Ignacio Segovia-Dominguez
4 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(14)
Conferences
AAAI (2)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
topological data analysis
(3)
persistent homology
(2)
time series forecasting
(1)
multivariate time series
(1)
spatio-temporal analysis
(1)
long short-term memory
(1)
variational autoencoder
(1)
drug discovery
(1)
virtual screening
(1)
dynamic network
(1)
crop yield prediction
(1)
graph neural network
(1)
triplet network
(1)
zigzag persistence
(1)
digital agriculture
(1)
multidimensional persistence
(1)
knowledge representation
(1)
topological fingerprint
(1)
time series
(1)
Papers
Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence
AAAI 2024
ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery
NIPS 2022
Learning Space-Time Crop Yield Patterns with Zigzag Persistence-Based LSTM: Toward More Reliable Digital Agriculture Insurance
AAAI 2022
TAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting
ICLR 2022