Volume 1 (2023)
Number of Articles: 6
FARW: A Feature-Aware Random Walk for node classification
Volume 1, Issue 2 , December 2023, Pages 76-88
Abstract
Graph-structured data, common in real-world applications, captures entities (nodes) and their relationships (edges). While traditional methods integrate node content and neighborhood ... Read More
A Framework for Evaluating Word Boundary Detection in Persian Tokenizers
Volume 1, Issue 2 , December 2023, Pages 62-74
Abstract
Tokenization is a critical stage in text preprocessing and presents numerous challenges in languages like Persian, where there is no deterministic word boundary. These challenges include ... Read More
System-Level Modeling of Dynamic Applications with Scenario-Aware Dataflow Graphs
Volume 1, Issue 2 , December 2023, Pages 1-13
Abstract
This paper presents a comprehensive modeling framework for managing the complexities inherent in modeling dynamic and intelligent embedded and cyber-physical systems (CPSs). Leveraging ... Read More
Dynamic Stock Trading with Gated-Convolutional-Attention Neural Network and Deep Reinforcement Learning
Volume 1, Issue 2 , December 2023, Pages 14-31
Abstract
The stock market plays an imperative role in the entire financial market. The intricate and multifaceted nature of the stock market poses a challenge for investors seeking to establish ... Read More
An Interpretable method for process remaining time prediction based on distance metric learning
Volume 1, Issue 2 , December 2023, Pages 32-40
Abstract
Process mining is a new research area that bridges the gap between data science and process science. Among the subfields of process mining, predictive process monitoring aims to predict ... Read More
Beyond Binary: Dependability Analysis of Gates using Reliability Polynomials of Minimal Hammock Networks
Volume 1, Issue 2 , December 2023, Pages 41-61