AIMC Topic: Machine Learning

Clear Filters Showing 20731 to 20740 of 34417 articles

Development of a Prediction Model for Demolition Waste Generation Using a Random Forest Algorithm Based on Small DataSets.

International journal of environmental research and public health Sep 24, 2020
Recently, artificial intelligence (AI) technologies have been employed to predict construction and demolition (C&D) waste generation. However, most studies have used machine learning models with continuous data input variables, applying algorithms, s...
Construction Industry Solid Waste Neural Networks, Computer Machine Learning Algorithms Artificial Intelligence Support Vector Machine
View on PubMed DOI

Machine learning and dengue forecasting: Comparing random forests and artificial neural networks for predicting dengue burden at national and sub-national scales in Colombia.

PLoS neglected tropical diseases Sep 24, 2020
The robust estimate and forecast capability of random forests (RF) has been widely recognized, however this ensemble machine learning method has not been widely used in mosquito-borne disease forecasting. In this study, two sets of RF models were dev...
Dengue Animals Disease Outbreaks Socioeconomic Factors Colombia Aedes Dengue Virus Weather Neural Networks, Computer Machine Learning Forecasting Humans
View on PubMed DOI

Classification of estrogenic compounds by coupling high content analysis and machine learning algorithms.

PLoS computational biology Sep 24, 2020
Environmental toxicants affect human health in various ways. Of the thousands of chemicals present in the environment, those with adverse effects on the endocrine system are referred to as endocrine-disrupting chemicals (EDCs). Here, we focused on a ...
Receptors, Estrogen Algorithms Estrogens Cell Line Humans Machine Learning
View on PubMed DOI

Identification of Potential Type II Diabetes in a Large-Scale Chinese Population Using a Systematic Machine Learning Framework.

Journal of diabetes research Sep 24, 2020
BACKGROUND: An estimated 425 million people globally have diabetes, accounting for 12% of the world's health expenditures, and the number continues to grow, placing a huge burden on the healthcare system, especially in those remote, underserved areas...
Adult Decision Trees Male Female Area Under Curve Middle Aged China Alcohol Drinking Risk Factors Asian People Logistic Models Surveys and Questionnaires Medically Underserved Area Aged Decision Making Diabetes Mellitus, Type 2 Humans Regression Analysis Waist Circumference Machine Learning Algorithms Smoking Odds Ratio
View on PubMed DOI

An immune-related gene signature for determining Ewing sarcoma prognosis based on machine learning.

Journal of cancer research and clinical oncology Sep 23, 2020
PURPOSE: Ewing sarcoma (ES) is one of the most common malignant bone tumors in children and adolescents. The immune microenvironment plays an important role in the development of ES. Here, we developed an optimal signature for determining ES patient ...
Adolescent Gene Expression Regulation, Neoplastic Follow-Up Studies Biomarkers, Tumor Male Gene Expression Profiling Lymphocytes, Tumor-Infiltrating Bone Neoplasms Sarcoma, Ewing Humans Machine Learning Survival Rate Tumor Microenvironment Prognosis Female
View on PubMed DOI

Assessing and mitigating the effects of class imbalance in machine learning with application to X-ray imaging.

International journal of computer assisted radiology and surgery Sep 23, 2020
PURPOSE: Machine learning (ML) algorithms are well known to exhibit variations in prediction accuracy when provided with imbalanced training sets typically seen in medical imaging (MI) due to the imbalanced ratio of pathological and normal cases. Thi...
X-Rays Humans Neural Networks, Computer Datasets as Topic Radiography, Thoracic Machine Learning Algorithms
View on PubMed DOI

ProIn-Fuse: improved and robust prediction of proinflammatory peptides by fusing of multiple feature representations.

Journal of computer-aided molecular design Sep 23, 2020
A proinflammatory peptide (PIP) is a type of signaling molecules that are secreted from immune cells, which contributes to the first line of defense against invading pathogens. Numerous experiments have shown that PIPs play an important role in human...
Algorithms Computer Simulation Computational Biology Peptide Fragments Humans Inflammation Mediators Machine Learning
View on PubMed DOI

Discovery of Dual FGFR4 and EGFR Inhibitors by Machine Learning and Biological Evaluation.

Journal of chemical information and modeling Sep 23, 2020
Kinase inhibitors are widely used in antitumor research, but there are still many problems such as drug resistance and off-target toxicity. A more suitable solution is to design a multitarget inhibitor with certain selectivity. Herein, computational ...
Molecular Docking Simulation Support Vector Machine Quantitative Structure-Activity Relationship ErbB Receptors Machine Learning
View on PubMed DOI

Kriging-Based Land-Use Regression Models That Use Machine Learning Algorithms to Estimate the Monthly BTEX Concentration.

International journal of environmental research and public health Sep 23, 2020
This paper uses machine learning to refine a Land-use Regression (LUR) model and to estimate the spatial-temporal variation in BTEX concentrations in Kaohsiung, Taiwan. Using the Taiwanese Environmental Protection Agency (EPA) data of BTEX (benzene, ...
Machine Learning Algorithms Benzene Air Pollutants Toluene Xylenes Environmental Monitoring Humans Benzene Derivatives Taiwan
View on PubMed DOI

Machine learning-driven electronic identifications of single pathogenic bacteria.

Scientific reports Sep 23, 2020
A rapid method for screening pathogens can revolutionize health care by enabling infection control through medication before symptom. Here we report on label-free single-cell identifications of clinically-important pathogenic bacteria by using a poly...
Machine Learning Biosensing Techniques Escherichia coli Staphylococcus aureus Pseudomonas fluorescens Microscopy, Electron, Scanning Bacillus cereus Micropore Filters Bacterial Infections Electronics Salmonella enterica
View on PubMed DOI
Popular Topics
Recent Journals