Geological facies interpretation is essential for reservoir studying. The method of classification and identification seismic traces is a powerful approach for geological facies classification and distinction. Use of neural networks as classifiers is increasing in different sciences like seismic. They are computer efficient and ideal for patterns identification. They can simply learn new algori...

The classification of services in 5G/B5G (Beyond 5G) networks has become important for telecommunications service providers, who face the challenge simultaneously offering a better Quality Service (QoS) their and Experience (QoE) to users. allows 5G providers accurately select network slices each service, thereby improving QoS QoE perceived by users, ensuring compliance with Level Agreement (SL...

Graph classification is a widely studied problem and has broad applications. In many real-world problems, the number of labeled graphs available for training models limited, which renders these prone to overfitting. To address this problem, we propose two approaches based on contrastive self-supervised learning (CSSL) alleviate first approach, use CSSL pretrain graph encoders widely-available u...