Friday, May 28, 2021. All times are Eastern European Summer Time (EEST)
| 09:50 – 10:00 | Opening Ceremony Daniel David, Rector of Babeș-Bolyai University, Cluj-Napoca |
Meteorological Research
(chaired by Abdelkader Mezghani)
| 10:00 – 10:30 | Technology in weather forecasting (abstract, presentation, video) Eugen Mihuleț (National Meteorological Administration, Romania) |
| 10:30 – 11:00 | Weather radars – basic principles and application in nowcasting in Romania (abstract, presentation, video) Sorin Burcea (National Meteorological Administration, Romania) |
| 11:00 – 11:30 | Nowcasting on Yr – opportunities and challenges (abstract, presentation, video) Ivar Seierstad & Thomas Nipen (Norwegian Meteorological Institute) |
| 11:30 – 12:00 | A brief introduction to the netCDF format and THREDDS data server (abstract, presentation, video) Arild Burud (Norwegian Meteorological Institute) |
| 12:00 – 12:30 | Social break |
Deep Learning for Weather Nowcasting
(chaired by Arthur Molnar)
| 12:30 – 13:00 | Computational models for nowcasting (abstract, presentation, video) Prof. Istvan Czibula, (Babeș-Bolyai University) |
| 13:00 – 13:30 | Supervised and unsupervised machine learning for nowcasting, applied on radar data from central Transylvania region (abstract, presentation, video) Andrei Mihai, PhD., (Babeș-Bolyai University) |
| 13:30 – 14:00 | Deep learning models for composite reflectivity prediction (abstract, presentation, video) Alexandra Albu, PhD., (Babeș-Bolyai University) |
| 14:00 – 14:30 | Deep neural network models for nowcasting using satellite data (abstract, presentation, video) Lect. PhD. Vlad Ionescu, (Babeș-Bolyai University) |
| 14:30 – 15:00 | Social break |
Applications of Deep Learning
(chaired by Zsuzsanna Marian)
| 15:00 – 15:30 | Enhancing the performance of indoor-outdoor image classifications using features extracted from depth-maps (abstract, presentation, video) George Ciubotariu (Babeș-Bolyai University) |
| 15:30 – 16:00 | Review and analysis of grayscale photography colorization using CNNs (abstract, presentation, video) Alexandru-Marian Adăscăliței (Babeș-Bolyai University) |
| 16:00 – 16:30 | A machine learning approach for data protection in VR therapy applications (abstract, presentation, video) Maria-Mădălina Mircea (Babeș-Bolyai University) |
| 16:30 – 17:00 | Training data augmentation for reinforcement learning based trading algorithms using adversarial techniques (abstract, presentation, video) Andrei Bratu (Babeș-Bolyai University) |
| 17:00 – 17:30 | DNA classification using supervised deep learning (abstract, presentation, video) Iulia-Monica Szuhai (Babeș-Bolyai University) |
| 17:30 – 17:40 | Closing Ceremony |