Showing 1 - 10 of 21
Effectively managing food supply chains is critical for ensuring food security and safety. Identifying and prioritizing the criteria affecting food supply chain performance is imperative to manage uncertainty and avoid undesirable consequences in Supply Chain Management (SCM). This study aims to...
Persistent link: https://www.econbiz.de/10014434173
identify flood-affected areas with image classification. The proposed integrated approach can be used to deliver relief on a … system uses a combined convolutional neural network (CNN) and sorting algorithm. The Inception v3 and DenseNet CNN approach … classification. The Inception v3 and DenseNet architectures achieve 83% and 81% accuracy in our self-made flood level dataset …
Persistent link: https://www.econbiz.de/10014436566
Internet of Things (IoT), demonstrates an impressive performance in fast-forward development. Intrusion Detection System (IDS …, we use majority voting to choose the final result of the classification. In the second phase, we pass those data which …
Persistent link: https://www.econbiz.de/10014436765
assess their severity. This study proposes a cybersecurity risk quantification and classification framework, addressing a …
Persistent link: https://www.econbiz.de/10014532382
portals on social media. Seven classification algorithms of Gradient Boosting, Random Forest, K-Nearest Neighbour, Logistic … Regression, Neural Network, Support Vector Machine, and Naïve Bayes are used to build the classification model. In addition, four … combinations of the above-mentioned methods are used to construct an ensemble learning classification model. The performance …
Persistent link: https://www.econbiz.de/10014532451
, distortions, and poor decisions. The presence of missing values in data introduces inaccuracies in clustering and classification …. Furthermore, the study examines the impact of imputed values on classification algorithms, including k-Nearest Neighbors (kNN …
Persistent link: https://www.econbiz.de/10014532502
Factors Analysis and Classification System (HFACS) to investigate whether the AI agent is capable of conducting aviation … sociotechnical ecosystem. Machine Learning (ML) models are capable and could excel on accident report classification tasks within the …
Persistent link: https://www.econbiz.de/10014533231
Breast cancer is a disease characterised by abnormal cell growth in the breast, with various types and unique characteristics depending on the malignant cells involved. It predominantly affects women, and researchers in the field of clinical sciences are increasingly interested in leveraging...
Persistent link: https://www.econbiz.de/10014543779
People with Parkinson's Disease (PD) might struggle with sadness, restlessness, or difficulty speaking, chewing, or swallowing. A diagnosis can be challenging because there is no specific PD test. It is diagnosed by doctors using a neurological exam and a medical history. This study proposes...
Persistent link: https://www.econbiz.de/10014543815
. This research explores content classification through methods such as sentiment analysis, keyword extraction and topic …
Persistent link: https://www.econbiz.de/10014543863