Ausgabe 12/2019
Special Issue on machine learning-based applications and techniques in cyber intelligence (pp. 8135-8378)
Inhalt (86 Artikel)
Special issue on machine learning-based applications and techniques in cyber intelligence
Lin Mei, Zheng Xu, Vijayan Sugumaran
Construction of prediction model of neural network railway bulk cargo floating price based on random forest regression algorithm
Jingwei Guo, Jian Wang, Qinglin Li, Baohua Guo
Multi-parameter online measurement IoT system based on BP neural network algorithm
Weiping Zhang, Mohit Kumar, Jingqing Liu
Research on feature point extraction and matching machine learning method based on light field imaging
Wu Yue
Estimation algorithm research for lithium battery SOC in electric vehicles based on adaptive unscented Kalman filter
Bo Li, Shaoyi Bei
Classified prediction model of rockburst using rough sets-normal cloud
Ran Liu, Yicheng Ye, Nanyan Hu, Hu Chen, Xianhua Wang
A machine learning approach for cost prediction analysis in environmental governance engineering
Di Ai, Jisheng Yang
Research on prediction model of geotechnical parameters based on BP neural network
Kai Cui, Xiang Jing
Research on prediction of environmental aerosol and PM2.5 based on artificial neural network
Xianghong Wang, Baozhen Wang
First break of the seismic signals in oil exploration based on information theory
Qiu-Jing Zhang, Ming-Yue Zhai
MapReduce-based adaptive random forest algorithm for multi-label classification
Qinghua Wu, Haihui Wang, Xuesong Yan, Xiaobo Liu
Ontology semantic integration based on convolutional neural network
Yang Feng, Lidan Fan
RETRACTED ARTICLE: Machine learning in explaining nonprofit organizations’ participation: a driving factors analysis approach
Zhanxue Gong, Xiyuan Li, Jiawen Liu, Yeming Gong
A collaborative filtering recommendation algorithm based on information theory and bi-clustering
Mingyang Jiang, Zhifeng Zhang, Jingqing Jiang, Qinghu Wang, Zhili Pei
Construction of artificial neural network economic forecasting model based on the consideration of state transition diagram
Xiaofang Luo
Prediction of pK(a) values of neutral and alkaline drugs with particle swarm optimization algorithm and artificial neural network
Bingsheng Chen, Huaijin Zhang, Mengshan Li
Regional economic development coordination management system based on fuzzy hierarchical statistical model
Yunfu Xu, Aiya Li
A collaborative filtering algorithm based on correlation coefficient
Bo Hong, Mengchen Yu
Unsupervised learning low-rank tensor from incomplete and grossly corrupted data
Zhijun Meng, Yaoming Zhou, Yongjia Zhao
Three-dimensional dynamic monitoring of environmental cost based on state-space model
Shuai Liu, Sicheng Li
A non-intrusive load decomposition algorithm for residents
Yuan-Jia Ma, Ming-Yue Zhai
Financial credit risk prediction in internet finance driven by machine learning
Xiaomeng Ma, Shuliang Lv
DEA efficiency prediction based on IG–SVM
Quan Zhang, Chengjun Wang
A neural-network enhanced modeling method for real-time evaluation of the temperature distribution in a data center
Qiu Fang, Zhe Li, Yaonan Wang, Mengxuan Song, Jun Wang
Fecal coliform predictive model using genetic algorithm-based radial basis function neural networks (GA-RBFNNs)
Sai Prasanth Duvvuri, Jagadeesh Anmala
Comparison of adaptive neuro-fuzzy inference system and recurrent neural network in vertical total electron content forecasting
Dinibel Pérez Bello, María P. Natali, Amalia Meza
Adaptive differential search algorithm with multi-strategies for global optimization problems
Xianghua Chu, Da Gao, Jiansheng Chen, Jianshuang Cui, Can Cui, Su Xiu Xu, Quande Qin
Analysis of computational techniques for diabetes diagnosis using the combination of iris-based features and physiological parameters
Piyush Samant, Ravinder Agarwal
Surface EMG signals and deep transfer learning-based physical action classification
Fatih Demir, Varun Bajaj, Melih C. Ince, Sachin Taran, Abdulkadir Şengür
Neuro-fuzzy-wavelet hybrid approach to estimate the future trends of river water quality
Kulwinder Singh Parmar, Sidhu Jitendra Singh Makkhan, Sachin Kaushal
Augmented sentiment representation by learning context information
Hu Han, Xuxu Bai, Ping Li
Deep learning for spoken language identification: Can we visualize speech signal patterns?
Himadri Mukherjee, Subhankar Ghosh, Shibaprasad Sen, Obaidullah Sk Md, K. C. Santosh, Santanu Phadikar, Kaushik Roy
Gaussian process regression-based forecasting model of dam deformation
Chaoning Lin, Tongchun Li, Siyu Chen, Xiaoqing Liu, Chuan Lin, Siling Liang
A motion classification model with improved robustness through deformation code integration
Lei Xia, Jiancheng Lv, Dongbo Liu
Feature covariance matrix-based dynamic hand gesture recognition
Linpu Fang, Guile Wu, Wenxiong Kang, Qiuxia Wu, Zhiyong Wang, David Dagan Feng
Hybridization of two metaheuristics for solving the combined economic and emission dispatch problem
Yamina Ahlem Gherbi, Fatiha Lakdja, Hamid Bouzeboudja, Fatima Zohra Gherbi
Core log integration: a hybrid intelligent data-driven solution to improve elastic parameter prediction
Zeeshan Tariq, Mohamed Mahmoud, Abdulazeez Abdulraheem
A hybrid framework for smile detection in class imbalance scenarios
Thanh Vo, Trang Nguyen, C. T. Le
Multi-objective multi-item fixed-charge solid transportation problem under twofold uncertainty
Sankar Kumar Roy, Sudipta Midya, Gerhard-Wilhelm Weber
Signal discrimination using category-preserving bag-of-words model for condition monitoring
Yu-Hsiang Hsiao
Summarization of legal judgments using gravitational search algorithm
Ambedkar Kanapala, Srikanth Jannu, Rajendra Pamula
Expansion prediction of alkali aggregate reactivity-affected concrete structures using a hybrid soft computing method
Yang Yu, Chunwei Zhang, Xiaoyu Gu, Yifei Cui
Presentation of a new hybrid approach for forecasting economic growth using artificial intelligence approaches
Mohsen Ahmadi, Saeid Jafarzadeh-Ghoushchi, Rahim Taghizadeh, Abbas Sharifi
A random-weighted plane-Gaussian artificial neural network
Xubing Yang, Hongxin Yang, Fuquan Zhang, Xijian Fan, Qiaolin Ye, Zhe Feng
Multi-objective optimization for MQL-assisted end milling operation: an intelligent hybrid strategy combining GEP and NTOPSIS
Binayak Sen, Mozammel Mia, Uttam Kumar Mandal, Bapi Dutta, Sankar Prasad Mondal
Delayed impulsive control for exponential synchronization of stochastic reaction–diffusion neural networks with time-varying delays using general integral inequalities
S. Dharani, P. Balasubramaniam
Superpixels for large dataset subspace clustering
Kewei Tang, Zhixun Su, Wei Jiang, Jie Zhang
Signature verification approach using fusion of hybrid texture features
Ankan Kumar Bhunia, Alireza Alaei, Partha Pratim Roy
Plant disease recognition using fractional-order Zernike moments and SVM classifier
Parminder Kaur, Husanbir Singh Pannu, Avleen Kaur Malhi
Derivation of personalized numerical scales from distribution linguistic preference relations: an expected consistency-based goal programming approach
Xiaoan Tang, Qiang Zhang, Zhanglin Peng, Shanlin Yang, Witold Pedrycz
Single- and multi-objective optimal power flow frameworks using Jaya optimization technique
Salma Abd El-Sattar, Salah Kamel, Ragab A. El Sehiemy, Francisco Jurado, Juan Yu
A hybrid bat–swarm algorithm for optimizing dam and reservoir operation
Zaher Mundher Yaseen, Mohammed Falah Allawi, Hojat Karami, Mohammad Ehteram, Saeed Farzin, Ali Najah Ahmed, Suhana Binti Koting, Nuruol Syuhadaa Mohd, Wan Zurina Binti Jaafar, Haitham Abdulmohsin Afan, Ahmed El-Shafie
Predictive modelling of the higher heating value in biomass torrefaction for the energy treatment process using machine-learning techniques
P. J. García Nieto, E. García-Gonzalo, J. P. Paredes-Sánchez, A. Bernardo Sánchez, M. Menéndez Fernández
Salp swarm algorithm-based model predictive controller for frequency regulation of solar integrated power system
Amita Singh, Veena Sharma
A versatile hardware/software platform for personalized driver assistance based on online sequential extreme learning machines
Inés del Campo, Victoria Martínez, Javier Echanobe, Estibalitz Asua, Raúl Finker, Koldo Basterretxea
Maize leaf disease classification using deep convolutional neural networks
Ramar Ahila Priyadharshini, Selvaraj Arivazhagan, Madakannu Arun, Annamalai Mirnalini
Multi-criteria decision-making with probabilistic hesitant fuzzy information based on expected multiplicative consistency
Jian Li, Jian-qiang Wang
Belief structure-based induced aggregation operators in decision making with hesitant fuzzy information
Xihua Li, Xiaohong Chen
Dilated residual attention network for load disaggregation
Min Xia, Wan’an Liu, Yiqing Xu, Ke Wang, Xu Zhang
Transfer learning-based convolutional neural networks with heuristic optimization for hand gesture recognition
Tayyip Ozcan, Alper Basturk
Text emotion detection in social networks using a novel ensemble classifier based on Parzen Tree Estimator (TPE)
Fereshteh Ghanbari-Adivi, Mohammad Mosleh
Artificial neural network approaches for modeling absorption spectrum of nanowire solar cells
Samaneh Hamedi, Zoheir Kordrostami, Ali Yadollahi
Convolutional neural network for spectral–spatial classification of hyperspectral images
Hongmin Gao, Yao Yang, Chenming Li, Xiaoke Zhang, Jia Zhao, Dan Yao
A novel feature extraction method for machine learning based on surface electromyography from healthy brain
Gongfa Li, Jiahan Li, Zhaojie Ju, Ying Sun, Jianyi Kong
Regression trees modeling of time series for air pollution analysis and forecasting
Snezhana Georgieva Gocheva-Ilieva, Desislava Stoyanova Voynikova, Maya Plamenova Stoimenova, Atanas Valev Ivanov, Iliycho Petkov Iliev
Novel applications of intelligent computing paradigms for the analysis of nonlinear reactive transport model of the fluid in soft tissues and microvessels
Iftikhar Ahmad, Hira Ilyas, Aysha Urooj, Muhammad Saeed Aslam, Muhammad Shoaib, Muhammad Asif Zahoor Raja
Emotional sentiment analysis for a group of people based on transfer learning with a multi-modal system
Vivek Singh Bawa, Vinay Kumar
Mathematical programming and three metaheuristic algorithms for a bi-objective supply chain scheduling problem
Hamid Zarei, Morteza Rasti-Barzoki
Mathematical models and migrating birds optimization for robotic U-shaped assembly line balancing problem
Zixiang Li, Mukund Nilakantan Janardhanan, Amira S. Ashour, Nilanjan Dey
An input information enhanced model for relation extraction
Ming Lei, Heyan Huang, Chong Feng, Yang Gao, Chao Su
High-impedance fault detection in medium-voltage distribution network using computational intelligence-based classifiers
Veerapandiyan Veerasamy, Noor Izzri Abdul Wahab, Rajeswari Ramachandran, Mariammal Thirumeni, Chitra Subramanian, Mohammad Lutfi Othman, Hashim Hizam
Sensitivity analysis of parameters affecting scour depth around bridge piers based on the non-tuned, rapid extreme learning machine method
Isa Ebtehaj, Hossein Bonakdari, Amir Hossein Zaji, Hassan Sharafi
Introducing an expert system for prediction of soccer player ranking using ensemble learning
Reza Maanijou, Seyed Abolghasem Mirroshandel
Transfer deep feature learning for face sketch recognition
Weiguo Wan, Yongbin Gao, Hyo Jong Lee
Learning sampling distribution for motion planning with local reconstruction-based self-organizing incremental neural network
Chongkun Xia, Yunzhou Zhang, I-Ming Chen
Hybrid N-gram model using Naïve Bayes for classification of political sentiments on Twitter
Jamilu Awwalu, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub
A novel application of kernel adaptive filtering algorithms for attenuation of noise interferences
Muhammad Asif Zahoor Raja, Naveed Ishtiaq Chaudhary, Zaheer Ahmed, Ata Ur Rehman, Muhammad Saeed Aslam
Evaluating generalization through interval-based neural network inversion
Stavros P. Adam, Aristidis C. Likas, Michael N. Vrahatis
MSDFL: a robust minimal hardware low-cost device-free WLAN localization system
Xinping Rao, Zhi Li
Intermittent pinning synchronization of reaction–diffusion neural networks with multiple spatial diffusion couplings
Xiaona Song, Mi Wang, Shuai Song, Zhen Wang
Context-aware attention network for image recognition
Jiaxu Leng, Ying Liu, Shang Chen
A classification model of railway fasteners based on computer vision
Yang Ou, Jianqiao Luo, Bailin Li, Biao He
Usage of autoencoders and Siamese networks for online handwritten signature verification
Kian Ahrabian, Bagher BabaAli
FuzzyEn-based features in FrFT-WPT domain for epileptic seizure detection
Mingyang Li, Wanzhong Chen, Tao Zhang
Real-time Yoga recognition using deep learning
Santosh Kumar Yadav, Amitojdeep Singh, Abhishek Gupta, Jagdish Lal Raheja