Results 11 to 20 of about 25,182 (261)
Electroencephalogram-Based Facial Gesture Recognition Using Self-Organizing Map [PDF]
SensorsBrain–computer interfaces (BCIs) allow information to be transmitted directly from the human brain to a computer, enhancing the ability of human brain activity to interact with the environment.
Takahiro Kawaguchi +2 more
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Lifestyle patterns in the Iranian population: Self- organizing map application [PDF]
Caspian Journal of Internal Medicine, 2018 Background: The present study evaluated the lifestyle behavior patterns and its associations with demographic factors in the Iranian population. Methods: A total of 8244 people aged 25-70 years who participated in a national survey in 2011 were included ...
Samaneh Akbarpour +5 more
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The novel hierarchical clustering approach using self‐organizing map with optimum dimension selection [PDF]
Health Care ScienceIntroduction Data clustering is an important field of machine learning that has applicability in wide areas, like, business analysis, manufacturing, energy, healthcare, traveling, and logistics.
Kshitij Tripathi
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Self-Organizing Map Models of Language Acquisition [PDF]
Frontiers in Psychology, 2013 Connectionist models have had a profound impact on theories of language. While most early models were inspired by the classic PDP architecture, recent models of language have explored various other types of models, including self-organizing models for ...
Ping eLi, Xiaowei eZhao
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Validating the knowledge represented by a self-organizing map with an expert-derived knowledge structure [PDF]
BMC Medical EducationBackground Professionals are reluctant to make use of machine learning results for tasks like curriculum development if they do not understand how the results were generated and what they mean.
Andrew James Amos +3 more
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Randomized Self-Organizing Map [PDF]
Neural Computation, 2021 We propose a variation of the self-organizing map algorithm by considering the random placement of neurons on a two-dimensional manifold, following a blue noise distribution from which various topologies can be derived. These topologies possess random (but controllable) discontinuities that allow for a more flexible self-organization, especially with ...
Nicolas P. Rougier +1 more
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Zhongguo dizhi zaihai yu fangzhi xuebao, 2022 In order to further explore the influence of evaluation units and non-landslide sample selection methods on landslide susceptibility prediction, a landslide susceptibility evaluation model is established based on self-organizing feature map network and ...
Shu HE +3 more
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Ear Recognition by Using Self Organizing Feature Map [PDF]
Engineering and Technology Journal, 2013 A wide variety of systems requires reliable personal recognition schemes to either confirm or determine the identity of an individual requesting their services.
Suad K. Mohammad
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Adaptive Self-Organizing Map Using Optimal Control
Mathematics, 2023 The self-organizing map (SOM), which is a type of artificial neural network (ANN), was formulated as an optimal control problem. Its objective function is to minimize the mean quantization error, and the state equation is the weight updating equation of ...
Ali Najem Alkawaz +6 more
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SERVICE DESIGN WITH MACHINE LEARNING BASED ON USER ACTION HISTORY [PDF]
Acta Electrotechnica et Informatica, 2020 With the development of IoT techniques, it become easier to collect users’ action data. By analyzing and using those data, consumers and producers will mutually exchange their intelligence and better customize product development processes.
Xinyue WANG +3 more
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