Ausgabe 7/2020
Special Issue on Deep learning and Neural Computing for Intelligent Sensing and Control (pp.1811/2053)
Inhalt (71 Artikel)
Special issue on deep learning and neural computing for intelligent sensing and control
Xiaomeng Ma, Qingyuan Zhou
Content semantic image analysis and storage method based on intelligent computing of machine learning annotation
PengCheng Wei, Fangcheng He, Yang Zou
An emotion classification algorithm based on SPT-CapsNet
Xian Zhong, Jinhang Liu, Lin Li, Shuqin Chen, Wei Lu, Yuyu Dong, Bingqing Wu, Luo Zhong
Deep Refinement: capsule network with attention mechanism-based system for text classification
Deepak Kumar Jain, Rachna Jain, Yash Upadhyay, Abhishek Kathuria, Xiangyuan Lan
Application research of improved genetic algorithm based on machine learning in production scheduling
Kai Guo, Mei Yang, Hai Zhu
Research on motion pattern recognition of exoskeleton robot based on multimodal machine learning model
Yi Zheng, Qingjun Song, Jixin Liu, Qinghui Song, Qingchao Yue
Prediction of air quality in Shenzhen based on neural network algorithm
Kuiying Gu, Yi Zhou, Hui Sun, Lianming Zhao, Shaokun Liu
Even faster retinal vessel segmentation via accelerated singular value decomposition
Yan Zhang, Jian Lian, Luo Rong, Weikuan Jia, Chengjiang Li, Yuanjie Zheng
RETRACTED ARTICLE: Traffic identification and traffic analysis based on support vector machine
Youchan Zhu, Yi Zheng
A joint deep neural networks-based method for single nighttime rainy image enhancement
Zhenghao Shi, Yaning Feng, Minghua Zhao, Lifeng He
Classification of Alzheimer’s disease based on brain MRI and machine learning
Zhao Fan, Fanyu Xu, Xuedan Qi, Cai Li, Lili Yao
Recognition and prediction of ground vibration signal based on machine learning algorithm
Zhicheng Zhong, Hongqin Li
RETRACTED ARTICLE: Image object detection and semantic segmentation based on convolutional neural network
Laigang Zhang, Zhou Sheng, Yibin Li, Qun Sun, Ying Zhao, Deying Feng
Research on radar signal recognition based on automatic machine learning
Peng Li
Research on orthopedic auxiliary classification and prediction model based on XGBoost algorithm
Shenglong Li, Xiaojing Zhang
Genetic algorithm combined with BP neural network in hospital drug inventory management system
Min Du, Jianwei Luo, Shuping Wang, Shan Liu
A Q-learning-based approach for virtual network embedding in data center
Ying Yuan, Zejie Tian, Cong Wang, Fanghui Zheng, Yanxia Lv
A genetic algorithm for fuzzy random and low-carbon integrated forward/reverse logistics network design
Yangjun Ren, Chuanxu Wang, Botang Li, Chao Yu, Suyong Zhang
Deep belief network-based support vector regression method for traffic flow forecasting
Haibo Xu, Chengshun Jiang
Applications of deep convolutional neural networks in prospecting prediction based on two-dimensional geological big data
Shi Li, Jianping Chen, Jie Xiang
Robust nonlinear fractional order fuzzy PD plus fuzzy I controller applied to robotic manipulator
Himanshu Chhabra, Vijay Mohan, Asha Rani, Vijander Singh
Forward and reverse modelling of flow forming of solution annealed H30 aluminium tubes
Bikramjit Podder, Prabas Banerjee, K. Ramesh Kumar, Nirmal Baran Hui
Binary whale optimization algorithm and its application to unit commitment problem
Vijay Kumar, Dinesh Kumar
Wide area monitoring and protection of microgrid with DGs using modular artificial neural networks
Bokka Krishna Chaitanya, Anamika Yadav, Mohammad Pazoki
Enhancing recommendation stability of collaborative filtering recommender system through bio-inspired clustering ensemble method
R. Logesh, V. Subramaniyaswamy, D. Malathi, N. Sivaramakrishnan, V. Vijayakumar
Integrating mutation scheme into monarch butterfly algorithm for global numerical optimization
Mohamed Ghetas, Huah Yong Chan
A robust multi-objective humanitarian relief chain network design for earthquake response, with evacuation assumption under uncertainties
Soheil Mansoori, Ali Bozorgi-Amiri, Mir Saman Pishvaee
Computer-aided classification of the mitral regurgitation using multiresolution local binary pattern
Arun Balodi, R. S. Anand, M. L. Dewal, Anurag Rawat
DC–DC converters design using a type-2 wavelet fuzzy cerebellar model articulation controller
Chih-Min Lin, Van-Hoa La, Tien-Loc Le
Classification of sonar echo signals in their reduced sparse forms using complex-valued wavelet neural network
Pınar Özkan Bakbak, Musa Peker
Analyzing multimodal transportation problem and its application to artificial intelligence
Gurupada Maity, Sankar Kumar Roy, José Luis Verdegay
Design of active noise control system using hybrid functional link artificial neural network and finite impulse response filters
Ranjan Walia, Smarajit Ghosh
Iris tissue recognition based on GLDM feature extraction and hybrid MLPNN-ICA classifier
Neda Ahmadi, Gholamreza Akbarizadeh
A machine learning approach for prediction of pregnancy outcome following IVF treatment
Md Rafiul Hassan, Sadiq Al-Insaif, M. Imtiaz Hossain, Joarder Kamruzzaman
Efficient parallel implementation of reservoir computing systems
M. L. Alomar, Erik S. Skibinsky-Gitlin, Christiam F. Frasser, Vincent Canals, Eugeni Isern, Miquel Roca, Josep L. Rosselló
An enhanced moth flame optimization
Komalpreet Kaur, Urvinder Singh, Rohit Salgotra
Distance and signal quality aware next hop selection routing protocol for vehicular ad hoc networks
Kashif Naseer Qureshi, Faisal Bashir, Abdul Hanan Abdullah
A new technique for time series forecasting by using symbiotic organisms search
Shanoli Samui Pal, Saumyadip Samui, Samarjit Kar
Automatic optimized support vector regression for financial data prediction
Dana Simian, Florin Stoica, Alina Bărbulescu
An entropy-based classification of breast cancerous genes using microarray data
Mausami Mondal, Rahul Semwal, Utkarsh Raj, Imlimaong Aier, Pritish Kumar Varadwaj
Self-adaptive global mine blast algorithm for numerical optimization
Anupam Yadav, Ali Sadollah, Neha Yadav, J. H. Kim
Convergence of a modified gradient-based learning algorithm with penalty for single-hidden-layer feed-forward networks
Jian Wang, Bingjie Zhang, Zhaoyang Sang, Yusong Liu, Shujun Wu, Quan Miao
River discharge simulation using variable parameter McCarthy–Muskingum and wavelet-support vector machine methods
Basant Yadav, Shashi Mathur
A biomorphic neuron model and principles of designing a neural network with memristor synapses for a biomorphic neuroprocessor
V. A. Filippov, A. N. Bobylev, A. N. Busygin, A. D. Pisarev, S. Yu. Udovichenko
Hybrid bio-inspired user clustering for the generation of diversified recommendations
R. Logesh, V. Subramaniyaswamy, V. Vijayakumar, Xiao-Zhi Gao, Gai-Ge Wang
Adaptive neurofuzzy H-infinity control of DC–DC voltage converters
G. Rigatos, P. Siano, M. Sayed-Mouchaweh
A hybrid unsupervised approach toward EEG epileptic spikes detection
Pegah Khosropanah, Abdul Rahman Ramli, Mohammad Reza Abbasi, Mohammad Hamiruce Marhaban, Anvarjon Ahmedov
A GA based hierarchical feature selection approach for handwritten word recognition
Samir Malakar, Manosij Ghosh, Showmik Bhowmik, Ram Sarkar, Mita Nasipuri
Classification of calcified regions in atherosclerotic lesions of the carotid artery in computed tomography angiography images
Danilo Samuel Jodas, Aledir Silveira Pereira, João Manuel R. S. Tavares
Novel cascaded Gaussian mixture model-deep neural network classifier for speaker identification in emotional talking environments
Ismail Shahin, Ali Bou Nassif, Shibani Hamsa
Development of new agglomerative and performance evaluation models for classification
M. Vijaya Prabhagar, M. Punniyamoorthy
Trajectory tracking using artificial neural network for stable human-like gait with upper body motion
Ruchi Panwar, N. Sukavanam
Auto-MeDiSine: an auto-tunable medical decision support engine using an automated class outlier detection method and AutoMLP
Maham Jahangir, Hammad Afzal, Mehreen Ahmed, Khawar Khurshid, Muhammad Faisal Amjad, Raheel Nawaz, Haider Abbas
Group decision-making and grey programming approaches to optimal product mix in manufacturing supply chains
R. Rajesh
Robust exponential stabilization for uncertain neutral neural networks with interval time-varying delays by periodically intermittent control
Yali Dong, Liangliang Guo, Jing Hao
Estimation of missing prices in real-estate market agent-based simulations with machine learning and dimensionality reduction methods
Iván García-Magariño, Carlos Medrano, Jorge Delgado
Compressive sensing MRI reconstruction using empirical wavelet transform and grey wolf optimizer
Mohamed Ragab, Osama A. Omer, Mohamed Abdel-Nasser
Content-based image retrieval system using ORB and SIFT features
Payal Chhabra, Naresh Kumar Garg, Munish Kumar
Time-optimal memetic whale optimization algorithm for hypersonic vehicle reentry trajectory optimization with no-fly zones
Huiping Zhang, Honglun Wang, Na Li, Yue Yu, Zikang Su, Yiheng Liu
Nuclear Fission–Nuclear Fusion algorithm for global optimization: a modified Big Bang–Big Crunch algorithm
Yagizer Yalcin, Onur Pekcan
An optimum forceful generation scheduling and unit commitment of thermal power system using sine cosine algorithm
Ashutosh Bhadoria, Sanjay Marwaha, Vikram Kumar Kamboj
Robust spike-and-slab deep Boltzmann machines for face denoising
Nan Zhang, Shifei Ding, Jian Zhang, Xingyu Zhao
Improved word-level handwritten Indic script identification by integrating small convolutional neural networks
Soumya Ukil, Swarnendu Ghosh, Sk Md Obaidullah, K. C. Santosh, Kaushik Roy, Nibaran Das
Integrated intelligent computing for heat transfer and thermal radiation-based two-phase MHD nanofluid flow model
Muhammad Asif Zahoor Raja, Ammara Mehmood, Adeel Ahmad Khan, Aneela Zameer
Extended hesitant fuzzy linguistic term set with fuzzy confidence for solving group decision-making problems
R. Krishankumar, K. S. Ravichandran, Manish Aggarwal, Sanjay K. Tyagi
Single-column CNN for crowd counting with pixel-wise attention mechanism
Bisheng Wang, Guo Cao, Yanfeng Shang, Licun Zhou, Youqiang Zhang, Xuesong Li
A deep learning analysis on question classification task using Word2vec representations
Seyhmus Yilmaz, Sinan Toklu
New filter approaches for feature selection using differential evolution and fuzzy rough set theory
Emrah Hancer
An admission control algorithm based on matching game and differentiated service in wireless mesh networks
Fengjun Shang, Dan Zhou, Dexiang He