Results 51 to 60 of about 619,082 (337)

Explainable machine learning in cybersecurity: A survey

International Journal of Intelligent Systems, Volume 37, Issue 12, Page 12305-12334, December 2022., 2022
Abstract Machine learning (ML) techniques are increasingly important in cybersecurity, as they can quickly analyse and identify different types of threats from millions of events. In spite of the increasing number of possible applications of ML, successful adoption of ML models in cybersecurity still highly relies on the explainability of those models ...
Feixue Yan, Sheng Wen, Surya Nepal, Cecile Paris, Yang Xiang   +4 more
wiley   +1 more source

Optimal reactive operation of general topology supply chain and manufacturing networks under disruptions

AIChE Journal, EarlyView.
Abstract Supply and manufacturing networks in the chemical industry involve diverse processing steps across different locations, rendering their operation vulnerable to disruptions from unplanned events. Optimal responses should consider factors such as product allocation, delayed shipments, and price renegotiation, among other factors. In such context,
Daniel Ovalle, Joshua L. Pulsipher, Yixin Ye, Kyle Harshbarger, Scott Bury, Carl D. Laird, Ignacio E. Grossmann   +6 more
wiley   +1 more source

Big Data in Data Warehouses [PDF]

The Future of Information Sciences, 2015
The amount of data grows every day. Along with that, new challanges and needs appear. We wonder how to collect and process this enormous amount of data and to get the information we need for bussiness management. Tools and technologies for that task should be scalable, distributed and with high bandwidth so we can quickly get to the information we want.
Danijela Jakšić, Patrizia Poščić, Tomislav Šubić   +2 more
openaire   +2 more sources

AInsectID Version 1.1: An Insect Species Identification Software Based on the Transfer Learning of Deep Convolutional Neural Networks

Advanced Intelligent Discovery, EarlyView.
This paper describes the basis for AInsectID Version 1, a GUI‐operable open‐source insect species identification, color processing, and image analysis software. This paper discusses our methods of algorithmic development, coupled to rigorous machine training used to enable high levels of validation accuracy.
Haleema Sadia, Parvez Alam
wiley   +1 more source

Real‐Time Motion Generation for Robot Manipulators in Complex Dynamic Environments

Advanced Intelligent Systems, EarlyView.
A motion generation method for robot manipulators in complex dynamic environments is presented. The method integrates global motion planning with local obstacle avoidance, ensuring continuous movement toward dynamically measured target poses. An online distance calculation algorithm is developed, and a collision‐free motion generator is proposed that ...
Tianyu Zhang, Hongguang Wang, Peng Lv, Xin'an Pan, Daqian Wang, Bingbing Yuan, Huiyang Yu   +6 more
wiley   +1 more source

Real‐world impact of a subsidy decision of sofosbuvir–velpatasvir for treatment of chronic hepatitis C on clinical practice and patient outcomes

JGH Open, Volume 7, Issue 1, Page 48-54, January 2023., 2023
Sofosbuvir–velpatasvir was recommended for subsidy to treat chronic hepatitis C in Singapore in 2018, following which utilization trends and prescribing patterns were assessed using aggregated drug utilization data from public hospitals' dispensing systems and clinical data from the national electronic health record database.
Chee‐Kiat Tan, Xue‐Shi Luo, Benjamin Shao‐Kiat Ong, Liang Lin, Kwong‐Hoe Ng   +4 more
wiley   +1 more source

Experiences of women farmworkers in Michigan: Perspectives from the Michigan Farmworker Project

American Journal of Community Psychology, EarlyView.
Abstract Agricultural work presents significant physical and social challenges globally and in the United States, with women farmworkers facing unique risks that remain underexplored. This study examines the social and occupational hazards confronted by women farmworkers in Michigan using data from the Michigan Farmworker Project.
Alexis J. Handal, Lisbeth Iglesias‐Rios, Mislael A. Valentín‐Cortés, Marie S. O'Neill   +3 more
wiley   +1 more source

Elaboration d'entrepôts de données complexes [PDF]

congr\`es INFormatique des ORganisations et Syst\`emes d'Information et de D\'ecision - INFORSID'00, Lyon : France (2000), 2010
In this paper, we study the data warehouse modelling used in decision support systems. We provide an object-oriented data warehouse model allowing data warehouse description as a central repository of relevant, complex and temporal data. Our model integrates three concepts such as warehouse object, environment and warehouse class. Each warehouse object
arxiv  

Database Vs Data Warehouse [PDF]

Informatică economică, 2007
Data warehouse technology includes a set of concepts and methods that offer the users useful information for decision making. The necessity to build a data warehouse arises from the necessity to improve the quality of information in the organization. The
doaj  

Evaluating a healthcare data warehouse for cancer diseases [PDF]

arXiv, 2013
This paper presents the evaluation of the architecture of healthcare data warehouse specific to cancer diseases. This data warehouse containing relevant cancer medical information and patient data. The data warehouse provides the source for all current and historical health data to help executive manager and doctors to improve the decision making ...
arxiv