Ausgabe 3/2017
Special Issue: IWANN 2015
Inhalt (21 Artikel)
Ensemble of Efficient Minimal Learning Machines for Classification and Regression
Diego P. P. Mesquita, João P. P. Gomes, Amauri H. Souza Junior
Identifying Market Behaviours Using European Stock Index Time Series by a Hybrid Segmentation Algorithm
Antonio M. Durán-Rosal, Mónica de la Paz-Marín, Pedro A. Gutiérrez, César Hervás-Martínez
Learners Reliability Estimated Through Neural Networks Applied to Build a Novel Hybrid Ensemble Method
Marco Vannucci, Valentina Colla, Silvia Cateni
Interpreting Decision Support from Multiple Classifiers for Predicting Length of Stay in Patients with Colorectal Carcinoma
Ruxandra Stoean, Catalin Stoean, Adrian Sandita, Daniela Ciobanu, Cristian Mesina
Deep Neural Networks for Wind and Solar Energy Prediction
David Díaz–Vico, Alberto Torres–Barrán, Adil Omari, José R. Dorronsoro
Multi-Domain Transfer Component Analysis for Domain Generalization
Thomas Grubinger, Adriana Birlutiu, Holger Schöner, Thomas Natschläger, Tom Heskes
Testing Different Ensemble Configurations for Feature Selection
Borja Seijo-Pardo, Verónica Bolón-Canedo, Amparo Alonso-Betanzos
Toward a Possibilistic Swarm Multi-robot Task Allocation: Theoretical and Experimental Results
José Guerrero, Óscar Valero, Gabriel Oliver
FPGA Implementation of Neurocomputational Models: Comparison Between Standard Back-Propagation and C-Mantec Constructive Algorithm
Francisco Ortega-Zamorano, José M. Jerez, Gustavo E. Juárez, Leonardo Franco
A Brain-Inspired Method of Facial Expression Generation Using Chaotic Feature Extracting Bidirectional Associative Memory
Isar Nejadgholi, Seyyed Ali SeyyedSalehi, Sylvain Chartier
Convergence of Quasi-Newton Method for Fully Complex-Valued Neural Networks
Dongpo Xu, Jian Dong, Chengdong Zhang
Adaptive Synchronization of Stochastic Memristor-Based Neural Networks with Mixed Delays
Yinfang Song, Wen Sun
Asymptotic Stability of Cohen–Grossberg BAM Neutral Type Neural Networks with Distributed Time Varying Delays
M. Syed Ali, S. Saravanan, M. Esther Rani, S. Elakkia, Jinde Cao, Ahmed Alsaedi, Tasawar Hayat
Robust State Estimation for Delayed Complex-Valued Neural Networks
Weiqiang Gong, Jinling Liang, Xiu Kan, Xiaobing Nie
Towards Safe Semi-supervised Classification: Adjusted Cluster Assumption via Clustering
Yunyun Wang, Yan Meng, Zhenyong Fu, Hui Xue
A Computationally Efficient Received Signal Strength Based Localization Algorithm in Closed-Form for Wireless Sensor Network
Xinrong Zhang, Weili Xiong, Baoguo Xu
A Hybrid Model Equipped with the Minimum Cycle Decomposition Concept for Short-Term Forecasting of Electrical Load Time Series
Zhaoshuang He, Caihong Li, Yulin Shen, Anping He
A Two-Stage Bayesian Integration Framework for Salient Object Detection on Light Field
Anzhi Wang, Minghui Wang, Xiaoyan Li, Zetian Mi, Huan Zhou
Foreign Exchange Rates Forecasting with Convolutional Neural Network
Chen Liu, Weiyan Hou, Deyin Liu