Zobrazeno 1 - 10
of 1 163
pro vyhledávání: '"Venkatachalam K"'
Autor:
Venkatachalam K, Badriyya B. Al-onazi, Vladimir Simic, Erfan Babaee Tirkolaee, Chiranjibe Jana
Publikováno v:
PeerJ Computer Science, Vol 9, p e1666 (2023)
Early identification of false news is now essential to save lives from the dangers posed by its spread. People keep sharing false information even after it has been debunked. Those responsible for spreading misleading information in the first place s
Externí odkaz:
https://doaj.org/article/e2f785af8d5d47a9961898bf38c5f4dc
Autor:
Mihailo Bjekic, Ana Lazovic, Venkatachalam K, Nebojsa Bacanin, Miodrag Zivkovic, Goran Kvascev, Bosko Nikolic
Publikováno v:
PeerJ Computer Science, Vol 9, p e1565 (2023)
Wall segmentation is a special case of semantic segmentation, and the task is to classify each pixel into one of two classes: wall and no-wall. The segmentation model returns a mask showing where objects like windows and furniture are located, as wel
Externí odkaz:
https://doaj.org/article/15604e6c1a3a453da1e330387ce0e95e
Publikováno v:
PeerJ Computer Science, Vol 9, p e1313 (2023)
DeepFake is a forged image or video created using deep learning techniques. The present fake content of the detection technique can detect trivial images such as barefaced fake faces. Moreover, the capability of current methods to detect fake faces i
Externí odkaz:
https://doaj.org/article/e8d44e7253124afdad95f9d87a56c9b7
Autor:
Saravana Balaji Balasubramanian, Prasanalakshmi Balaji, Asmaa Munshi, Wafa Almukadi, T. N. Prabhu, Venkatachalam K, Mohamed Abouhawwash
Publikováno v:
PeerJ Computer Science, Vol 9, p e1259 (2023)
In smart cities, the fast increase in automobiles has caused congestion, pollution, and disruptions in the transportation of commodities. Each year, there are more fatalities and cases of permanent impairment due to everyday road accidents. To contro
Externí odkaz:
https://doaj.org/article/21eff6544e1b4da7828e2d11660b5053
Publikováno v:
PeerJ Computer Science, Vol 8, p e1086 (2022)
Recently, deepfake technology has become a popularly used technique for swapping faces in images or videos that create forged data to mislead society. Detecting the originality of the video is a critical process due to the negative pattern of the ima
Externí odkaz:
https://doaj.org/article/f5e97f985cc644999d18017fb5210ddb
Autor:
Saravana Balaji Balasubramanian, Jagadeesh Kannan R, Prabu P, Venkatachalam K, Pavel Trojovský
Publikováno v:
PeerJ Computer Science, Vol 8, p e1040 (2022)
In the recent research era, artificial intelligence techniques have been used for computer vision, big data analysis, and detection systems. The development of these advanced technologies has also increased security and privacy issues. One kind of th
Externí odkaz:
https://doaj.org/article/571ef014727a481cbd595bf2e247e166
Autor:
Miodrag Zivkovic, Milan Tair, Venkatachalam K, Nebojsa Bacanin, Štěpán Hubálovský, Pavel Trojovský
Publikováno v:
PeerJ Computer Science, Vol 8, p e956 (2022)
The research proposed in this article presents a novel improved version of the widely adopted firefly algorithm and its application for tuning and optimising XGBoost classifier hyper-parameters for network intrusion detection. One of the greatest iss
Externí odkaz:
https://doaj.org/article/98da773124ba4a3aae66ba173ee82313
Autor:
Suganthi ST, Mohamed Uvaze Ahamed Ayoobkhan, Krishna Kumar V, Nebojsa Bacanin, Venkatachalam K, Hubálovský Štěpán, Trojovský Pavel
Publikováno v:
PeerJ Computer Science, Vol 8, p e881 (2022)
Deep Learning is an effective technique and used in various fields of natural language processing, computer vision, image processing and machine vision. Deep fakes uses deep learning technique to synthesis and manipulate image of a person in which hu
Externí odkaz:
https://doaj.org/article/f0669b30eb0c47f783599f4fe7952903
Autor:
Nebojsa Bacanin, Nebojsa Budimirovic, Venkatachalam K., Ivana Strumberger, Adel Fahad Alrasheedi, Mohamed Abouhawwash
Publikováno v:
PLoS ONE, Vol 17, Iss 10 (2022)
The fast-growing quantity of information hinders the process of machine learning, making it computationally costly and with substandard results. Feature selection is a pre-processing method for obtaining the optimal subset of features in a data set.
Externí odkaz:
https://doaj.org/article/6229f276ae6049228a3ecc0fa448e2ae
Publikováno v:
Indian Journal of Pathology and Microbiology, Vol 52, Iss 4, Pp 524-526 (2009)
Xeroderma pigmentosum (XP) was first described in 1874 by Hebra and Kaposi. [1] It is a rare autosomal recessive disorder characterized by photosensitivity, pigmentary changes, premature skin aging, and malignant tumor development due to cellular hyp
Externí odkaz:
https://doaj.org/article/fcc910e4cb0d4c5aba6141abaccf03b7