ONLINE CONFERENCE, September 13th, 2021

Organized by CLAIRE and ESA, in association with ECML PKDD 2021


All times are in CEST.

Session 1: 09.00 - 10.40 (chair: Bertrand Le Saux)

09:00-09:30 Invited Talk:
Robust Vision Algorithms for Collaborative Robots towards Lunar ISRU
Tat-Jun Chin
09:30-09:50 Problem Landscape Analysis for Lunar Landing Site Selection Bogdan Filipic and Aljosa Vodopija
09:50-10:10 Deep Reinforcement Learning for Diwata Microsatellite Attitude Control with
MATA Simulator and OpenAI Gym
James-Andrew Sarmiento, Vanessa Tan, John Leur Labrador, Marc Caesar Talampas and Prospero Naval Jr.
10:10-10:20 Neural Networks for Robotic Pose Estimation in Safety-Critical Space Systems Nick Hauptvogel, Dierk Luedemann and Jasminka Matevska
10:20-10:30 Bridging the Gap between Theory and Data by Leveraging Large Data sets Yuan-Sen Ting
10:30-10:40 Navigation and safety of rovers using Reinforcement Learning Sindhu Padakandla
Session 2: 11.00 - 12.40 (chair: Manuel López-Ibáñez)

11:00-11:30 Invited Talk:
Developments and Trends in Artificial Intelligence for Deep Space Exploration
Binfeng Pan
11:30-11:50 Addressing a grand challenge with a killer App: the progress of AIDA
in detecting extreme events in observations and simulations
Giovanni Lapenta and Aida Consortium Www.Aida-Space.Eu
11:50-12:00 Artificial Intelligence Algorithms for the Generic Data Reduction
Framework for Space Surveillance
Ana-Maria Piso, Octavian-Angelo Voicu, Pierre-Guillaume Sprimont, Bogdan Bija, Oscar Alonso Lasheras and Vlad Gabriel Olteanu
12:00-12:10 Using co- and tri-clustering to make sense of big geospatial data cubes Raúl Zurita-Milla, Emma Izquierdo-Verdiguier, Serkan Girgin, Francesco Nattino, Ou Ku and Meiert Willem Grootes
12:10-12:20 Planetary unsupervised change detection Sudipan Saha and Xiao Xiang Zhu
12:20-12:30 Classification of Solar Energetic Activity using Data Analysis and
Clustering of Active Regions
Hanne Baeke, Jorge Amaya, Sara Jamal and Giovanni Lapenta
Session 3: 13.20 - 14.40 (chair: Dragi Kocev)

13:20-13:40 AI-Pathfinder: DL4EO priority development agenda Juan Pedro and Laura Moreno
13:40-14:00 PHI-Sat-2: Onboard AI Apps for Earth Observation Alessandro Marin, César Coelho, Florian Deconinck, Irina Babkina, Nicolas Longepe and Massimiliano Pastena
14:00-14:10 Towards the design of calibrated AutoML algorithms for
Classification in Earth Observation
Rene Traore, Andrés Camero and Xiaoxiang Zhu
14:10-14:20 Discover the mysteries of the Maya Nikola Simidjievski and the AiTLAS consortium
Session 4: 15.00 - 17.00 (chair: Sašo Džeroski)

15:00-15:30 Invited Talk:
Deep Space Learning: new trends for on-board networks for guidance and navigation
Dario Izzo
15:30-15:50 Uncertainty-Aware Learning for Improvements in Image Quality
of the Canada-France-Hawaii Telescope
Sankalp Gilda, Stark Draper, Sebastien Fabbro, William Mahoney, Simon Prunet, Kanoa Withington, Matthew Wilson, Yuan-Sen Ting and Andrew Sheinis
15:50-16:10 Anomaly detection for real-time identification of changing-state
AGNs in massive datasets
Paula Sánchez-Sáez, Hernan Lira, Luis Martí and Nayat Sanchez-Pi
16:10-16:20 Intelligent Dashboard of the Celestial Meteor CAMS Data Julia Nguyen, Chicheng Ren, Sahyadri Krishna, Chad Roffey, Alfred Emmanuel, Jesse Lash, Meher Kasam, Siddha Ganju and Peter Jenniskens
16:20-16:30 It's a Bird, It's a Plane, It's a Meteor! Surya Ambardar, Siddha Ganju and Peter Jenniskens
16:30-16:40 Benefits of Unsupervised Domain Adaptation in Constraining
Galaxy Star Formation Histories
Sankalp Gilda, Antoine de Mathelin, Sabine Bellstedt and Guillaume Richard
16:40-17:00 Summary and discussion