Zobrazeno 1 - 10 of 31 pro vyhledávání: '"R. Madana Mohana"'
1
Akademický článek
Enhancing Precision Agriculture and Land Cover Classification: A Self-Attention 3D Convolutional Neural Network Approach for Hyperspectral Image Analysis
Autor: C. Kishor Kumar Reddy, Advaitha Daduvy, R. Madana Mohana, Basem Assiri, Mohammed Shuaib, Shadab Alam, and M. Abdullah Sheneamer
Publikováno v: IEEE Access, Vol 12, Pp 125592-125608 (2024)
Hyperspectral imagery, capturing information beyond the visible spectrum, is essential for many remote sensing applications. This paper introduces a novel approach utilizing a 3D Convolutional Neural Network (CNN) enhanced with self-attention mechani
Externí odkaz: https://doaj.org/article/a3d2b9059898439a9640b7d2a7bc4cd1
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5
High Performance Network Intrusion Detection System
Autor: R Madana Mohana
Publikováno v: International Journal of Engineering and Advanced Technology. 9:3749-3753
In this paper, we present intrusion detection system for finding the variant types of attacks in the network. It is the way to enhance the functionality in the network by reducing the chances of risks. ICMP protocol and AES encryption algorithm are u
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d3240c7adec3bb06c862cc04898d36ea
https://doi.org/10.35940/ijeat.a1975.129219
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6
Lung Cancer Detection using Nearest Neighbour Classifier
Autor: R Madana Mohana
Publikováno v: International Journal of Recent Technology and Engineering. 8:3641-3645
One of the most precarious diseases is lung cancer. Lung cancer detection is one of the main challenging dilemma nowadays. Most of the cancer cells are overlies with each other. It is tough to detect the cell but also important to identify the existe
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::c2a44acf1d0b6bbbe988b9db740150ce
https://doi.org/10.35940/ijrte.b1458.0982s1119
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7
Performance Evaluation Of Machine Learning Techniques On Rpas Remote Sensing Images
Autor: BINDU MADHURI CHEEKATI, R Madana Mohana
Publikováno v: International Journal of Engineering and Advanced Technology. 8:1035-1039
Recent advancements in remote sensing platforms from satellites to close-range Remotely Piloted Aircraft System (RPAS), is principal to a growing demand for innovative image processing and classification tools. Where, Machine learning approaches are
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d3617875658567f4d34bba84070b853a
https://doi.org/10.35940/ijeat.f1197.0886s19
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8
Elektronická kniha
Sustainability in Industry 5.0 : Theory and Applications
Autor: C. Kishor Kumar Reddy, P R Anisha, Samiya Khan, Marlia Mohd Hanafiah, Lavanya Pamulaparty, R Madana Mohana
The text emphasizes the need for data pre-processing, classification and prediction, cluster analysis, mining multimedia, and advanced machine learning techniques for scientific programming in Industry 5.0. Addresses how the convergence of intelligen
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9
WITHDRAWN: Random forest algorithms for the classification of tree-based ensemble
Autor: C. Kishor Kumar Reddy, P. R. Anisha, B. V. Ramana Murthy, R. Madana Mohana
Publikováno v: Materials Today: Proceedings.
Random Forest is one of the widely used tree-based ensemble classification algorithms. Many aspects of building tree ensembles are introduced to reduce correlation among decision trees within the forest. Bootstrap is used in Random Forest to reduce b
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d62c17076ae0f108fd7e7bf672d0966e
https://doi.org/10.1016/j.matpr.2021.01.788
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