26 citations · 241 across the 38 of their papers we have counts for
16 papers · 1 filter
An Evolutionary Hierarchical Interval Type-2 Fuzzy Knowledge Representation System (EHIT2FKRS) for Travel Route Assignment
Mariam Zouari, Nesrine Baklouti, Javier Sanchez Medina +2
Urban Traffic Networks are characterized by high dynamics of traffic flow and increased travel time, including waiting times. This leads to more complex road traffic management. Th…
Neural Probabilistic System for Text Recognition
Najoua Rahal, Maroua Tounsi, Adel M. Alimi
Unconstrained text recognition is a stimulating field in the branch of pattern recognition. This field is still an open search due to the unlimited vocabulary, multi styles, mixed-…
DeepVisInterests: CNN-Ontology Prediction of Users Interests from Social Images
Onsa Lazzez, Wael Ouarda, Adel M. Alimi
In this paper, we present a novel system named DeepVisInterests that performs the users interests prediction task from social visual data based on a deep neural approach for the on…
Unsupervised Learning in Reservoir Computing for EEG-based Emotion Recognition
Rahma Fourati, Boudour Ammar, Javier Sanchez-Medina +1
In real-world applications such as emotion recognition from recorded brain activity, data are captured from electrodes over time. These signals constitute a multidimensional time s…
Taylor-based Optimized Recursive Extended Exponential Smoothed Neural Networks Forecasting Method
Emna Krichene, Wael Ouarda, Habib Chabchoub +1
A newly introduced method called Taylor-based Optimized Recursive Extended Exponential Smoothed Neural Networks Forecasting method is applied and extended in this study to forecast…
Adaptive Extreme Learning Machine for Recurrent Beta-basis Function Neural Network Training
Naima Chouikhi, Adel M. Alimi
Beta Basis Function Neural Network (BBFNN) is a special kind of kernel basis neural networks. It is a feedforward network typified by the use of beta function as a hidden activatio…