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Algorithm Comparison for Student-Supervisor Matching in Supervisorship System Development: K-Means vs. One-to-Many Gale-Shapley

open access: yes
This paper presents a comparative analysis of the K-Means and Gale-Shapley algorithms for matching students to supervisors. The two algorithms are evaluated based on their performance in terms of preference satisfaction, balance of workload, time ...
Zhaparov, Meirambek, Serek, Azamat
core  

Research on multi-dimensional resource intelligent collaborative algorithm for task-driven stereoscopic wireless Mesh networks

open access: yes物联网学报
In order to deal with the problem of multi-dimensional resource allocation in future wireless Mesh networks with limited resources and dynamic changes in network topology and user demands in emergency communication scenarios, a dynamic Mesh network ...
Gu Hao, Li Shiyang, Zhu Xiaorong
doaj   +2 more sources

Manipulationsanreize im Gale-Shapley-Algorithmus: Ein Literaturüberblick [PDF]

open access: yes
Die von Gale und Shapley in ihrem 1962 veröffentlichten Artikel College Admissions and the Stability of Marriage vorgestellte deferred acceptance procedure hat in der Literatur zu einer umfassenden Diskussion über Zuordnungsverfahren auf zweiseitigen ...
Hüber, Frank
core  

Comparative Analysis of Greedy, Gale-Shapley, and Score-Based Methods for Optimal Project Allocation

open access: yes
International audienceThe project allocation problem is essential in various fields, including academic and organizational settings, where efficient, stable, and satisfying assignments are crucial for maximizing engagement and productivity.
Zhang, Ru Johnny
core   +1 more source

Joint User-Centric Clustering and Pilot Allocation for Scalable Cell-Free Massive MIMO System

open access: yesInternational Journal of Technology
Cell-free massive multiple-input multiple-output (MIMO) is a promising technology where many access points (APs) cooperate to jointly serve user equipments (UEs) within the same time-frequency resource. However, the initial form of cell-free massive MIMO
Irma Zakia, Muhammad Brata
doaj   +1 more source

The Neuromuscular Portal and Match: Working Toward a More Fair, Equitable, and Transparent Process. [PDF]

open access: yesNeurol Educ, 2023
Laughlin RS   +15 more
europepmc   +1 more source

UEG Week 2025 Poster Presentations

open access: yes
United European Gastroenterology Journal, Volume 13, Issue S8, Page S803-S1476, October 2025.
wiley   +1 more source

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