Ausgabe 1/2024
Special Issue on Improving Healthcare outcomes using Multimedia Big Data Analytics (pp. 1-257) / Regular papers (pp. 259-521)
Inhalt (35 Artikel)
A statistical approach to secure health care services from DDoS attacks during COVID-19 pandemic
Zhili Zhou, Akshat Gaurav, B. B. Gupta, Hedi Hamdi, Nadia Nedjah
A threat intelligence framework for protecting smart satellite-based healthcare networks
Muna Al-Hawawreh, Nour Moustafa, Jill Slay
Intelligent fusion-assisted skin lesion localization and classification for smart healthcare
Muhammad Attique Khan, Khan Muhammad, Muhammad Sharif, Tallha Akram, Seifedine Kadry
Brain age prediction using improved twin SVR
M. A. Ganaie, M. Tanveer, Iman Beheshti
An effective machine learning-based model for the prediction of protein–protein interaction sites in health systems
Muhammad Tahir, Fazlullah Khan, Maqsood Hayat, Mohammad Dahman Alshehri
An FCN-LSTM model for neurological status detection from non-invasive multivariate sensor data
Sarfaraz Masood, Rafiuddin Khan, Ahmed A. Abd El-Latif, Musheer Ahmad
M3BTCNet: multi model brain tumor classification using metaheuristic deep neural network features optimization
Muhammad Irfan Sharif, Jian Ping Li, Muhammad Attique Khan, Seifedine Kadry, Usman Tariq
Tuberculosis detection in chest radiograph using convolutional neural network architecture and explainable artificial intelligence
Saad I. Nafisah, Ghulam Muhammad
An algorithm for overlapping chromosome segmentation based on region selection
Xiangbin Liu, Sisi Wang, Jerry Chun-Wei Lin, Shuai Liu
Tear film breakup time-based dry eye disease detection using convolutional neural network
Aditi Haresh Vyas, Mayuri A. Mehta, Ketan Kotecha, Sharnil Pandya, Mamoun Alazab, Thippa Reddy Gadekallu
EEG signal classification using improved intuitionistic fuzzy twin support vector machines
M. A. Ganaie, Anuradha Kumari, A. K. Malik, M. Tanveer
Machine learning techniques for CT imaging diagnosis of novel coronavirus pneumonia: a review
Jingjing Chen, Yixiao Li, Lingling Guo, Xiaokang Zhou, Yihan Zhu, Qingfeng He, Haijun Han, Qilong Feng
MethEvo: an accurate evolutionary information-based methylation site predictor
Sadia Islam, Shafayat Bin Shabbir Mugdha, Shubhashis Roy Dipta, MD. Easin Arafat, Swakkhar Shatabda, Hamid Alinejad-Rokny, Iman Dehzangi
Motor imagery classification using sparse nonnegative matrix factorization and convolutional neural networks
Poonam Chaudhary, Yash Vardhan Varshney, Gautam Srivastava, Surbhi Bhatia
Utilization of big data classification models in digitally enhanced optical coherence tomography for medical diagnostics
Priti Bansal, Nipun Harjai, Mohammad Saif, Saahil Hussain Mugloo, Preeti Kaur
FC-SEEDA: fog computing-based secure and energy efficient data aggregation scheme for Internet of healthcare Things
Chinmay Chakraborty, Soufiene Ben Othman, Faris A. Almalki, Hedi Sakli
An efficient confusing choices decoupling framework for multi-choice tasks over texts
Yingyao Wang, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He, Conghui Zhu, Tiejun Zhao
Hierarchical multi-agent reinforcement learning for cooperative tasks with sparse rewards in continuous domain
Jingyu Cao, Lu Dong, Xin Yuan, Yuanda Wang, Changyin Sun
Defense against adversarial attacks via textual embeddings based on semantic associative field
Jiacheng Huang, Long Chen
Document-level multi-task learning approach based on coreference-aware dynamic heterogeneous graph network for event extraction
Ze Chen, Wanting Ji, Linlin Ding, Baoyan Song
Hierarchical reinforcement learning for kinematic control tasks with parameterized action spaces
Jingyu Cao, Lu Dong, Changyin Sun
Handwritten Bangla character recognition using convolutional neural networks: a comparative study and new lightweight model
Md. Nahidul Islam Opu, Md. Ekramul Hossain, Muhammad Ashad Kabir
Adaptive recurrent neural network intelligent sliding mode control of permanent magnet linear synchronous motor
Xin Fang, Limei Wang, Kang Zhang
Prediction of daily average seawater temperature using data-driven and deep learning algorithms
Arif Ozbek
An approach for classifying ceramic tile defects based on a two-dimensional Genetic CNN algorithm
Nhat-To Huynh
Enhancing quality of pose-varied face restoration with local weak feature sensing and GAN prior
Kai Hu, Yu Liu, Renhe Liu, Wei Lu, Gang Yu, Bin Fu
Enhancing aerial robots performance through robust hybrid control and metaheuristic optimization of controller parameters
Yunes Sh. Alqudsi, Radhwan A. A. Saleh, Murat Makaraci, H. Metin Ertunç
Projection neural networks with finite-time and fixed-time convergence for sparse signal reconstruction
Jing Xu, Chuandong Li, Xing He, Xiaoyu Zhang
Fixed-time convergent RNNs with logarithmic settling time for time-variant quadratic programming solving with application to repetitive motion planning
Xing Li, Liming Wang, Guomin Zhong, Mingxuan Sun
Multimodal multi-objective optimization based on local optimal neighborhood crowding distance differential evolution algorithm
Qinghua Gu, Yifan Peng, Qian Wang, Song Jiang
Finite-time and pinning synchronization of multi-weighted delayed coupled Cohen–Grossberg neural networks
Yanli Huang, Qing Hao
Comparing explanations in RL
Britt Davis Pierson, Dustin Arendt, John Miller, Matthew E. Taylor
Correction to: Scarce data driven deep learning of drones via generalized data distribution space
Chen Li, Schyler C. Sun, Zhuangkun Wei, Antonios Tsourdos, Weisi Guo
Correction to: Novel neural adaptive terminal sliding mode control for TCP network systems with arbitrary convergence time
Xuelei Qi, Chen Li, Bao Chen, Wei Ni, Hongjun Ma
Correction to: Nonlinear feature selection using sparsity-promoted centroid-encoder
Tomojit Ghosh, Michael Kirby