Ausgabe 17/2020
Special Issue on Green and Human Information Technology 2019(pp.13077/13171)/International Work conference on the Interplay between Natural and Artificial Computation (IWINAC) 2015 (pp.13173/13244)
Inhalt (72 Artikel)
Special issue on “Green and Human Information Technology 2019”
Seong Oun Hwang, Sansanee Auephanwiriyakul, Muhammad Usman Akram, Bok-Min Goi, Chee Seng Chan
Hard exudate detection in retinal fundus images using supervised learning
Nipon Theera-Umpon, Ittided Poonkasem, Sansanee Auephanwiriyakul, Direk Patikulsila
A PKI without TTP based on conditional trust in blockchain
KyungHyun Han, Seong Oun Hwang
Performance optimization of QoS-supported dense WLANs using machine-learning-enabled enhanced distributed channel access (MEDCA) mechanism
Rashid Ali, Ali Nauman, Yousaf Bin Zikria, Byung-Seo Kim, Sung Won Kim
An efficient public key functional encryption for inner product evaluations
Intae Kim, Jong Hwan Park, Seong Oun Hwang
A neural network approach to remove rain using reconstruction and feature losses
Kamran Javed, Ghulam Hussain, Furqan Shaukat, Seong Oun Hwang
Camera model identification using a deep network and a reduced edge dataset
Changhee Kang, Sang-ug Kang
High-performance IoT streaming data prediction system using Spark: a case study of air pollution
Ho-Yong Jin, Eun-Sung Jung, Duckki Lee
Adaptive path finding algorithm in dynamic environment for warehouse robot
Mun-Kit Ng, Yung-Wey Chong, Kwang-man Ko, Young-Hoon Park, Yu-Beng Leau
Neural Computation links Neuroscience: a synergistic approach
J. M. Ferrández, E. Barakova, J. M. Górriz
Pedestrian detection with LeNet-like convolutional networks
Alfredo Cuesta-Infante, Francisco J. García, Juan J. Pantrigo, Antonio S. Montemayor
Performance analysis of No-Propagation and ELM algorithms in classification
Juan-Antonio Martínez-García, José-Luis Sancho-Gómez
Tackling business intelligence with bioinspired deep learning
J. Fombellida, I. Martín-Rubio, S. Torres-Alegre, D. Andina
Convolutional neural networks for computer vision-based detection and recognition of dumpsters
Iván Ramírez, Alfredo Cuesta-Infante, Juan J. Pantrigo, Antonio S. Montemayor, José Luis Moreno, Valvanera Alonso, Gema Anguita, Luciano Palombarani
AMSOM: artificial metaplasticity in SOM neural networks—application to MIT-BIH arrhythmias database
Santiago Torres-Alegre, Juan Fombellida, Juan Antonio Piñuela-Izquierdo, Diego Andina
Nonlinear predictability analysis of brain dynamics for automatic recognition of negative stress
Beatriz García-Martínez, Arturo Martínez-Rodrigo, Antonio Fernández-Caballero, José Moncho-Bogani, Raúl Alcaraz
Improving deep learning performance with missing values via deletion and compensation
Adrián Sánchez-Morales, José-Luis Sancho-Gómez, Juan-Antonio Martínez-García, Aníbal R. Figueiras-Vidal
Fixed-time synchronization of competitive neural networks with proportional delays and impulsive effect
Chaouki Aouiti, El Abed Assali, Farouk Chérif, Anis Zeglaoui
Changing product specification in extractive distillation process using intelligent control system
A. P. Araújo Neto, G. W. Farias Neto, T. G. Neves, W. B. Ramos, K. D. Brito, R. P. Brito
Bi-objective optimization approaches to many-to-many hub location routing with distance balancing and hard time window
Mohadese Basirati, Mohammad Reza Akbari Jokar, Erfan Hassannayebi
A biologically plausible network model for pattern storage and recall inspired by Dentate Gyrus
V. Vidya Janarthanam, S. Vishwanath, A. P. Shanthi
Wajsberg algebras of order
Cristina Flaut, Šárka Hošková-Mayerová, Arsham Borumand Saeid, Radu Vasile
Prediction of fluid pattern in a shear flow on intelligent neural nodes using ANFIS and LBM
Yan Cao, Meisam Babanezhad, Mashallah Rezakazemi, Saeed Shirazian
Active neural learners for text with dual supervision
Chandramouli Shama Sastry, Evangelos E. Milios
Mutual-manifold regularized robust fast latent LRR for subspace recovery and learning
Xianzhen Li, Zhao Zhang, Li Zhang, Meng Wang
Exploring speed–accuracy tradeoff in reaching movements: a neurocomputational model
Antonio Parziale, Rosa Senatore, Angelo Marcelli
A fault mode identification methodology based on self-organizing map
Sébastien Schwartz, Juan José Montero Jimenez, Michel Salaün, Rob Vingerhoeds
Neural networks catching up with finite differences in solving partial differential equations in higher dimensions
Vsevolod I. Avrutskiy
Designing pulse-coupled neural networks with spike-synchronization-dependent plasticity rule: image segmentation and memristor circuit application
Xudong Xie, Shiping Wen, Zheng Yan, Tingwen Huang, Yiran Chen
Analysing wear behaviour of Al–CaCO3 composites using ANN and Sugeno-type fuzzy inference systems
A. A. Sosimi, O. P. Gbenebor, O. Oyerinde, O. O. Bakare, S. O. Adeosun, S. A. Olaleye
McDPC: multi-center density peak clustering
Yizhang Wang, Di Wang, Xiaofeng Zhang, Wei Pang, Chunyan Miao, Ah-Hwee Tan, You Zhou
Efficient and hardware-friendly methods to implement competitive learning for spiking neural networks
Lianhua Qu, Zhenyu Zhao, Lei Wang, Yong Wang
Analysis of collective action propagation with multiple recurrences
Choujun Zhan, Fujian Wu, Zhenhua Huang, Wei Jiang, Qizhi Zhang
Cross-layer congestion control of wireless sensor networks based on fuzzy sliding mode control
Shaocheng Qu, Liang Zhao, Zhili Xiong
Global exponential anti-synchronization for delayed memristive neural networks via event-triggering method
Xiaoze Ni, Yuting Cao, Zhenyuan Guo, Tingwen Huang, Shiping Wen
Constructing interval-valued generalized partitioned Bonferroni mean operator with several extensions for MAGDM
Debasmita Banerjee, Bapi Dutta, Debashree Guha, Mark Goh
Transportation of water-based trapped bolus of SWCNTs and MWCNTs with entropy optimization in a non-uniform channel
Waqar A. Khan, M. Ijaz Khan, S. Kadry, S. Farooq, M. Imran Khan, S. Z. Abbas
Intelligent tutoring system using expert knowledge and Kohonen maps with automated training
Sirlon Diniz de Carvalho, Francisco Ramos de Melo, Edna Lucia Flôres, Sandrerley Ramos Pires, Luiz Fernando Batista Loja
Distributed fault-tolerant control of modular and reconfigurable robots with consideration of actuator saturation
Fan Zhou, Keping Liu, Yuanchun Li, Guangjun Liu
Coordination of production planning and distribution in closed-loop supply chains
Yusuf Kuvvetli, Rızvan Erol
Prediction of component concentrations in sodium aluminate liquor using stochastic configuration networks
Wei Wang, Dianhui Wang
Purities prediction in a manufacturing froth flotation plant: the deep learning techniques
Yuanyuan Pu, Alicja Szmigiel, Derek B. Apel
Machine learning algorithms for improving security on touch screen devices: a survey, challenges and new perspectives
Auwal Ahmed Bello, Haruna Chiroma, Abdulsalam Ya’u Gital, Lubna A. Gabralla, Shafi’i M. Abdulhamid, Liyana Shuib
Impact of finite wavy wall thickness on entropy generation and natural convection of nanofluid in cavity partially filled with non-Darcy porous layer
Ammar I. Alsabery, Muneer A. Ismael, Ali J. Chamkha, Ishak Hashim
UAM-RDE: an uncertainty analysis method for RSSI-based distance estimation in wireless sensor networks
Xiaozhen Yan, Pengtai Zhou, Qinghua Luo, Chuntao Wang, Jinfeng Ding, Cong Hu
Multi-objective orthogonal opposition-based crow search algorithm for large-scale multi-objective optimization
Rizk M. Rizk-Allah, Aboul Ella Hassanien, Adam Slowik
Using eye-tracking into decision makers evaluation in evolutionary interactive UA-FLP algorithms
Lorenzo Salas-Morera, Laura García-Hernández, Adoración Antolí-Cabrera, Carlos Carmona-Muñoz
PTL-LTM model for complex action recognition using local-weighted NMF and deep dual-manifold regularized NMF with sparsity constraint
Ming Tong, He Bai, Xing Yue, Haili Bu
Feature construction as a bi-level optimization problem
Marwa Hammami, Slim Bechikh, Ali Louati, Mohamed Makhlouf, Lamjed Ben Said
Negative correlation learning in the extreme learning machine framework
Carlos Perales-González, Mariano Carbonero-Ruz, Javier Pérez-Rodríguez, David Becerra-Alonso, Francisco Fernández-Navarro
On self-organised aggregation dynamics in swarms of robots with informed robots
Ziya Firat, Eliseo Ferrante, Yannick Gillet, Elio Tuci
SulSite-GTB: identification of protein S-sulfenylation sites by fusing multiple feature information and gradient tree boosting
Minghui Wang, Xiaowen Cui, Bin Yu, Cheng Chen, Qin Ma, Hongyan Zhou
Robust features for text-independent speaker recognition with short utterances
Rania Chakroun, Mondher Frikha
Coping with opponents: multi-objective evolutionary neural networks for fighting games
Steven Künzel, Silja Meyer-Nieberg
Prediction of convective clouds formation using evolutionary neural computation techniques
David Guijo-Rubio, Pedro A. Gutiérrez, Carlos Casanova-Mateo, Juan Carlos Fernández, Antonio Manuel Gómez-Orellana, Pablo Salvador-González, Sancho Salcedo-Sanz, César Hervás-Martínez
Airfoil–slat arrangement model design for wind turbines in fuzzy environment
Kumru Didem Atalay, Berna Dengiz, Tahir Yavuz, Emre Koç, Yusuf Tansel İç
Wheat crop yield prediction using new activation functions in neural network
Shital H. Bhojani, Nirav Bhatt
A multi-objective open set orienteering problem
Joydeep Dutta, Partha Sarathi Barma, Anupam Mukherjee, Samarjit Kar, Tanmay De
An enhanced sitting–sizing scheme for shunt capacitors in radial distribution systems using improved atom search optimization
Rizk M. Rizk-Allah, Aboul Ella Hassanien, Diego Oliva
Prediction of actual evapotranspiration by artificial neural network models using data from a Bowen ratio energy balance station
Spencer Walls, Andrew D. Binns, Jana Levison, Scott MacRitchie
Fuzzy association rule-based set-point adaptive optimization and control for the flotation process
Mingxi Ai, Yongfang Xie, Shiwen Xie, Jin Zhang, Weihua Gui
Multi-attribute group decision-making using double hierarchy hesitant fuzzy linguistic preference information
R. Krishankumar, K. S. Ravichandran, V. Shyam, S. V. Sneha, Samarjit Kar, Harish Garg
Development of fuzzy-GMDH model optimized by GSA to predict rock tensile strength based on experimental datasets
Hooman Harandizadeh, Danial Jahed Armaghani, Edy Tonnizam Mohamad
An application of parametric approach for interval differential equation in inventory model for deteriorating items with selling-price-dependent demand
Md Sadikur Rahman, Avijit Duary, Ali Akbar Shaikh, Asoke Kumar Bhunia
A new approach to cubic q-rung orthopair fuzzy multiple attribute group decision-making based on power Muirhead mean
Jun Wang, Xiaopu Shang, Kaiyuan Bai, Yuan Xu
An effective image compression–encryption scheme based on compressive sensing (CS) and game of life (GOL)
Zhihua Gan, Xiuli Chai, Jitong Zhang, Yushu Zhang, Yiran Chen
Semi-supervised person re-identification by similarity-embedded cycle GANs
Xinyu Zhang, Xiao-Yuan Jing, Xiaoke Zhu, Fei Ma
Neural network approach for solving nonlocal boundary value problems
V. Palade, M. S. Petrov, T. D. Todorov
Multimodal feature fusion for CNN-based gait recognition: an empirical comparison
Francisco M. Castro, Manuel J. Marín-Jiménez, Nicolás Guil, Nicolás Pérez de la Blanca
Heuristic optimization techniques for connecting renewable distributed generators on distribution grids
Mohamed A. Tolba, Hegazy Rezk, Mujahed Al-Dhaifallah, Ayman A. Eisa
A chaotic optimization method based on logistic-sine map for numerical function optimization
Fahrettin Burak Demir, Türker Tuncer, Adnan Fatih Kocamaz