AIMC Topic: Probability

Clear Filters Showing 331 to 340 of 434 articles

An EEG-Based Fuzzy Probability Model for Early Diagnosis of Alzheimer's Disease.

Journal of medical systems Apr 8, 2016
Alzheimer's disease is a degenerative brain disease that results in cardinal memory deterioration and significant cognitive impairments. The early treatment of Alzheimer's disease can significantly reduce deterioration. Early diagnosis is difficult, ...
Aged Adult Male Humans Female Alzheimer Disease Probability Early Diagnosis Electroencephalography Signal Processing, Computer-Assisted Fuzzy Logic
View on PubMed DOI

ProbOnto: ontology and knowledge base of probability distributions.

Bioinformatics (Oxford, England) Apr 3, 2016
MOTIVATION: Probability distributions play a central role in mathematical and statistical modelling. The encoding, annotation and exchange of such models could be greatly simplified by a resource providing a common reference for the definition of pro...
Databases, Factual Computational Biology Knowledge Bases Probability
View on PubMed DOI

Effect of network architecture on burst and spike synchronization in a scale-free network of bursting neurons.

Neural networks : the official journal of the International Neural Network Society Apr 1, 2016
We investigate the effect of network architecture on burst and spike synchronization in a directed scale-free network (SFN) of bursting neurons, evolved via two independent α- and β-processes. The α-process corresponds to a directed version of the Ba...
Models, Neurological Humans Action Potentials Neural Networks, Computer Neurons Probability Animals Nerve Net
View on PubMed DOI

Regular expressions for decoding of neural network outputs.

Neural networks : the official journal of the International Neural Network Society Mar 25, 2016
This article proposes a convenient tool for decoding the output of neural networks trained by Connectionist Temporal Classification (CTC) for handwritten text recognition. We use regular expressions to describe the complex structures expected in the ...
Handwriting Humans Probability Information Storage and Retrieval Neural Networks, Computer
View on PubMed DOI

Adapting machine learning techniques to censored time-to-event health record data: A general-purpose approach using inverse probability of censoring weighting.

Journal of biomedical informatics Mar 16, 2016
Models for predicting the probability of experiencing various health outcomes or adverse events over a certain time frame (e.g., having a heart attack in the next 5years) based on individual patient characteristics are important tools for managing pa...
Machine Learning Algorithms Electronic Health Records Humans Probability Cluster Analysis Bayes Theorem
View on PubMed DOI

Natural Language Processing for Cohort Discovery in a Discharge Prediction Model for the Neonatal ICU.

Applied clinical informatics Feb 24, 2016
OBJECTIVES: Discharging patients from the Neonatal Intensive Care Unit (NICU) can be delayed for non-medical reasons including the procurement of home medical equipment, parental education, and the need for children's services. We previously created ...
Natural Language Processing Medical Informatics Patient Discharge Data Mining Humans Infant, Newborn Cohort Studies Intensive Care Units, Neonatal Probability Hospitals, University Models, Statistical Retrospective Studies
View on PubMed DOI

Optimizing Semantic Pointer Representations for Symbol-Like Processing in Spiking Neural Networks.

PloS one Feb 22, 2016
The Semantic Pointer Architecture (SPA) is a proposal of specifying the computations and architectural elements needed to account for cognitive functions. By means of the Neural Engineering Framework (NEF) this proposal can be realized in a spiking n...
Probability Semantics Algorithms Action Potentials Neurons Neural Networks, Computer
View on PubMed DOI

What can Neighbourhood Density effects tell us about word learning? Insights from a connectionist model of vocabulary development.

Journal of child language Feb 17, 2016
In this paper, we investigate the effect of neighbourhood density (ND) on vocabulary size in a computational model of vocabulary development. A word has a high ND if there are many words phonologically similar to it. High ND words are more easily lea...
Language Development Disorders Vocabulary Phonetics Humans Language Development Learning Neural Networks, Computer Probability Computer Simulation Language Machine Learning
View on PubMed DOI

A method for modeling co-occurrence propensity of clinical codes with application to ICD-10-PCS auto-coding.

Journal of the American Medical Informatics Association : JAMIA Feb 17, 2016
OBJECTIVE: Natural language processing methods for medical auto-coding, or automatic generation of medical billing codes from electronic health records, generally assign each code independently of the others. They may thus assign codes for closely re...
Machine Learning Algorithms Humans Clinical Coding Natural Language Processing Electronic Health Records Probability Logistic Models International Classification of Diseases
View on PubMed DOI

Chaotic Teaching-Learning-Based Optimization with Lévy Flight for Global Numerical Optimization.

Computational intelligence and neuroscience Jan 31, 2016
Recently, teaching-learning-based optimization (TLBO), as one of the emerging nature-inspired heuristic algorithms, has attracted increasing attention. In order to enhance its convergence rate and prevent it from getting stuck in local optima, a nove...
Humans Artificial Intelligence Algorithms Teaching Probability Nonlinear Dynamics Learning Problem Solving Motion
View on PubMed DOI
Popular Topics
Recent Journals