scroll to top
0

EBSCO Auth Banner

Let's find your institution. Click here.

Advanced Search Results For "FEATURE extraction"

1 - 10 of 47,715 results for
 "FEATURE extraction"
Results per page:

LDAformer: predicting lncRNA-disease associations based on topological feature extraction and Transformer encoder.

Publication Type: Academic Journal

Source(s): Briefings in Bioinformatics. Nov2022, Vol. 23 Issue 6, p1-12. 12p.

Abstract: The identification of long noncoding RNA (lncRNA)-disease associations is of great value for disease diagnosis and treatment, and it is now commonly used to predict potential lncRNA-disease associations with computational methods. However, the existing...

View details

An Interpretable Time Series Clustering Neural Network Based on Shape Feature Extraction.

Publication Type: Academic Journal

Source(s): International Journal of Pattern Recognition & Artificial Intelligence. Oct2022, Vol. 36 Issue 13, p1-23. 23p.

Abstract: Time series is a very common but important data type. A large number of time series data are generated in various professional research fields and daily life. Although there are many models being developed to deal with time series, the cluster methods ...

View details

Approach to Predict Software Vulnerability Based on Multiple-Level N-gram Feature Extraction and Heterogeneous Ensemble Learning.

Publication Type: Academic Journal

Source(s): International Journal of Software Engineering & Knowledge Engineering. Oct2022, Vol. 32 Issue 10, p1559-1582. 24p.

Abstract: Software vulnerabilities are one of the roots of computer security problems. The traditional static analysis and dynamic analysis methods based on software source code mainly have some deficiencies, such as high false positive rate, high false negative...

View details

Case study of features extraction and real time classification of emotion from speech on the basis with using neural nets.

Publication Type: Academic Journal

Source(s): Journal of Intelligent & Fuzzy Systems. 2022, Vol. 43 Issue 5, p5399-5415. 17p.

Abstract: The paper deals with the issue of classification of emotional state from speech. Due to the applied k-NN algorithm, the original solution achieved an overall classification success in the range of 20 to 35%, depending on the used audio sample input dat...

View details

Study on a new network for identification of leaf diseases of woody fruit plants.

Publication Type: Academic Journal

Source(s): Journal of Intelligent & Fuzzy Systems. 2022, Vol. 43 Issue 4, p4133-4144. 12p.

Abstract: The rapid and effective identification of leaf diseases of woody fruit plants can help fruit farmers prevent and cure diseases in time to improve fruit quality and minimize economic losses, which is of great significance to fruit planting. In recent ye...

View details

Visual defects detection model of mobile phone screen.

Publication Type: Academic Journal

Source(s): Journal of Intelligent & Fuzzy Systems. 2022, Vol. 43 Issue 4, p4335-4349. 15p.

Abstract: Aiming at the inconsistency of manual detection of mobile phone screen defects, the image feature extraction of traditional machine learning is often set based on experience, resulting in unsatisfactory detection results. Therefore, a mobile phone scre...

View details

VAMPIRE: vectorized automated ML pre-processing and post-processing framework for edge applications.

Publication Type: Academic Journal

Source(s): Computing. Nov2022, Vol. 104 Issue 11, p2453-2487. 35p.

Abstract: Machine learning techniques aim to mimic the human ability to automatically learn how to perform tasks through training examples. They have proven capable of tasks such as prediction, learning and adaptation based on experience and can be used in virtu...

View details

River and pools segmentation of Google Earth images using morphological gradient operator.

Publication Type: Conference

Source(s): AIP Conference Proceedings. 2022, Vol. 2394 Issue 1, p1-5. 5p.

Abstract: In this paper presents a new procedure to segment the river and water pools in Google Earth images. The segmentation of the image is a process used in several fields, including the cartography science. The feature extraction is a task that needs to exp...

View details

Thyroid Disorder Diagnosis by Optimal Convolutional Neuron based CNN Architecture.

Publication Type: Academic Journal

Source(s): Journal of Experimental & Theoretical Artificial Intelligence. Oct2022, Vol. 34 Issue 5, p871-890. 20p.

Abstract: The diagnosis of thyroid via appropriate interpretation of thyroid data is the vital classification issue. Only little contributions are made so far in the automatic diagnosis of thyroid disease. In order to solve Thyroid disorder this paper intends to...

View details

A survey on word representation in natural language processing.

Publication Type: Conference

Source(s): AIP Conference Proceedings. 2022, Vol. 2394 Issue 1, p1-7. 7p.

Abstract: This survey explores several techniques and language models for the representation of raw text data. These models are considered the feature extraction phase in Natural Language Processing (NLP). The traditional approaches such as Bag-of-Words, N-Gram,...

View details
sponsored