Výsledky vyhľadávania - 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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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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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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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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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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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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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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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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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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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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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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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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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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Towards a category theory approach to analogy: Analyzing re-representation and acquisition of numerical knowledge Autor Navarrete, Jairo A., Dartnell, Pablo

“… We introduce an algebraic model for analogy that uses the language of category theory to explore analogy-related cognitive phenomena…”
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Adversarial Deep Learning: A Survey on Adversarial Attacks and Defense Mechanisms on Image Classification Autor Khamaiseh, Samer Y., Bagagem, Derek, Al-Alaj, Abdullah, Mancino, Mathew, Alomari, Hakam W.

“… This phenomena raise many security concerns in utilizing DNNs in critical life applications which attracts the attention of academic and industry researchers…”
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SAR amplitude probability density function estimation based on a generalized Gaussian model Autor Moser, G., Zerubia, J., Serpico, S.B.

“… Focusing on synthetic aperture radar (SAR) data, this modeling process turns out to be a crucial task, for instance, for classification or for denoising purposes…”
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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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