Ignacio Segovia-Dominguez
4 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
📈
Trend Setter
Venues
Top co-authors
Research topics
Keywords
topological data analysis
(4)
persistent homology
(2)
graph neural network
(2)
time series forecasting
(2)
long short-term memory
(1)
variational autoencoder
(1)
drug discovery
(1)
virtual screening
(1)
dynamic network
(1)
traffic flow prediction
(1)
crop yield prediction
(1)
triplet network
(1)
zigzag persistence
(1)
spatiotemporal dependency
(1)
digital agriculture
(1)
multidimensional persistence
(1)
knowledge representation
(1)
topological fingerprint
(1)
time series
(1)
multivariate time series
(1)
Papers
Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence
AAAI 2024
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
ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery
NeurIPS 2022