AIMC Topic: Data Mining

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Text mining for identification of biological entities related to antibiotic resistant organisms.

PeerJ May 5, 2022
Antimicrobial resistance is a significant public health problem worldwide. In recent years, the scientific community has been intensifying efforts to combat this problem; many experiments have been developed, and many articles are published in this a...
Anti-Infective Agents Data Mining Artificial Intelligence Machine Learning Algorithms
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Microbial Dark Matter: from Discovery to Applications.

Genomics, proteomics & bioinformatics Apr 26, 2022
With the rapid increase of the microbiome samples and sequencing data, more and more knowledge about microbial communities has been gained. However, there is still much more to learn about microbial communities, including billions of novel species an...
Microbiota Humans Artificial Intelligence Data Mining
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Multilabel classification of medical concepts for patient clinical profile identification.

Artificial intelligence in medicine Apr 26, 2022
BACKGROUND: The development of electronic health records has provided a large volume of unstructured biomedical information. Extracting patient characteristics from these data has become a major challenge, especially in languages other than English.
Natural Language Processing Data Mining Language Humans Multilingualism Unified Medical Language System
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Prototype Regularized Manifold Regularization Technique for Semi-Supervised Online Extreme Learning Machine.

Sensors (Basel, Switzerland) Apr 19, 2022
Data streaming applications such as the Internet of Things (IoT) require processing or predicting from sequential data from various sensors. However, most of the data are unlabeled, making applying fully supervised learning algorithms impossible. The...
Data Mining Internet of Things Supervised Machine Learning Algorithms
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Road Condition Monitoring Using Smart Sensing and Artificial Intelligence: A Review.

Sensors (Basel, Switzerland) Apr 15, 2022
Road condition monitoring (RCM) has been a demanding strategic research area in maintaining a large network of transport infrastructures. With advancements in computer vision and data mining techniques along with high computing resources, several inn...
Artificial Intelligence Smartphone Data Mining Computers
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A Novel Encoder-Decoder Model for Multivariate Time Series Forecasting.

Computational intelligence and neuroscience Apr 14, 2022
The time series is a kind of complex structure data, which contains some special characteristics such as high dimension, dynamic, and high noise. Moreover, multivariate time series (MTS) has become a crucial study in data mining. The MTS utilizes the...
Data Mining Time Factors Forecasting Neural Networks, Computer Big Data
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Optimization-Based Ensemble Feature Selection Algorithm and Deep Learning Classifier for Parkinson's Disease.

Journal of healthcare engineering Apr 13, 2022
PD (Parkinson's Disease) is a severe malady that is painful and incurable, affecting older human beings. Identifying PD early in a precise manner is critical for the lengthened survival of patients, where DMTs (data mining techniques) and MLTs (machi...
Humans Algorithms Machine Learning Data Mining Deep Learning Parkinson Disease
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Psychosocial Factors and Psychological Characteristics of Personality of Patients with Chronic Diseases Using Artificial Intelligence Data Mining Technology and Wireless Network Cloud Service Platform.

Computational intelligence and neuroscience Apr 13, 2022
It was to explore the application value of health cloud service platform based on data mining algorithm and wireless network in the analysis of psychosocial factors and psychological characteristics of personality of patients with chronic diseases. B...
Chronic Disease Cloud Computing Data Mining Surveys and Questionnaires Humans Technology Artificial Intelligence Personality
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Clustering at the Disposal of Industry 4.0: Automatic Extraction of Plant Behaviors.

Sensors (Basel, Switzerland) Apr 12, 2022
For two centuries, the industrial sector has never stopped evolving. Since the dawn of the Fourth Industrial Revolution, commonly known as Industry 4.0, deep and accurate understandings of systems have become essential for real-time monitoring, predi...
Data Mining Industry Cluster Analysis Machine Learning
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E-Commerce Information System Management Based on Data Mining and Neural Network Algorithms.

Computational intelligence and neuroscience Apr 11, 2022
The rapid development of artificial intelligence technology has led to rapid development in various fields. It has many hidden related customer behavior information and future development trends in the e-commerce information system. The data mining t...
Commerce Information Systems Algorithms Artificial Intelligence Bayes Theorem Data Mining Neural Networks, Computer
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