Issue 14/2022
Special Issue on Healthcare Analytics (pp.11255/ 11490)
Content (58 Articles)
An IoT-based smart healthcare system to detect dysphonia
Zulfiqar Ali, Muhammad Imran, Muhammad Shoaib
The monarch butterfly optimization algorithm for solving feature selection problems
Mohammed Alweshah, Saleh Al Khalaileh, Brij B. Gupta, Ammar Almomani, Abdelaziz I. Hammouri, Mohammed Azmi Al-Betar
A deep learning system for health care IoT and smartphone malware detection
Muhammad Amin, Duri Shehwar, Abrar Ullah, Teresa Guarda, Tamleek Ali Tanveer, Sajid Anwar
Global research on artificial intelligence-enhanced human electroencephalogram analysis
Xieling Chen, Xiaohui Tao, Fu Lee Wang, Haoran Xie
Data-driven mechanism based on fuzzy Lagrangian twin parametric-margin support vector machine for biomedical data analysis
Deepak Gupta, Parashjyoti Borah, Usha Mary Sharma, Mukesh Prasad
A novel explainable machine learning approach for EEG-based brain-computer interface systems
Cosimo Ieracitano, Nadia Mammone, Amir Hussain, Francesco Carlo Morabito
A fuzzy rule-based efficient hospital bed management approach for coronavirus disease-19 infected patients
Kalyan Kumar Jena, Sourav Kumar Bhoi, Mukesh Prasad, Deepak Puthal
Convolutional neural network-based models for diagnosis of breast cancer
Mehedi Masud, Amr E. Eldin Rashed, M. Shamim Hossain
Beyond traditional approaches: a partial directed coherence with graph theory-based mental load assessment using EEG modality
Moona Mazher, Abdul Qayyum, Iftikhar Ahmad, Madini O. Alassafi
A fuzzy universum least squares twin support vector machine (FULSTSVM)
B. Richhariya, M. Tanveer
Efficient deep learning approach for augmented detection of Coronavirus disease
Ahmed Sedik, Mohamed Hammad, Fathi E. Abd El-Samie, Brij B. Gupta, Ahmed A. Abd El-Latif
CircNet: an encoder–decoder-based convolution neural network (CNN) for circular RNA identification
Marco Stricker, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed
A novel binary chaotic genetic algorithm for feature selection and its utility in affective computing and healthcare
Madiha Tahir, Abdallah Tubaishat, Feras Al-Obeidat, Babar Shah, Zahid Halim, Muhammad Waqas
Blockchain for healthcare data management: opportunities, challenges, and future recommendations
Ibrar Yaqoob, Khaled Salah, Raja Jayaraman, Yousof Al-Hammadi
MNSSp3: Medical big data privacy protection platform based on Internet of things
Xiang Wu, Yongting Zhang, Aming Wang, Minyu Shi, Huanhuan Wang, Lian Liu
Research on covert communication channel based on modulation of common compressed speech codec
Fufang Li, Binbin Li, Yongfeng Huang, Yuanyong Feng, Lingxi Peng, Naqin Zhou
A novel grey Bass extended model considering price factors for the demand forecasting of European new energy vehicles
Xue Li, Xinping Xiao, Huan Guo
Navier–stokes Generative Adversarial Network: a physics-informed deep learning model for fluid flow generation
Pin Wu, Kaikai Pan, Lulu Ji, Siquan Gong, Weibing Feng, Wenyan Yuan, Christopher Pain
Enhancement and segmentation of medical images through pythagorean fuzzy sets-An innovative approach
R. Premalatha, P. Dhanalakshmi
Zero root-mean-square error for single- and double-diode photovoltaic models parameter determination
Hussein Mohammed Ridha, Hashim Hizam, Seyedali Mirjalili, Mohammad Lutfi Othman, Mohammad Effendy Ya’acob
A novel deep ordinal classification approach for aesthetic quality control classification
Riccardo Rosati, Luca Romeo, Víctor Manuel Vargas, Pedro Antonio Gutiérrez, César Hervás-Martínez, Emanuele Frontoni
Multi-agent learning algorithms for content placement in cache-enabled small cell networks: 4G and 5G use cases
Zahra Rashidi, Vesal Hakami, Parmida Geranmayeh, Sara Rajaee
ZoKa: a fake news detection method using edge-weighted graph attention network with transfer models
Emrah Inan
Deep GraphSAGE-based recommendation system: jumping knowledge connections with ordinal aggregation network
Driss El Alaoui, Jamal Riffi, Abdelouahed Sabri, Badraddine Aghoutane, Ali Yahyaouy, Hamid Tairi
AI-based user authentication reinforcement by continuous extraction of behavioral interaction features
Daniel Garabato, Carlos Dafonte, Raúl Santoveña, Arturo Silvelo, Francisco J. Nóvoa, Minia Manteiga
Reference modification for trajectory tracking using hybrid offline and online neural networks learning
Jiangang Li, Youhua Huang, Ganggang Zhong, Yanan Li
Clustering uncertain graphs using ant colony optimization (ACO)
Syed Fawad Hussain, Ifra Arif Butt, Muhammad Hanif, Sajid Anwar
An interpretable CNN model for classification of partial discharge waveforms in 3D-printed dielectric samples with different void sizes
Sara Mantach, Puneet Gill, Derek R. Oliver, Ahmed Ashraf, Behzad Kordi
Propension to customer churn in a financial institution: a machine learning approach
Renato Alexandre de Lima Lemos, Thiago Christiano Silva, Benjamin Miranda Tabak
Self-adaptive differential evolution with Gaussian–Cauchy mutation for large-scale CHP economic dispatch problem
Xu Chen, Anning Shen
TF-SOD: a novel transformer framework for salient object detection
Zhenyu Wang, Yunzhou Zhang, Yan Liu, Zhuo Wang, Sonya Coleman, Dermot Kerr
Brain tumor segmentation using river formation dynamics and active contour model in magnetic resonance images
Jyotika Pruthi, Shaveta Arora, Kavita Khanna
Person Re-identification with pose variation aware data augmentation
Lei Zhang, Na Jiang, Qishuai Diao, Zhong Zhou, Wei Wu
Mutually improved dense retriever and GNN-based reader for arbitrary-hop open-domain question answering
Ronghan Li, Lifang Wang, Zejun Jiang, Zhongtian Hu, Meng Zhao, Xinyu Lu
Annual dilated convolution neural network for newbuilding ship prices forecasting
Ruobin Gao, Jiahui Liu, Xiwen Bai, Kum Fai Yuen
An efficient combination of quadruple biomarkers in binary classification using ensemble machine learning technique for early onset of Alzheimer disease
Rashmi Kumari, Akriti Nigam, Shashank Pushkar
DSLN: Dual-tutor student learning network for multiracial glaucoma detection
Yanfei Guo, Yanjun Peng, Jindong Sun, Dapeng Li, Bin Zhang
A new hybrid algorithm based on golden eagle optimizer and grey wolf optimizer for 3D path planning of multiple UAVs in power inspection
Ji-Xiang Lv, Li-Jun Yan, Shu-Chuan Chu, Zhi-Ming Cai, Jeng-Shyang Pan, Xian-Kang He, Jian-Kai Xue
A new stochastic multi-objective framework for the reactive power market considering plug-in electric vehicles using a novel metaheuristic approach
Hossein Jafari Siahroodi, Hamed Mojallali, Seyed Saeid Mohtavipour
Intuitionistic fuzzy inference system with weighted comprehensive evaluation considering standard deviation-cosine entropy: a fused forecasting model
Herrini Mohd Pauzi, Lazim Abdullah
Res2Unet: A multi-scale channel attention network for retinal vessel segmentation
Xuejian Li, Jiaqi Ding, Jijun Tang, Fei Guo
RESC: REfine the SCore with adaptive transformer head for end-to-end object detection
Honglie Wang, Rong Jiang, Jian Xu, Shouqian Sun
Binary cross-entropy with dynamical clipping
Petr Hurtik, Stefania Tomasiello, Jan Hula, David Hynar
Application of boundary-fitted convolutional neural network to simulate non-Newtonian fluid flow behavior in eccentric annulus
Abhishek Kumar, Syahrir Ridha, Suhaib Umer Ilyas, Iskandar Dzulkarnain, Agus Pratama
Toward robust and adaptive pedestrian monitoring using CSI: design, implementation, and evaluation
Jialai Liu, Kai Liu, Feiyu Jin, Liangyi Gong
Evading behavioral classifiers: a comprehensive analysis on evading ransomware detection techniques
Fabio De Gaspari, Dorjan Hitaj, Giulio Pagnotta, Lorenzo De Carli, Luigi V. Mancini
A bagging-based surrogate-assisted evolutionary algorithm for expensive multi-objective optimization
Yuanchao Liu, Jianchang Liu, Shubin Tan, Yongkuan Yang, Fei Li
Efficient palmprint biometric identification systems using deep learning and feature selection methods
Selma Trabelsi, Djamel Samai, Fadi Dornaika, Azeddine Benlamoudi, Khaled Bensid, Abdelmalik Taleb-Ahmed
SELM: Siamese extreme learning machine with application to face biometrics
Wasu Kudisthalert, Kitsuchart Pasupa, Aythami Morales, Julian Fierrez
A two-stage energy management framework for optimal scheduling of multi-microgrids with generation and demand forecasting
Behzad Ashtari, Mohsen Alizadeh Bidgoli, Mojtaba Babaei, Amir Ahmarinejad
OtoXNet—automated identification of eardrum diseases from otoscope videos: a deep learning study for video-representing images
Hamidullah Binol, M. Khalid Khan Niazi, Charles Elmaraghy, Aaron C. Moberly, Metin N. Gurcan
Collaborative learning mutual network for domain adaptation in person re-identification
Chiat-Pin Tay, Kim-Hui Yap
A unified feature descriptor for generic character recognition based on zoning and histogram of gradients
M. Arun, S. Arivazhagan
Correction to: Identification of time series models using sparse Takagi–Sugeno fuzzy systems with reduced structure
Krzysztof Wiktorowicz, Tomasz Krzeszowski
Retraction Note to: Research on intelligent knowledge representation method and algorithm based on basic-element theory
Ruo Hu, Huajia Wang, Hong Xu, Hui-min Zhao