23 Eylül 2020, Çarşamba

Derin Öğrenme



Autoencoder neural network is a popular ANN architecture applied mainly in unsupervised learning applications such anomaly detection. The most two applications that Autoencoders are applied for are fraud detection in bank transactions and dimensionality reduction like Principal Component Analysis. In other words, the core function of autoencoders is to teach …

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Emotion Aware Artificial Intelligence For Cognitive Systems


Cognitive computing systems (CCS) simulate human cognition processes, including self-learning, emotional competence, language understanding, social interaction, interpretation, planning, decision-making and problem solving, as they are integrated with environmental perception and action mechanisms. CCS are designed based on interdisciplinary research disciplines including psychology, machine learning, artificial intelligence, signal processing, computer vision …

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