Search Results - PHENOMENA AND PROCESSES::Mathematical Concepts::Algorithms::Artificial Intelligence

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

“…For centuries, scientists have attempted to identify and document analytical laws that underlie physical phenomena in nature…”
Get more information

IFCRL: Interval-Intent Fuzzy Concept Re-Cognition Learning Model by 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…”
Get full text

Detecting concept drift in data streams using model explanation by 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…”
Get full text

A mathematical model of the hidden feedback loop effect in machine learning systems by 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…”
Get full text

The use of concept maps during knowledge elicitation in ontology development processes – the nutrigenomics use case by 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…”
Get full text

Systematic fluctuation expansion for neural network activity equations by 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…”
Get more information

Evaluating a Semiautonomous Brain-Computer Interface Based on Conformal Geometric Algebra and Artificial Vision by 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…”
Get full text

A new parallel bat colony optimization algorithm and its application for evolving CNN architectures with artificial selection by Bansal, Kanishk, Singh, Amar

“… The concept of colonies is introduced in the Bat Algorithm along with phenomena like reproductive crossover and migration…”
Get full text

Countering the concept-drift problems in big data by an incrementally optimized stream mining model by Yang, Hang, Fong, Simon

“… This phenomenon is so-called the concept-drift problem that exists commonly in the scenario of big data mining…”
Get full text

New Algorithms for Constructing Magic Squares with Ancient Chinese Wisdoms by 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…”
Get full text

Concept of Linguistic Variable-Based Fuzzy Ensemble Approach: Application to Interlaced HDTV Sequences by 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…”
Get full text

Geometric deep optical sensing by 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…”
Get more information

Multi-Scale Patch-Based Image Restoration by 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…”
Get full text

The Misbehavior of Reinforcement Learning by 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…”
Get full text

Artificial Neural Networks in Biological and Environmental Analysis by Hanrahan, Grady

“… physical concepts and to demonstrate complex natural processes…”
Get full text

Efficient Planning and Solving Algorithm of S-Shape Acceleration and Deceleration by 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…”
Get full text

From Crispness to Fuzziness: Three Algorithms for Soft Sequential Pattern Mining by 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…”
Get full text

DECISION SUPPORT SYSTEMS: MATHEMATICAL SUPPORT by 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…”
Get full text

DECISION SUPPORT SYSTEMS: MATHEMATICAL SUPPORT by 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…”
Get full text

Towards a category theory approach to analogy: Analyzing re-representation and acquisition of numerical knowledge by 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…”
Get full text