Evolution of Efficient Symbolic Communication Codes -- Solving the Problem of Diagnosing a Disease by ECG on the PTB-XL Dataset Using Deep Learning -- Zero-Shot NER via Extractive Question Answering -- TreeCurveNet - An Improved CurveNet for Tree Species Classification -- Dialogue Graphs: Enhancing Response Selection through Target Node Separation -- Research Methods for Fake News Detection in Bangla Text -- On the Question of the Dynamic Theory of Intelligence -- Offline Deep Reinforcement Learning for Robotic Arm Control in the ManiSkill Environment -- A Photostimuli Presenting Device for Customized SSVEP-based Brain-Computer Interfaces -- SNAC Approach to Aircraft Motion Control -- Russian Language Speech Generation from Facial Video Recordings Using Variational Autoencoder.