18 citations · 47 across the 16 of their papers we have counts for
18 papers
ClusterSeq: Enhancing Sequential Recommender Systems with Clustering based Meta-Learning
Mohammmadmahdi Maheri, Reza Abdollahzadeh, Bardia Mohammadi +3
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 d…
Operational scheduling of oil products pipeline with intermediate event occurrences
Seyyed Hamed Moghimi, Jafar Habibi, Hamid Jahad +1
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,…
A Novel Experts Advice Aggregation Framework Using Deep Reinforcement Learning for Portfolio Management
MohammadAmin Fazli, Mahdi Lashkari, Hamed Taherkhani +1
Solving portfolio management problems using deep reinforcement learning has been getting much attention in finance for a few years. We have proposed a new method using experts sign…
Tag Recommendation for Online Q&A Communities based on BERT Pre-Training Technique
Navid Khezrian, Jafar Habibi, Issa Annamoradnejad
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…
Using Experts' Opinions in Machine Learning Tasks
Jafar Habibi, Amir Fazelinia, Issa Annamoradnejad
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' opin…
A Scalable Architecture for Monitoring IoT Devices Using Ethereum and Fog Computing
Shirin Tahmasebi, Jafar Habibi, Abolhassan Shamsaie
With the recent considerable developments in the Internet of Things (IoT), billions of resource-constrained devices are interconnected through the internet. Monitoring this huge nu…
Criteria Based Evaluation Framework for Service Oriented Methodologies
Mahdi Fahmideh, Jafar Habibi, Fereidoon Shams +1
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 distrib…
Predicting Subjective Features of Questions of QA Websites using BERT
Issa Annamoradnejad, Mohammadamin Fazli, Jafar Habibi
Community Question-Answering websites, such as StackOverflow and Quora, expect users to follow specific guidelines in order to maintain content quality. These systems mainly rely o…
A Comprehensive Analysis of Twitter Trending Topics
Issa Annamoradnejad, Jafar Habibi
In Twitter, a name, phrase, or topic that is mentioned at a greater rate than others is called a "trending topic" or simply "trend". Twitter trends list has a powerful ability to p…
Hybrid-Learning approach toward situation recognition and handling
Hossein Rajaby Faghihi, Mohammad Amin Fazli, Jafar Habibi
The success of smart environments largely depends on their smartness of understanding the environments' ongoing situations. Accordingly, this task is an essence to smart environmen…
Reactive Liquid: Optimized Liquid Architecture for Elastic and Resilient Distributed Data Processing
Seyed Esmaeil Mirvakili, MohammadAmin Fazli, Jafar Habibi
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…
Feature Extraction from Degree Distribution for Comparison and Analysis of Complex Networks
Sadegh Aliakbary, Jafar Habibi, Ali Movaghar
The degree distribution is an important characteristic of complex networks. In many data analysis applications, the networks should be represented as fixed-length feature vectors a…
Team Selection For Prediction Tasks
MohammadAmin Fazli, Azin Ghazimatin, Jafar Habibi +1
Given a random variable and a set of experts , we describe a method for finding a subset of experts whose aggregated opinion best predicts the…
Learning an Integrated Distance Metric for Comparing Structure of Complex Networks
Sadegh Aliakbary, Sadegh Motallebi, Jafar Habibi +1
Graph comparison plays a major role in many network applications. We often need a similarity metric for comparing networks according to their structural properties. Various network…
Quantification and Comparison of Degree Distributions in Complex Networks
Sadegh Aliakbary, Jafar Habibi, Ali Movaghar
The degree distribution is an important characteristic of complex networks. In many applications, quantification of degree distribution in the form of a fixed-length feature vector…
Generative Model Selection Using a Scalable and Size-Independent Complex Network Classifier
Sadegh Motallebi, Sadegh Aliakbary, Jafar Habibi
Real networks exhibit nontrivial topological features such as heavy-tailed degree distribution, high clustering, and small-worldness. Researchers have developed several generative…
On the Non-Progressive Spread of Influence through Social Networks
MohammadAmin Fazli, Mohammad Ghodsi, Jafar Habibi +3
The spread of influence in social networks is studied in two main categories: the progressive model and the non-progressive model (see e.g. the seminal work of Kempe, Kleinberg, an…
A Hybrid Three Layer Architecture for Fire Agent Management in Rescue Simulation Environment
Alborz Geramifard, Peyman Nayeri, Reza Zamani-Nasab +1
This paper presents a new architecture called FAIS for imple- menting intelligent agents cooperating in a special Multi Agent environ- ment, namely the RoboCup Rescue Simulation Sy…