AIMC Topic: Data Mining

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Machine intelligence for radiation science: summary of the Radiation Research Society 67th annual meeting symposium.

International journal of radiation biology Feb 6, 2023
The era of high-throughput techniques created big data in the medical field and research disciplines. Machine intelligence (MI) approaches can overcome critical limitations on how those large-scale data sets are processed, analyzed, and interpreted. ...
Data Mining Artificial Intelligence Big Data Child Lung Neoplasms Humans
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Defining Virtual Consumerism Through Content and Sentiment Analyses.

Cyberpsychology, behavior and social networking Jan 31, 2023
This study set out to better understand virtual consumerism (VC) by applying natural language processing (NLP) methods for sentiment and content analyses. A total of 318 articles related to VC were identified on Web site and analyzed by text mining ...
Humans Sentiment Analysis Software Data Mining
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Artificial Intelligence and Data Mining for the Pharmacovigilance of Drug-Drug Interactions.

Clinical therapeutics Jan 31, 2023
Despite increasing mechanistic understanding, undetected and underrecognized drug-drug interactions (DDIs) persist. This elusiveness relates to an interwoven complexity of increasing polypharmacy, multiplex mechanistic pathways, and human biological ...
Adverse Drug Reaction Reporting Systems Pharmacovigilance Prospective Studies Drug Interactions Drug-Related Side Effects and Adverse Reactions Data Mining Humans Artificial Intelligence
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Artificial Intelligence in Medicine: Text Mining of Health Care Workers' Opinions.

Journal of medical Internet research Jan 27, 2023
BACKGROUND: Artificial intelligence (AI) is being increasingly adopted in the health care industry for administrative tasks, patient care operations, and medical research.
Humans Artificial Intelligence Data Mining Attitude Algorithms Health Personnel
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Analysis of top box office film poster marketing scheme based on data mining and deep learning in the context of film marketing.

PloS one Jan 26, 2023
With the development of science and technology and the continuous changes of social environment, the development prospect of traditional cinema is worrying. This work aims to improve the publicity effect of movie posters and optimize the marketing ef...
Deep Learning Motion Pictures Mass Media Marketing Data Mining
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Prediction and Big Data Impact Analysis of Telecom Churn by Backpropagation Neural Network Algorithm from the Perspective of Business Model.

Big data Jan 19, 2023
This study aims to transform the existing telecom operators from traditional Internet operators to digital-driven services, and improve the overall competitiveness of telecom enterprises. Data mining is applied to telecom user classification to proce...
Big Data Data Mining Neural Networks, Computer Algorithms Learning
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Data-Driven Low-Frequency Oscillation Event Detection Strategy for Railway Electrification Networks.

Sensors (Basel, Switzerland) Dec 26, 2022
Low-frequency oscillations (LFO) occur in railway electrification systems due to the incorporation of new trains with switching converters. As a result, the increased harmonic content can cause catenary stability problems under certain conditions. Mo...
Machine Learning Algorithms Random Forest Support Vector Machine Data Mining Bayes Theorem
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A System for Converting and Recovering Texts Managed as Structured Information.

Scientific reports Dec 23, 2022
This paper introduces a system that incorporates several strategies based on scientific models of how the brain records and recovers memories. Methodologically, an incremental prototyping approach has been applied to develop a satisfactory architectu...
Data Mining Language Natural Language Processing Databases, Factual
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Feature Selection and Dwarf Mongoose Optimization Enabled Deep Learning for Heart Disease Detection.

Computational intelligence and neuroscience Dec 7, 2022
Heart disease causes major death across the entire globe. Hence, heart disease prediction is a vital part of medical data analysis. Recently, various data mining and machine learning practices have been utilized to detect heart disease. However, thes...
Animals Herpestidae Deep Learning Machine Learning Data Mining Algorithms Humans Heart Diseases
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Human monkeypox diagnose (HMD) strategy based on data mining and artificial intelligence techniques.

Computers in biology and medicine Dec 2, 2022
In May 2022, monkeypox re-emerged as a rare zoonotic disease that is an important viral disease for public health. Monkeypox can be transmitted from animals to humans, between humans through close contact with an infected human, or with a virus stain...
Humans Artificial Intelligence Algorithms Data Mining Bayes Theorem Mpox, Monkeypox
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