AIMC Topic:
Models, Theoretical

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Temporal data representation, normalization, extraction, and reasoning: A review from clinical domain.

Computer methods and programs in biomedicine Feb 23, 2016
BACKGROUND AND OBJECTIVE: We live our lives by the calendar and the clock, but time is also an abstraction, even an illusion. The sense of time can be both domain-specific and complex, and is often left implicit, requiring significant domain knowledg...
Internet Data Mining Data Collection Information Storage and Retrieval Semantics Humans Machine Learning Time Electronic Health Records Decision Support Systems, Clinical Models, Theoretical Natural Language Processing
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Fuzzy logic inference-based Pavement Friction Management and real-time slippery warning systems: A proof of concept study.

Accident; analysis and prevention Feb 22, 2016
Minimizing roadway crashes and fatalities is one of the primary objectives of highway engineers, and can be achieved in part through appropriate maintenance practices. Maintaining an appropriate level of friction is a crucial maintenance practice, du...
Accidents, Traffic Safety Surface Properties Engineering Friction Models, Theoretical Humans Environment Design Fuzzy Logic
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A Model for Improving the Learning Curves of Artificial Neural Networks.

PloS one Feb 22, 2016
In this article, the performance of a hybrid artificial neural network (i.e. scale-free and small-world) was analyzed and its learning curve compared to three other topologies: random, scale-free and small-world, as well as to the chemotaxis neural n...
Learning Curve Models, Theoretical Caenorhabditis elegans Neural Networks, Computer Algorithms Animals
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Estimation of NMVOC emissions using artificial neural networks and economical and sustainability indicators as inputs.

Environmental science and pollution research international Feb 18, 2016
This paper describes the development of an artificial neural network (ANN) model based on economical and sustainability indicators for the prediction of annual non-methane volatile organic compounds (NMVOCs) emissions in China for the period 2005-201...
Europe Air Pollutants Volatile Organic Compounds China Models, Theoretical Neural Networks, Computer
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Computer-Aided Endoscopic Diagnosis Without Human-Specific Labeling.

IEEE transactions on bio-medical engineering Feb 15, 2016
GOAL: Most state-of-the-art computer-aided endoscopic diagnosis methods require pixelwise labeled data to train various supervised machine learning models. However, it is a tedious and time-consuming work to collect sufficient precisely labeled image...
Humans Machine Learning Models, Theoretical Algorithms Image Interpretation, Computer-Assisted Databases, Factual Endoscopy
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A Prediction Model for Membrane Proteins Using Moments Based Features.

BioMed research international Feb 15, 2016
The most expedient unit of the human body is its cell. Encapsulated within the cell are many infinitesimal entities and molecules which are protected by a cell membrane. The proteins that are associated with this lipid based bilayer cell membrane are...
Cell Membrane Lipid Bilayers Membrane Proteins Models, Theoretical Humans Amino Acids Neural Networks, Computer
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An Inertial Projection Neural Network for Solving Variational Inequalities.

IEEE transactions on cybernetics Feb 11, 2016
Recently, projection neural network (PNN) was proposed for solving monotone variational inequalities (VIs) and related convex optimization problems. In this paper, considering the inertial term into first order PNNs, an inertial PNN (IPNN) is also pr...
Neural Networks, Computer Algorithms Models, Theoretical
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A Hierarchical Classification and Segmentation Scheme for Processing Sensor Data.

IEEE journal of biomedical and health informatics Feb 8, 2016
Detecting short-duration events from continuous sensor signals is a significant challenge in the domain of wearable devices and health monitoring systems. Time-series segmentation refers to the challenge of subdividing a continuous stream of data int...
Young Adult Adult Male Algorithms Female Monitoring, Ambulatory Clothing Models, Theoretical Signal Processing, Computer-Assisted Eating Humans Machine Learning
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Physicochemical property profile for brain permeability: comparative study by different approaches.

Journal of drug targeting Feb 6, 2016
A comparative study of classification models of brain penetration by different approaches was carried out on a training set of 1000 chemicals and drugs, and an external test set of 100 drugs. Ten approaches were applied in this work: seven medicinal ...
Machine Learning Brain Computer Simulation Pharmaceutical Preparations Central Nervous System Agents Permeability Drug Discovery Models, Theoretical Structure-Activity Relationship
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Energetic analysis and experiments of earthworm-like locomotion with compliant surfaces.

Bioinspiration & biomimetics Feb 4, 2016
The energy consumption of worm robots is composed of three parts: heat losses in the motors, internal friction losses of the worm device and mechanical energy locomotion requirements which we refer to as the cost of transport (COT). The COT, which is...
Computer Simulation Energy Transfer Peristalsis Biomimetics Locomotion Equipment Failure Analysis Oligochaeta Models, Theoretical Elastic Modulus Animals Robotics Equipment Design Computer-Aided Design
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