Technical Paper
WSAMLP: Water Strider Algorithm and Artificial Neural Network-based Activity Detection Method in Smart Homes

J. Barazande; N. Farzaneh

Volume 10, Issue 1 , January 2022, Pages 1-13

http://dx.doi.org/10.22044/jadm.2021.10781.2215

Abstract
  One of the crucial applications of IoT is developing smart cities via this technology. Smart cities are made up of smart components such as smart homes. In smart homes, a variety of sensors are used for making the environment smart, and the smart things, in such homes, can be used for detecting the activities ...  Read More

Original/Review Paper
Question Classification in Question Answering System using Combination of Ensemble Classification and Feature Selection

Sh. Golzari; F. Sanei; M.R. Saybani; A. Harifi​; M. Basir

Volume 10, Issue 1 , January 2022, Pages 15-24

http://dx.doi.org/10.22044/jadm.2021.10016.2142

Abstract
  A Question Answering System (QAS) is a special form of information retrieval which consists of three parts: question processing, information retrieval, and answer selection. Determining the type of question is the most important part of QAS as it affects other following parts. This study uses effective ...  Read More

Original/Review Paper
Optimizing CELF Algorithm for Influence Maximization Problem in Social Networks

M. Taherinia; M. Esmaeili; B. Minaei Bidgoli

Volume 10, Issue 1 , January 2022, Pages 25-41

http://dx.doi.org/10.22044/jadm.2021.10964.2254

Abstract
  The Influence Maximization Problem in social networks aims to find a minimal set of individuals to produce the highest influence on other individuals in the network. In the last two decades, a lot of algorithms have been proposed to solve the time efficiency and effectiveness challenges of this NP-Hard ...  Read More

Original/Review Paper
Reconstruction of 3D Stack of Stars in Cardiac MRI using a Combination of GRASP and TV

M. Tavakkoli; A. Ebrahimzadeh; A. Nasiraei Moghaddam; J. Kazemitabar

Volume 10, Issue 1 , January 2022, Pages 43-51

http://dx.doi.org/10.22044/jadm.2021.10232.2161

Abstract
  One of the most advanced non-invasive medical imaging methods is MRI that can make a good contrast between soft tissues. The main problem with this method is the time limitation in data acquisition, particularly in dynamic imaging. Radial sampling is an alternative for faster data acquisition and has ...  Read More

Original/Review Paper
Automatic Shadow Direction Determination using Shadow Low Gradient Direction Feature in RGB VHR Remote Sensing Images

M. Kakooei; Y. Baleghi

Volume 10, Issue 1 , January 2022, Pages 53-61

http://dx.doi.org/10.22044/jadm.2021.10705.2205

Abstract
  Shadow detection provides worthwhile information for remote sensing applications, e.g. building height estimation. Shadow areas are formed in the opposite side of the sunlight radiation to tall objects, and thus, solar illumination angle is required to find probable shadow areas. In recent years, Very ...  Read More

Original/Review Paper
Deformable 3D Shape Matching to Try on Virtual Clothes via Laplacian-Beltrami Descriptor

H. Fathi; A.R. Ahmadyfard; H. Khosravi

Volume 10, Issue 1 , January 2022, Pages 63-74

http://dx.doi.org/10.22044/jadm.2021.10749.2212

Abstract
  Recently, significant attention has been paid to the development of virtual reality systems in several fields such as commerce. Trying on virtual clothes is becoming a solution for the online clothing industry. In this paper, we propose a method for the problem of virtual clothing using 3D point matching ...  Read More

Review Article
A New Learning-based Spatiotemporal Descriptor for Online Symbol Recognition

M. Sepahvand; F. Abdali-Mohammadi

Volume 10, Issue 1 , January 2022, Pages 75-86

http://dx.doi.org/10.22044/jadm.2022.11150.2262

Abstract
  The success of handwriting recognition methods based on digitizer-pen signal processing is mostly dependent on the defined features. Strong and discriminating feature descriptors can play the main role in improving the accuracy of pattern recognition. Moreover, most recognition studies utilize local ...  Read More

Original/Review Paper
Customer Behavior Analysis to Improve Detection of Fraudulent ‎Transactions using Deep Learning

F. Baratzadeh; Seyed M. H. Hasheminejad

Volume 10, Issue 1 , January 2022, Pages 87-101

http://dx.doi.org/10.22044/jadm.2022.10124.2151

Abstract
  With the advancement of technology, the daily use of bank credit cards has been increasing exponentially. Therefore, the fraudulent use of credit cards by others as one of the new crimes is also growing fast. For this reason, detecting and preventing these attacks has become an active area of study. ...  Read More

Original/Review Paper
A Clustering-Classification Recommender System based on Firefly Algorithm

H.R. Koosha; Z. Ghorbani; R. Nikfetrat

Volume 10, Issue 1 , January 2022, Pages 103-116

http://dx.doi.org/10.22044/jadm.2021.10782.2216

Abstract
  In the last decade, online shopping has played a vital role in customers' approach to purchasing different products, providing convenience to shop and many benefits for the economy. E-commerce is widely used for digital media products such as movies, images, and software. So, recommendation systems are ...  Read More

Original/Review Paper
Persian Phoneme and Syllable Recognition using Recurrent Neural Networks for Phonological Awareness Assessment

M. Khanzadi; H. Veisi; R. Alinaghizade; Z. Soleymani

Volume 10, Issue 1 , January 2022, Pages 117-126

http://dx.doi.org/10.22044/jadm.2022.11185.2268

Abstract
  One of the main problems in children with learning difficulties is the weakness of phonological awareness (PA) skills. In this regard, PA tests are used to evaluate this skill. Currently, this assessment is paper-based for the Persian language. To accelerate the process of the assessments and make it ...  Read More

Original/Review Paper
Reward and Penalty Model for the Lighting of Public Thoroughfares Contracts: An Empirical Study in a Distribution Company

R. Ghotboddini; H. Toossian Shandiz

Volume 10, Issue 1 , January 2022, Pages 127-138

http://dx.doi.org/10.22044/jadm.2021.10730.2210

Abstract
  Lighting continuity is one of the preferences of citizens. Public lighting management from the viewpoint of city residents improves social welfare. The quality of lamps and duration of lighting defect correction is important in lighting continuity. In this regard, reward and penalty mechanism plays an ...  Read More

Original/Review Paper
Text Sentiment Classification based on Separate Embedding of Aspect and Context

A. Lakizadeh; E. Moradizadeh

Volume 10, Issue 1 , January 2022, Pages 139-149

http://dx.doi.org/10.22044/jadm.2021.11022.2249

Abstract
  Text sentiment classification in aspect level is one of the hottest research topics in the field of natural language processing. The purpose of the aspect-level sentiment analysis is to determine the polarity of the text according to a particular aspect. Recently, various methods have been developed ...  Read More