Issues in the Use of Neural Networks in Information Retrieval

• Κύριος συγγραφέας: Iatan, Iuliana F. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: Studies in Computational Intelligence, 661
• Θέματα: Engineering.; Artificial intelligence.; Pattern recognition.; Neural networks (Computer science).; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Mathematical Models of Cognitive Processes and Neural Networks.; Pattern Recognition.

This book highlights the ability of neural networks (NNs) to be excellent pattern matchers and their importance in information retrieval (IR), which is based on index term matching. The book defines a new NN-based method for learning image similarity and describes how to use fuzzy Gaussian neural ne...

Πίνακας περιεχομένων:

• Mathematical Aspects of Using Neural Approaches for Information Retrieval
• A Fuzzy Kwan- Cai Neural Network for Determining Image Similarity and for the Face Recognition
• Predicting Human Personality from Social Media using a Fuzzy Neural Network
• Modern Neural Methods for Function Approximation
• A Fuzzy Gaussian Clifford Neural Network
• Concurrent Fuzzy Neural Networks
• A New Interval Arithmetic Based Neural Network
• A Recurrent Neural Fuzzy Network.