Ausgabe Sonderheft 1/2017
Inhalt (102 Artikel)
Multistability of complex-valued neural networks with distributed delays
Weiqiang Gong, Jinling Liang, Congjun Zhang
A novel clustering-based image segmentation via density peaks algorithm with mid-level feature
Yong Shi, Zhensong Chen, Zhiquan Qi, Fan Meng, Limeng Cui
Comparison of individual, ensemble and integrated ensemble machine learning methods to predict China’s SME credit risk in supply chain finance
You Zhu, Chi Xie, Gang-Jin Wang, Xin-Guo Yan
Comparison of HMM- and SVM-based stroke classifiers for Gurmukhi script
Karun Verma, Rajendra Kumar Sharma
Neural computing for walking gait pattern identification based on multi-sensor data fusion of lower limb muscles
Joko Triloka, S. M. N. Arosha Senanayake, Daphne Lai
Drilling performance analysis of drill column machine using proposed neural networks
Emir Esim, Şahin Yıldırım
High capacity information hiding for privacy protection in digital video files
Ahmed Elhadad, Safwat Hamad, Amal Khalifa, A. Ghareeb
Finite-time stability on a class of SICNNs with neutral proportional delays
Yuehua Yu
Application of fuzzy cognitive maps for crack categorization in columns of reinforced concrete structures
Vijayalakshmi Senniappan, Jayashree Subramanian, Elpiniki I. Papageorgiou, Suji Mohan
True stress measurement of nuclear fuel rod cladding material subjected to DSA regime
A. Garg, Biranchi Narayan Panda, K. Tai
Online adaptive multiple pedestrian tracking in monocular surveillance video
Zhihui Wang, Sook Yoon, Dong Sun Park
A path cost-based GRASP for minimum independent dominating set problem
Yiyuan Wang, Ruizhi Li, Yupeng Zhou, Minghao Yin
Velocity and temperature slip effects on squeezing flow of nanofluid between parallel disks in the presence of mixed convection
Syed Tauseef Mohyud-Din, Sheikh Irfanullah Khan, Bandar Bin-Mohsin
Time series forecasting based on wavelet decomposition and feature extraction
Tianhong Liu, Haikun Wei, Chi Zhang, Kanjian Zhang
Simulated annealing algorithm for combined economic and emission power dispatch using max/max price penalty factor
Ismail Ziane, Farid Benhamida, Amel Graa
Estimation of soil dispersivity using soft computing approaches
Samad Emamgholizadeh, Kiana Bahman, S. Mohyeddin Bateni, Hadi Ghorbani, Isa Marofpoor, Jeffrey R. Nielson
Image denoising algorithm based on the convolution of fractional Tsallis entropy with the Riesz fractional derivative
Hamid A. Jalab, Rabha W. Ibrahim, Amr Ahmed
Collaborative representation analysis methods for feature extraction
Juliang Hua, Huan Wang, Mingu Ren, Heyan Huang
Human behavior-based optimization: a novel metaheuristic approach to solve complex optimization problems
Seyed-Alireza Ahmadi
Dynamic behavioral assessment model based on Hebb learning rule
Yunfei Yin, Hailong Yuan, Beilei Zhang
Ensemble weighted extreme learning machine for imbalanced data classification based on differential evolution
Yong Zhang, Bo Liu, Jing Cai, Suhua Zhang
Application of trembling-hand perfect equilibrium to Nash nonlinear Grey Bernoulli model: an example of BRIC’s GDP forecasting
Pei-Han Hsin, Chun-I Chen
Estimation of melting points of fatty acids using homogeneously hybridized support vector regression
Taoreed O. Owolabi, Yusuf F. Zakariya, Sunday O. Olatunji, Kabiru O. Akande
Performance evaluation of nature-inspired algorithms for the design of bored pile foundation by artificial neural networks
Gurdeepak Singh, B. S. Walia
NXOR- or XOR-based robust template decomposition for cellular neural networks implementing an arbitrary Boolean function via support vector classifiers
Yih-Lon Lin, Jer-Guang Hsieh, Ying-Sheng Kuo, Jyh-Horng Jeng
Local search algorithm with path relinking for single batch-processing machine scheduling problem
Xin Zhang, Xiangtao Li, Jianan Wang
Research of network data mining based on reliability source under big data environment
Jinhai Li, Youshi He, Yunlei Ma
Ellipsoidal support vector data description
Kasemsit Teeyapan, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
Artificial bee colony algorithm with strategy and parameter adaptation for global optimization
Bin Zhang, Tingting Liu, Changsheng Zhang, Peng Wang
Reducing the complexity of an adaptive radial basis function network with a histogram algorithm
Pey Yun Goh, Shing Chiang Tan, Wooi Ping Cheah, Chee Peng Lim
Micro-genetic algorithms for detecting and classifying electric power disturbances
Arturo Yosimar Jaen-Cuellar, Luis Morales-Velazquez, Rene de Jesus Romero-Troncoso, Daniel Moriñigo-Sotelo, Roque Alfredo Osornio-Rios
An optimized ANN model based on genetic algorithm for predicting ripping production
Edy Tonnizam Mohamad, Roohollah Shirani Faradonbeh, Danial Jahed Armaghani, Masoud Monjezi, Muhd Zaimi Abd Majid
A modified augmented Lagrangian with improved grey wolf optimization to constrained optimization problems
Wen Long, Ximing Liang, Shaohong Cai, Jianjun Jiao, Wenzhuan Zhang
Constrained self-organizing feature map to preserve feature extraction topology
Jorge Azorin-Lopez, Marcelo Saval-Calvo, Andres Fuster-Guillo, Jose Garcia-Rodriguez, Higinio Mora-Mora
An efficient trust estimation model for multi-agent systems using temporal difference learning
G. Rishwaraj, S. G. Ponnambalam, Loo Chu Kiong
Application of flower pollination algorithm in load frequency control of multi-area interconnected power system with nonlinearity
K. Jagatheesan, B. Anand, Sourav Samanta, Nilanjan Dey, V. Santhi, Amira S. Ashour, Valentina E. Balas
Modeling of deviation angle and performance losses in wet steam turbines using GMDH-type neural networks
Hamed Bagheri-Esfe, Hamed Safikhani
A novel segmentation algorithm for nucleus in white blood cells based on low-rank representation
Feilong Cao, Miaomiao Cai, Jianjun Chu, Jianwei Zhao, Zhenghua Zhou
A parallel feature selection method study for text classification
Zhao Li, Wei Lu, Zhanquan Sun, Weiwei Xing
NADTW: new approach for detecting TCP worm
Mohammed Anbar, Rosni Abdullah, Alhamza Munther, Mohammed Azmi Al-Betar, Redhwan M. A. Saad
Forecasting the energy demand of Turkey with a NN based on an improved Particle Swarm Optimization
Gülesin Sena Daş
Compressibility indices of saturated clays by group method of data handling and genetic algorithms
Reza Ziaie Moayed, Afshin Kordnaeij, Hossein Mola-Abasi
A novel framework for intelligent surveillance system based on abnormal human activity detection in academic environments
Malek Al-Nawashi, Obaida M. Al-Hazaimeh, Mohamad Saraee
Embedded real-time speed limit sign recognition using image processing and machine learning techniques
Samuel L. Gomes, Elizângela de S. Rebouças, Edson Cavalcanti Neto, João P. Papa, Victor H. C. de Albuquerque, Pedro P. Rebouças Filho, João Manuel R. S. Tavares
An improved MULTIMOORA approach for multi-criteria decision-making based on interdependent inputs of simplified neutrosophic linguistic information
Zhang-peng Tian, Jing Wang, Jian-qiang Wang, Hong-yu Zhang
Soret and MHD effects on bioconvection wall jet flow of nanofluid containing gyrotactic microorganisms
Syed Tauseef Mohyud-Din, Syed Zulfiqar Ali Zaidi
Predicting ocean surface currents using numerical weather prediction model and Kohonen neural network: a northern Adriatic study
Hrvoje Kalinić, Hrvoje Mihanović, Simone Cosoli, Martina Tudor, Ivica Vilibić
A novel approach based on the Gauss-vSVR with a new hybrid evolutionary algorithm and input vector decision method for port throughput forecasting
Ming-Wei Li, Jing Geng, Wei-Chiang Hong, Zhi-Yuan Chen
Web mining based on one-dimensional Kohonen’s algorithm: analysis of social media websites
Dawei Liu, Zilong Zhang, Xiaohong Guo
Consensus of delayed multi-agent dynamical systems with stochastic perturbation via impulsive approach
Shasha Yang, Xiaofeng Liao, Yanbing Liu, Xin Chen
Multi-objective reliability-based robust design optimization of robot gripper mechanism with probabilistically uncertain parameters
Iman Gholaminezhad, Ali Jamali, Hirad Assimi
Pulse-coupled neural networks and parameter optimization methods
Xinzheng Xu, Guanying Wang, Shifei Ding, Yuhu Cheng, Xuesong Wang
Regularization feature selection projection twin support vector machine via exterior penalty
Ping Yi, Aiguo Song, Jianhui Guo, Ruili Wang
Malicious URL detection via spherical classification
A. Astorino, A. Chiarello, M. Gaudioso, A. Piccolo
Prediction of properties of self-compacting concrete containing fly ash using artificial neural network
Omar Belalia Douma, Bakhta Boukhatem, Mohamed Ghrici, Arezki Tagnit-Hamou
A novel learning algorithm of single-hidden-layer feedforward neural networks
Dong-Mei Pu, Da-Qi Gao, Tong Ruan, Yu-Bo Yuan
The use of neural networks for the prediction of cone penetration resistance of silty sands
Yusuf Erzin, Nurhan Ecemis
Neural network approach with teaching–learning-based optimization for modeling and forecasting long-term electric energy demand in Turkey
Murat Kankal, Ergun Uzlu
Effects of nonlinear Rosseland thermal radiation on MHD steady wall jet flow
Syed Tauseef Mohyud-Din, Zulfiqar Ali Zaidi, Bandar Bin-Mohsin
SpikingLab: modelling agents controlled by Spiking Neural Networks in Netlogo
Cristian Jimenez-Romero, Jeffrey Johnson
Generalized self-tuning regulator based on online support vector regression
Kemal Uçak, Gülay Öke Günel
A new approach to ranking attributes in attribute based access control using decision fusion
Ali Jabar Rashidi, Afshin Rezakhani
A changing forgetting factor RLS for online identification of nonlinear systems based on ELM–Hammerstein model
Yinggan Tang, Zhenzhen Han, Ying Wang, Linlin Zhang, Qiushen Lian
Optimization of condition-based maintenance using soft computing
Deepam Goyal, B. S. Pabla, S. S. Dhami, Kailash Lachhwani
Ideology algorithm: a socio-inspired optimization methodology
Teo Ting Huan, Anand J. Kulkarni, Jeevan Kanesan, Chuah Joon Huang, Ajith Abraham
Development of chaotically improved meta-heuristics and modified BP neural network-based model for electrical energy demand prediction in smart grid
Badar Islam, Zuhairi Baharudin, Perumal Nallagownden
Application of artificial intelligence (AI) techniques in water quality index prediction: a case study in tropical region, Malaysia
Mohammed Hameed, Saadi Shartooh Sharqi, Zaher Mundher Yaseen, Haitham Abdulmohsin Afan, Aini Hussain, Ahmed Elshafie
Neural network-based fuzzy inference system for speed control of heavy duty vehicles with electronic throttle control system
İkbal Eski, Şahin Yıldırım
BFO–ANN ensemble hybrid algorithm to design compact fractal antenna for rectenna system
Balwinder S. Dhaliwal, Shyam S. Pattnaik
Neural network methods to solve the Lane–Emden type equations arising in thermodynamic studies of the spherical gas cloud model
Iftikhar Ahmad, Muhammad Asif Zahoor Raja, Muhammad Bilal, Farooq Ashraf
Classifying neuromuscular diseases using artificial neural networks with applied Autoregressive and Cepstral analysis
Sabri Koçer, Abdullah Erdal Tümer
A compression sensing and noise-tolerant image encryption scheme based on chaotic maps and orthogonal matrices
Jawad Ahmad, Muazzam A. Khan, Seong Oun Hwang, Jan Sher Khan
A frame-based ANN for classification of hyperspectral images: assessment of mechanical damage in mushrooms
Rodrigo Rojas-Moraleda, Nektarios A. Valous, Aoife Gowen, Carlos Esquerre, Steffen Härtel, Luis Salinas, Colm O’Donnell
Domain transfer multi-instance dictionary learning
Ke Wang, Jiayong Liu, Daniel González
Observer-based adaptive neural network control for a class of MIMO uncertain nonlinear time-delay non-integer-order systems with asymmetric actuator saturation
Farouk Zouari, Abdesselem Boulkroune, Asier Ibeas, Mohammad Mehdi Arefi
An extension of the ELECTRE approach with multi-valued neutrosophic information
Juan-juan Peng, Jian-qiang Wang, Xiao-hui Wu
Active and passive controls of the Williamson stagnation nanofluid flow over a stretching/shrinking surface
N. A. Halim, S. Sivasankaran, N. F. M. Noor
Identification and classification of voxels of human brain for rewardless-related decision making using ANN technique
Fayyaz Ahmad, Iftikhar Ahmad, Waqar Mahmood Dar
Application of PSO to develop a powerful equation for prediction of flyrock due to blasting
Mahdi Hasanipanah, Danial Jahed Armaghani, Hassan Bakhshandeh Amnieh, Muhd Zaimi Abd Majid, Mahmood M. D. Tahir
An effective combining classifier approach using tree algorithms for network intrusion detection
Jasmin Kevric, Samed Jukic, Abdulhamit Subasi
GRASP for connected dominating set problems
Ruizhi Li, Shuli Hu, Jian Gao, Yupeng Zhou, Yiyuan Wang, Minghao Yin
Adaptive tracking control for a class of non-affine switched stochastic nonlinear systems with unmodeled dynamics
Jun Mao, Shipei Huang, Zhengrong Xiang
Kernel-based models for prediction of cement compressive strength
Mohit Verma, A. Thirumalaiselvi, J. Rajasankar
Comparison of a massive and diverse collection of ensembles and other classifiers for oil spill detection in SAR satellite images
D. Mera, M. Fernández-Delgado, J. M. Cotos, J. R. R. Viqueira, S. Barro
Modeling shear strength of medium- to ultra-high-strength steel fiber-reinforced concrete beams using artificial neural network
Khandaker M. A. Hossain, Leena R. Gladson, Muhammed S. Anwar
Stochastic numerical treatment for solving Falkner–Skan equations using feedforward neural networks
Iftikhar Ahmad, Siraj-ul-Islam Ahmad, Muhammad Bilal, Nabeela Anwar
Support top irrelevant machine: learning similarity measures to maximize top precision for image retrieval
Jiandong Meng, Yan Jiang, Xiaoliang Xu, Irfani Priananda
Finite-time stabilization of uncertain neural networks with distributed time-varying delays
Shiju Yang, Chuandong Li, Tingwen Huang
Adaptive fuzzy backstepping output constraint control of flexible manipulator with actuator saturation
Wanmin Chang, Shaocheng Tong, Yongming Li
Toward growing modular deep neural networks for continuous speech recognition
Zohreh Ansari, Seyyed Ali Seyyedsalehi
Modelling total weighted vibration of a trailer seat pulled by a two-wheel tractor consumed diesel–biodiesel fuel blends using ANFIS methodology
Seyed Vahid Mirnezami, Seyed Reza Hassan-Beygi, Ahmad Banakar, Barat Ghobadian
Robust eigenvalue placement optimization for high-order descriptor systems in a union region with disjoint discs based on harmony search algorithm
Junchang Zhai, Liqun Gao, Steven Li
Software fault prediction using neuro-fuzzy network and evolutionary learning approach
S. Chatterjee, S. Nigam, A. Roy
Classifying biomedical knowledge in PubMed using multi-label vector machines with weaker optimization constraints
Xia Sun, Jiarong Wang, Jun Feng, Su-Shing Chen, Feijuan He
Computational efficiency of accelerated particle swarm optimization combined with different chaotic maps for global optimization
Dixiong Yang, Zhenjun Liu, Ping Yi
Flow regime independent volume fraction estimation in three-phase flows using dual-energy broad beam technique and artificial neural network
G. H. Roshani, E. Nazemi, M. M. Roshani
pART2: using adaptive resonance theory for web caching prefetching
Wenying Feng, Toufiq Hossain Kazi, Gongzhu Hu, Jimmy Xiangji Huang
Correction to: pART2: using adaptive resonance theory for web caching prefetching
Wenying Feng, Toufiq Hossain Kazi, Gongzhu Hu, Jimmy Xiangji Huang