Deep Fake Detection for Preventing Audio and Video Frauds Using Advanced Deep Learning Techniques

Published: May 16, 2024

Language: Английский

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Gaussian-Based Dilated 1-D CNN for Classifying B-Cell Epitopes in Zika and Dengue Protein Sequences

Deleted Journal, Journal Year: 2024, Volume and Issue: 20(1s), P. 862 - 874

Published: March 28, 2024

The main goal of designing peptide vaccines, conducting immunodiagnosis, and producing antibodies is to accurately identify linear B-cell epitopes. However, experimental analysis determine these epitopes costly. This study focuses on developing a Gaussian-based dilated 1-D CNN model for classifying non-epitopes in protein sequences related Zika Dengue viruses. Immune Epitope Database (IEDB) was used, containing total 1741 7020 viruses, respectively. Physicochemical features the dataset were extracted using Gaussian distribution extract optimal based feature probability distribution. proposed achieved an accuracy score 83.00% 85.00%, precision 87.00%, recall F1-score 84.00% 86.00% over datasets. suggested outperforms existing methods, demonstrating potential deep learning approaches bioinformatics enhancing epitope prediction with implications drug discovery vaccine development.

Language: Английский

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The Role of detection Algorithm in Tracking Techniques with the help of Deep Learning for an Enhanced user Experience

Deleted Journal, Journal Year: 2024, Volume and Issue: 20(1s), P. 928 - 936

Published: March 28, 2024

The drum set is a prominent instrument in variety of music genres including pop, rock, and jazz. However, it costs money space to get from nothing purchasing kit. objective these studies enable drummers hone their skills, at least blithely, without full drums expedite the initiation drumming experiences incurring any costs. Drums do not fit inside single bag, making them more difficult travel than other instruments. We propose virtual prototype that enables air-drumming using just two sticks, computer equipped with camera, readily available markers resemble drumstick tips, such colourful papers. detection algorithm combines tracking techniques deep learning technology for an enhanced user experience. This was done Python-based OpenCV, as well concept color-based blob recognition used find markers. capacity function USB controller MIDI controllers possibility further development released program have all been shown by this prototype. Results experiments show how useful successful method producing lifelike immersive

Language: Английский

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Herbal P-glycoprotein Inhibitors Enhance Bioavailability of Cardioprotective Drugs – An In Silico Study

2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT), Journal Year: 2024, Volume and Issue: unknown, P. 1 - 6

Published: June 24, 2024

Language: Английский

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Ant Colony Optimization for Service Composition in Multi-cloud Environments

2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT), Journal Year: 2024, Volume and Issue: unknown, P. 1 - 6

Published: June 24, 2024

Language: Английский

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