Explanipedia

Impacts of generative artificial intelligence on the future of labor market: A systematic review Open

Nader Salari, Mahan Beiromvand, Amin Hosseinian‐Far, Jafar Habibi, Fateme Babajani , et al. · 2025

Background: Generative AI (GenAI) has the ability to autonomously collect and process data to generate contents, inform decisions, solve problems, and perform tasks that typically require human reasoning. This Systematic Review is conducte…

Scanning Trojaned Models Using Out-of-Distribution Samples Open

Hossein Mirzaei, Ali Ansari, Bahar Dibaei Nia, Mojtaba Nafez, Moein Madadi , et al. · 2025

Scanning for trojan (backdoor) in deep neural networks is crucial due to their significant real-world applications. There has been an increasing focus on developing effective general trojan scanning methods across various trojan attacks. D…

Mitigating Spurious Negative Pairs for Robust Industrial Anomaly Detection Open

Hossein Mirzaei, Mojtaba Nafez, Jafar Habibi, Mohammad Sabokrou, Mohammad Hossein Rohban · 2025

Despite significant progress in Anomaly Detection (AD), the robustness of existing detection methods against adversarial attacks remains a challenge, compromising their reliability in critical real-world applications such as autonomous dri…

Emo3D: Metric and Benchmarking Dataset for 3D Facial Expression Generation from Emotion Description Open

Mahshid Dehghani, Amirahmad Shafiee, Ali Shafiei, Neda Fallah, Farzaneh Alizadeh , et al. · 2025

A Decision Support System for Stock Selection and Asset Allocation Based on Fundamental Data Analysis Open

Ali Abrishami, Jafar Habibi, AmirAli Jarrahi, Dariush Amiri, MohammadAmin Fazli · 2024

Financial markets are integral to a country's economic success, yet their complex nature raises challenging issues for predicting their behaviors. There is a growing demand for an integrated system that explores the vast and diverse data i…

Emo3D: Metric and Benchmarking Dataset for 3D Facial Expression Generation from Emotion Description Open

Mahshid Dehghani, Amirahmad Shafiee, Ali Shafiei, Neda Fallah, Farzaneh Alizadeh , et al. · 2024

Existing 3D facial emotion modeling have been constrained by limited emotion classes and insufficient datasets. This paper introduces "Emo3D", an extensive "Text-Image-Expression dataset" spanning a wide spectrum of human emotions, each pa…

Universal Novelty Detection Through Adaptive Contrastive Learning Open

Hossein Mirzaei, Mojtaba Nafez, Mohammad Jafari, Mohammad Bagher Soltani, Mohammad Azizmalayeri , et al. · 2024

Novelty detection is a critical task for deploying machine learning models in the open world. A crucial property of novelty detection methods is universality, which can be interpreted as generalization across various distributions of train…

ClusterSeq: Enhancing Sequential Recommender Systems with Clustering based Meta-Learning Open

Mohammmadmahdi Maheri, Reza Abdollahzadeh, Bardia Mohammadi, Mina Rafiei, Jafar Habibi , et al. · 2023

In practical scenarios, the effectiveness of sequential recommendation systems is hindered by the user cold-start problem, which arises due to limited interactions for accurately determining user preferences. Previous studies have attempte…

A Conceptual Framework for Knowledge Architecture in Large-Scale Organizations Open

Touraj Varaee, Jafar Habibi, Ali Mohaghar · 2023

The main concern for most organizations in this age, which has been called the age of knowledge-based economy, is their success and superiority in competitive markets. Reviewing the parameters that might have been effective on the success …

Operational scheduling of oil products pipeline with intermediate event occurrences Open

Seyyed Hamed Moghimi, Jafar Habibi, Hamid Jahad, Mohammad Amin Fazli · 2023

Oil products are the main source of energy in the world today. Distribution of these products is one of the main issues in the industry. The main tools for this work are pipelines, and along with it, railways, shipping and roads are also u…

Operational Scheduling of Oil Products Pipeline with Intermediate Event Occurrences Open

Seyyed Hamed Moghimi, Jafar Habibi, MohammadAmin Fazli, Hamid Jahad Sarvestani, Seyed-Hasan Mirian-Hosseinabadi · 2023

Workflow Ensemble Scheduling in Edge-Based Infrastructures for Workflows with Optional and Mandatory Tasks Using Heuristic Algorithms Open

Farzaneh Rastegar, Zahra Nazari, MohammadAmin Fazli, Jafar Habibi · 2023

Hybrid Learning Approach Toward Situation Recognition and Handling Open

Hossein Rajaby Faghihi, Mohammad Amin Fazli, Jafar Habibi · 2021

We propose a novel hybrid learning approach to gain situation awareness in smart environments by introducing a new situation identifier that combines an expert system and a machine learning approach. Traditionally, expert systems and machi…

Tag Recommendation for Online Q&A Communities based on BERT Pre-Training Technique Open

Navid Khezrian, Jafar Habibi, Issa Annamoradnejad · 2020

Online Q&A and open source communities use tags and keywords to index, categorize, and search for specific content. The most obvious advantage of tag recommendation is the correct classification of information. In this study, we used the B…

Tag Recommendation for Online Q&A Communities based on BERT Pre-Training Technique. Open

Navid Khezrian, Jafar Habibi, Issa Annamoradnejad · 2020

Online Q&A and open source communities use tags and keywords to index, categorize, and search for specific content. The most obvious advantage of tag recommendation is the correct classification of information. In this study, we used the B…

A Scalable Architecture for Monitoring IoT Devices Using Ethereum and Fog Computing Open

Shirin Tahmasebi, Jafar Habibi, Abolhassan Shamsaie · 2020

With the recent considerable developments in the Internet of Things (IoT), billions of resource-constrained devices are interconnected through the internet. Monitoring this huge number of IoT devices that are heterogeneous in terms of unde…

Using Experts' Opinions in Machine Learning Tasks Open

Jafar Habibi, Amir Fazelinia, Issa Annamoradnejad · 2020

In machine learning tasks, especially in the tasks of prediction, scientists tend to rely solely on available historical data and disregard unproven insights, such as experts' opinions, polls, and betting odds. In this paper, we propose a …

Using Experts' Opinions in Machine Learning Tasks. Open

Amir Fazelinia, Issa Annamoradnejad, Jafar Habibi · 2020

In machine learning tasks, especially in the tasks of prediction, scientists tend to rely solely on available historical data and disregard unproven insights, such as experts' opinions, polls, and betting odds. In this paper, we propose a …

A Scalable Architecture for Monitoring IoT Devices Using Ethereum and\n Fog Computing Open

Shirin Tahmasebi, Jafar Habibi, Abolhassan Shamsaie · 2020

With the recent considerable developments in the Internet of Things (IoT),\nbillions of resource-constrained devices are interconnected through the\ninternet. Monitoring this huge number of IoT devices that are heterogeneous in\nterms of u…

Criteria Based Evaluation Framework for Service Oriented Methodologies Open

Mahdi Fahmideh, Jafar Habibi, Fereidoon Shams, Sedigheh Khoshnevis · 2020

Service Oriented Software Engineering is based on concepts and principles for constructing complex enterprise systems in which services as building block of the system, are distributed in large networks. The main goal of the service orient…

Criteria Based Evaluation Framework for Service Oriented Methodologies Open

Mahdi Fahmideh, Jafar Habibi, Fereidoon Shams, Sedigheh Khoshnevis · 2020

Service Oriented Software Engineering is based on concepts and principles for constructing complex enterprise systems in which services as building block of the system, are distributed in large networks. The main goal of the service orient…

Structural attributes, locational information and prices of 139750 apartment real estate listings in the city of Tehran, Iran Open

Rahimberdi Annamoradnejad, Issa Annamoradnejad, Taher Safarrad, Jafar Habibi · 2020

The dataset contains structural attributes, locational information and prices for more than 139 thousand apartments in the city of Tehran (Iran). The data was collected from the largest national real estate website using a web crawler. It …

Parasite cloud service providers: on-demand prices on top of spot prices Open

Hamid Haghshenas, Jafar Habibi, Mohammad Amin Fazli · 2019

On-demand resource provisioning and elasticity are two of the main characteristics of the cloud computing paradigm. As a result, the load on a cloud service provider (CSP) is not fixed and almost always a number of its physical resources a…

Feature Model Configuration Based on Two-Layer Modelling in Software Product Lines Open

Elham Farahani, Jafar Habibi · 2019

The aim of the Software Product Line (SPL) approach is to improve the software development process by producing software products that match the stakeholders’ requirements. One of the important topics in SPLs is the feature model (FM) conf…

RUbIn: A Framework for Reliable and Ubiquitous Inference in WSNs Open

Abolhassan Shamsaie, Jafar Habibi, Erfan Abdi, Fatemeh Ghassemi · 2019

Development of IoT applications brings a new movement to the functionality of wireless sensor networks (WSNs) from only environment sensing and data gathering to collaborative inferring and ubiquitous intelligence. In intelligent WSNs, nod…

Reactive Liquid: Optimized Liquid Architecture for Elastic and Resilient\n Distributed Data Processing Open

Seyed Esmaeil Mirvakili, MohammadAmin Fazli, Jafar Habibi · 2019

Today's most prominent IT companies are built on the extraction of insight\nfrom data, and data processing has become crucial in data-intensive businesses.\nNevertheless, the size of data which should be processed is growing\nsignificantly…

Reactive Liquid: Optimized Liquid Architecture for Elastic and Resilient Distributed Data Processing Open

Seyed Esmaeil Mirvakili, MohammadAmin Fazli, Jafar Habibi · 2019

Today's most prominent IT companies are built on the extraction of insight from data, and data processing has become crucial in data-intensive businesses. Nevertheless, the size of data which should be processed is growing significantly fa…

Structural attributes, locational information and prices of more than 139 thousand apartment real estate listings in the city of Tehran (Iran) Open

Rahimberdi Annamoradnejad, Issa Annamoradnejad, Taher Safarrad, Jafar Habibi · 2018

The dataset contains structural attributes, locational information and prices for more than 139 thousand apartments in the city of Tehran (Iran). The data was collected from the largest national real estate website using a web crawler and …

Hybrid multiscale modeling and prediction of cancer cell behavior Open

Mohammad Hossein Zangooei, Jafar Habibi · 2017

Our proposed model, which we term a hybrid multiscale modeling of cancer cell behavior, has the potential to combine the best features of both continuum and discrete models. The in silico results indicate that the 3D model can represent ke…

Improving Service-Oriented Architecture Processes in Process of Automatic Services Composition Using Memory and QF, QWV Factor Open

Behnaz Nahvi, Jafar Habibi · 2016

The application of service-orientated architecture in organizations for implementation of complicated workflows in electronic way using composite web services has become widespread. Thus, challenging research issues have also been raised i…

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