Výsledky vyhledávání - PHENOMENA AND PROCESSES::Mathematical Concepts::Algorithms::Artificial Intelligence

Distilling free-form natural laws from experimental data Autor Schmidt, Michael, Lipson, Hod

“…For centuries, scientists have attempted to identify and document analytical laws that underlie physical phenomena in nature…”
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IFCRL: Interval-Intent Fuzzy Concept Re-Cognition Learning Model Autor Ding, Yi, Xu, Weihua, Ding, Weiping, Qian, Yuhua

“…The fuzzy concept serves as a crucial tool for describing phenomena and constitutes the fundamental unit of human cognition…”
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Detecting concept drift in data streams using model explanation Autor Demšar, Jaka, Bosnić, Zoran

“…•A novel concept drift detector for data streams is proposed.•The drift detector can be combined with an arbitrary classification algorithm…”
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A mathematical model of the hidden feedback loop effect in machine learning systems Autor Veprikov, Andrey, Afanasyev, Alexander, Khritankov, Anton

“… of trustworthiness, bias amplification, and violation of AI safety requirements. We introduce a repeated learning process to jointly describe several phenomena attributed…”
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The use of concept maps during knowledge elicitation in ontology development processes – the nutrigenomics use case Autor Castro, Alexander Garcia, Rocca-Serra, Philippe, Stevens, Robert, Taylor, Chris, Nashar, Karim, Ragan, Mark A, Sansone, Susanna-Assunta

“… The involvement of geographically distributed domain experts, the need for domain experts to lead the design process, the application of the ontologies and the life cycles of bio-ontologies…”
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Systematic fluctuation expansion for neural network activity equations Autor Buice, Michael A, Cowan, Jack D, Chow, Carson C

“…Population rate or activity equations are the foundation of a common approach to modeling for neural networks. These equations provide mean field dynamics for…”
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Evaluating a Semiautonomous Brain-Computer Interface Based on Conformal Geometric Algebra and Artificial Vision Autor Ramírez-Moreno, Mauricio Adolfo, Gutiérrez, David

“… In such a system, the user controls a robotic arm through motor imagery commands. In traditional process-control BCI systems, the user has to provide those commands…”
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A new parallel bat colony optimization algorithm and its application for evolving CNN architectures with artificial selection Autor Bansal, Kanishk, Singh, Amar

“… The concept of colonies is introduced in the Bat Algorithm along with phenomena like reproductive crossover and migration…”
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Countering the concept-drift problems in big data by an incrementally optimized stream mining model Autor Yang, Hang, Fong, Simon

“… This phenomenon is so-called the concept-drift problem that exists commonly in the scenario of big data mining…”
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Bioinformatics: the machine learning approach Autor Baldi, Pierre, Brunak, Søren

“…A guide to machine learning approaches and their application to the analysis of biological data…”
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New Algorithms for Constructing Magic Squares with Ancient Chinese Wisdoms Autor Sun, Dee Bruce, Sun, Stephen

“…The construction of magic squares is an ancient mathematical problem with numerous applications in areas such as information transmission in network security…”
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Concept of Linguistic Variable-Based Fuzzy Ensemble Approach: Application to Interlaced HDTV Sequences Autor Gwanggil Jeon, Anisetti, M., Joohyun Lee, Bellandi, V., Damiani, E., Jechang Jeong

“… The fuzzy logic concept for linguistic variables and possibility theory is discussed with regard to knowledge representation and inference procedures…”
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Geometric deep optical sensing Autor Yuan, Shaofan, Ma, Chao, Fetaya, Ethan, Mueller, Thomas, Naveh, Doron, Zhang, Fan, Xia, Fengnian

“… We present the physical, mathematical, and engineering foundations of this concept, with particular emphases on the roles of classical and quantum geometry and deep neural networks…”
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Multi-Scale Patch-Based Image Restoration Autor Papyan, Vardan, Elad, Michael

“…Many image restoration algorithms in recent years are based on patch processing. The core idea is to decompose the target image into fully overlapping patches…”
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The Misbehavior of Reinforcement Learning Autor Mongillo, Gianluigi, Shteingart, Hanan, Loewenstein, Yonatan

“… Theoretical approaches largely rely on concepts and algorithms from reinforcement learning. The dominant view is that organisms maintain a value function, that is, a…”
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Artificial Neural Networks in Biological and Environmental Analysis Autor Hanrahan, Grady

“… physical concepts and to demonstrate complex natural processes…”
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Efficient Planning and Solving Algorithm of S-Shape Acceleration and Deceleration Autor Li, Zhijie, Liu, Zhifeng, Cai, Ligang

“…, which create a more complicated solution process. When analyzing the solution process of the S-shape acceleration and deceleration directly, using a traditional numerical solution method, the phenomenon…”
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From Crispness to Fuzziness: Three Algorithms for Soft Sequential Pattern Mining Autor Fiot, C., Laurent, A., Teisseire, M.

“… Fuzzy algorithms have been proposed to process numerical data using intervals, particularly fuzzy intervals, but none of these methods is satisfactory…”
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DECISION SUPPORT SYSTEMS: MATHEMATICAL SUPPORT Autor Kashkevich, Svitlana, Stanovska, Iraida, Shknai, Oleh, Lytvynenko, Oleksandr, Artamonov, Yevhen, Veretnov, Andrii, Gaman, Oleksandr, Radchenko, Andrii, Neronov, Serhii, Musaiev, Zaur, Sova, Oleg, Nechyporuk, Olena, Nalapko, Oleksii, Buyalo, Oleksiy, Lyashenko, Anna, Matsyi, Olha, Voznytsia, Anastasiia, Krant, Daniil, Radchenko, Kostiantin, Shaposhnikova, Olena, Saienko, Nataliia, Shevchenko, Viktoriia, Holeho, Nataliia, Zaloznyi, Taras, Yaryzhko, Oleksandr, Nosyryeva, Olena, Popova, Anzhela, Pimonov, Ihor, Leinyk, Dmitry

“…The high dynamism of the development of social processes and phenomena determines the formation of a new system of the worldview of mankind, the modification (change…”
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DECISION SUPPORT SYSTEMS: MATHEMATICAL SUPPORT Autor Kashkevich, Svitlana, Stanovska, Iraida, Shknai, Oleh, Lytvynenko, Oleksandr, Artamonov, Yevhen, Veretnov, Andrii, Gaman, Oleksandr, Radchenko, Andrii, Neronov, Serhii, Musaiev, Zaur, Sova, Oleg, Nechyporuk, Olena, Nalapko, Oleksii, Buyalo, Oleksiy, Lyashenko, Anna, Matsyi, Olha, Voznytsia, Anastasiia, Krant, Daniil, Radchenko, Kostiantin, Shaposhnikova, Olena, Saienko, Nataliia, Shevchenko, Viktoriia, Holeho, Nataliia, Zaloznyi, Taras, Yaryzhko, Oleksandr, Nosyryeva, Olena, Popova, Anzhela, Pimonov, Ihor, Leinyk, Dmitry

“…The high dynamism of the development of social processes and phenomena determines the formation of a new system of the worldview of mankind, the modification (change…”
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