unik där det är otydligare vad som är rätt och fel beslut. Det beslut som chefen tar under en kris kan många gånger skilja sig från hur beslutet hade tagits under en normal situation. Bör chefen göra mer analyser före beslutet tas eftersom krisen är så pass komplex eller bör chefen i stället förlita
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Rambow, Angela Inge. "Sozialer Wert der Stadtbibliothek Wolgast." Doctoral thesis, Humboldt-Universität zu Berlin, Philosophische Fakultät I, 2006. http://dx.doi.org/10.18452/15525.

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Diese Arbeit verfolgt das Ziel, soziale Wirkungen einer ausgewählten Bibliothek gültig und verlässlich nachzuweisen. Sie beschäftigt sich mit dem vielschichtigen Problem, Tätigkeitszusammenhänge zu untersuchen, die bedeutsame Veränderungen hervorrufen und fragt nach dem Einfluss der Bibliothek in individueller und gesellschaftlicher Hinsicht. Dies steht im Zusammenhang mit der Leistungsbeurteilung einer Bibliothek. Ausgehend von verschiedenen Wirkungsdefinitionen im Kontext ihres theoretischen Hintergrundes (Kapitel eins) werden unterschiedliche Ansätze der Leistungs- und Wirkungsmessung verg
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Rumm, Stefanie [Verfasser], Klaus [Akademischer Betreuer] [Gutachter] Menrad, and Luisa [Gutachter] Menapace. "Verbrauchereinschätzungen zu Biokunststoffen: eine Analyse vor dem Hintergrund des heuristic-systematic model / Stefanie Rumm ; Gutachter: Klaus Menrad, Luisa Menapace ; Betreuer: Klaus Menrad." München : Universitätsbibliothek der TU München, 2016. http://d-nb.info/1125627026/34.

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Kirner, Benedikt. "The ethical focal point of moral symmetry – a heuristic to analyse risk culture and misconduct in banking: Demonstrated on three recent misconduct cases." HHL Leipzig Graduate School of Management, 2020. https://slub.qucosa.de/id/qucosa%3A74391.

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Many recent scandals in banking highlight the importance and challenges of risk governance due to non-financial risk issues such as misconduct and failed risk cultures of financial corporations. The study of risk culture and misconduct in banking requires addressing questions on corporate governance beyond compliance; next to the empirical level, it is important to focus fundamentally on normative aspects, such as ethical norms and values. The heuristic of the ethical focal point of moral symmetry is developed and used to unravel these complex culture and conduct issues on both the normative a
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Books on the topic "Heuristic analyzer"

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Casas, Arturo. Procesos da historiografía literaria galega Para un debate crítico. Fondazione Università Ca’ Foscari, 2021. http://dx.doi.org/10.30687/978-88-6969-530-8.

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Galician literary historiography shows links and ruptures that refer to the cultural history of Galicia itself and to the sequence of historical events that have delineated the social, economic and political development of the country since the nineteenth century. These coordinates comprise a series of processes, including the elaboration and propagation of ideologies aimed at achieving a way out of political subalternity and oriented towards the horizon of national emancipation. Those events and these processes also marked the connection of Galicia with modernity and the dynamics of historica
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Uhl, Leonie. Die Drei Typen der Heuristik Nach Tversky und Kahnemann. eine Analyse. GRIN Verlag GmbH, 2019.

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Rüpke, Jörg. Individualization and Privatization. Edited by Michael Stausberg and Steven Engler. Oxford University Press, 2017. http://dx.doi.org/10.1093/oxfordhb/9780198729570.013.47.

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This chapter discusses the concepts of individualization and privatization as heuristic rather than explanatory tools for an analysis of contemporary and past religion. It takes Thomas Luckmann’s concept of invisible religion as its point of departure and locates ‘privatization’ within the history of sociological theories in the 1960s. ‘Individualization’ is analyzed as a part of sociological rather than historical theorizing about overarching social processes that were thought to be a defining part of ‘modernity.’ A critique of such views as part of auto-stereotypes of Western concepts of mod
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Jue, Melody, and Rafico Ruiz, eds. Saturation. Duke University Press, 2021. http://dx.doi.org/10.1215/9781478013044.

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Bringing together media studies and environmental humanities, the contributors to Saturation develop saturation as a heuristic to analyze phenomena in which the elements involved are difficult or impossible to separate. In ordinary language, saturation describes the condition of being thoroughly soaked, while in chemistry it is the threshold at which something can be maximally dissolved or absorbed in a solution. Contributors to this collection expand notions of saturation beyond water to consider saturation in sound, infrastructure, media, Big Data, capitalism, and visual culture. Essays incl
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Prior, Helen M. Shape as understood by performing musicians. Oxford University Press, 2017. http://dx.doi.org/10.1093/oso/9780199351411.003.0014.

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Recent studies of musicians’ use of the concept of shape have examined its multimodal characteristics and expression; its link with musical identity; and its function as one of many heuristics for achieving a particular effect rapidly and without cumbersome amounts of conscious thought. This chapter analyses interview data, leading to the construction of a model encompassing the levels at which shaping was discussed, triggers for musical shaping, heuristics, technical modifications, and the resulting change in sound. An overview of the data is provided through an explanation of each component,
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Adler, Mark. Universality. Edited by Gernot Akemann, Jinho Baik, and Philippe Di Francesco. Oxford University Press, 2018. http://dx.doi.org/10.1093/oxfordhb/9780198744191.013.6.

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This article deals with the universality of eigenvalue spacings, one of the basic characteristics of random matrices. It first discusses the heuristic meaning of universality before describing the standard universality classes (sine, Airy, Bessel) and their appearance in unitary, orthogonal, and symplectic ensembles. It then examines unitary matrix ensembles in more detail and shows that universality in these ensembles comes down to the convergence of the properly scaled eigenvalue correlation kernels. It also analyses the Riemann–Hilbert method, along with certain non-standard universality cl
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Konar, Amit, Ajith Abraham, and Swagatam Das. Metaheuristic Clustering. Springer, 2010.

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Boulanger, Christian, Naomi Creutzfeldt, and Jennifer Hendry, eds. Socio-Legal Trajectories Across Europe. Hart Publishing, 2025. https://doi.org/10.5040/9781509982653.

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What are the different institutional, intellectual and biographical trajectories in socio-legal studies, and how can they be compared? This book brings together scholars from across Europe to reflect on the socio-political, legal and academic contexts in which they became the academics they are today. The chapters link individual scholars to the historical and contemporary factors that have shaped or influenced their work and careers – a novel approach that combines scholarly self-reflection with a historical perspective on the development of socio-legal studies between law and the social scie
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Linguistisches Wissen im Wechselspiel von Regel, Inventar und Heuristik: Beim Einsatz digitaler Rechner für die Untersuchung von Texten, insbesondere bei der Analyse deutscher Nominalkomposita. P. Lang, 1989.

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Lamond, Ian R., and Karl Spracklen, eds. Protests as Events. Rowman & Littlefield International, 2014. https://doi.org/10.5040/9798881813185.

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Can activism be considered a leisure activity? Can the Occupy movement, local campaigns for change and lone acts of personal resistance be understood as events? Within the field of Events Management the content of events is generally analyzed within three categories—culture, sport or business. Such a typology can be helpful as a heuristic for interpretation and analysis within a commercial paradigm. However, this framework overlooks and depoliticizes a significant variety of events, those more accurately construed as protest. Protests as Events is the first book to explore activism as a leisur
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Book chapters on the topic "Heuristic analyzer"

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Yatskan, Roy, Ilia Shevrin, and Shahar Maoz. "Performance Heuristics for GR(1) Realizability Checking and Related Analyses." In Lecture Notes in Computer Science. Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-031-90643-5_3.

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Abstract Reactive synthesis is an automated process for deriving correct-by-construction reactive systems from temporal specifications. GR(1), in particular, is a popular LTL fragment that balances efficient synthesis complexity and expressiveness. In this paper, we present a set of novel heuristics to further improve the performance of GR(1) realizability checking and related algorithms, motivated by several observations. These heuristics include (1) discarding intermediate memory not required for many GR(1) algorithms, (2) setting good initial orders of variables and justice constraints, (3)
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Sehmer, Julian. "Konstruktion." In Kasseler Edition Soziale Arbeit. Springer Fachmedien Wiesbaden, 2025. https://doi.org/10.1007/978-3-658-46699-2_8.

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Zusammenfassung Im Kapitel „Konstruktion“ werden die im vorangegangenen Kapitel identifizierten Analyseeinstellungen aus den untersuchten Forschungsprogrammen in eine stringente forschungsmethodologische Heuristik überführt. Die „Dekonstruktion“ im vorangegangenen Kapitel versprach hier lediglich über die Analyse der Programme Fluchtlinien zur Untersuchung von Bezugnahmen und sozialen Normen zu identifizieren, erreichte aber durch die unterschiedlichen forschungsmethodologischen und theoretischen Grundlagen noch keine Passung, die diese einer empirischen Analyse zuführen könnte. Über die Konst
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Auer-Voigtländer, Katharina. "Heuristik zur Analyse biographischer Erfahrungen und Subjektpositionierungen fluchtmigrierter Menschen." In Das Ankommen und Positionieren in Fluchtmigrationsprozessen. Springer Fachmedien Wiesbaden, 2024. http://dx.doi.org/10.1007/978-3-658-45222-3_2.

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Som, Trina, and Vishal Rajak. "Comparison of Heuristic Approach in Renewable Power Optimization and Environmental Analyses." In Lecture Notes in Electrical Engineering. Springer Singapore, 2019. http://dx.doi.org/10.1007/978-981-13-6772-4_18.

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Sasis, Suchetan, Sachin Kumar, and R. K. Saket. "Design and Economic Analyses of Wind Farm Using Meta-heuristic Techniques." In Lecture Notes in Mechanical Engineering. Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-030-93639-6_33.

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Kessai, I., M. Z. Doghmane, and S. Benammar. "Weight-On-Bit Variations Analyses in the Drillstring of Rotary Drilling Systems Under Stick-Slip Vibrations." In Artificial Intelligence and Heuristics for Smart Energy Efficiency in Smart Cities. Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-92038-8_72.

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Monat, Raphaël, Abdelraouf Ouadjaout, and Antoine Miné. "Mopsa-C with Trace Partitioning and Autosuggestions (Competition Contribution)." In Lecture Notes in Computer Science. Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-031-90660-2_17.

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Abstract We present advances we brought to Mopsa for SV-Comp 2025. Most notably, Mopsa now supports bounded trace partitioning, constant widening with thresholds, and can check that all memory has been correctly deallocated. Further, Mopsa now integrates a sound support of bitfields. While Mopsa at SV-Comp previously relied on a fixed, homogeneous set of configurations to verify tasks, it can now automatically leverage semantic information from a previous analysis to trigger heuristic precision improvements in further analyses. With these improvements, Mopsa wins a silver medal in the Software
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Dacík, Tomáš, and Tomáš Vojnar. "RacerF: Data Race Detection with Frama-C (Competition Contribution)." In Lecture Notes in Computer Science. Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-031-90660-2_20.

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Abstract RacerF is a static analyser for detection of data races in multithreaded C programs implemented as a plugin of the Frama-C platform. The approach behind RacerF is mostly heuristic and relies on analysis of the sequential behaviour of particular threads whose results are generalised using a combination of under- and over-approximating techniques to allow analysis of the multithreading behaviour. In particular, in SV-COMP’25, RacerF relies on the Frama-C’s abstract interpreter EVA to perform the analysis of the sequential behaviour. Although RacerF does not provide any formal guarantees
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Chen, Ying, Xiaojun Jing, and Hai Huang. "Analyses of the Interference Mitigation in Ad Hoc Network by Using a Heuristic Scheme." In Self-Organizing Networks. Springer International Publishing, 2015. http://dx.doi.org/10.1007/978-3-319-19746-3_5.

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Vogler, Anna-Marietha, Esther Henschen, and Martina Teschner. "Collective Problem Solving in Peer Interactions in Block Play Situations in Kindergarten." In Teaching Mathematics as to be Meaningful – Foregrounding Play and Children’s Perspectives. Springer International Publishing, 2023. http://dx.doi.org/10.1007/978-3-031-37663-4_7.

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AbstractPlay is often described as the foundation of early mathematical learning processes. Helenius and colleagues state in this context that not only mathematical content is negotiated and learned in play, but those play situations also enable the emergence of process-related mathematical competencies, such as problem solving. The article focuses on such problem-solving processes. Comparative analyses show how construction problems in peer situations in free play situations can function as a catalyst for discursive mathematical learning processes in block play situations in kindergarten. Thu
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Conference papers on the topic "Heuristic analyzer"

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Liang, Jia, Hari Govind, Pascal Poupart, Krzysztof Czarnecki, and Vijay Ganesh. "An Empirical Study of Branching Heuristics through the Lens of Global Learning Rate." In Twenty-Seventh International Joint Conference on Artificial Intelligence {IJCAI-18}. International Joint Conferences on Artificial Intelligence Organization, 2018. http://dx.doi.org/10.24963/ijcai.2018/745.

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In this paper, we analyze a suite of 7 well-known branching heuristics proposed by the SAT community and show that the better heuristics tend to generate more learnt clauses per decision, a metric we define as the global learning rate (GLR). We propose GLR as a metric for the branching heuristic to optimize. We test our hypothesis by developing a new branching heuristic that maximizes GLR greedily. We show empirically that this heuristic achieves very high GLR and interestingly very low literal block distance (LBD) over the learnt clauses. In our experiments this greedy branching heuristic ena
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Koriche, Frederic, Christophe Lecoutre, Anastasia Paparrizou, and Hugues Wattez. "Best Heuristic Identification for Constraint Satisfaction." In Thirty-First International Joint Conference on Artificial Intelligence {IJCAI-22}. International Joint Conferences on Artificial Intelligence Organization, 2022. http://dx.doi.org/10.24963/ijcai.2022/258.

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In constraint satisfaction problems, the variable ordering heuristic takes a central place by selecting the variables to branch on during backtrack search. As many hand-crafted branching heuristics have been proposed in the literature, a key issue is to identify, from a pool of candidate heuristics, which one is the best for solving a given constraint satisfaction task. Based on the observation that modern constraint solvers are using restart sequences, the best heuristic identification problem can be cast in the context of multi-armed bandits as a non-stochastic best arm identification proble
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Pommerening, Florian, Gabriele Röger, Malte Helmert, Hadrien Cambazad, Louis-Martin Rousseau, and Domenico Salvagnin. "Lagrangian Decomposition for Classical Planning (Extended Abstract)." In Twenty-Ninth International Joint Conference on Artificial Intelligence and Seventeenth Pacific Rim International Conference on Artificial Intelligence {IJCAI-PRICAI-20}. International Joint Conferences on Artificial Intelligence Organization, 2020. http://dx.doi.org/10.24963/ijcai.2020/663.

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Optimal cost partitioning of classical planning heuristics has been shown to lead to excellent heuristic values but is often prohibitively expensive to compute. We analyze the application of Lagrangian decomposition, a classical tool in mathematical programming, to cost partitioning of operator-counting heuristics. This allows us to view the computation as an iterative process that can be seeded with any cost partitioning and that improves over time. In the case of non-negative cost partitioning of abstraction heuristics the computation reduces to independent shortest path problems and does no
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Li, Ya-zhou, Jin Wang, Li-qin Hu, and Yi-can Wu. "A Variable Ordering Heuristic Based on Zero-Suppressed Binary Decision Diagrams." In 18th International Conference on Nuclear Engineering. ASMEDC, 2010. http://dx.doi.org/10.1115/icone18-30070.

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Two approaches have been proposed to solve the large-scale fault trees or event trees for Probabilistic Safety Assessment in a nuclear power plant. The first one consists in MCS/ZBDD, which uses ZBDDs (Zero-suppressed Binary Decision Diagrams) to implement classical MCS (Minimal Cut Sets) algorithm. The second consists in designing heuristics and strategies to reduce the complexity of the BDDs (Binary Decision Diagrams) construction. This paper was motivated to combine the MCS/ZBDD and designing heuristics for ZBDDs together. A heuristic, which took the failure rate of basic event into account
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Fillingim, Kenton B., Richard Ossie Nwaeri, Felipe Borja, Katherine Fu, and Christiaan J. J. Paredis. "Design Heuristics: Analysis and Synthesis From Jet Propulsion Laboratory’s Architecture Team." In ASME 2018 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical Engineers, 2018. http://dx.doi.org/10.1115/detc2018-85584.

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This study offers insight into the processes of expert designers at the Jet Propulsion Laboratory (JPL) and how they make use of heuristics in the design process. A methodology for the extraction, classification, and characterization of heuristics is presented. Ten expert participants were interviewed to identify design heuristics used during early stage space mission design at JPL. In total, 101 heuristics were obtained, classified, and characterized. Through the use of postinterview surveys, participants characterized heuristics based on attributes including source/origin, applicability base
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Cao, Pei, Zhaoyan Fan, Robert Gao, and Jiong Tang. "A Manufacturing Oriented Single Point Search Hyper-Heuristic Scheme for Multi-Objective Optimization." In ASME 2017 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical Engineers, 2017. http://dx.doi.org/10.1115/detc2017-68265.

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Multi-objective optimization problems are frequently encountered in engineering analyses. Optimization techniques in practical applications are devised and evaluated mostly for specific problems, and thus may not be generally applicable when applications vary. In this study we formulate a probability matching based hyper-heuristic scheme, then propose four low-level heuristics which can work coherently with the single point search algorithm MOSA/R (Multi-Objective Simulated Annealing Algorithm based on Re-pick) towards multi-objective optimization problems of various properties, namely DTLZ an
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Baker, Feyaz, Arunava Mukhoti, and B. R. Chandavarkar. "An Analysis of Heuristics for a Mathematically Incomplete Variant of TicTacToe." In International Conference on Women Researchers in Electronics and Computing. AIJR Publisher, 2021. http://dx.doi.org/10.21467/proceedings.114.57.

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We attempt to produce a game-winning heuristic for the mathematically incomplete game Ultimate Tic Tac Toe (UTT). There are several game AI that use Monte Carlo Tree Search to decide moves, however, heuristics offer a faster and computationally cheaper alternative. The mathematical analysis of UTT has not been actively pursued, so we attempt to prove a posteriori. We have decided on a few strategies for playing, and assign different strategies to each player. We play several automated games of UTT, and statistically analyse which games end quickest, and use that data to find optimal strategies
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Gulbrandsen, Karen. "Kairos as a Heuristic to Analyze Context of Use." In 2022 IEEE International Professional Communication Conference (ProComm). IEEE, 2022. http://dx.doi.org/10.1109/procomm53155.2022.00060.

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Pereira, Felipe de C., Pedro J. de Rezende, and Cid C. de Souza. "A Computational Study of the Perfect Awareness Problem." In Concurso de Teses e Dissertações. Sociedade Brasileira de Computação - SBC, 2022. http://dx.doi.org/10.5753/ctd.2022.222955.

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The Perfect Awareness Problem (PAP) is a combinatorial optimization problem that models the spreading of information in social networks. The objective is to find a smallest subset of individuals that are able to start a viral propagation whereby a given news reaches everyone on a network, under certain dissemination restrictions. Considering that PAP is NP-hard, we present four novel heuristics based on the metaheuristic GRASP and show that the best one of our methods outperforms the only previously known heuristic designed for the problem. Our contributions also include: (i) a new publicly av
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Eftimov, Tome, and Peter Korošec. "Statistical analyses for meta-heuristic stochastic optimization algorithms." In GECCO '20: Genetic and Evolutionary Computation Conference. ACM, 2020. http://dx.doi.org/10.1145/3377929.3389881.

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Reports on the topic "Heuristic analyzer"

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Alexander, Karin, Ludovico Alcorta, Cecília Robertson dos Santos, Cathy Shutt, and Alex Shankland. Succeeding in the Snakes and Ladders Game of Development in Mozambique: The Role of Collaborative Approaches. Institute of Development Studies, 2025. https://doi.org/10.19088/ids.2025.045.

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The existing wisdom on efforts to promote accountability highlights the importance of ‘thinking and working politically’ (TWP) and moving from confrontational to collaborative approaches. This is particularly relevant given current trends, including closing civic space and the decline in international development cooperation funding for service delivery and accountability work. This report explores the innovative use of the board game Snakes and Ladders as a heuristic tool to analyse and encourage collaboration in Mozambique’s health sector. Drawing on the POTENCIAR programme, a UK aid-funded
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Bernal, Pedro, Giuliana Daga, and Florencia Lopez Boo. Do Behavioral Drivers Matter for Healthcare Decision-making in Times of Crisis?: A study of Low-Income Women in El Salvador During the COVID-19 Pandemic. Inter-American Development Bank, 2023. http://dx.doi.org/10.18235/0005094.

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Understanding health-seeking behaviors and their drivers is key for governments to manage health policies. There is a growing literature on the role of cognitive biases and heuristics in health and care-seeking behaviors, but little is known of how they might be influenced during a context of heightened anxiety and uncertainty. This study analyzes the relationship between four behavioral predictors the internal locus of control, impatience, optimism bias, and aspirations and healthcare decisions among low-income women in El Salvador. We find positive associations between internal locus of cont
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Raychev, Nikolay. Can human thoughts be encoded, decoded and manipulated to achieve symbiosis of the brain and the machine. Web of Open Science, 2020. http://dx.doi.org/10.37686/nsrl.v1i2.76.

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This article discusses the current state of neurointerface technologies, not limited to deep electrode approaches. There are new heuristic ideas for creating a fast and broadband channel from the brain to artificial intelligence. One of the ideas is not to decipher the natural codes of nerve cells, but to create conditions for the development of a new language for communication between the human brain and artificial intelligence tools. Theoretically, this is possible if the brain "feels" that by changing the activity of nerve cells that communicate with the computer, it is possible to "achieve
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Engel, Bernard, Yael Edan, James Simon, Hanoch Pasternak, and Shimon Edelman. Neural Networks for Quality Sorting of Agricultural Produce. United States Department of Agriculture, 1996. http://dx.doi.org/10.32747/1996.7613033.bard.

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The objectives of this project were to develop procedures and models, based on neural networks, for quality sorting of agricultural produce. Two research teams, one in Purdue University and the other in Israel, coordinated their research efforts on different aspects of each objective utilizing both melons and tomatoes as case studies. At Purdue: An expert system was developed to measure variances in human grading. Data were acquired from eight sensors: vision, two firmness sensors (destructive and nondestructive), chlorophyll from fluorescence, color sensor, electronic sniffer for odor detecti
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