Zobrazeno 1 - 10
of 1 738
pro vyhledávání: '"Support vector machines (SVM)"'
Autor:
Hemlata Sandip Ohal, Shamla Mantri
Publikováno v:
Measurement: Sensors, Vol 36, Iss , Pp 101403- (2024)
This paper presents a comprehensive investigation into Electroencephalogram (EEG) signal processing and analysis techniques aimed at enhancing early diagnosis methods for Alzheimer's Disease (AD). Leveraging a dataset that has EEG data of individuals
Externí odkaz:
https://doaj.org/article/33be275fc3404262813598ffb45de552
Autor:
Maojin Sun, Luyi Sun
Publikováno v:
Frontiers in Physics, Vol 12 (2024)
IntroductionThe development of science and technology has driven rapid changes in the social environment, especially the rise of the big data environment, which has greatly increased the speed at which people obtain information. However, in the proce
Externí odkaz:
https://doaj.org/article/f6025d29d8894e54936c606c90625d50
Publikováno v:
Measurement: Sensors, Vol 35, Iss , Pp 101295- (2024)
Early detection and classification of brain tumors are crucial for patient survival. This study proposes a comprehensive deep learning approach for early brain tumor classification using medical imaging data. A diverse dataset encompassing various tu
Externí odkaz:
https://doaj.org/article/ce9ec367cb984a768ac8fc0341660347
Autor:
Hassan Raza, Zafar Akhtar
Publikováno v:
Modern Finance, Vol 2, Iss 2 (2024)
This study uses advanced machine learning models to predict stock prices in the Pakistani stock market using 27 technical indicators. It evaluates the predictive capabilities of four techniques, SVM, LSTM, and Random Forest for binary classification
Externí odkaz:
https://doaj.org/article/86356b3fd12a4e0a9f9f23d57b425e76
Publikováno v:
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol 32, Pp 2854-2863 (2024)
Cochlear implant (CI) is a neural prosthesis that can restore hearing for patients with severe to profound hearing loss. Observed variability in auditory rehabilitation outcomes following cochlear implantation may be due to cerebral reorganization. E
Externí odkaz:
https://doaj.org/article/20345ad6cf11495cb788fc3b1ee96c9e
Publikováno v:
IEEE Access, Vol 12, Pp 54229-54237 (2024)
Change detection is considered as one of the challenging issues in the field of remote sensing. The multi-temporal images used to detect the changes generally have significant illumination variations which affect the performance of a change detection
Externí odkaz:
https://doaj.org/article/f9cf7deef9ab4499b936b59ebd165b53
Publikováno v:
H2Open Journal, Vol 6, Iss 3, Pp 433-448 (2023)
The stepped spillway of a dam is a crucial element that serves multiple purposes in the field of river engineering. Research related to flood control necessitates an investigation into the dissipation of energy over stepped spillways. Previous resear
Externí odkaz:
https://doaj.org/article/8eccc653a4f3414bb493c6646f72a68c
Publikováno v:
Archives of Civil Engineering, Vol vol. 69, Iss No 3, Pp 129-146 (2023)
This study focuses on the problem of mapping impervious surfaces in urban areas and aims to use remote sensing data and orthophotos to accurately classify and map these surfaces. Impervious surface indices and green space assessments are widely used
Externí odkaz:
https://doaj.org/article/aeec8f207fbe416e92e9dd2a6d7776af
Publikováno v:
Social Sciences and Humanities Open, Vol 9, Iss , Pp 100864- (2024)
There are many systematic reviews on predicting stock. However, each reveals a different portion of the hybrid AI analysis and stock prediction puzzle. The principal objective of this research was to systematically review the existing systematic revi
Externí odkaz:
https://doaj.org/article/12ec02badee140ffb06908477e204ebd
Autor:
Janusz Sobieraj, Dominik Metelski
Publikováno v:
Buildings, Vol 14, Iss 5, p 1471 (2024)
The US real estate market is a complex ecosystem influenced by multiple factors, making it critical for stakeholders to understand its dynamics. This study uses Zillow Econ (monthly) data from January 2018 to October 2023 across 100 major regions gat
Externí odkaz:
https://doaj.org/article/3b0562e73396442099530784380bc530