Volume 2 (2024)
Volume 1 (2023)
Number of Articles: 8
Graph-Theoretic Analysis of de Bruijn Graphs: Fault Resilience and Fragility
Volume 2, Issue 1 , June 2024, Pages 89-117
Abstract
The de Bruijn graph, initially proposed as a topological architecture for interconnection networks, offers unique attributes. These graphs are regular, Eulerian, and Hamiltonian, boasting ... Read More
FARW: A Feature-Aware Random Walk for node classification
Volume 2, Issue 1 , June 2024, 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 2, Issue 1 , June 2024, Pages 62-75
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
Beyond Binary: Dependability Analysis of Gates using Reliability Polynomials of Minimal Hammock Networks
Volume 2, Issue 1 , June 2024, Pages 41-61
Abstract
Moore and Shannon introduced a probabilistic model in which network nodes are assumed to be completely reliable, and communication links or edges can fail with a given probability, ... Read More
An Interpretable method for process remaining time prediction based on distance metric learning
Volume 2, Issue 1 , June 2024, 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
Dynamic Stock Trading with Gated-Convolutional-Attention Neural Network and Deep Reinforcement Learning
Volume 2, Issue 1 , June 2024, 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
System-Level Modeling of Dynamic Applications with Scenario-Aware Dataflow Graphs
Volume 2, Issue 1 , June 2024, 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
Adaptive Weighted Knowledge Distillation for 3D Object Detection in Self-Driving Cars Using Point Cloud
Volume 2, Issue 1 , June 2024, Pages 118-136