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Neural Computing and Applications

Ausgabe 7/2020

Special Issue on Deep learning and Neural Computing for Intelligent Sensing and Control (pp.1811/2053)

Inhalt (71 Artikel)

Deep Learning & Neural Computing for Intelligent Sensing and Control

Content semantic image analysis and storage method based on intelligent computing of machine learning annotation

PengCheng Wei, Fangcheng He, Yang Zou

Deep Learning & Neural Computing for Intelligent Sensing and Control

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 Learning & Neural Computing for Intelligent Sensing and Control

Deep Refinement: capsule network with attention mechanism-based system for text classification

Deepak Kumar Jain, Rachna Jain, Yash Upadhyay, Abhishek Kathuria, Xiangyuan Lan

Deep Learning & Neural Computing for Intelligent Sensing and Control

Application research of improved genetic algorithm based on machine learning in production scheduling

Kai Guo, Mei Yang, Hai Zhu

Deep Learning & Neural Computing for Intelligent Sensing and Control

Research on motion pattern recognition of exoskeleton robot based on multimodal machine learning model

Yi Zheng, Qingjun Song, Jixin Liu, Qinghui Song, Qingchao Yue

Deep Learning & Neural Computing for Intelligent Sensing and Control

Prediction of air quality in Shenzhen based on neural network algorithm

Kuiying Gu, Yi Zhou, Hui Sun, Lianming Zhao, Shaokun Liu

Deep Learning & Neural Computing for Intelligent Sensing and Control

Even faster retinal vessel segmentation via accelerated singular value decomposition

Yan Zhang, Jian Lian, Luo Rong, Weikuan Jia, Chengjiang Li, Yuanjie Zheng

Deep Learning & Neural Computing for Intelligent Sensing and Control

RETRACTED ARTICLE: Traffic identification and traffic analysis based on support vector machine

Youchan Zhu, Yi Zheng

Deep Learning & Neural Computing for Intelligent Sensing and Control

A joint deep neural networks-based method for single nighttime rainy image enhancement

Zhenghao Shi, Yaning Feng, Minghua Zhao, Lifeng He

Deep Learning & Neural Computing for Intelligent Sensing and Control

Classification of Alzheimer’s disease based on brain MRI and machine learning

Zhao Fan, Fanyu Xu, Xuedan Qi, Cai Li, Lili Yao

Deep Learning & Neural Computing for Intelligent Sensing and Control

Recognition and prediction of ground vibration signal based on machine learning algorithm

Zhicheng Zhong, Hongqin Li

Deep Learning & Neural Computing for Intelligent Sensing and Control

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

Deep Learning & Neural Computing for Intelligent Sensing and Control

Research on radar signal recognition based on automatic machine learning

Peng Li

Deep Learning & Neural Computing for Intelligent Sensing and Control

Research on orthopedic auxiliary classification and prediction model based on XGBoost algorithm

Shenglong Li, Xiaojing Zhang

Deep Learning & Neural Computing for Intelligent Sensing and Control

Genetic algorithm combined with BP neural network in hospital drug inventory management system

Min Du, Jianwei Luo, Shuping Wang, Shan Liu

Deep Learning & Neural Computing for Intelligent Sensing and Control

A Q-learning-based approach for virtual network embedding in data center

Ying Yuan, Zejie Tian, Cong Wang, Fanghui Zheng, Yanxia Lv

Deep Learning & Neural Computing for Intelligent Sensing and Control

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 Learning & Neural Computing for Intelligent Sensing and Control

Deep belief network-based support vector regression method for traffic flow forecasting

Haibo Xu, Chengshun Jiang

Deep Learning & Neural Computing for Intelligent Sensing and Control

Applications of deep convolutional neural networks in prospecting prediction based on two-dimensional geological big data

Shi Li, Jianping Chen, Jie Xiang

Original Article

Robust nonlinear fractional order fuzzy PD plus fuzzy I controller applied to robotic manipulator

Himanshu Chhabra, Vijay Mohan, Asha Rani, Vijander Singh

Original Article

Forward and reverse modelling of flow forming of solution annealed H30 aluminium tubes

Bikramjit Podder, Prabas Banerjee, K. Ramesh Kumar, Nirmal Baran Hui

Original Article

Wide area monitoring and protection of microgrid with DGs using modular artificial neural networks

Bokka Krishna Chaitanya, Anamika Yadav, Mohammad Pazoki

Original Article

Enhancing recommendation stability of collaborative filtering recommender system through bio-inspired clustering ensemble method

R. Logesh, V. Subramaniyaswamy, D. Malathi, N. Sivaramakrishnan, V. Vijayakumar

Original Article

Computer-aided classification of the mitral regurgitation using multiresolution local binary pattern

Arun Balodi, R. S. Anand, M. L. Dewal, Anurag Rawat

Original Article

Analyzing multimodal transportation problem and its application to artificial intelligence

Gurupada Maity, Sankar Kumar Roy, José Luis Verdegay

Original Article

A machine learning approach for prediction of pregnancy outcome following IVF treatment

Md Rafiul Hassan, Sadiq Al-Insaif, M. Imtiaz Hossain, Joarder Kamruzzaman

Original Article

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

Original Article

An enhanced moth flame optimization

Komalpreet Kaur, Urvinder Singh, Rohit Salgotra

Original Article

Distance and signal quality aware next hop selection routing protocol for vehicular ad hoc networks

Kashif Naseer Qureshi, Faisal Bashir, Abdul Hanan Abdullah

Original Article

A new technique for time series forecasting by using symbiotic organisms search

Shanoli Samui Pal, Saumyadip Samui, Samarjit Kar

Original Article

Automatic optimized support vector regression for financial data prediction

Dana Simian, Florin Stoica, Alina Bărbulescu

Original Article

An entropy-based classification of breast cancerous genes using microarray data

Mausami Mondal, Rahul Semwal, Utkarsh Raj, Imlimaong Aier, Pritish Kumar Varadwaj

Original Article

Self-adaptive global mine blast algorithm for numerical optimization

Anupam Yadav, Ali Sadollah, Neha Yadav, J. H. Kim

Original Article

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

Original Article

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

Original Article

Hybrid bio-inspired user clustering for the generation of diversified recommendations

R. Logesh, V. Subramaniyaswamy, V. Vijayakumar, Xiao-Zhi Gao, Gai-Ge Wang

Original Article

Adaptive neurofuzzy H-infinity control of DC–DC voltage converters

G. Rigatos, P. Siano, M. Sayed-Mouchaweh

Original Article

A hybrid unsupervised approach toward EEG epileptic spikes detection

Pegah Khosropanah, Abdul Rahman Ramli, Mohammad Reza Abbasi, Mohammad Hamiruce Marhaban, Anvarjon Ahmedov

Original Article

A GA based hierarchical feature selection approach for handwritten word recognition

Samir Malakar, Manosij Ghosh, Showmik Bhowmik, Ram Sarkar, Mita Nasipuri

Original Article

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

Original Article

Development of new agglomerative and performance evaluation models for classification

M. Vijaya Prabhagar, M. Punniyamoorthy

Original Article

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

Original Article

Compressive sensing MRI reconstruction using empirical wavelet transform and grey wolf optimizer

Mohamed Ragab, Osama A. Omer, Mohamed Abdel-Nasser

Original Article

Content-based image retrieval system using ORB and SIFT features

Payal Chhabra, Naresh Kumar Garg, Munish Kumar

Original Article

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

Original Article

Robust spike-and-slab deep Boltzmann machines for face denoising

Nan Zhang, Shifei Ding, Jian Zhang, Xingyu Zhao

Original Article

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

Original Article

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

Original Article

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

Original Article

Single-column CNN for crowd counting with pixel-wise attention mechanism

Bisheng Wang, Guo Cao, Yanfeng Shang, Licun Zhou, Youqiang Zhang, Xuesong Li

Brain- Inspired computing and Machine learning for Brain Health

An admission control algorithm based on matching game and differentiated service in wireless mesh networks

Fengjun Shang, Dan Zhou, Dexiang He