AIMC Topic: Linear Models

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Prediction of Henry's Law Constants via group-specific quantitative structure property relationships.

Chemosphere Jan 17, 2015
Henry's Law Constants (HLCs) for several hundred organic compounds in water at 25 °C were predicted by Quantitative Structure Property Relationship (QSPR) models, with the division of organic compounds into specific classes to yield more accurate mod...
Models, Theoretical Neural Networks, Computer Linear Models Water Quantitative Structure-Activity Relationship Organic Chemicals Gases
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Predicting equilibrium vapour pressure isotope effects by using artificial neural networks or multi-linear regression - A quantitative structure property relationship approach.

Chemosphere Jan 3, 2015
We aim at predicting the effect of structure and isotopic substitutions on the equilibrium vapour pressure isotope effect of various organic compounds (alcohols, acids, alkanes, alkenes and aromatics) at intermediate temperatures. We attempt to explo...
Neural Networks, Computer Environmental Monitoring Isotopes Linear Models Quantitative Structure-Activity Relationship Vapor Pressure
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Comparison of l₁-Norm SVR and Sparse Coding Algorithms for Linear Regression.

IEEE transactions on neural networks and learning systems Dec 18, 2014
Support vector regression (SVR) is a popular function estimation technique based on Vapnik's concept of support vector machine. Among many variants, the l1-norm SVR is known to be good at selecting useful features when the features are redundant. Spa...
Linear Models Neural Networks, Computer Algorithms Time Factors Support Vector Machine
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Improving the Mann-Whitney statistical test for feature selection: an approach in breast cancer diagnosis on mammography.

Artificial intelligence in medicine Dec 12, 2014
OBJECTIVE: This work addresses the theoretical description and experimental evaluation of a new feature selection method (named uFilter). The uFilter improves the Mann-Whitney U-test for reducing dimensionality and ranking features in binary classifi...
Female Reproducibility of Results Breast Neoplasms Machine Learning Discriminant Analysis Humans Models, Statistical Diagnosis, Computer-Assisted Algorithms Mammography Databases, Factual Radiographic Image Interpretation, Computer-Assisted Predictive Value of Tests Chi-Square Distribution Bayes Theorem Linear Models
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Robotic telepresence versus standardly supervised stroke alert team assessments.

Telemedicine journal and e-health : the official journal of the American Telemedicine Association Dec 9, 2014
BACKGROUND: Telemedicine has created access to emergency stroke care for patients in all communities, regardless of geography. We hypothesized that there is no difference in speed of assessment between vascular neurologist (VN) robotic telepresence a...
Risk Assessment Emergencies Severity of Illness Index Time Factors Treatment Outcome Endovascular Procedures Follow-Up Studies Emergency Treatment Robotics Survival Analysis Thrombolytic Therapy Chi-Square Distribution Stroke Humans Aged, 80 and over Arizona Female Linear Models Adult Telemedicine Time-to-Treatment Male Aged Middle Aged
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Understanding Networks of Computing Chemical Droplet Neurons Based on Information Flow.

International journal of neural systems Dec 4, 2014
In this paper, we present general methods that can be used to explore the information processing potential of a medium composed of oscillating (self-exciting) droplets. Networks of Belousov-Zhabotinsky (BZ) droplets seem especially interesting as che...
Computer Simulation Diffusion Microfluidics Video Recording Neural Networks, Computer Linear Models Algorithms Entropy Information Theory Periodicity
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Transversus abdominis plane block in robotic gynecologic oncology: a randomized, placebo-controlled trial.

Gynecologic oncology Nov 20, 2014
OBJECTIVE: Although robotic surgery decreases pain compared to laparotomy, postoperative pain can be a concern near the site of a larger assistant trocar site. The aim of this study was to determine the efficacy of transversus abdominis plane (TAP) b...
Morphine Linear Models Genital Neoplasms, Female Robotics Pain Measurement Double-Blind Method Laparoscopy Pain, Postoperative Bupivacaine Analgesics, Opioid Nomograms Humans Treatment Outcome Middle Aged Female Adolescent Follow-Up Studies Nerve Block Aged Anesthetics, Local Aged, 80 and over Young Adult Adult
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UGMDR: a unified conceptual framework for detection of multifactor interactions underlying complex traits.

Heredity Oct 22, 2014
Biological outcomes are governed by multiple genetic and environmental factors that act in concert. Determining multifactor interactions is the primary topic of interest in recent genetics studies but presents enormous statistical and mathematical ch...
Humans Algorithms Phenotype Computer Simulation Proportional Hazards Models Multifactor Dimensionality Reduction Multifactorial Inheritance Polymorphism, Single Nucleotide Logistic Models Models, Genetic Linear Models
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Artificial neural network modelling of biological oxygen demand in rivers at the national level with input selection based on Monte Carlo simulations.

Environmental science and pollution research international Oct 5, 2014
Biological oxygen demand (BOD) is the most significant water quality parameter and indicates water pollution with respect to the present biodegradable organic matter content. European countries are therefore obliged to report annual BOD values to Eur...
Neural Networks, Computer Linear Models Europe Reproducibility of Results Conservation of Natural Resources Water Pollution Models, Theoretical Monte Carlo Method Water Quality Decision Making Biological Oxygen Demand Analysis Rivers
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Digital Butterworth filter as preprocessing method for implementing Raman spectroscopy as an analytical method in downstream processing of biopharmaceuticals.

Journal of chromatography. A Aug 16, 2025
For implementing Raman spectroscopy as an analytical method in downstream processing, extracting molecular information related to biopharmaceuticals is still challenging due to spectral variations caused by spectrometer, setup and fluorescence. This ...
Algorithms Spectrum Analysis, Raman Biological Products Linear Models
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