Navigating the development challenges in creating complex data systems.
Sören DittmerMichael RobertsJulian D. GilbeyAnder BiguriIan SelbyAnna BregerMatthew ThorpeJonathan R. Weir-McCallEffrossyni Gkrania-KlotsasAnna KorhonenEmily JeffersonGeorg LangsGuang YangHelmut ProschJan StanczukJing TangJudith BabarLorena Escudero SanchezPhilip TeareMishal PatelMarcel WassinMarkus HolzerNicholas WaltonPietro LióTolou ShadbahrEvis SalaJacobus PrellerJames H. F. RuddJohn A. D. AstonCarola-Bibiane SchönliebPublished in: Nat. Mac. Intell. (2023)
Keyphrases
- complex data
- technical issues
- management system
- machine learning
- interactive systems
- evaluation methodologies
- current challenges
- knowledge based systems
- enabling technologies
- historical perspective
- support systems
- lessons learned
- computer systems
- real world
- design tools
- software components
- technical aspects
- distributed systems
- feature vectors
- neural network