Fully Differentiable Lagrangian Convolutional Neural Network for Continuity-Consistent Physics-Informed Precipitation Nowcasting

Autor: Pavlík, Peter, Výboh, Martin, Ezzeddine, Anna Bou, Rozinajová, Viera

This paper presents a convolutional neural network model for precipitation nowcasting that combines data-driven learning with physics-informed domain knowledge. We propose LUPIN, a Lagrangian Double U-Net for Physics-Informed Nowcasting, that draws f

Externí odkaz: http://arxiv.org/abs/2402.10747

Towards Symbolic Time Series Representation Improved by Kernel Density Estimators

Autor: Kloska, Matej, Rozinajova, Viera

Publikováno v: Hameurlain, A., Tjoa, A.M. (eds) Transactions on Large-Scale Data- and Knowledge-Centered Systems L. Lecture Notes in Computer Science, vol 12930. 2021. Springer, Berlin, Heidelberg

This paper deals with symbolic time series representation. It builds up on the popular mapping technique Symbolic Aggregate approXimation algorithm (SAX), which is extensively utilized in sequence classification, pattern mining, anomaly detection, ti

Externí odkaz: http://arxiv.org/abs/2205.12960

Smart grid load forecasting using online support vector regression

Autor: Vrablecová, Petra ^*, Bou Ezzeddine, Anna, Rozinajová, Viera, Šárik, Slavomír, Sangaiah, Arun Kumar

Publikováno v: In Computers and Electrical Engineering January 2018 65:102-117

Chapter 2 - Computational Intelligence in Smart Grid Environment

Autor: Rozinajová, Viera, Ezzeddine, Anna Bou, Lóderer, Marek, Loebl, Jaroslav, Magyar, Róbert, Vrablecová, Petra

Publikováno v: In Computational Intelligence for Multimedia Big Data on the Cloud with Engineering Applications 2018:23-59

Contributors

Autor: Abdel-Basset, Mohamed, Abdel-Fatah, Laila, Aboutalebi, Armin Haj, Alphonse, A. Sherly, Asogbon, Grace Mojisola, Balakrishnan, Senthil Murugan, Banerjee, Soumya, Blessy Trencia Lincy, S.S., Das, Arun, Das, Prasun, Dharma, Dejey, Duan, Lide, Ezzeddine, Anna Bou, Fatima, Kaneez, Kaushal, Sakshi, Kaya, Aydin, Keceli, Ali Seydi, Kumar, Harish, Li, Guanglin, Lóderer, Marek, Lodro, Mir Muhammad, Loebl, Jaroslav, Magyar, Róbert, Ouzrout, Yacine, Parasuraman, Shalini, Pirbhulal, Sandeep, Rad, Paul, Ramchandran, Anitha, Rozinajová, Viera, Sadhukhan, Sounak, Samuel, Oluwarotimi Williams, Sangaiah, Arun Kumar, Sekhari, Aicha, Sharma, Megha, Singla, Chinu, Sodhro, Ali Hassan, Sodhro, Gul Hassan, Suresh Kumar, N., Tekinerdogan, Bedir, Temucin, Huseyin, Torres, Alex D., Verma, Amandeep, Vrablecová, Petra, Yalic, Hamdi Yalin, Yan, Hao

Publikováno v: In Computational Intelligence for Multimedia Big Data on the Cloud with Engineering Applications 2018:xiii-xvi