AIMC Topic: Support Vector Machine

Clear Filters Showing 1551 to 1560 of 4975 articles

Multi-Sensor Fusion by CWT-PARAFAC-IPSO-SVM for Intelligent Mechanical Fault Diagnosis.

Sensors (Basel, Switzerland) May 10, 2022
A new method of multi-sensor signal analysis for fault diagnosis of centrifugal pump based on parallel factor analysis (PARAFAC) and support vector machine (SVM) is proposed. The single-channel vibration signal is analyzed by Continuous Wavelet Trans...
Factor Analysis, Statistical Wavelet Analysis Algorithms Support Vector Machine
View on PubMed DOI

Assessment and Evaluation of Different Machine Learning Algorithms for Predicting Student Performance.

Computational intelligence and neuroscience May 9, 2022
Student performance is crucial to the success of tertiary institutions. Especially, academic achievement is one of the metrics used in rating top-quality universities. Despite the large volume of educational data, accurately predicting student perfor...
Linear Models Academic Success Humans Neural Networks, Computer Bayes Theorem Machine Learning Algorithms Support Vector Machine Decision Trees Students
View on PubMed DOI

Artificial Intelligence: A Universal Virtual Tool to Augment Tutoring in Higher Education.

Computational intelligence and neuroscience May 9, 2022
Artificial intelligence is an emerging technology that revolutionizes human lives. Despite the fact that this technology is used in higher education, many professors are unaware of it. In this current scenario, there is a huge need to arise, implemen...
Bayes Theorem Machine Learning Humans Algorithms Support Vector Machine Artificial Intelligence
View on PubMed DOI

ZeVigilante: Detecting Zero-Day Malware Using Machine Learning and Sandboxing Analysis Techniques.

Computational intelligence and neuroscience May 9, 2022
For the enormous growth and the hysterical impact of undocumented malicious software, otherwise known as Zero-Day malware, specialized practices were joined to implement systems capable of detecting these kinds of software to avert possible disastrou...
Machine Learning Software Bayes Theorem Neural Networks, Computer Algorithms Support Vector Machine
View on PubMed DOI

Compare the performance of multiple binary classification models in microbial high-throughput sequencing datasets.

The Science of the total environment May 7, 2022
The development of machine learning and deep learning provided solutions for predicting microbiota response on environmental change based on microbial high-throughput sequencing. However, there were few studies specifically clarifying the performance...
Neural Networks, Computer Artificial Intelligence High-Throughput Nucleotide Sequencing Algorithms Support Vector Machine Machine Learning
View on PubMed DOI

Categorization of Common Pigmented Skin Lesions (CPSL) using Multi-Deep Features and Support Vector Machine.

Journal of digital imaging May 6, 2022
The skin is the main organ. It is approximately 8 pounds for the average adult. Our skin is a truly wonderful organ. It isolates us and shields our bodies from hazards. However, the skin is also vulnerable to damage and distracted from its original a...
Skin Adult Support Vector Machine Algorithms Humans Skin Neoplasms
View on PubMed DOI

Breast cancer histopathological images classification based on deep semantic features and gray level co-occurrence matrix.

PloS one May 5, 2022
Breast cancer is regarded as the leading killer of women today. The early diagnosis and treatment of breast cancer is the key to improving the survival rate of patients. A method of breast cancer histopathological images recognition based on deep sem...
Semantics Female Humans Breast Neoplasms Neural Networks, Computer Support Vector Machine Breast
View on PubMed DOI

Spectroscopic profiling-based geographic herb identification by neural network with random weights.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy May 4, 2022
Daodi medicinal material plays an important role in traditional Chinese medicine (TCM). This study researches and validates the NNRW (neural network with random weights) model on spectroscopic profiling data for geographical origin identification. NN...
Neural Networks, Computer Support Vector Machine
View on PubMed DOI

Rainfall Prediction System Using Machine Learning Fusion for Smart Cities.

Sensors (Basel, Switzerland) May 4, 2022
Precipitation in any form-such as rain, snow, and hail-can affect day-to-day outdoor activities. Rainfall prediction is one of the challenging tasks in weather forecasting process. Accurate rainfall prediction is now more difficult than before due to...
Fuzzy Logic Bayes Theorem Support Vector Machine Machine Learning Cities
View on PubMed DOI

Leveraging machine learning tools and algorithms for analysis of fruit fly morphometrics.

Scientific reports May 3, 2022
Analysis of landmark-based morphometric measurements taken on body parts of insects have been a useful taxonomic approach alongside DNA barcoding in insect identification. Statistical analysis of morphometrics have largely been dominated by tradition...
Neural Networks, Computer ROC Curve Support Vector Machine Machine Learning Algorithms
View on PubMed DOI
Popular Topics
Recent Journals