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Listar por tema "multilayer perceptron"

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    • Digit Recognition Using Composite Features With Decision Tree Strategy 

      Chen, Chung-Hsing; Huang, Ko-Wei (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2023)
      At present, check transactions are one of the most common forms of money transfer in the market. The information for check exchange is printed using magnetic ink character recognition (MICR), widely used in the banking ...

    • Multilayer Perceptron: Architecture Optimization and Training 

      Ramchoun, Hassan; Ghanou, Youssef; Ettaouil, Mohamed; Janati Idrissi, Mohammed Amine (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2016)
      The multilayer perceptron has a large wide of classification and regression applications in many fields: pattern recognition, voice and classification problems. But the architecture choice has a great impact on the convergence ...

    • Obtaining Anti-Missile Decoy Launch Solution from a Ship Using Machine Learning Techniques 

      Touza, Ramón; Martínez Torres, Javier; Álvarez, María; Roca, Javier (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2022)
      One of the most dangerous situations a warship may face is a missile attack launched from other ships, aircrafts, submarines or land. In addition, given the current scenario, it is not ruled out that a terrorist group may ...

    • Predicción del tiempo de corredores en carreras de ultradistancia 

      Sayols-Puig, Sergi (07/2021)
      Las carreras de montaña de ultradistancia transcurren por entornos remotos y se necesitan varias horas para completarlas. Esto representa un reto para los organizadores que deben garantizar la seguridad de la carrera. El ...

    • Selecting Statistical Characteristics of Brain Signals to Detect Epileptic Seizures using Discrete Wavelet Transform and Perceptron Neural Network 

      Esmaeilpour, Mansour; Abbasi, Rezvan (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2017)
      Electroencephalogram signals (EEG) have always been used in medical diagnosis. Evaluation of the statistical characteristics of EEG signals is actually the foundation of all brain signal processing methods. Since the correct ...