AIMC Topic: Algorithms

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A New Hybrid Model FPA-SVM Considering Cointegration for Particular Matter Concentration Forecasting: A Case Study of Kunming and Yuxi, China.

Computational intelligence and neuroscience Aug 28, 2017
Air pollution in China is becoming more serious especially for the particular matter (PM) because of rapid economic growth and fast expansion of urbanization. To solve the growing environment problems, daily PM2.5 and PM10 concentration data form Jan...
Air Pollution Particulate Matter Cities Support Vector Machine Algorithms Air Pollutants Forecasting China
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Vascular tree tracking and bifurcation points detection in retinal images using a hierarchical probabilistic model.

Computer methods and programs in biomedicine Aug 24, 2017
BACKGROUND AND OBJECTIVE: Retinal vascular tree extraction plays an important role in computer-aided diagnosis and surgical operations. Junction point detection and classification provide useful information about the structure of the vascular network...
Algorithms Likelihood Functions Diagnosis, Computer-Assisted Normal Distribution Models, Statistical Humans Retinal Vessels Machine Learning
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Early Colorectal Cancer Detected by Machine Learning Model Using Gender, Age, and Complete Blood Count Data.

Digestive diseases and sciences Aug 23, 2017
BACKGROUND: Machine learning tools identify patients with blood counts indicating greater likelihood of colorectal cancer and warranting colonoscopy referral.
Odds Ratio Sex Factors Referral and Consultation Blood Cell Count Algorithms Area Under Curve Female Registries Data Mining Humans Machine Learning Middle Aged Colonoscopy Aged, 80 and over Diagnosis, Computer-Assisted Reproducibility of Results Colorectal Neoplasms Adult Early Detection of Cancer Risk Factors ROC Curve Male Predictive Value of Tests Aged Age Factors
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Discriminatively Trained Latent Ordinal Model for Video Classification.

IEEE transactions on pattern analysis and machine intelligence Aug 22, 2017
We address the problem of video classification for facial analysis and human action recognition. We propose a novel weakly supervised learning method that models the video as a sequence of automatically mined, discriminative sub-events (e.g., onset a...
Stochastic Processes Movement Computer Graphics Video Recording Pattern Recognition, Automated Facial Expression Models, Statistical Running Humans Supervised Machine Learning Artificial Intelligence Algorithms Databases, Factual
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Word2Vec inversion and traditional text classifiers for phenotyping lupus.

BMC medical informatics and decision making Aug 22, 2017
BACKGROUND: Identifying patients with certain clinical criteria based on manual chart review of doctors' notes is a daunting task given the massive amounts of text notes in the electronic health records (EHR). This task can be automated using text cl...
Datasets as Topic International Classification of Diseases Unified Medical Language System Natural Language Processing Bayes Theorem Lupus Erythematosus, Systemic Humans Neural Networks, Computer Algorithms Electronic Health Records Artificial Intelligence Machine Learning
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Scene text detection via extremal region based double threshold convolutional network classification.

PloS one Aug 18, 2017
In this paper, we present a robust text detection approach in natural images which is based on region proposal mechanism. A powerful low-level detector named saliency enhanced-MSER extended from the widely-used MSER is proposed by incorporating salie...
Neural Networks, Computer Algorithms
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Reinforcement learning-based control of drug dosing for cancer chemotherapy treatment.

Mathematical biosciences Aug 16, 2017
The increasing threat of cancer to human life and the improvement in survival rate of this disease due to effective treatment has promoted research in various related fields. This research has shaped clinical trials and emphasized the necessity to pr...
Computer Simulation Critical Illness Pregnancy Female Humans Machine Learning Algorithms Antineoplastic Agents Aged Models, Biological Adult Drug Administration Schedule Neoplasms
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Discrimination of plant root zone water status in greenhouse production based on phenotyping and machine learning techniques.

Scientific reports Aug 15, 2017
Plant-based sensing on water stress can provide sensitive and direct reference for precision irrigation system in greenhouse. However, plant information acquisition, interpretation, and systematical application remain insufficient. This study develop...
Plant Physiological Phenomena Plant Development Quantitative Trait, Heritable Machine Learning ROC Curve Models, Biological Algorithms Plant Roots Phenotype Reproducibility of Results Plants Stress, Physiological Water
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A New Method for Automatic Sleep Stage Classification.

IEEE transactions on biomedical circuits and systems Aug 14, 2017
Traditionally, automatic sleep stage classification is quite a challenging task because of the difficulty in translating open-textured standards to mathematical models and the limitations of handcrafted features. In this paper, a new system for autom...
Humans Models, Theoretical Electroencephalography Signal Processing, Computer-Assisted Sleep Stages Neural Networks, Computer Machine Learning Algorithms
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A Grey Wolf Optimizer for Modular Granular Neural Networks for Human Recognition.

Computational intelligence and neuroscience Aug 14, 2017
A grey wolf optimizer for modular neural network (MNN) with a granular approach is proposed. The proposed method performs optimal granulation of data and design of modular neural networks architectures to perform human recognition, and to prove its e...
Biometric Identification Humans Neural Networks, Computer Algorithms
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