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Journal articles on the topic 'Semantic Nets'

Author: Grafiati

Published: 3 June 2025

Last updated: 31 July 2025

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1

Rada, Roy, Paul E. S. Dunne, and Judith Barlow. "Expertext: From semantic nets to logic Petri nets." Expert Systems with Applications 1, no. 1 (1990): 51–62. http://dx.doi.org/10.1016/0957-4174(90)90068-6.

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2

Ma, Zongmin, Haitao Cheng, and Li Yan. "Automatic Construction of OWL Ontologies From Petri Nets." International Journal on Semantic Web and Information Systems 15, no. 1 (2019): 21–51. http://dx.doi.org/10.4018/ijswis.2019010102.

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Ontology, as a formal representation method of domain knowledge, plays a particular important key role in semantic web. How to construct ontologies has become a key technology in the semantic web, especially constructing ontologies from existing domain knowledge. Currently, Petri nets have been a mathematical modeling tool, and have been widely studied and successfully applied in modeling of software engineering, database and artificial intelligence. In particular, PNML (Petri Net Markup Language) language has been a part of ISO/IEC Petri nets standard for representing and exchanging data on P

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3

Gasevic, Dragan. "Petri nets on the semantic web guidelines and infrastructure." Computer Science and Information Systems 1, no. 2 (2004): 127–51. http://dx.doi.org/10.2298/csis0402127g.

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This paper gives the Petri net ontology as the most important element in providing Petri net support for the Semantic Web. Available Petri net formal descriptions are: metamodels, UML profiles, ontologies and syntax. Metamodels are useful, but their main purpose is for Petri net tools. Although the current Petri-net community effort Petri Net Markup Language (PNML) is XML-based, it lacks a precise definition of semantics. Existing Petri net ontologies are partial solutions specialized for a specific problem. In order to show current Petri net model sharing features we use P3 tool that uses PNM

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Mili, Hafedh, and Roy Rada. "Medical expertext as regularity in semantic nets." Artificial Intelligence in Medicine 2, no. 4 (1990): 217–29. http://dx.doi.org/10.1016/0933-3657(90)90060-5.

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5

Bic, Lubomir. "Processing of semantic nets on dataflow architectures." Artificial Intelligence 27, no. 2 (1985): 219–27. http://dx.doi.org/10.1016/0004-3702(85)90054-2.

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6

KOBIASHVILI, Ana, Davit CHIKOVANI, Medhat Medany MOUSA, and Cabir ERGÜVEN. "Pecularities of Semantic Nets in Control Systems." Journal of Technical Science and Technologies 4, no. 1 (2015): 37–40. http://dx.doi.org/10.31578/jtst.v4i1.73.

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This paper describes the main functions of control systems of complex technological objects in the operating mode. The method of representationof information in complex objects by means of semantic nets is offered which forms a knowledge representation model of the principalcomponents of control systems. The range of tasks requiring to be solved during the design process of control systems is analyzed. The formalismof knowledge representation is determined and procedures and communicational means of deductive inference in this formalism areworked out. A decision-making algorithm of deductive i

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Andrzejewski, Grzegorz. "SEMANTIC INTEGRITY OF FLAT AND HIERARCHICAL PETRI NETS." IFAC Proceedings Volumes 39, no. 17 (2006): 233–36. http://dx.doi.org/10.3182/20060926-3-pl-4904.00039.

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Ankenbrandt, C. A., B. P. Buckles, and F. E. Petry. "Scene recognition using genetic algorithms with semantic nets." Pattern Recognition Letters 11, no. 4 (1990): 285–93. http://dx.doi.org/10.1016/0167-8655(90)90067-c.

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9

Baresi, Luciano, and Mauro Pezzè. "Petri Nets as Semantic Domain for Diagram Notations." Electronic Notes in Theoretical Computer Science 127, no. 2 (2005): 29–44. http://dx.doi.org/10.1016/j.entcs.2005.02.004.

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10

Woźnica, Katarzyna, Piotr Wilczyński, and Przemysław Biecek. "SeFNet: Linking tabular datasets with semantic feature nets." Information Fusion 125 (January 2026): 103436. https://doi.org/10.1016/j.inffus.2025.103436.

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Châtel, Pierre, Isis Truck, and Jacques Malenfant. "LCP-Nets: A Linguistic Approach for Non-functional Preferences in a Semantic SOA Environment." JUCS - Journal of Universal Computer Science 16, no. (1) (2010): 198–217. https://doi.org/10.3217/jucs-016-01-0198.

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This paper addresses the problem of expressing preferences among nonfunctional properties of services in a Web service architecture. In such a context, semantic and non-functional annotations are required on service declarations and business process calls to services in order to select the best available service for each invocation. To cope with these multi-criteria decision problems, conditional and unconditional preferences are managed using a new variant of conditional preference networks (CPnets), taking into account uncertainty related to the preferences to achieve a better satisfaction r

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Li, Y., D. McLean, Z. A. Bandar, J. D. O'Shea, and K. Crockett. "Sentence similarity based on semantic nets and corpus statistics." IEEE Transactions on Knowledge and Data Engineering 18, no. 8 (2006): 1138–50. http://dx.doi.org/10.1109/tkde.2006.130.

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13

Rada, R., H. Mili, E. Bicknell, and M. Blettner. "Development and application of a metric on semantic nets." IEEE Transactions on Systems, Man, and Cybernetics 19, no. 1 (1989): 17–30. http://dx.doi.org/10.1109/21.24528.

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14

Boufenara, Sabine, Kamel Barkaoui, Faiza Belala, and Hanifa Boucheneb. "Transactional Petri nets: a semantic framework for UML2 activities." International Journal of Critical Computer-Based Systems 5, no. 3/4 (2014): 241. http://dx.doi.org/10.1504/ijccbs.2014.064663.

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15

Hussain, Ajaz, Khalid Latif, Aimal Tariq Rextin, Amir Hayat, and Masoon Alam. "Scalable Visualization of Semantic Nets using Power-Law Graphs." Applied Mathematics & Information Sciences 8, no. 1 (2014): 355–67. http://dx.doi.org/10.12785/amis/080145.

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Zhang, Ying, and Alan K. Mackworth. "Constraint nets: a semantic model for hybrid dynamic systems." Theoretical Computer Science 138, no. 1 (1995): 211–39. http://dx.doi.org/10.1016/0304-3975(94)00149-d.

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Ivutin, A. N., A. G. Troshina, and D. O. Yesikov. "PARALLELIZATION OF ALGORITHMS WITH USE THE SEMANTIC PETRI-MARKOV NETS." Vestnik of Ryazan State Radio Engineering University 58, no. 4 (2016): 49–56. http://dx.doi.org/10.21667/1995-4565-2016-58-4-49-56.

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18

Koseska-Toszewa, Violetta. "About Certain Semantic Annotation in Parallel Corpora." Cognitive Studies | Études cognitives, no. 13 (June 21, 2015): 67–78. http://dx.doi.org/10.11649/cs.2013.004.

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About Certain Semantic Annotation in Parallel CorporaThe semantic notation analyzed in this works is contained in the second stream of semantic theories presented here – in the direct approach semantics. We used this stream in our work on the Bulgarian-Polish Contrastive Grammar. Our semantic notation distinguishes quantificational meanings of names and predicates, and indicates aspectual and temporal meanings of verbs. It relies on logical scope-based quantification and on the contemporary theory of processes, known as “Petri nets”. Thanks to it, we can distinguish precisely between a languag

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19

Bashkin, V. A. "On the Hereditary Properties of Modular Nets." Modeling and Analysis of Information Systems 19, no. 6 (2015): 9–20. http://dx.doi.org/10.18255/1818-1015-2012-6-9-20.

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Hereditary graph properties are those that can be inherited from the graph to all its subgraphs (such as planarity). Modular nets of active resources is a (Petri nets)- powerful formalism with simple modular syntax. Boundedness and liveness are fundamental semantic properties for Petri net models. It is shown that boundedness and liveness, being not hereditary in general, are downward-hereditary (net-to-subnet) and upward-hereditary (subnet-to-net) for the particular types of AR-subnets. It is also shown that boundedness is downward-hereditary and unboundedness is upward-hereditary for arbitra

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20

Pernau, Margrit. "Concepts from the Global South." Contributions to the History of Concepts 19, no. 2 (2024): 1–18. http://dx.doi.org/10.3167/choc.2024.190201.

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Abstract Taking its starting point from Dipesh Chakravarty's Provincializing Europe and in particular European analytical concepts, this article argues that it is time to move beyond the diagnosis of “inadequate, but indispensable.” I discuss three approaches that have been suggested for the development of analytical concepts for global history: the creation of equivalents across languages by the historical subjects; the identification of problems as a starting point to trace the language that has been developed to discuss them; and comparison. I then propose a strategy, based on Rolf Reichard

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21

Finkel, Olivier, and Michał Skrzypczak. "On the Expressive Power of Non-deterministic and Unambiguous Petri Nets over Infinite Words." Fundamenta Informaticae 183, no. 3-4 (2022): 243–91. http://dx.doi.org/10.3233/fi-2021-2088.

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We prove that ω-languages of (non-deterministic) Petri nets and ω-languages of (nondeterministic) Turing machines have the same topological complexity: the Borel and Wadge hierarchies of the class of ω-languages of (non-deterministic) Petri nets are equal to the Borel and Wadge hierarchies of the class of ω-languages of (non-deterministic) Turing machines. We also show that it is highly undecidable to determine the topological complexity of a Petri net ω-language. Moreover, we infer from the proofs of the above results that the equivalence and the inclusion problems for ω-languages of Petri ne

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22

Burns, J. R., W. H. Winstead, and D. A. Haworth. "Semantic nets as paradigms for both causal and judgemental knowledge representation." IEEE Transactions on Systems, Man, and Cybernetics 19, no. 1 (1989): 58–67. http://dx.doi.org/10.1109/21.24531.

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23

Amin, S. Massoud, E. Y. Rodin, A.-P. Liu, K. Rink, and A. Garcia-Ortiz. "Traffic Prediction and Management via RBF Neural Nets and Semantic Control." Computer-Aided Civil and Infrastructure Engineering 13, no. 5 (1998): 315–27. http://dx.doi.org/10.1111/0885-9507.00110.

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24

Tartarotti Nepomuceno Duarte, Kauê, Murilo Costa de Barros, Abhijot Singh Sidhu, et al. "Attention Blocks Improve White Matter Hyperintensity Semantic Segmentation using U-Nets." IEEE Latin America Transactions 23, no. 8 (2025): 646–61. https://doi.org/10.1109/tla.2025.11072499.

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25

Engelhardt, Michael, Arne Hildebrand, Dagmar Lange, and Thomas C. Schmidt. "Semantic overlays in educational content networks – the hylOs approach." Campus-Wide Information Systems 23, no. 4 (2006): 254–67. http://dx.doi.org/10.1108/10650740610704126.

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PurposeThe paper, aims to introduce an educational content management system Hypermedia Learning Objects System (hylOs), which is fully compliant to the IEEE LOM eLearning object metadata standard. Enabled through an advanced authoring toolset, hylOs allows the definition of instructional overlays of a given eLearning object mesh.Design/methodology/approachIn educational content management, simple file distribution is considered insufficient. Instead, IEEE LOM standardised eLearning objects have been well established as the basic building blocks for educational online content. They are nicely

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26

Zinkin, S. A., Mustafa Sadeq Jaafar, and N. S. Karamysheva. "CONCEPTUAL REPRESENTATIONS AND MODIFICATIONS OF PETRI NETS FOR APPLICATIONS IN THE AREA OF SYNTHESIS OF A FUNCTIONAL ARCHITECTURE OF DISTRIBUTED COMPUTATIONAL SYSTEMS WITH VARIABLE STRUCTURE." Proceedings of the Southwest State University 22, no. 6 (2019): 143–67. http://dx.doi.org/10.21869/2223-1560-2018-22-6-143-167.

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Background. The object of the research is the functional architecture of distributed computing systems with a variable (reconfigurable) structure characteristic of hybrid systems of cloud-network (grid) type. Despite the fact that Petri nets have long been studied both theoretically and practically, the methods of their interpretation continue to develop intensively. At present, the problem of embedding Petri nets in the architecture of distributed network applications used to implement global computing in modern mixed cloud, grid and cluster systems has not been sufficiently studied. It is sh

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27

Wiedermann, Jirí. "A High Level Model of a Conscious Embodied Agent." International Journal of Software Science and Computational Intelligence 2, no. 3 (2010): 62–78. http://dx.doi.org/10.4018/jssci.2010070105.

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In this paper, the author describes a simple yet cognitively powerful architecture of an embodied conscious agent. The architecture incorporates a mechanism for mining, representing, processing and exploiting semantic knowledge. This mechanism is based on two complementary internal world models which are built automatically. One model (based on artificial mirror neurons) is used for mining and capturing the syntax of the recognized part of the environment while the second one (based on neural nets) for its semantics. Jointly, the models support algorithmic processes underlying phenomena simila

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Hashmi, Muhammad Ahmad, Muhammad Asim Mahmood, and Muhammad Ilyas Mahmood. "Analysis of Lecxico-Semantic Relations of Punjabi Shahmukhi Nouns: A Corpus Based Study." International Journal of English Linguistics 9, no. 3 (2019): 357. http://dx.doi.org/10.5539/ijel.v9n3p357.

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The current study is an effort in the development of Lecxico-semantic relations among Punjabi Shahmukhi nouns. Semantic relations are those nets, which are found among nouns on the bases of word meanings. Development of semantic nets is taken as a key part while developing WordNet of any language. The WordNet of Punjabi Shahmukhi is not developed yet. The digital exposure and progress of Punjabi Shahmukhi is very slow in comparison to other languages of the world. The present study explores the kind of semantic relations found among the nouns of Punjabi Shahmukhi. WordNet organizes words on th

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Mutarraf, Umair, Kamel Barkaoui, Zhiwu Li, Naiqi Wu, and Ting Qu. "Transformation of Business Process Model and Notation models onto Petri nets and their analysis." Advances in Mechanical Engineering 10, no. 12 (2018): 168781401880817. http://dx.doi.org/10.1177/1687814018808170.

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Business Process Model and Notation is known as a widely used standard for business processes modeling. However, its main drawback is that it lacks formal semantics, leading to some undesirable properties, such as livelocks and deadlocks, such that it creates models with semantic errors. In order to formally verify them, we need to transform it onto a formal language, for example, Petri nets. The approach proposed in this article is an extension of previous approaches stated in the literature by adding probability to gateways and time to transitions. The first aim is to transform the Business

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Leontyev, Denis Vasilevich, Dmitry Ivanovich Kharitonov, and Georgiy Vitalievich Tarasov. "IMPERATIVE PROGRAMS BEHAVIOR SIMULATION IN TERMS OF COMPOSITIONAL PETRI NETS." International Journal of Computer Networks & Communications (IJCNC) 10, no. 1 (2018): 1–11. https://doi.org/10.5281/zenodo.1197008.

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ABSTRACT The article considers a generation mechanism of compositional models simulating imperative programs behavior in terms of Petri nets. The mechanism of program models generation consists of two main stages. At the first stage, the structure of the program is prepared using such program elements like: libraries, functions and links between functions. At the second stage, the content of function bodies is generated on the base of template constructions. In the article some semantic constructions template examples of imperative programming language with their descriptions are given, and a

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31

Deng, Shi Yang, and Yu Yue Du. "An Approach of Web Service Discovery and Composition Based on Logic Petri Nets." Advanced Materials Research 605-607 (December 2012): 2351–57. http://dx.doi.org/10.4028/www.scientific.net/amr.605-607.2351.

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A new model is proposed based on logic Petri nets for web service clusters. The service parameters of a cluster are unified and logical expressions are introduced to represent the indeterminacy of service clusters. A service cluster can be used as an integrated unit and parameter matching can be decided based on semantic similarity and logical inference in a service cluster. Some algorithms of web service discovery and composition are given based on logic Petri nets, and the redundant services are removed from service compositions by a backward method. The availability and efficiency of the pr

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32

Bragagnolo, L., R. V. da Silva, and J. M. V. Grzybowski. "Amazon forest cover change mapping based on semantic segmentation by U-Nets." Ecological Informatics 62 (May 2021): 101279. http://dx.doi.org/10.1016/j.ecoinf.2021.101279.

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33

Cheng, Jiujun, Cong Liu, MengChu Zhou, Qingtian Zeng, and Antti Yla-Jaaski. "Automatic Composition of Semantic Web Services Based on Fuzzy Predicate Petri Nets." IEEE Transactions on Automation Science and Engineering 12, no. 2 (2015): 680–89. http://dx.doi.org/10.1109/tase.2013.2293879.

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34

Borisenko, Tat’yana V. "The Concept of Wife in Russian and English Linguistic Consciousness." Vestnik of Northern (Arctic) Federal University. Series Humanitarian and Social Sciences, no. 6 (December 15, 2020): 39–46. http://dx.doi.org/10.37482/2687-1505-v061.

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This paper aimed to study the content of the concept of wife in Russian and English-speaking linguocultures. The research will broaden the understanding of linguistic consciousness of Russian and English native speakers as well as identify some peculiarities of their world image. It is important to study the national world image today, as it can help to improve mutual understanding between cultures and simplify the assimilation process for those who decide to immigrate for some reason or other. The author utilized the methods of linguocultural and comparative analysis, as well as of associativ

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Zhao, Xiaoli, Guozhong Wang, Jiaqi Zhang, and Xiang Zhang. "Scene Understanding Based on High-Order Potentials and Generative Adversarial Networks." Advances in Multimedia 2018 (August 5, 2018): 1–8. http://dx.doi.org/10.1155/2018/8207201.

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Scene understanding is to predict a class label at each pixel of an image. In this study, we propose a semantic segmentation framework based on classic generative adversarial nets (GAN) to train a fully convolutional semantic segmentation model along with an adversarial network. To improve the consistency of the segmented image, the high-order potentials, instead of unary or pairwise potentials, are adopted. We realize the high-order potentials by substituting adversarial network for CRF model, which can continuously improve the consistency and details of the segmented semantic image until it

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36

Tarasyuk, Igor V. "Stochastic Petri Box Calculus with Discrete Time." Fundamenta Informaticae 76, no. 1-2 (2007): 189–218. https://doi.org/10.3233/fun-2007-761-212.

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In the last decades, a number of stochastic enrichments of process algebras was constructed to allow one for specification of stochastic processes within the well-developed framework of algebraic calculi. In [40], a continuous time stochastic extension of finite Petri box calculus (PBC) was proposed called sPBC. The algebra sPBC has interleaving semantics due to the properties of continuous time distributions. At the same time, PBC has step semantics, and it could be natural to propose its concurrent stochastic enrichment. We construct a discrete time stochastic extension dtsPBC of finite PBC.

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37

Afanasyev, Ihor, and Oleksandr Girenko. "Toolkit of the theory of regular networks in information support for decision-making in the management of production and economic processes." Economic Analysis, no. 34(1) (2024): 8–16. http://dx.doi.org/10.35774/econa2024.01.008.

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Introduction. Timeliness, accuracy, adequacy, in the end - the effectiveness of forecasting the consequences of management decisions regarding modern integrated production based on the production and economic indicators of the enterprise's business processes depends primarily on the level of scientific-methodical and hardware support systems for decision-making. Such support is a complex of methods, approaches and tools of the appropriate toolkit - the operational basis and information database of the system for generating various alternative options for solving the problems of planning the pr

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Yu, Xiaodong, Ta-Wen Kuan, Shih-Pang Tseng, et al. "EnRDeA U-Net Deep Learning of Semantic Segmentation on Intricate Noise Roads." Entropy 25, no. 7 (2023): 1085. http://dx.doi.org/10.3390/e25071085.

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Road segmentation is beneficial to build a vision-controllable mission-oriented self-driving bot, e.g., the Self-Driving Sweeping Bot, or SDSB, for working in restricted areas. Using road segmentation, the bot itself and physical facilities may be protected and the sweeping efficiency of the SDSB promoted. However, roads in the real world are generally exposed to intricate noise conditions as a result of changing weather and climate effects; these include sunshine spots, shadowing caused by trees or physical facilities, traffic obstacles and signs, and cracks or sealing signs resulting from lo

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GEBHARDT, FRIEDRICH. "Survey on structure-based case retrieval." Knowledge Engineering Review 12, no. 01 (1997): 41–58. http://dx.doi.org/10.1017/s0269888997000027.

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The main components of case-based reasoning are case retrieval and case reuse. While case retrieval mostly uses attribute comparisons, many other possibilities exist. The case similarity concepts described in the literature that are based on more elaborate structural properties are classified here into five groups: restricted geometric relationships; graphs; semantic nets; model-based similarities; hierarchically structured similarities. Some general topics conclude this survey on structure-based case retrieval methods and systems.

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Chen, Liang-Chieh, George Papandreou, Iasonas Kokkinos, Kevin Murphy, and Alan L. Yuille. "DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs." IEEE Transactions on Pattern Analysis and Machine Intelligence 40, no. 4 (2018): 834–48. http://dx.doi.org/10.1109/tpami.2017.2699184.

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Lee, Younghoon, and Sungzoon Cho. "Design of Semantic-Based Colorization of Graphical User Interface Through Conditional Generative Adversarial Nets." International Journal of Human–Computer Interaction 36, no. 8 (2019): 699–708. http://dx.doi.org/10.1080/10447318.2019.1680921.

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Mu, Fei, Hongli Chu, Shuaiqi Shi, Minxin Yuan, Qi Liu, and Fuzeng Yang. "Research on the Classification of Complex Wheat Fields Based on Multi-Scale Feature Fusion." Agronomy 12, no. 11 (2022): 2658. http://dx.doi.org/10.3390/agronomy12112658.

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This study uses UAV multi-spectral remote sensing images to carry out ground object classification research in complex wheat field scenes with diverse varieties. Compared with satellite remote sensing, the high spatial resolution remote sensing images obtained by UAVs at low altitudes are rich in detailed information. In addition, different varieties of wheat have different traits, which makes it easy to misclassify categories in the process of semantic segmentation, which reduces the classification accuracy and affects the classification effect of ground object. In order to effectively improv

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Tavana, Madjid. "Knowledge-Based Expert System Development and Validation with Petri Nets." Journal of Information & Knowledge Management 07, no. 01 (2008): 37–46. http://dx.doi.org/10.1142/s0219649208001907.

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Expert systems (ESs) are complex information systems that are expensive to build and difficult to validate. Numerous knowledge representation strategies such as rules, semantic networks, frames, objects and logical expressions are developed to provide high-level abstraction of a system. Rules are the most commonly used form of knowledge representation and they are derived from popular techniques such as decision trees and decision tables. Despite their huge popularity, decision trees and decision tables are static and cannot model the dynamic requirements of a system. In this study, we propose

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44

LIU, Zhili, Jianhua Han, Lanqing Hong, et al. "Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing." Proceedings of the AAAI Conference on Artificial Intelligence 36, no. 2 (2022): 1854–62. http://dx.doi.org/10.1609/aaai.v36i2.20079.

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Self-supervised learning (SSL), especially contrastive methods, has raised attraction recently as it learns effective transferable representations without semantic annotations. A common practice for self-supervised pre-training is to use as much data as possible. For a specific downstream task, however, involving irrelevant data in pre-training may degenerate the downstream performance, observed from our extensive experiments. On the other hand, for existing SSL methods, it is burdensome and infeasible to use different downstream-task-customized datasets in pre-training for different tasks. To

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Schorr, Christian, Payman Goodarzi, Fei Chen, and Tim Dahmen. "Neuroscope: An Explainable AI Toolbox for Semantic Segmentation and Image Classification of Convolutional Neural Nets." Applied Sciences 11, no. 5 (2021): 2199. http://dx.doi.org/10.3390/app11052199.

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Trust in artificial intelligence (AI) predictions is a crucial point for a widespread acceptance of new technologies, especially in sensitive areas like autonomous driving. The need for tools explaining AI for deep learning of images is thus eminent. Our proposed toolbox Neuroscope addresses this demand by offering state-of-the-art visualization algorithms for image classification and newly adapted methods for semantic segmentation of convolutional neural nets (CNNs). With its easy to use graphical user interface (GUI), it provides visualization on all layers of a CNN. Due to its open model-vi

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46

Cha, Miriam, Youngjune L. Gwon, and H. T. Kung. "Adversarial Learning of Semantic Relevance in Text to Image Synthesis." Proceedings of the AAAI Conference on Artificial Intelligence 33 (July 17, 2019): 3272–79. http://dx.doi.org/10.1609/aaai.v33i01.33013272.

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We describe a new approach that improves the training of generative adversarial nets (GANs) for synthesizing diverse images from a text input. Our approach is based on the conditional version of GANs and expands on previous work leveraging an auxiliary task in the discriminator. Our generated images are not limited to certain classes and do not suffer from mode collapse while semantically matching the text input. A key to our training methods is how to form positive and negative training examples with respect to the class label of a given image. Instead of selecting random training examples, w

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Benwell, George L., Peter G. Firns, and Philip J. Sallis. "Deriving Semantic Data Models from Structured Process Descriptions of Reality." Journal of Information Technology 6, no. 1 (1991): 15–25. http://dx.doi.org/10.1177/026839629100600103.

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This paper begins by describing a generally accepted view of the contemporary information systems development process. This process assumes the direct derivation of a prototype from data models which have themselves been derived from a functionally decomposed representation of reality. The data models are constructed using entity-relationship modelling (ERM) and data flow diagram (DFD) techniques. The paper also considers the use of Petri net representations as structured process models of reality. These representations are a means of structuring the functional analysis of observed situations

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Koseska-Toszewa, Violetta. "Wielotomowa gramatyka konfrontatywna języka bułgarskiego i polskiego." Slavia Meridionalis 10 (August 31, 2015): 151–67. http://dx.doi.org/10.11649/sm.2010.012.

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Multi-volume Polish-Bulgarian Confrontative GrammarPolish-Bulgarian Confrontative Grammar (GKBP) is the first and so far the only expanded attempt to make the semantic confrontation with the gradually developed interlanguage. GKBP consists of 9 volumes which were published in 12 volumen. It was decided to arrange the description of Polish-Bulgarian confrontative grammar in the direction from the contents to the form. The semantic interlanguage enabled the emergence of two equivalent grammars: the grammar of the modern Bulgarian language and the grammar of the modern Polish language. The analys

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Volkovynskyi, Oleksandr, and Serhiy Hnatenko. "Use of “Erase” Technique in Young American Poetry of the Early 21st Century: Architectonic and Structural Transformation of the Sonnet Canon." Pitannâ lìteraturoznavstva, no. 107 (June 30, 2023): 30–42. http://dx.doi.org/10.31861/pytlit2023.107.030.

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“Erasure” technique has gained particular popularity in young American poetry of the early 21st century. Its use entails partial deletion or discoloration of the earlier text by a famous writer. Only fragments of the precedent text remain, used to subsequently shape a different architectonic and semantic structure. Shakespeare’s sonnets are an attractive object for “erasure”. They are the primary source for “innovations” by the poet and artist Jen Bervin in her book “Nets” (2003), the title of which is “erased” from the very word “sonnets” – “nets”. From partially discolored but readable Shake

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Ullah, Ikram, and Munam Ali Shah. "SGO: Semantic Group Obfuscation for Location-Based Services in VANETS." Sensors 24, no. 4 (2024): 1145. http://dx.doi.org/10.3390/s24041145.

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Location privacy is an important parameter to be addressed in the case of vehicular ad hoc networks. Each vehicle frequently communicates with location-based services to find the nearest location of interest. The location messages communicated with the location server may contain sensitive information like vehicle identity, location, direction, and other headings. A Location-Based Services (LBS) server is not a trusted entity; it can interact with an adversary, compromising the location information of vehicles on the road and providing a way for an adversary to extract the future location trac

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