AIMC Topic: Big Data

Clear Filters Showing 251 to 260 of 645 articles

[Digitalized psychiatry : Critical considerations on a new paradigm].

Der Nervenarzt Sep 13, 2021
Digitalization and artificial intelligence hold the prospect of new procedures for psychiatry. Machine learning techniques combined with big data should enable algorithmized diagnostics, prediction and therapy that are superior to clinical observatio...
Psychiatry Big Data Artificial Intelligence Machine Learning Humans Psychopathology
View on PubMed DOI

Influential Usage of Big Data and Artificial Intelligence in Healthcare.

Computational and mathematical methods in medicine Sep 6, 2021
Artificial intelligence (AI) is making computer systems capable of executing human brain tasks in many fields in all aspects of daily life. The enhancement in information and communications technology (ICT) has indisputably improved the quality of pe...
Deep Learning Delivery of Health Care Telemedicine Big Data Computational Biology Electronic Health Records Markov Chains Humans Artificial Intelligence
View on PubMed DOI

Energy Management Expert Assistant, a New Concept.

Sensors (Basel, Switzerland) Sep 2, 2021
In recent years, interest in home energy management systems (HEMS) has grown significantly, as well as the development of Voice Assistants that substantially increase home comfort. This paper presents a novel merging of HEMS with the Assistant paradi...
Computer Simulation Big Data Internet of Things Artificial Intelligence
View on PubMed DOI

Hybrid Gradient Descent Grey Wolf Optimizer for Optimal Feature Selection.

BioMed research international Aug 28, 2021
Feature selection is the process of decreasing the number of features in a dataset by removing redundant, irrelevant, and randomly class-corrected data features. By applying feature selection on large and highly dimensional datasets, the redundant fe...
Algorithms Pattern Recognition, Automated Computer Simulation Humans Machine Learning Big Data Models, Statistical Reproducibility of Results Medical Informatics Diagnosis, Computer-Assisted
View on PubMed DOI

Using machine learning and big data to explore the drug resistance landscape in HIV.

PLoS computational biology Aug 26, 2021
Drug resistance mutations (DRMs) appear in HIV under treatment pressure. DRMs are commonly transmitted to naive patients. The standard approach to reveal new DRMs is to test for significant frequency differences of mutations between treated and naive...
Decision Trees Bayes Theorem Models, Genetic Databases, Genetic HIV-1 Drug Resistance, Viral United Kingdom Mutation Supervised Machine Learning Big Data HIV Infections Computational Biology Logistic Models Genes, Viral Anti-HIV Agents Epistasis, Genetic Humans HIV Reverse Transcriptase Africa
View on PubMed DOI

Machine Learning Approach to Analyze the Surface Properties of Biological Materials.

ACS biomaterials science & engineering Aug 20, 2021
Similar to how CRISPR has revolutionized the field of molecular biology, machine learning may drastically boost research in the area of materials science. Machine learning is a fast-evolving method that allows for analyzing big data and unveiling cor...
Algorithms Big Data Molecular Biology Surface Properties Machine Learning
View on PubMed DOI

A process mining approach in big data analysis and modeling decision making risks for measuring environmental health in institutions.

Environmental research Jul 30, 2021
This paper aimed to introduce a process-mining framework for measuring the status of environmental health in institutions. The methodology developed a new software-based index namely Institutional Environmental Health Index (IEHI) that was integrated...
Decision Making Environmental Health Big Data Fuzzy Logic Data Analysis
View on PubMed DOI

Decision-Making Model of Product Modeling Big Data Design Scheme Based on Neural Network Optimized by Genetic Algorithm.

Computational intelligence and neuroscience Jul 29, 2021
At present, machine learning artificial neural network technology, as one of the core technologies of enterprises, has received unprecedented attention. This technology is widely used in automatic driving, pattern recognition, teaching aid, product m...
Algorithms Big Data Decision Making Neural Networks, Computer Humans Machine Learning
View on PubMed DOI

Usages of Spark Framework with Different Machine Learning Algorithms.

Computational intelligence and neuroscience Jul 29, 2021
Sensors, satellites, mobile devices, social media, e-commerce, and the Internet, among others, saturate us with data. The Internet of Things, in particular, enables massive amounts of data to be generated more quickly. The Internet of Things is a ter...
Humans Machine Learning Cluster Analysis Algorithms Big Data
View on PubMed DOI

The current and future uses of machine learning in ecosystem service research.

The Science of the total environment Jul 27, 2021
Machine learning (ML) expands traditional data analysis and presents a range of opportunities in ecosystem service (ES) research, offering rapid processing of 'big data' and enabling significant advances in data description and predictive modelling. ...
Ecosystem Big Data Machine Learning
View on PubMed DOI
Popular Topics
Recent Journals