Issue 2/2020
Special Sections: Non-iterative Learning Approaches and their Applications and Bridging Cognitive Models and Recommender Systems
Content (12 Articles)
Non-iterative Learning Approaches and Their Applications
Filippo Maria Bianchi, Ponnuthurai Nagaratnam Suganthan
Open Access
Interpreting Recurrent Neural Networks Behaviour via Excitable Network Attractors
Andrea Ceni, Peter Ashwin, Lorenzo Livi
Energy Consumption Forecasting for the Nonferrous Metallurgy Industry Using Hybrid Support Vector Regression with an Adaptive State Transition Algorithm
Zhaoke Huang, Chunhua Yang, Xiaojun Zhou, Shengxiang Yang
A Novel Algorithm for Online Inexact String Matching and its FPGA Implementation
Alessandro Cinti, Filippo Maria Bianchi, Alessio Martino, Antonello Rizzi
Open Access
How Deep Should be the Depth of Convolutional Neural Networks: a Backyard Dog Case Study
Alexander N. Gorban, Evgeny M. Mirkes, Ivan Y. Tyukin
AEKOC+: Kernel Ridge Regression-Based Auto-Encoder for One-Class Classification Using Privileged Information
Chandan Gautam, Aruna Tiwari, M. Tanveer
Bridging Cognitive Models and Recommender Systems
Cecilio Angulo, Ing. Zoe Falomir, Davide Anguita, Núria Agell, Erik Cambria
A Cognitively Inspired Clustering Approach for Critique-Based Recommenders
David Contreras, Maria Salamó
Creating, Interpreting and Rating Harmonic Colour Palettes Using a Cognitively Inspired Model
Lledó Museros, Ismael Sanz, Zoe Falomir, Luis Gonzalez-Abril
Doctor Recommendation Based on an Intuitionistic Normal Cloud Model Considering Patient Preferences
Yan Yang, Junhua Hu, Yongmei Liu, Xiaohong Chen
Perceptions or Actions? Grounding How Agents Interact Within a Software Architecture for Cognitive Robotics
R. Marfil, A. Romero-Garces, J. P. Bandera, L. J. Manso, L. V. Calderita, P. Bustos, A. Bandera, J. Garcia-Polo, F. Fernandez, D. Voilmy