Zobrazeno 1 - 10
of 313
pro vyhledávání: '"Vasile PALADE"'
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 7212-7215 (2024)
In the current age of widespread application of artificial intelligence (AI) across various facets of life, satellite remote sensing is no outlier. Thanks to the ongoing enhancements in the spatial and temporal resolutions of satellite images, they a
Externí odkaz:
https://doaj.org/article/cc51fb55ef9648d2beecc2fba47e5a00
Publikováno v:
IEEE Access, Vol 12, Pp 15662-15674 (2024)
Emotion-Cause Pair Extraction (ECPE) aims to jointly extract emotion clauses and the corresponding cause clauses from a document, which is important for user evaluation or public opinion analysis. Existing research addresses the ECPE task through a t
Externí odkaz:
https://doaj.org/article/f7f4f22cb69b4c7e8440767c47c03233
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 1100-1113 (2024)
This article presents a postprocessing-based spectral–spatial classification (SSC) approach for hyperspectral (HS) images. The approach effectively overcomes the limitations of traditional pixel-based classifiers by integrating spectral and spatial
Externí odkaz:
https://doaj.org/article/bd9537f18f7d4cf3a548a0d8db0802e0
Autor:
Ruchita Mehta, Sara Sharifzadeh, Vasile Palade, Bo Tan, Alireza Daneshkhah, Yordanka Karayaneva
Publikováno v:
Machine Learning and Knowledge Extraction, Vol 5, Iss 4, Pp 1493-1518 (2023)
Human capability to perform routine tasks declines with age and age-related problems. Remote human activity recognition (HAR) is beneficial for regular monitoring of the elderly population. This paper addresses the problem of the continuous detection
Externí odkaz:
https://doaj.org/article/9a0aec6ac3e44c41a3bccee25a3ede53
Publikováno v:
Remote Sensing, Vol 16, Iss 5, p 823 (2024)
Leveraging mid-resolution satellite images such as Landsat 8 for accurate farmland segmentation and land change monitoring is crucial for agricultural management, yet is hindered by the scarcity of labelled data for the training of supervised deep le
Externí odkaz:
https://doaj.org/article/2ea4bc3a15e8474685f77ff893be4e09
Publikováno v:
Machines, Vol 12, Iss 2, p 118 (2024)
The upsurge of autonomous vehicles in the automobile industry will lead to better driving experiences while also enabling the users to solve challenging navigation problems. Reaching such capabilities will require significant technological attention
Externí odkaz:
https://doaj.org/article/14c9463661114d7499db1a2e796a9911
Autor:
Abdulaziz M. Alayba, Vasile Palade
Publikováno v:
Journal of King Saud University: Computer and Information Sciences, Vol 34, Iss 10, Pp 9710-9722 (2022)
The high variety in the forms of the Arabic words creates significant complexity related challenges in Natural Language Processing (NLP) tasks for Arabic text. These challenges can be dealt with by using different techniques for semantic representati
Externí odkaz:
https://doaj.org/article/74954ce43ec649d6bc567e3f81d60bfe
Publikováno v:
BMC Bioinformatics, Vol 23, Iss 1, Pp 1-17 (2022)
Abstract Background A high-quality docking method tends to yield multifold gains with half pains for the new drug development. Over the past few decades, great efforts have been made for the development of novel docking programs with great efficiency
Externí odkaz:
https://doaj.org/article/77cf324171d249bea8db3d0fd30048d7
Publikováno v:
Mathematics, Vol 11, Iss 16, p 3555 (2023)
When implementing SVMs, two major problems are encountered: (a) the number of local minima of dual-SVM increases exponentially with the number of samples and (b) the computer storage memory required for a regular quadratic programming solver increase
Externí odkaz:
https://doaj.org/article/5a8b442bb2364faf92667f8b99b3c323
Autor:
Karim El Moutaouakil, Abdellatif El Ouissari, Vasile Palade, Anas Charroud, Adrian Olaru, Hicham Baïzri, Saliha Chellak, Mouna Cheggour
Publikováno v:
Mathematics, Vol 11, Iss 13, p 2957 (2023)
To limit the adverse effects of diabetes, a personalized and long-term management strategy that includes appropriate medication, exercise and diet has become of paramount importance and necessity. Compartment-based mathematical control models for dia
Externí odkaz:
https://doaj.org/article/b9db61dd02834c6aa8dd5eae6ea0454f