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Algorithms for partially robust team formation
In one of its simplest forms, Team Formation involves deploying the least expensive team of agents while covering a set of skills. While current...
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Comparing computational algorithms for team formation in the classroom: a classroom experience
Throughout recent years, several researchers have proposed computational tools and algorithms to support team formation in the classroom. The result...
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Intelligent team formation and player selection: a data-driven approach for football coaches
This article presents a data-driven approach called Intelligent Team Formation and Player Selection (ITFPS), aimed at assisting football coaches in...
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Privacy-Aware Explanations for Team Formation
Over the recent years there is a growing move towards explainable AI (XAI). The widespread use of AI systems in a large variety of applications that...
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CCTFv1: Computational Modeling of Cyber Team Formation Strategies
Rooted in collaborative efforts, cybersecurity spans the scope of cyber competitions and warfare. Despite extensive research into team strategy in...
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Improving Student Team Formation in Design Classrooms Using a Novel Approach
This paper proposes a novel method for student team formation, using a combination of student-provided information, instructor guidance, data...
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A Streaming Approach to Neural Team Formation Training
Predicting future successful teams of experts who can effectively collaborate is challenging due to the experts’ temporality of skill sets, levels of...
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An Approach for Efficient Experts Selection in Team Formation Problems
This paper addresses the team formation problem for task-oriented projects, where experts are selected based on performance. The tasks are assigned...
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An Approach for Team Formation Using Modified Grey Wolf Optimizer
The team formation problem is to find a subset of agents, referred to as a team, from a given set of agents such that the team satisfies some...
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Bootless Application of Greedy Re-ranking Algorithms in Fair Neural Team Formation
Team formation aims to automate forming teams of experts who can successfully solve difficult tasks, which have firsthand effects on creating...
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Online Team Formation Under Different Synergies
Team formation is ubiquitous in many sectors: education, labor markets, sports, etc. A team’s success depends on its members’ latent types, which are...
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An Integer Linear Programming Model for Team Formation in the Classroom with Constraints
Teamwork is essential in many industries to tackle complex projects. Thus, the development of teamwork skills is crucial in higher education. In the...
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DSCAN for Geo-social Team Formation
Nowadays, geo-based social group activities have become popular because of the availability of geo-location information. In this paper, we propose a...
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Hybrid Evolutionary Approach to Team Building using PROMETHEE II
Multi-Criteria Decision Making (MCDM) methods, such as PROMETHEE II, play a crucial role in complex decision-making scenarios, including team...
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Learning heterogeneous subgraph representations for team discovery
The team discovery task is concerned with finding a group of experts from a collaboration network who would collectively cover a desirable set of...
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Quantifying effectiveness of team recommendation for collaborative software development
It is undeniable that software development is a team-based activity. The quality of the delivered product highly depends on the team configuration....
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Unveiling the dynamics of team age structure and its impact on scientific innovation
In the dynamic landscape of contemporary scientific research characterized by increasing collaboration, this study, leveraging a comprehensive...
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T-Game: A Team Formation Game for Enhancing Cross-Disciplinary Cooperation
The advance of technology has communication and knowledge acquisition become more convenient. The ability of participants in single professional...
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Team Faultlines in Online Visual Programming Learning Platform: Considering the Effect of Team Leaders’ Characteristics
This study investigates the impact of faultlines, created by differences in multiple attribute characteristics among team members, on the learning...
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Team performance analysis in football match using network analysis-based approach
In team sports like football, players assume various positions based on the team’s strategy, contributing to overall team performance. Player...
