Volume 2 (2024)
Volume 1 (2023)
Number of Articles: 11
A Deep Learning Framework for Evaluating Dynamic Network Generative Models and Anomaly Detection
Volume 1, Issue 2 , January 2024, Pages 171-186
Abstract
Understanding dynamic systems like disease outbreaks, social influence, and information diffusion requires effective modeling of complex networks. Traditional evaluation methods for ... Read More
Improving Social Image Recommendations through Emotion Analysis
Volume 1, Issue 2 , January 2024, Pages 162-170
Abstract
With the rapid expansion of the Internet and social networks, the volume of images available online has increased dramatically, making it challenging for users to find relevant content. ... Read More
Beyond Six Degrees of Separation: Exploring Milgram's Condition in Complex Networks
Volume 1, Issue 2 , January 2024, Pages 137-161
Abstract
The concept of six degrees of separation stands as a significant phenomenon, positing that any two independent entities worldwide can connect through a chain of no more than six acquaintances. ... Read More
Adaptive Weighted Knowledge Distillation for 3D Object Detection in Self-Driving Cars Using Point Cloud
Volume 1, Issue 2 , January 2024, Pages 118-136
Abstract
3D object detection for self-driving cars has emerged as a critical challenge, largely due to the constraints of computing resources and the requirement for real-time processing. For ... Read More
Graph-Theoretic Analysis of de Bruijn Graphs: Fault Resilience and Fragility
Volume 1, Issue 2 , January 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 1, Issue 2 , January 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 1, Issue 2 , January 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 1, Issue 2 , January 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 1, Issue 2 , January 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 1, Issue 2 , January 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 1, Issue 2 , January 2024, Pages 1-13