06.
09. October
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06. - 09. October
06. Oct - Wednesday
07. Oct - Thursday
08. Oct - Friday
09. Oct - Saturday
TimeZone: WEST - Lisbon (GMT+1)
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Tutorial
: Explainable AI in Financial Services
AP1
Chair(s): Jie Lu
JT1
Chair(s): Latifur Khan, Myra Spiliopoulou
AP2
Chair(s): Ricardo Cerri
JT2
Chair(s): Alipio Jorge, Giuseppe Di Fatta
Opening
Break
Tutorial
: Matrix Factorisations with Binary Constraints
AP3
Chair(s): Andre Carvalho
JT3
Chair(s): Maguelonne Teisseire, Evgeny Burnaev
AP4
Chair(s): João Mendes Moreira
JT4
Chair(s): Salvador Garcia, Shou-De Lin
Break
Posters
Keynote
: Pedro Domingos -
Deep Networks Are Kernel Machines
Chair(s): João Gama
Best Application Paper Award
Chair(s): Jie Lu
Lunch + Posters
Keynote
: Foster Provost -
Causal Targeting - It's not Causal Effect Estimation (and Why it Matters)
Chair(s): Pavel Brazdil
Tutorial
: AI techniques to combat COVID-19
RT1
Chair(s): Miguel Couceiro
XPM1
Chair(s): Moamar Mouchaweh
RT2
Chair(s): Giuseppe Di Fatta
XPM2+NW
Chair(s): Grzegorz Nalepa, Sepideh Pashami
Break
Break
Tutorial
: Deep Learning for Data Fusion
PraXai
Chair(s): Szymon Bobek
RT3
Chair(s): Diana Nurbakova
Health
Chair(s): Ernestina Menasalvas
RT4
Chair(s): Vagelis Papalexakis
Break
Posters
Keynote
: Indrė Žliobaitė -
How recommender systems relate to species distribution modeling
Chair(s): Albert Bifet
Best Research Paper Award
Chair(s): Pedro Larrañaga
Lunch + Posters
Keynote
: José Carlos Príncipe -
A Quantum Theory Inspired Framework for Uncertainty Quantification
Chair(s): Alipio Jorge
Tutorial
: Open Source Machine Learning for Data Streams
ID1
Chair(s): Luis Matias
RT5
Chair(s): Min-Ling Zhang, Rita P. Ribeiro
ID3
Chair(s): Luis Matias
RT6
Chair(s): Eirini Ntoutsi
NGDS Award
Chair(s): Amparo Alonso-Betanzos
Break
Break
Tutorial
: Meta-learning tutorial
ID5
Chair(s): Ana Paula Appel
RT7
Chair(s): Alexis Bondu
Tensor
Chair(s): João Vinagre
GeoData
Chair(s): Maguelonne Teisseire
ID4
Chair(s): Ana Paula Appel
ID2
Chair(s): Ana Paula Appel
Break
Keynote
: Gemma Garriga -
Convince with data to turn innovation into action!
Chair(s): Luis Matias
Lunch + Posters
Keynote
: Hillol Kargupta -
Data Science for Marketing Connected Cars Products: A Complex Systems Approach
Chair(s): Ana Paula Appel
Posters
Tutorial
: Roles in Networks - Foundations, Methods and Applications
Kaggle Competition
Chair(s): Bruno Veloso
Break
Trends & Controversy
Chair(s): Arlindo Oliveira, Concha Bielza
Tutorial
: SoBigData.eu: A Research Infrastructure to Empower Data Science Analysis
Doctoral Symposium
Chair(s): Nuno Moniz, Magdalini Eirinaki
Keynote
: Jochen Papenbrock -
Computing Platforms for Trustworthy, Responsible AI in Financial Services
Chair(s): Mykola Pechenizkiy
Lunch + Posters
Closing
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