Zobrazeno 1 - 10
of 1 774
pro vyhledávání: '"Fuzzy time series"'
Autor:
Muhammad Bilal, Masad A. Alrasheedi, Muhammad Aamir, Saleem Abdullah, Siti Mariam Norrulashikin, Reza Rezaiy
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-17 (2024)
Abstract A significant portion of the world’s population relies on rice as a primary source of nutrition. In Malaysia, rice production began in the early 1960s, which led to the cultivation of the country’s most significant food crop up till the
Externí odkaz:
https://doaj.org/article/39f99b0b209a4f44979ee4c331628e59
Autor:
Muhammad Bilal, Muhammad Aamir, Saleem Abdullah, Siti Mariam Norrulashikin, Ohud A. Alqasem, Maysaa E. A. Elwahab, Ilyas Khan
Publikováno v:
Journal of Big Data, Vol 11, Iss 1, Pp 1-16 (2024)
Abstract The interplay of exchange rates among nations significantly influences both international and domestic trade, underscoring the pivotal role of the foreign exchange market (Forex) in a country's economic landscape. Forex fluctuations have a s
Externí odkaz:
https://doaj.org/article/fb88bbdb055c4ff8b6dae10d946a385a
Autor:
Chandrakanta Mahanty, S Gopal Krishna Patro, Sandeep Rathor, Venubabu Rachapudi, Khursheed Muzammil, Saiful Islam, Abdul Razak, Wahaj Ahmad Khan
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-14 (2024)
Abstract Coronavirus has long been considered a global epidemic. It caused the deaths of nearly 7.01 million individuals and caused an economic downturn. The number of verified coronavirus cases is increasing daily, putting the whole human race at da
Externí odkaz:
https://doaj.org/article/e0b1890d589a4605a6180c71dc3fffde
Publikováno v:
JTAM (Jurnal Teori dan Aplikasi Matematika), Vol 8, Iss 3, Pp 754-766 (2024)
Time series Forecasting is one of crucial techniques that helps with strategic decision-making and mitigating potential risks –One of which is Weighted fuzzy time series (WFTS). Moreover, the interval length of the WFTS plays a crucial role in its
Externí odkaz:
https://doaj.org/article/e710a73714c94e758094b6df2eccdd6d
Publikováno v:
PeerJ Computer Science, Vol 10, p e2500 (2024)
Decision-making in many industries relies heavily on accurate forecasts, including the insurance sector. The Social Insurance System (SIS) in Egypt, operating under a fully funded paradigm, depends on reliable predictions to ensure effective financia
Externí odkaz:
https://doaj.org/article/e1f4694d1e6e49eaa0cd3ff54b5a2ee3
Publikováno v:
IEEE Access, Vol 12, Pp 188373-188385 (2024)
Non-stationary time series plays a prominent role in the analysis of performance time series of many real-world systems. Recently, fuzzy time series models have been extended to forecast non-stationary time series. Over different phases of time, perf
Externí odkaz:
https://doaj.org/article/84e3a75bd2aa4d98a4542ebd367bce18
Publikováno v:
Jurnal Matematika UNAND, Vol 13, Iss 1, Pp 66-74 (2024)
Minyak mentah merupakan komoditas dan sumber energi yang sangat dibutuhkan bagi pertumbuhan suatu negara. Harga minyak mentah mengalami peningkatan dan penurunan. Naiknya harga minyak mentah akan mempengaruhi perekonomian dan pasar keuangan. Sedangka
Externí odkaz:
https://doaj.org/article/7120bb987d95479e97fb2e015ceb800c
Publikováno v:
Applied Computer Systems, Vol 29, Iss 1, Pp 1-7 (2024)
Fuzzy Time Series (Fts) models are experiencing an increase in popularity due to their effectiveness in forecasting and modelling diverse and intricate time series data sets. Essentially these models use membership functions and fuzzy logic relation
Externí odkaz:
https://doaj.org/article/f391d4b97c0841a8abd852a9b953ceaf
Publikováno v:
Jurnal Teknologi Informasi dan Ilmu Komputer, Vol 11, Iss 4 (2024)
Perdagangan saham berdasarkan Indeks Harga Saham Gabungan (IHSG) di Indonesia adalah area dinamis dan kompleks. Prediksi pergerakan harga IHSG memiliki volatilitas pasar saham yang tinggi. Penggunaan Hybrid Weighted Fuzzy Time series Hidden Markov Mo
Externí odkaz:
https://doaj.org/article/50edc535ff814bfcafab8c18c20d5303
Publikováno v:
JTAM (Jurnal Teori dan Aplikasi Matematika), Vol 7, Iss 4, Pp 1193-1203 (2023)
Limitation within the WFTS model, which relies on midpoints within intervals and linguistic variable relationships for assigning weights. This reliance can result in reduced accuracy, especially when dealing with extreme values during trend to season
Externí odkaz:
https://doaj.org/article/108aff97247e496dae0a18660065cce9