no code implementations • 20 Nov 2023 • Narges Sadat Fazeli Dehkordi, Hadi Zare, Parham Moradi, Mahdi Jalili
The customization of recommended content to users holds significant importance in enhancing user experiences across a wide spectrum of applications such as e-commerce, music, and shopping.
no code implementations • 24 Feb 2023 • Linji Chen, Homayoun Hamedmoghadam, Mahdi Jalili, Mohsen Ramezani
With recent developments in vehicle and battery technologies, electric vehicles (EVs) are rapidly getting established as a sustainable alternative to traditional fossil-fuel vehicles.
1 code implementation • 29 Jul 2022 • Saman Ahmadi, Guido Tack, Daniel Harabor, Philip Kilby, Mahdi Jalili
This paper leverages the recent state-of-the-art techniques in both constrained pathfinding and bi-objective search and presents two new solution approaches to the WCSPP on the basis of A* search, both capable of solving hard WCSPP instances on very large graphs.
no code implementations • 13 Feb 2022 • Ahmad Asgharian Rezaei, Justin Munoz, Mahdi Jalili, Hamid Khayyam
Vital node identification is the problem of finding nodes of highest importance in complex networks.
no code implementations • 13 Feb 2022 • Mohammadreza Radmanesh, Hossein Ghorbanzadeh, Ahmad Asgharian Rezaei, Mahdi Jalili, Xinghuo Yu
The final representations are the results of concatenating source and target embedding vectors.
no code implementations • 28 Aug 2021 • Amir Reza Jafari, Behnam Heidary, Reza Farahbakhsh, Mostafa Salehi, Mahdi Jalili
These days different platforms such as social media provide their clients from different backgrounds and languages the possibility to connect and exchange information.
no code implementations • 11 Aug 2021 • Hui Song, Chen Liu, Mahdi Jalili, Xinghuo Yu, Peter McTaggart
Optimal coordinated charging is a multi-objective optimization problem (MOOP) in nature, with objective functions such as minimum price charging and minimum disruptions to the grid.
no code implementations • 21 Dec 2020 • Amin Javari, Mehrab Norouzitallab, Mahdi Jalili
We propose a methodology to solve the link initiation feedback prediction problem in this multilayer fashion.
1 code implementation • 8 May 2020 • Moein Khajehnejad, Ahmad Asgharian Rezaei, Mahmoudreza Babaei, Jessica Hoffmann, Mahdi Jalili, Adrian Weller
We believe we are the first to use embeddings for the task of fair influence maximization.
no code implementations • 24 Dec 2019 • Hadi Zare, Mahdi Hajiabadi, Mahdi Jalili
The proposed approach learns the relevant features of communities through a generative probabilistic model without any prior assumption on the communities.
2 code implementations • 8 Oct 2019 • Seyed Amjad Seyedi, S. Siamak Ghodsi, Fardin Akhlaghian, Mahdi Jalili, Parham Moradi
The major challenge of learning from multi-label data has arisen from the overwhelming size of label space which makes this problem NP-hard.
no code implementations • 23 Apr 2019 • Shaghayegh Najari, Mostafa Salehi, Vahid Ranjbar, Mahdi Jalili
Multilayer networks with similar nodes across layers are also known as multiplex networks.
no code implementations • 4 Mar 2019 • Nameer Al Khafaf, Mahdi Jalili, Peter Sokolowski
The smart metering infrastructure has changed how electricity is measured in both residential and industrial application.
no code implementations • 7 Jan 2018 • Homayoun Hamedmoghadam, Nima Joorabloo, Mahdi Jalili
Accurate prediction of long-term electricity demand has a significant role in demand side management and electricity network planning and operation.