RSVRs based on Feature Extraction: A Novel Method for Prediction of Construction Projects’ Costs
Sign Up to like & getrecommendations! Published in 2019 at "KSCE Journal of Civil Engineering"
DOI: 10.1007/s12205-019-0336-3
Abstract: The construction industry is an important basis for the development of China’s economy. The accurate prediction of the cost of the project determines the profitability of the project and the decision-making of the construction. Therefore,… read more here.
Keywords: method; construction; based feature; prediction ... See more keywords
An empirical study to estimate the stability of random forest classifier on the hybrid features recommended by filter based feature selection technique
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Machine Learning and Cybernetics"
DOI: 10.1007/s13042-019-00978-7
Abstract: The emergence of advanced malware is a serious threat to information security. A prominent technique that identifies sophisticated malware should consider the runtime behaviour of the source file to detect malicious intent. Although the behaviour-based… read more here.
Keywords: hybrid features; filter based; feature selection; based feature ... See more keywords
Cluster analysis of mixed data based on Feature Space Instance Cluster Closeness Metric
Sign Up to like & getrecommendations! Published in 2021 at "Chemometrics and Intelligent Laboratory Systems"
DOI: 10.1016/j.chemolab.2021.104370
Abstract: Abstract Clustering Algorithms have recently attracted considerable attention in machine learning applications due to their high efficiency. However, the existing clustering methods still have some issues that need to be further solved. For example, most… read more here.
Keywords: cluster closeness; feature space; space instance; instance cluster ... See more keywords
Residue Adjacency Matrix Based Feature Engineering for Predicting Cysteine Reactivity in Proteins
Sign Up to like & getrecommendations! Published in 2019 at "Computational and Structural Biotechnology Journal"
DOI: 10.1016/j.csbj.2018.12.005
Abstract: Free radicals that form from reactive species of nitrogen and oxygen can react dangerously with cellular components and are involved with the pathogenesis of diabetes, cancer, Parkinson's, and heart disease. Cysteine amino acids, due to… read more here.
Keywords: feature; matrix based; adjacency matrix; residue adjacency ... See more keywords
Change detection in rotational speed of industrial machinery using Bag-of-Words based feature extraction from vibration signals
Sign Up to like & getrecommendations! Published in 2019 at "Measurement"
DOI: 10.1016/j.measurement.2019.06.047
Abstract: Abstract Detection of early changes in rotational speed is highly required in on-line process monitoring of industrial manufacturing and numerical controlled machining. This paper proposes a Bag-of-Words (BoW) based feature extraction method that uses vibration… read more here.
Keywords: feature extraction; based feature; rotational speed; bag words ... See more keywords
Accuracy of radiomics-based feature analysis on multiparametric MR images for non-invasive meningioma grading.
Sign Up to like & getrecommendations! Published in 2019 at "World neurosurgery"
DOI: 10.1016/j.wneu.2019.08.148
Abstract: OBJECTIVE Meningioma grading is a relevant subject with respect to therapy decisions in complete or partial resection, observation and radiotherapy as higher grades are associated with tumour growth and recurrence. The differentiation of low and… read more here.
Keywords: radiomics based; meningioma grading; based feature; analysis ... See more keywords
A Novel Approach to Visual Navigation based on Feature Line Correspondences for Precision Landing
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Navigation"
DOI: 10.1017/s0373463318000358
Abstract: To satisfy the needs of precise pin-point landing missions in deep space exploration, this paper proposes a method based on feature line extraction and matching to estimate the attitude and position of a lander during… read more here.
Keywords: navigation; based feature; position; feature line ... See more keywords
Correlation-Based Feature Selection to Identify Functional Dynamics in Proteins.
Sign Up to like & getrecommendations! Published in 2022 at "Journal of chemical theory and computation"
DOI: 10.1021/acs.jctc.2c00337
Abstract: To interpret molecular dynamics simulations of biomolecular systems, systematic dimensionality reduction methods are commonly employed. Among others, this includes principal component analysis (PCA) and time-lagged independent component analysis (TICA), which aim to maximize the variance… read more here.
Keywords: time; correlation based; based feature; correlation ... See more keywords
Context-Based Feature Technique for Sarcasm Identification in Benchmark Datasets Using Deep Learning and BERT Model
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3068323
Abstract: Sarcasm is a complicated linguistic term commonly found in e-commerce and social media sites. Failure to identify sarcastic utterances in Natural Language Processing applications such as sentiment analysis and opinion mining will confuse classification algorithms… read more here.
Keywords: benchmark datasets; feature; model; based feature ... See more keywords
A Genetic Algorithm and PCA-Based Feature Selection to Improve the Failure Diagnosis Performance of Railway Vehicle Doors
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3216885
Abstract: The failure diagnosis of railway vehicle door system is carried out using a test bench and machine learning software for the fast and accurate classification. The signal length deviation exists in actual collected data of… read more here.
Keywords: time; performance; genetic algorithm; based feature ... See more keywords
Vehicle Classification Based on Feature Selection With Anisotropic Magnetoresistive Sensor
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2019.2928828
Abstract: Vehicle classification based on magnetic sensors can be effectively applied to intelligent transportation and realize intelligent management of traffic. The use of representative vehicle signal features is a prerequisite and guarantee for accurate vehicle classification.… read more here.
Keywords: vehicle; classification based; classification; based feature ... See more keywords