AIMC Topic: Support Vector Machine

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Natural language processing in text mining for structural modeling of protein complexes.

BMC bioinformatics Mar 5, 2018
BACKGROUND: Structural modeling of protein-protein interactions produces a large number of putative configurations of the protein complexes. Identification of the near-native models among them is a serious challenge. Publicly available results of bio...
Protein Binding Support Vector Machine Machine Learning Models, Molecular Data Mining Semantics Proteins Natural Language Processing
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Multiclass Classification of Cardiac Arrhythmia Using Improved Feature Selection and SVM Invariants.

Computational and mathematical methods in medicine Mar 5, 2018
Arrhythmia is considered a life-threatening disease causing serious health issues in patients, when left untreated. An early diagnosis of arrhythmias would be helpful in saving lives. This study is conducted to classify patients into one of the sixte...
Cardiac Conduction System Disease Arrhythmias, Cardiac Humans Datasets as Topic Support Vector Machine
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Accounting for Label Uncertainty in Machine Learning for Detection of Acute Respiratory Distress Syndrome.

IEEE journal of biomedical and health informatics Feb 28, 2018
When training a machine learning algorithm for a supervised-learning task in some clinical applications, uncertainty in the correct labels of some patients may adversely affect the performance of the algorithm. For example, even clinical experts may ...
Support Vector Machine Humans Machine Learning Respiratory Distress Syndrome Diagnosis, Computer-Assisted
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Combining Bootstrap Aggregation with Support Vector Regression for Small Blood Pressure Measurement.

Journal of medical systems Feb 28, 2018
Blood pressure measurement based on oscillometry is one of the most popular techniques to check a health condition of individual subjects. This paper proposes a support vector using fusion estimator with a bootstrap technique for oscillometric blood ...
Oscillometry Support Vector Machine Regression Analysis Image Processing, Computer-Assisted Humans Blood Pressure Determination
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Enhancing Perception with Tactile Object Recognition in Adaptive Grippers for Human-Robot Interaction.

Sensors (Basel, Switzerland) Feb 26, 2018
The use of tactile perception can help first response robotic teams in disaster scenarios, where visibility conditions are often reduced due to the presence of dust, mud, or smoke, distinguishing human limbs from other objects with similar shapes. He...
Robotics Support Vector Machine Touch Hand Strength Humans Neural Networks, Computer
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Using Chou's general PseAAC to analyze the evolutionary relationship of receptor associated proteins (RAP) with various folding patterns of protein domains.

Journal of theoretical biology Feb 22, 2018
The receptor-associated protein (RAP) is an inhibitor of endocytic receptors that belong to the lipoprotein receptor gene family. In this study, a computational approach was tried to find the evolutionarily related fold of the RAP proteins. Through t...
Protein Conformation Structure-Activity Relationship Models, Molecular Support Vector Machine Carrier Proteins Evolution, Molecular Databases, Protein Computational Biology
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Ensemble of shape functions and support vector machines for the estimation of discrete arm muscle activation from external biceps 3D point clouds.

Computers in biology and medicine Feb 21, 2018
BACKGROUND: Muscle activation level is currently being captured using impractical and expensive devices which make their use in telemedicine settings extremely difficult. To address this issue, a prototype is presented of a non-invasive, easy-to-inst...
Support Vector Machine Muscle, Skeletal Arm Cloud Computing Humans Biomechanical Phenomena
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Deep Learning for Fall Detection: Three-Dimensional CNN Combined With LSTM on Video Kinematic Data.

IEEE journal of biomedical and health informatics Feb 20, 2018
Fall detection is an important public healthcare problem. Timely detection could enable instant delivery of medical service to the injured. A popular nonintrusive solution for fall detection is based on videos obtained through ambient camera, and the...
Video Recording Human Activities Humans Neural Networks, Computer Accidental Falls Biomechanical Phenomena Image Processing, Computer-Assisted Deep Learning Support Vector Machine
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Machine learning-based diagnosis of melanoma using macro images.

International journal for numerical methods in biomedical engineering Feb 20, 2018
Cancer bears a poisoning threat to human society. Melanoma, the skin cancer, originates from skin layers and penetrates deep into subcutaneous layers. There exists an extensive research in melanoma diagnosis using dermatoscopic images captured throug...
Image Interpretation, Computer-Assisted Algorithms Melanoma Support Vector Machine Bayes Theorem Humans Machine Learning
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Analysing the accuracy of machine learning techniques to develop an integrated influent time series model: case study of a sewage treatment plant, Malaysia.

Environmental science and pollution research international Feb 17, 2018
The function of a sewage treatment plant is to treat the sewage to acceptable standards before being discharged into the receiving waters. To design and operate such plants, it is necessary to measure and predict the influent flow rate. In this resea...
Machine Learning Waste Disposal, Fluid Models, Theoretical Support Vector Machine Forecasting Time Factors Malaysia Sewage
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