Issue 10/2019
Content (83 Articles)
Construction biogeography-based optimization algorithm for solving classification problems
Mohammed Alweshah
Robust collaborative representation-based classification via regularization of truncated total least squares
Shaoning Zeng, Bob Zhang, Yuandong Lan, Jianping Gou
Toward naive Bayes with attribute value weighting
Liangjun Yu, Liangxiao Jiang, Dianhong Wang, Lungan Zhang
An efficient soft demapper for APSK signals using extreme learning machine
Abdulkerim Öztekin, Ergun Erçelebi
Multi-objective sizing and topology optimization of truss structures using genetic programming based on a new adaptive mutant operator
Hirad Assimi, Ali Jamali, Nader Nariman-zadeh
A hybrid wavelet–APSO–ANN-based protection scheme for six-phase transmission line with real-time validation
Sunil Kumar Shukla, Ebha Koley, Subhojit Ghosh
Health stages diagnostics of underwater thruster using sound features with imbalanced dataset
Teck Kai Chan, Cheng Siong Chin
Off-line Bangla handwritten word recognition: a holistic approach
Showmik Bhowmik, Samir Malakar, Ram Sarkar, Subhadip Basu, Mahantapas Kundu, Mita Nasipuri
Reliable method of determining stable threshold channel shape using experimental and gene expression programming techniques
Azadeh Gholami, Hossein Bonakdari, Mohammad Zeynoddin, Isa Ebtehaj, Bahram Gharabaghi, Saeed Reza Khodashenas
Nature-inspired heuristic paradigms for parameter estimation of control autoregressive moving average systems
Ammara Mehmood, Aneela Zameer, Muhammad Asif Zahoor Raja, Rabia Bibi, Naveed Ishtiaq Chaudhary, Muhammad Saeed Aslam
GEP and MLR approaches for the prediction of reference evapotranspiration
Mohamed A. Mattar, A. A. Alazba
Quantum-behaved bat algorithm for many-objective combined economic emission dispatch problem using cubic criterion function
Fahad Parvez Mahdi, Pandian Vasant, M. Abdullah-Al-Wadud, Vish Kallimani, Junzo Watada
Selecting the optimal mining method with extended multi-objective optimization by ratio analysis plus the full multiplicative form (MULTIMOORA) approach
Weizhang Liang, Guoyan Zhao, Changshou Hong
Age and gender classification using brain–computer interface
Barjinder Kaur, Dinesh Singh, Partha Pratim Roy
A modified TOPSIS method based on vague parameterized vague soft sets and its application to supplier selection problems
Ganeshsree Selvachandran, Xindong Peng
Object tracking in the presence of shaking motions
Manna Dai, Shuying Cheng, Xiangjian He, Dadong Wang
Improved statistical features-based control chart patterns recognition using ANFIS with fuzzy clustering
Munawar Zaman, Adnan Hassan
Optimization of energy management and conversion in the water systems based on evolutionary algorithms
Hojat Karami, Mohammad Ehteram, Sayed-Farhad Mousavi, Saeed Farzin, Ozgur Kisi, Ahmed El-Shafie
A grasshopper optimizer approach for feature selection and optimizing SVM parameters utilizing real biomedical data sets
Hadeel Tariq Ibrahim, Wamidh Jalil Mazher, Osman N. Ucan, Oguz Bayat
Perturbation wavelet neural sliding mode position control for a voice coil motor driver
Chun-Fei Hsu, Wei-Fu Kao
Market impact analysis via deep learned architectures
Xiaodong Li, Jingjing Cao, Zhaoqing Pan
Flower pollination–feedforward neural network for load flow forecasting in smart distribution grid
Gaddafi Sani Shehu, Nurettin Çetinkaya
Equation of SVM-rebalancing: the point-normal form of a plane for class imbalance problem
Che-Chang Hsu, Kuo-Shong Wang, Hung-Yuan Chung, Shih-Hsing Chang
A neural dynamic system for solving convex nonlinear optimization problems with hybrid constraints
Xinjian Huang, Baotong Cui
Projective synchronization for fractional-order memristor-based neural networks with time delays
Yajuan Gu, Yongguang Yu, Hu Wang
A novel double incremental learning algorithm for time series prediction
Jinhua Li, Qun Dai, Rui Ye
Selfish node detection in ad hoc networks based on fuzzy logic
Homa Hasani, Shahram Babaie
Computational diagnosis of skin lesions from dermoscopic images using combined features
Roberta B. Oliveira, Aledir S. Pereira, João Manuel R. S. Tavares
Fuzzy logic-based performance improvement on MAC layer in wireless local area networks
Cemal Kocak, Hacı Bayram Karakurt
Analysis and design of single-phase power factor corrector with genetic algorithm and adaptive neuro-fuzzy-based sliding mode controller using DC–DC SEPIC
Subbiah Durgadevi, Mallapu Gopinath Umamaheswari
Classification of M-QAM and M-PSK signals using genetic programming (GP)
Asad Hussain, M. F. Sohail, Sheraz Alam, Sajjad A. Ghauri, I. M. Qureshi
RETRACTED ARTICLE: Bat algorithm as a metaheuristic optimization approach in materials and design: optimal design of a new float for different materials
Mostafa Jalal, Anal K. Mukhopadhyay, Maral Goharzay
Adaptive lasso echo state network based on modified Bayesian information criterion for nonlinear system modeling
Junfei Qiao, Lei Wang, Cuili Yang
Single-label and multi-label conceptor classifiers in pre-trained neural networks
Guangwu Qian, Lei Zhang, Yan Wang
NNIRSS: neural network-based intelligent routing scheme for SDN
Chuangchuang Zhang, Xingwei Wang, Fuliang Li, Min Huang
A novel hybrid metaheuristic algorithm for model order reduction in the delta domain: a unified approach
Souvik Ganguli, Gagandeep Kaur, Prasanta Sarkar
Bag-of-visual-words for signature-based multi-script document retrieval
Ranju Mandal, Partha Pratim Roy, Umapada Pal, Michael Blumenstein
Neural network modeling of monthly salinity variations in oyster reef in Apalachicola Bay in response to freshwater inflow and winds
Duc Le, Wenrui Huang, Elijah Johnson
Prediction of permanent deformation in asphalt pavements using a novel symbiotic organisms search–least squares support vector regression
Min-Yuan Cheng, Doddy Prayogo, Yu-Wei Wu
Combined effects of Brownian motion and thermophoresis parameters on three-dimensional (3D) Casson nanofluid flow across the porous layers slendering sheet in a suspension of graphene nanoparticles
P. Durgaprasad, S. V. K. Varma, Mohammad Mainul Hoque, C. S. K. Raju
Development of a monopoly pricing model for diffusion maximization in fuzzy weighted social networks with negative externalities of heterogeneous nodes using a case study
Aghdas Badiee, Mehdi Ghazanfari
A novel robust fuzzy state feedback plus state-derivative feedback controller design for nonlinear time-varying delay systems
S. Ruangsang, W. Assawinchaichote
A spike train distance-based method to evaluate the response of mechanoreceptive afferents
Zhengkun Yi, Yilei Zhang
Fuzzy logic controller-based MPPT for hybrid photo-voltaic/wind/fuel cell power system
Mohammad Junaid Khan, Lini Mathew
CBR-PSO: cost-based rough particle swarm optimization approach for high-dimensional imbalanced problems
Emel Kızılkaya Aydogan, Mihrimah Ozmen, Yılmaz Delice
Synchronization of single-degree-of-freedom oscillators via neural network based on fixed-time terminal sliding mode control scheme
Haibin Sun, Linlin Hou, Chaojie Li
Application of radial basis functions in solving fuzzy integral equations
Sh. S. Asari, M. Amirfakhrian, S. Chakraverty
Feature selection based on correlation deflation
Si-Bao Chen, Chris H. Q. Ding, Zhi-Li Zhou, Bin Luo
Rotation-invariant features based on directional coding for texture classification
Farida Ouslimani, Achour Ouslimani, Zohra Ameur
A BBO-based algorithm for slope stability analysis by locating critical failure surface
Jayraj Singh, Haider Banka, Amit Kumar Verma
Modeling forces between the probe of atomic microscope and the scanning surface
Mohammad Javad Sharifi, Ahmad Reza Khoogar, Mehdi Tajdari
A bargaining game model for performance assessment in network DEA considering sub-networks: a real case study in banking
Reza Mahmoudi, Ali Emrouznejad, Morteza Rasti-Barzoki
An adaptive parallel particle swarm optimization for numerical optimization problems
Xinsheng Lai, Yuren Zhou
Deep transfer learning for military object recognition under small training set condition
Zhi Yang, Wei Yu, Pengwei Liang, Hanqi Guo, Likun Xia, Feng Zhang, Yong Ma, Jiayi Ma
Hopfield network-based approach to detect seam-carved images and identify tampered regions
Jyh-Da Wei, Hui-Jun Cheng, Che-Wen Chang
Face sketch recognition using a hybrid optimization model
Hussein Samma, Shahrel Azmin Suandi, Junita Mohamad-Saleh
Exploiting label consistency in structured sparse representation for classification
Yan Huang, Yuhui Quan, Tao Liu, Yong Xu
A new variant of restricted Boltzmann machine with horizontal connections
Guang Shi, Jiangshe Zhang, NanNan Ji, ChangPeng Wang
Strength retrieval of artificially cemented bauxite residue using machine learning: an alternative design approach based on response surface methodology
Sujeet Kumar, Arun Prasad
An enhanced SSD with feature fusion and visual reasoning for object detection
Jiaxu Leng, Ying Liu
Structure regularized self-paced learning for robust semi-supervised pattern classification
Nannan Gu, Pengying Fan, Mingyu Fan, Di Wang
New stability results for impulsive neural networks with time delays
Chao Liu, Xiaoyang Liu, Hongyu Yang, Guangjian Zhang, Qiong Cao, Junjian Huang
Robust possibilistic programming for multi-item EOQ model with defective supply batches: Whale Optimization and Water Cycle Algorithms
Soheyl Khalilpourazari, Seyed Hamid Reza Pasandideh, Ali Ghodratnama
An improved Twin-KSVC with its applications
Qing Ai, Anna Wang, Yang Wang, Haijing Sun
A novel feature extraction methodology for sentiment analysis of product reviews
Xin Chen, Yun Xue, Hongya Zhao, Xin Lu, Xiaohui Hu, Zhihao Ma
No-reference image quality assessment based on sparse representation
Xichen Yang, Quansen Sun, Tianshu Wang
Deriving the priority weights from multiplicative consistent single-valued neutrosophic preference relations
Na Wang, Fanyong Meng, Yanwei Xu
An adaptive mechanism to achieve learning rate dynamically
Jinjing Zhang, Fei Hu, Li Li, Xiaofei Xu, Zhanbo Yang, Yanbin Chen
A novel machine learning model to predict autism spectrum disorders risk gene
Murat Gök
Stacked sparse autoencoder with PCA and SVM for data-based line trip fault diagnosis in power systems
Yixing Wang, Meiqin Liu, Zhejing Bao, Senlin Zhang
Predictive mathematical model for solving multi-criteria decision-making problems
N. Deepa, K. Ganesan, Balaji Sethuramasamyraja
Discriminatively trained continuous Hindi speech recognition system using interpolated recurrent neural network language modeling
Mohit Dua, R. K. Aggarwal, Mantosh Biswas
Global asymptotical stability for a class of non-autonomous impulsive inertial neural networks with unbounded time-varying delay
Hongfei Li, Wei Zhang, Chuandong Li, Wanli Zhang
Effective segmentations in white blood cell images using -SVR-based detection method
Feilong Cao, Yuehua Liu, Zhen Huang, Jianjun Chu, Jianwei Zhao
Dynamical regularized echo state network for time series prediction
Cuili Yang, Junfei Qiao, Lei Wang, Xinxin Zhu
Learning and evaluation of latent dependency forest models
Yong Jiang, Yang Zhou, Kewei Tu
A comparative analysis of ANN and chaotic approach-based wind speed prediction in India
Majid Jamil, Mohammad Zeeshan
Multiple-relations-constrained image classification with limited training samples via Pareto optimization
Di Zhou, Jun Wang, Bin Jiang, Yajun Li
Monthly long-term rainfall estimation in Central India using M5Tree, MARS, LSSVR, ANN and GEP models
Rasoul Mirabbasi, Ozgur Kisi, Hadi Sanikhani, Sarita Gajbhiye Meshram
Performance analysis of various machine learning-based approaches for detection and classification of lung cancer in humans
Gur Amrit Pal Singh, P. K. Gupta
Adaptive synchronization of stochastic complex dynamical networks and its application
Tengda Wei, Qi Yao, Ping Lin, Linshan Wang
Real-time prediction of online shoppers’ purchasing intention using multilayer perceptron and LSTM recurrent neural networks
C. Okan Sakar, S. Olcay Polat, Mete Katircioglu, Yomi Kastro