Applied Article H.3. Artificial Intelligence
Enhancing Aspect-based Sentiment Analysis with ParsBERT in Persian Language

Farid Ariai; Maryam Tayefeh Mahmoudi; Ali Moeini

Articles in Press, Accepted Manuscript, Available Online from 28 January 2024

https://doi.org/10.22044/jadm.2023.13666.2482

Abstract
  In the era of pervasive internet use and the dominance of social networks, researchers face significant challenges in Persian text mining, including the scarcity of adequate datasets in Persian and the inefficiency of existing language models. This paper specifically tackles these challenges, aiming ...  Read More

Original/Review Paper F.2.11. Applications
Low-order Robust Controller for DC-DC Quadratic Buck Converter: Design and Implementation

Ali Sedehi; Alireza Alfi; Mohammadreza Mirjafari

Articles in Press, Accepted Manuscript, Available Online from 12 February 2024

https://doi.org/10.22044/jadm.2024.13584.2475

Abstract
  This paper addresses a key challenge in designing a suitable controller for DC-DC converters to regulate the output voltage effectively within a limited time frame. In addition to non-minimum phase behavior of such type of converter, a significant issue, namely parametric uncertainty, can further complicate ...  Read More

Original/Review Paper H.5. Image Processing and Computer Vision
Automatic Brain Tumor Detection in Brain MRI Images using Deep Learning Methods

Farima Fakouri; Mohsen Nikpour; Abbas Soleymani Amiri

Articles in Press, Accepted Manuscript, Available Online from 24 February 2024

https://doi.org/10.22044/jadm.2024.13148.2452

Abstract
  Due to the increased mortality caused by brain tumors, accurate and fast diagnosis of brain tumors is necessary to implement the treatment of this disease. In this research, brain tumor classification performed using a network based on ResNet architecture in MRI images. MRI images that available in the ...  Read More

Technical Paper B.3. Communication/Networking and Information Technology
Intrusion Detection for IoT Network Security with Deep learning

Roya Morshedi; S. Mojtaba Matinkhah; Mohammad Taghi Sadeghi

Articles in Press, Accepted Manuscript, Available Online from 04 March 2024

https://doi.org/10.22044/jadm.2023.13539.2471

Abstract
  IoT devices has witnessed a substantial increase due to the growing demand for smart devices. Intrusion Detection Systems (IDS) are critical components for safeguarding IoT networks against cyber threats. This study presents an advanced approach to IoT network intrusion detection, leveraging deep learning ...  Read More

Applied Article H.3. Artificial Intelligence
X-SHAoLIM: Novel Feature Selection Framework for Credit Card Fraud Detection

Sajjad Alizadeh Fard; Hossein Rahmani

Articles in Press, Accepted Manuscript, Available Online from 04 March 2024

https://doi.org/10.22044/jadm.2024.13630.2480

Abstract
  Fraud in financial data is a significant concern for both businesses and individuals. Credit card transactions involve numerous features, some of which may lack relevance for classifiers and could lead to overfitting. A pivotal step in the fraud detection process is feature selection, which profoundly ...  Read More