State-of-the-art in 1D Convolutional Neural Networks: A survey

AO Ige, M Sibiya - IEEE Access, 2024 - ieeexplore.ieee.org
Deep learning architectures have brought about new heights in computer vision, with the
most common approach being the Convolutional Neural Network (CNN). Through CNN …

Clinical Text Classification with Word Representation Features and Machine Learning Algorithms.

L Almazaydeh, M Abuhelaleh… - … Journal of Online & …, 2023 - search.ebscohost.com
Clinical text classification of electronic medical records is a challenging task. Existing
electronic records suffer from irrelevant text, misspellings, semantic ambiguity, and …

Leveraging Hybrid Adaptive Sine Cosine Algorithm with Deep Learning for Arabic Poem Meter Detection

N Al-shathry, B Al-onazi, AQA Hassan… - ACM Transactions on …, 2024 - dl.acm.org
Poetry is a significant aspect of any language. Many cultures and the history of nations are
recognized in poems. Compared to prose, each poem has a rhythmic structure that is quite …

Music Genre Classification Based on VMD-IWOA-XGBOOST

R Gan, T Huang, J Shao, F Wang - Mathematics, 2024 - mdpi.com
Music genre classification is significant to users and digital platforms. To enhance the
classification accuracy, this study proposes a hybrid model based on VMD-IWOA-XGBOOST …

[PDF][PDF] Predictive modeling for breast cancer based on machine learning algorithms and features selection methods.

A Al Tawil, L Almazaydeh, B Alqudah… - … Journal of Electrical …, 2024 - researchgate.net
Breast cancer is one of the leading causes of death among women worldwide. However,
early prediction of breast cancer plays a crucial role. Therefore, strong needs exist for …

GenreNet: A Deep Based Approach for Music Genre Classification

N Bala Ganesh, MS Bhuvaneswari… - SN Computer …, 2024 - Springer
Abstract Neural network-based Music Genre Classification is a key component in helping
users narrow down the selection of songs and listen to music in a certain genre. Audio …

[PDF][PDF] A comparative analysis of convolutional neural networks for breast cancer prediction

A Al Tawil, A Shaban… - International Journal of …, 2024 - researchgate.net
Breast cancer continues to be a substantial worldwide health concern, affecting millions of
individuals each year; this emphasizes the critical nature of early detection in order to …

Texture Feature and Mel-Spectrogram Analysis for Music Sound Classification.

ME ElAlami, SMK Tobar, SM Khater… - … Journal of Advanced …, 2024 - search.ebscohost.com
The categorization of music has received substantial interest in the management of large-
scale databases. However, the sound of music classification (MC) is poorly interesting …

Comparison of Convolutional Neural Network Models for Feasibility of Selling Orchids

NL Chusna, A Khumaidi - ILKOM Jurnal Ilmiah, 2024 - 103.133.36.110
Orchid flowers are one of the most popular ornamental plants, widely appreciated for their
unique features and aesthetic appeal, making them highly potential for sales in the global …

Automated Classification of Chinese Traditional Music Genres Using Multi-Modal Knowledge Graph Convolutional Networks

Y Niu - Journal of Electrical Systems, 2024 - search.proquest.com
In the digital music era, effective classification of music genres is crucial for organizing vast
music databases. This study addresses the challenges of manual annotation by proposing …