Results 1 to 10 of about 23,530,343 (331)
Frontiers in Oncology, 2022 As one of the most common cancers of the digestive system, colon cancer is a predominant cause of cancer-related deaths worldwide. To investigate prognostic genes in the tumor microenvironment of colon cancer, we collected 461 colon adenocarcinoma (COAD)
Jinyang Liu +8 more
doaj +1 more source
Journal of Cloud Computing: Advances, Systems and Applications, 2022 Cloud computing has emerged as a promising paradigm for meeting the growing resource demands of Internet of Things (IoT) devices. Meanwhile, with the popularity of mobile aerial base stations, Unmanned Aerial Vehicle (UAV) assisted cloud computing is ...
Yu Zhou +4 more
doaj +1 more source
Applied Sciences, 2021 In many application domains such as medicine, information retrieval, cybersecurity, social media, etc., datasets used for inducing classification models often have an unequal distribution of the instances of each class.
Mohamed S. Kraiem +2 more
doaj +1 more source
Joint DNN partitioning and task offloading in mobile edge computing via deep reinforcement learning
Journal of Cloud Computing: Advances, Systems and Applications, 2023 As Artificial Intelligence (AI) becomes increasingly prevalent, Deep Neural Networks (DNNs) have become a crucial tool for developing and advancing AI applications.
Jianbing Zhang +3 more
doaj +1 more source
Data mining in clinical big data: the frequently used databases, steps, and methodological models
Military Medical Research, 2021 Many high quality studies have emerged from public databases, such as Surveillance, Epidemiology, and End Results (SEER), National Health and Nutrition Examination Survey (NHANES), The Cancer Genome Atlas (TCGA), and Medical Information Mart for ...
Wen-Tao Wu +6 more
semanticscholar +1 more source
CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories
IEEE Transactions on Knowledge and Data Engineering, 2021 CRISP-DM(CRoss-Industry Standard Process for Data Mining) has its origins in the second half of the nineties and is thus about two decades old. According to many surveys and user polls it is still the de facto standard for developing data mining and ...
Fernando Martínez-Plumed +7 more
semanticscholar +1 more source
Spearheading future omics analyses using dyngen, a multi-modal simulator of single cells
Nature Communications, 2021 To benchmark single cell bioinformatics tools, data simulators can provide a robust ground truth. Here the authors present dyngen, a multi-modal simulator, and apply it to aligning cell developmental trajectories, cell-specific regulatory network ...
Robrecht Cannoodt +3 more
doaj +1 more source
An intelligent approach of task offloading for dependent services in Mobile Edge Computing
Journal of Cloud Computing: Advances, Systems and Applications, 2023 With the growing popularity of Internet of Things (IoT), Mobile Edge Computing (MEC) has emerged for reducing the heavy workload at the multi-cloud core network by deploying computing and storage resources at the edge of network close to users.
Jie Chen, Yajing Leng, Jiwei Huang
doaj +1 more source
Journal of King Saud University: Computer and Information Sciences, 2020 Detecting the articles which consist of protein–protein interactions (PPI) is a significant step in biological information extraction. In this paper, we present a hybrid text classification (TC) method to identify protein–protein interaction articles ...
Sabenabanu Abdulkadhar +2 more
doaj +1 more source
Scientific Reports, 2022 Individual daily travel activities (e.g., work, eating) are identified with various machine learning models (e.g., Bayesian Network, Random Forest) for understanding people’s frequent travel purposes.
Xinyi Liu +3 more
doaj +1 more source