Learning Team Synergy from Team Composition with a Siamese Transformer
Proceedings of the International Florida Artificial Intelligence Research Society ConferencePredicting match outcomes typically depends on rich performance statistics. This work investigates whether it is possible to extract team synergy from only team composition and use it for sports outcome prediction.
Xiaomeng Ye +3 more
doaj
Surgical benchmarks, mid-term oncological outcomes, and impact of surgical team composition on simultaneous enbloc robot-assisted radical cystectomy and nephroureterectomy. [PDF]
BMC Urol, 2021 Buse S +4 more
europepmc +1 more source
A Knowledge‐Based Approach for Understanding and Managing Additive Manufacturing Data
Advanced Engineering Materials, EarlyView.Additive manufacturing processes generate a large amount of data. Effectively managing, understanding, and retrieving information from this data remains a major challenge. Therefore, we propose an ontology‐based approach to integrate heterogeneous data, enable semantic queries, and support decision‐making.
Mina Abd Nikooie Pour +5 more
wiley +1 more source
Solving the Synergistic Team Composition Problem
International Joint Conference on Autonomous Agents and Multiagent Systems, 2018 Co-operative learning is used to refer to learning procedures for heterogeneous teams in which individual and teamwork are organised to complete academic tasks. Key factors for team performance are competences, personality and team members' genders. Here, we present a computational model to form heterogeneous teams that incorporates those key factors ...
Ewa Andrejczuk +4 more
openaire +3 more sources
Fostering Innovation: Streamlining Magnetocaloric Materials Research by Digitalization
Advanced Engineering Materials, EarlyView.Magnetocaloric cooling (MCE) is an environmentally friendly refrigeration method with great potential. Optimizing MCE materials involves the preparation and screening of large quantities of samples, which in turn generates a large amount of data. A digitalization approach is presented that uses ontologies, knowledge graphs, and digital workflows to ...
Simon Bekemeier +17 more
wiley +1 more source
The objective of the paper is to consider the applicability of the behavioral and personality assessment instruments in recruitment, appraisal and development of organization’s teams’ effectiveness.
Suman, Elena
core
Entrepreneurial Team Composition; Multiple cases study of composing an entrepreneurial team [PDF]
, 2016 MSc in Knowledge-based EntrepreneurshipThis thesis investigates the experiences of entrepreneurial team composition from entrepreneurs. The purpose is to create a simplified formation of entrepreneurial team composition through the analysis the ...
Lin, Hexuan
core
Customer Discrimination and Ethnic Team Composition
, 2023 This paper examines the relationship between customer preferences and ethnic team composition in German professional soccer. Ethnic team composition is measured using facial recognition techniques, player names, and nationality.
Wolters, Leonie +2 more
core
Fatigue Crack Initiation and Growth in Nanocrystalline Ni at Multiple Length‐Scales
Advanced Engineering Materials, EarlyView.Overview of miniaturized in situ SEM fatigue setup and resultant fatigue crack growth data for nanocrystalline Ni. The presented study focuses on the analysis of fatigue crack growth rate (FCGR) in focused ion beam‐notched microcantilevers prepared from nanocrystalline (NC) Ni as a model material.
Igor Moravcik +7 more
wiley +1 more source
Belbin Revisited: The Construct Validity of the Interplace II Team Role Instrument
In the present study the construct validity of the revised edition of the Belbin Team Roles measure, the so-called Interplace II program, is tested. Three parallel parts were used to determine someone’s team roles.
Dierendonck, D. van, Groen, R.
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