Wszystkie pola: Hernandez, Hector

Skocz do pozycji: 1.

Artykuł

na półce

Skocz do pozycji: 2.

Autorzy:: Chávez-Corona, Juan Isaac
Duarte-Peña, Lorena
Szopa, Agnieszka
Leyva-Gómez, Gerardo
Klimek-Szczykutowicz, Marta Karolina
Kubica, Paweł
Calina, Daniela
Sharifi-Rad, Javad
Hernández-Parra, Hector
Peña-Corona, Sheila Iraís
Almarhoon, Zainab M.
Dostawca treści:: Repozytorium Uniwersytetu Jagiellońskiego

Artykuł

na półce

Skocz do pozycji: 3.

Tytuł:: Cuban consumer price index forecasting through transformer with attention
Autorzy:: Rosado, Reynaldo
Toledano-López, Orlando G.
González, Hector R.
Abreu, Aldis J.
Hernandez, Yanio
Tematy:: consumer price index
time series forecasting
transformer with attention
ARIMA
LSTM; Pokaż więcej
Wydawca:: Sieć Badawcza Łukasiewicz - Przemysłowy Instytut Automatyki i Pomiarów
Powiązania:: https://bibliotekanauki.pl/articles/27314241.pdf Link otwiera się w nowym oknie
Opis:: Recently, time series forecasting modelling in the Con‐ sumer Price Index (CPI) has attracted the attention of the scientific community. Several research projects have tackled the problem of CPI prediction for their countries using statistical learning, machine learning and deep neural networks. The most popular approach to CPI in several countries is the Autoregressive Integrated Mov‐ ing Average (ARIMA) due to the nature of the data. This paper addresses the Cuban CPI forecasting problem using Transformer with attention model over univariate dataset. The fine tuning of the lag parameter shows that Cuban CPI has better performance with small lag and that the best result was in = 1. Finally, the comparative results between ARIMA and our proposal show that the Transformer with attention has a very high performance despite having a small data set.
Dostawca treści:: Biblioteka Nauki

Artykuł

na półce

Skocz do pozycji: 4.

Tytuł:: Population dynamics of amoeboid protists in a tropical desert: seasonal changes and effects of vegetation and soil conditions
Autorzy:: Pérez-Juárez, Horacio
Serrano-Vázquez, Angélica
Lara, Enrique
Ximénez, Cecilia
Godínez-Alvarez, Héctor
Rodríguez-Zaragoza, Salvador
Eguiarte, Luis E.
Hernández Moreno, Mayra M.
Fernández, Leonardo D.
Rojas-Velázquez, Liliana
Morán, Patricia
Castillo, Mariela
Rivera Aguilar, Víctor M.
Tematy:: Heterolobosea
seasonal variation
soil microhabitat
soil protist
Tehuacán desert; Pokaż więcej
Wydawca:: Uniwersytet Jagielloński. Wydawnictwo Uniwersytetu Jagiellońskiego
Powiązania:: https://bibliotekanauki.pl/articles/52257794.pdf Link otwiera się w nowym oknie
Opis:: In arid environments, protist diversity is higher in soil covered by vegetation than in bare soil and is also likely to vary in line with the marked seasonal patterns; however, these patterns have not been explored in detail in arid zones. Herein, we used culture – and morphological-based approaches to describe patterns of amoeboid protist diversity in vegetated and bare soil areas from the intertropical desert of Tehuacán, Mexico, during dry and wet seasons. Overall, 27 protist species belonging to Amoebozoa, Discoba and Rhizaria were retrieved using culture-dependent methods. Among the soil protist groups found, Discoba (principally represented by Heterolobosea) was always the most prevalent taxa. Protist diversity was different between soil with vegetation and bare soil, principally during the dry season. Moreover, the electrical conductivity and pH of the soil were correlated with the protist species during the wet season. Our results support the hypothesis that soil protist diversity patterns exhibit a seasonal variation between dry and wet seasons. This seasonal variation likely relies on water availability, although the role of other environmental factors cannot be completely ruled out. In addition, the soils with vegetation could be a refuge for the amoeboid protists during the harsh soil conditions of dry seasons.
Dostawca treści:: Biblioteka Nauki

Artykuł

na półce

Skocz do pozycji: 5.

Tytuł:: Journal of Physics. Conference Series
Współwytwórcy:: Bendounan, Azzedine
Palma, Ricardo A. Torres
Obuchi, Tomoyuki
Ismail, Fudziah
Maeda, Atsutaka
Roa, Luis
Kuwabara, Toshihiko
Motlan, Motlan
Kilicman, Adem
Munasir, Munasir
Jakfar, M.
Mahmud, Shahrom
Khamitovich, Gainutdinov Renat
Pattanaporkratana, A.
Song, Iickho
Correa, Rafael
Martins, Paulo Henrique
Susila, I Putu
Suris, R. A.
Kurniawati, Frida
Hernandez, Hector
Fiangga, Shofan
Olivieri, Giacomo
Takahashi, Susumu
Koscielniak, Shane
Rusydi, Andrivo
Miyama, Masamichi J.
Djatmiko, Istanto Wahyu
Herbani, Yuliati
Putro, Sapto Purnomo
Tande, John Olav Giæver
Borman, Vladimir D.
Rajagukguk, Juniastel
Govindarajan, A.
Nakanishi-Ohno, Yoshinori
Abdul Latef, Firas Abdul Hameed
Vorobjev, L. E.
Gafurjan, Ibragimov
Jafri, Zubir Mat
Sivasankaran, S.
Vinothina, V.
Furukawa, Yukio
Benova, E.
Escobar, Carlos Ruiz
Rochdi, Nabil
Butar Butar, Ferry
Shakir, Raied Mustafa
Niño, Ely Dannier V.
Sivakumar, R.
Karshenboim, Savely
Supardi, Imam
Flórez, Fernando Durán
Husain, Sharifah Kartini Said
Arshad, Suhana
Suprapto, Nadi
Prayogi, Afrido
Noordmans, Jacob
Sanden, M.C.M. van de
Karyanto, Puguh
Thountom, S.
Meshkov, Sydney
Balakin, Boris
Rahayu, Yuni Sri
Bogdanova, Ekaterina
Suja, K.
Kuwatani, Tatsu
Siva, E. P.
Jiaotong, Yong Yue Xi'an
Ohzeki, Masayuki
Kunzinger, Michael
Zhao, Yichuan
Ramdani, Rahmat
Ramli, Murni
Teppei, Ikeya
Sokołowska, Dagmara
Gorlatch, Sergei
Hidaka, Mutsuo
Izzuddin, Hubby
Velazquez, Victor
Hoang, Trinh Xuan
Poniaev, Sergey A.
Grishina, I. A.
Rogachev, Andrey
Midi, Habshah
Laosiritaworn, Y.
Herawan, T.
Trifirò, Antonio
Febriani, Febty
Mladenov, Georgi
Löfwander, Tomas
Znajdek, Katarzyna
Plascak, João Antonio
Potting, Robertus
Kim, Ki-Seok
Saadoune, Ismael
Acosta, Luis
Smirnov, Anton
Sugiarti, Eni
Mayne, Andrew
Kara, Abdelkader
Vlachos, Dimitrios S.
Purnomo, Yoppy Wahyu
Raj, Ewa
Sunaryo, Geni Rina
Khumaeni, Ali
Amador-Valenzuela, Paulina
Jimenez, Javier
Kvamsdal, Trond
Tétard, Laurène
Sudira, Putu
Widmann, Eberhard
Al-Radi Al-Bakri, Nahla Abdul
Kolbinger, Bernadette
Wang, Alexandre
Eswaramoorthi, S.
Yoshida, Yoshiyuki
Ma, Yufei
Donald, A. Cecil
Madlazim, Madlazim
Soto, Leopoldo
Tseng, Juinling
Romanenko, Vladislav
Chen, Chuei Yee
Kaddouri, Abedlilah
Minguzzi, Ettore
Indriyanti, Nurma Yunita
Reyes, Ángel Manuel Meléndez
Hama, Takayuki
Yamanaka, Akinori
Junjunan, Soleh Fajar
Widayatno, Wahyu Bambang
Khaerudini, Deni S.
Isnaeni, Isnaeni
Tahir, Dahlang
Firsov, D. A.
Deta, Utama Alan
Spindloe, Christopher
Chruściel, Piotr T.
Pereira, Luiz Felipe C.
Kaczmarczyk, Stefan
Subiantoro, Agung Wijaya
Tawfig, Luma Naji Mohammed
Sulaiman, Shukri
Voronova, E. V.
Aziz, Tian Abdul
Grant, James
Jatmiko, Budi
Bylander, Jonas
Warsito, Budi
Kotenko, Igor
Purba, Julwan Hendry
Morales, Jimmy Alexander
Alatas, Husin
Lasri, Karima
Zank, G. P.
Khalimullovich, Salakhov Myakzyum
Kuroda, Mitsutoshi
Bottasso, Carlo L.
Arima, Takashi
Asnawi, Rustam
Tuoc, Vu Ngoc
Surzhikov, Sergey T.
Li, Wei
Setiawan, Riza
Mufti, Nandang
Misiorny, Maciej
Oughaddou, Hamid
Dafik, Dafik
Asnafi, Nader
Sokolovskii, Grigorii S.
Mol, Lucas Alvares
Tomasini, Enrico Primo
George, Fr. Augustine
Kettani, Houssain
Gargano, Angela
Simon, Martin
Gutiérrez, Jorge Andrés Calderón
Pandian, A. Sevuga
Bunoiu, Madalin
Mandaglio, Giuseppe
Lemaire, Jean-Louis
Han, Jong
Taniguchi, Shigeru
Sudiro, Toto
Gröbner, Julian
Sabido, Miguel
Tuan, Hoang Anh
Ibrahim, Siti Nur Iqmal
Itaco, Nunzio
Vaz da Costa, Bismarck
Chacón, Guillermo
Restuati, Martina
Windya, Sridana
Shalygin, V. A.
Navarro, Ignacio Herrera
Perbowo, Krisna Satria
Balasoiu, Maria
Roza, Liszulfa
Suyanto, Slamet
Ulfah, Syafika
Raikher, Yuriy
Omar, Ahmad Fairuz
Lehnert, Ralf
Risdiana, Risdiana
Lukito, Agung
Sugihartono, Iwan
Sumiyoshi, Abe
El Boujlaidi, Abdelaziz
Costa-Felix, Rodrigo P. B.
Faryad, Muhammad
Nandiyanto, Asep Bayu Dani
Trimarchi, Marina
Lee, Lai Soon
Oemry, Ferensa
Atta Makki, Sameer
Amine, Khalil
Ivanov, V. A.
Wibawa, Setya Chendra
Muskulus, Michael
Pramesti, Getut
Syuhada, Syuhada
Tai, Yan
Vladimirovich, Samartsev Vitalii
Averkiev, Nikita S.
Atanasova, M.
Ekawati, Rooselyna
Rajo-Iglesias, Eva
Coraggio, Luigi
Dostawca treści:: Repozytorium Uniwersytetu Jagiellońskiego

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