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Industry Talks
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Invited: Artificial Intelligence Projects, a quest between meaningful use cases, data, and unfulfilled desires.
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CAIN 2024 Industry Talks
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When
Sun 14 Apr 2024 15:05 - 15:15 at
Pequeno Auditório
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Data Engineering and Management for AI-Enabled Systems
Chair(s):
Marc Zeller
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Session Program
Sun 14 Apr
Displayed time zone:
Lisbon
change
14:00 - 15:30
Data Engineering and Management for AI-Enabled Systems
Research and Experience Papers
/
Industry Talks
at
Pequeno Auditório
Chair(s):
Marc Zeller
Siemens AG
14:00
15m
Talk
What About the Data? A Mapping Study on Data Engineering for AI Systems
Research and Experience Papers
Petra Heck
Fontys University of Applied Sciences
Pre-print
14:15
15m
Talk
Unmasking Data Secrets: An Empirical Investigation into Data Smells and Their Impact on Data Quality
Research and Experience Papers
Gilberto Recupito
University of Salerno
,
Raimondo Rapacciuolo
University of Salerno
,
Dario Di Nucci
University of Salerno
,
Fabio Palomba
University of Salerno
14:30
15m
Talk
An Exploratory Study of Dataset and Model Management in Open Source Machine Learning Applications
Distinguished paper Award Candidate
Research and Experience Papers
Tajkia Rahman Toma
University of Alberta
,
Cor-Paul Bezemer
University of Alberta
14:45
10m
Talk
DVC in Open Source AI-development: The Action and the Reaction
Research and Experience Papers
Lorena Barreto Simedo Pacheco
Concordia University
,
Musfiqur Rahman
Concordia University
,
Fazle Rabbi
Concordia University
,
Pouya Fathollahzadeh
Queen’s University
,
Ahmad Abdellatif
University of Calgary
,
Emad Shihab
Concordia University
,
Tse-Hsun (Peter) Chen
Concordia University
,
Jinqiu Yang
Concordia University
,
Ying Zou
Queen's University, Kingston, Ontario
14:55
10m
Industry talk
Structuring the world of unstructured text data – Balancing business requirements, training data availability, and model performance.
Industry Talks
A:
Sooji Han
,
Berinike Tech
15:05
10m
Industry talk
Invited: Artificial Intelligence Projects, a quest between meaningful use cases, data, and unfulfilled desires.
Industry Talks
A:
Andreas Jedlitschka
Fraunhofer IESE
15:15
15m
Live Q&A
Data : Q&A Session
Research and Experience Papers
Andreas Jedlitschka
Author
Fraunhofer IESE
x
Thu 21 Nov 18:04
