AIMC Topic: Resource Allocation

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Advanced Deep Learning for Resource Allocation and Security Aware Data Offloading in Industrial Mobile Edge Computing.

Big data Mar 2, 2021
The Internet of Things (IoT) is permeating our daily lives through continuous environmental monitoring and data collection. The promise of low latency communication, enhanced security, and efficient bandwidth utilization lead to the shift from mobile...
Computer Security Cloud Computing Resource Allocation Algorithms Deep Learning
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Artificial intelligence in trauma systems.

Surgery Sep 10, 2020
Local trauma care and regional trauma systems are data-rich environments that are amenable to machine learning, artificial intelligence, and big-data analysis mechanisms to improve timely access to care, to measure outcomes, and to improve quality of...
Decision Making, Organizational Trauma Centers Resource Allocation Health Services Accessibility Outcome Assessment, Health Care Humans Regional Health Planning Big Data Machine Learning Forecasting United States
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Validation of a Machine Learning Model to Predict Childhood Lead Poisoning.

JAMA network open Sep 1, 2020
IMPORTANCE: Childhood lead poisoning causes irreversible neurobehavioral deficits, but current practice is secondary prevention.
Humans Machine Learning Risk Assessment Child, Preschool Logistic Models Sensitivity and Specificity Male Female United States Preventive Health Services Health Care Rationing Lead Poisoning Resource Allocation
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Allocation of Flood Drainage Rights Based on the PSR Model and Pythagoras Fuzzy TOPSIS Method.

International journal of environmental research and public health Aug 11, 2020
To minimize losses caused by flooding of areas in a river basin, flood risk management may sacrifice the interests of some areas. Because of regional differences in natural and urban conditions, rankings of the urgencies of flood drainage rights allo...
Resource Allocation Conservation of Natural Resources Floods Cities Models, Theoretical Risk Management Rivers Fuzzy Logic Humans Water
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Supervised machine learning for source allocation of per- and polyfluoroalkyl substances (PFAS) in environmental samples.

Chemosphere Mar 25, 2020
Environmental contamination by per- and polyfluoroalkyl substances (PFAS) is widespread, because of both their decades of use, and their persistence in the environment. These factors can make identification of the source of contamination in samples a...
Resource Allocation Environmental Pollutants Fluorocarbons Neural Networks, Computer Environmental Monitoring Machine Learning Support Vector Machine
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Fuzzy programming method for multi-objective optimal allocation of sediment resources and the cooperative bargaining: a case study in Weishan irrigation area, China.

Environmental science and pollution research international Dec 27, 2019
The optimal allocation of sediment resources needs to balance three objectives including ecological, economic, and social benefits so as to realize sustainable development of sediment resources. This study aims to apply fuzzy programming and bargaini...
China Models, Theoretical Negotiating Fuzzy Logic Resource Allocation
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Effective allocation of resources in water pollution treatment alternatives: a multi-stage gray group decision-making method based on hesitant fuzzy linguistic term sets.

Environmental science and pollution research international Dec 14, 2019
With the significant economic shift, water pollution treatment has gradually become a key problem which needs to be deeply investigated for the sustainable development of China. In the face of specific water pollution incidents, multiple alternatives...
Resource Allocation Linguistics Decision Making China Environmental Restoration and Remediation Fuzzy Logic Water Pollution
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Identification and weighting of kidney allocation criteria: a novel multi-expert fuzzy method.

BMC medical informatics and decision making Sep 6, 2019
BACKGROUND: Kidney allocation is a multi-criteria and complex decision-making problem, which should also consider ethical issues in addition to the medical aspects. Leading countries in this field use a point scoring system to allocate kidneys. Hence...
Tissue and Organ Procurement Uncertainty Resource Allocation Patient Selection Iran Kidney Transplantation Humans Fuzzy Logic Algorithms Decision Making
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Large-Scale Coarse-to-Fine Object Retrieval Ontology and Deep Local Multitask Learning.

Computational intelligence and neuroscience Jul 18, 2019
Object retrieval plays an increasingly important role in video surveillance, digital marketing, e-commerce, etc. It is facing challenges such as large-scale datasets, imbalanced data, viewpoint, cluster background, and fine-grained details (attribute...
Problem Solving Computer Simulation Humans Deep Learning Resource Allocation Neural Networks, Computer Biological Ontologies
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Predictive Analysis of First Abbreviated New Drug Application Submission for New Chemical Entities Based on Machine Learning Methodology.

Clinical pharmacology and therapeutics Jun 12, 2019
Generic drug products are approved by the US Food and Drug Administration (FDA) through Abbreviated New Drug Applications (ANDAs). The ANDA review and approval involves multiple offices across the FDA. Forecasting ANDA submissions can critically info...
Drug Approval Drugs, Generic United States Resource Allocation Machine Learning Humans United States Food and Drug Administration Time Factors
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