Ignacio Segovia-Dominguez

31 papers A* 6A 2B 3Journal 11Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Framework for Comparing Vertex-Distribution Graphs: Insights for Social and Conflict Studies. SBP-BRiMS Prasiddha Siwakoti, Vito D'Orazio, Ignacio Segovia-Dominguez
2024	J	`jnl`	EMP: Effective Multidimensional Persistence for Graph Representation Learning. CoRR Ignacio Segovia-Dominguez, Yuzhou Chen, Cuneyt Gurcan Akcora, Zhiwei Zhen, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer
2024	A*	`conf`	Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence. AAAI Baris Coskunuzer, Ignacio Segovia-Dominguez, Yuzhou Chen, Yulia R. Gel
2024	J	`jnl`	Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence. CoRR Baris Coskunuzer, Ignacio Segovia-Dominguez, Yuzhou Chen, Yulia R. Gel
2023	—	`conf`	EMP: Effective Multidimensional Persistence for Graph Representation Learning. LoG Yuzhou Chen, Ignacio Segovia-Dominguez, Cuneyt Gurcan Akcora, Zhiwei Zhen, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer
2023	J	`jnl`	Seven open problems in applied combinatorics. CoRR Sinan G. Aksoy, Ryan S. Bennink, Yuzhou Chen, José Frías, Yulia R. Gel, Bill Kay, Uwe Naumann, Carlos Ortiz Marrero, Anthony V. Petyuk, Sandip Roy, Ignacio Segovia-Dominguez, Nate Veldt, Stephen J. Young
2022	A*	`conf`	Learning Space-Time Crop Yield Patterns with Zigzag Persistence-Based LSTM: Toward More Reliable Digital Agriculture Insurance. AAAI Tian Jiang, Meichen Huang, Ignacio Segovia-Dominguez, Nathaniel K. Newlands, Yulia R. Gel
2022	B	`conf`	Learning on Health Fairness and Environmental Justice via Interactive Visualization. IEEE Big Data Abdullah al-Raihan Nayeem, Ignacio Segovia-Dominguez, Huikyo Lee, Dongyun Han, Yuzhou Chen, Zhiwei Zhen, Yulia R. Gel, Isaac Cho
2022	J	`jnl`	Learning on Health Fairness and Environmental Justice via Interactive Visualization. CoRR Abdullah al-Raihan Nayeem, Ignacio Segovia-Dominguez, Huikyo Lee, Dongyun Han, Yuzhou Chen, Zhiwei Zhen, Yulia R. Gel, Isaac Cho
2022	A*	`conf`	TAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting. ICLR Yuzhou Chen, Ignacio Segovia-Dominguez, Baris Coskunuzer, Yulia R. Gel
2022	—	`conf`	Tlife-GDN: Detecting and Forecasting Spatio-Temporal Anomalies via Persistent Homology and Geometric Deep Learning. PAKDD (2) Zhiwei Zhen, Yuzhou Chen, Ignacio Segovia-Dominguez, Yulia R. Gel
2022	A*	`conf`	ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery. NeurIPS Andac Demir, Baris Coskunuzer, Yulia R. Gel, Ignacio Segovia-Dominguez, Yuzhou Chen, Bulent Kiziltan
2022	J	`jnl`	ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery. CoRR Andac Demir, Baris Coskunuzer, Ignacio Segovia-Dominguez, Yuzhou Chen, Yulia R. Gel, Bulent Kiziltan
2021	A*	`conf`	Does Air Quality Really Impact COVID-19 Clinical Severity: Coupling NASA Satellite Datasets with Geometric Deep Learning. KDD Ignacio Segovia-Dominguez, Huikyo Lee, Yuzhou Chen, Michael J. Garay, Krzysztof M. Gorski, Yulia R. Gel
2021	J	`jnl`	Smart Vectorizations for Single and Multiparameter Persistence. CoRR Baris Coskunuzer, Cuneyt Gurcan Akcora, Ignacio Segovia-Dominguez, Zhiwei Zhen, Murat Kantarcioglu, Yulia R. Gel
2021	—	`conf`	TLife-LSTM: Forecasting Future COVID-19 Progression with Topological Signatures of Atmospheric Conditions. PAKDD (1) Ignacio Segovia-Dominguez, Zhiwei Zhen, Rishabh Wagh, Huikyo Lee, Yulia R. Gel
2021	—	`conf`	Topological Anomaly Detection in Dynamic Multilayer Blockchain Networks. ECML/PKDD (1) Dorcas Ofori-Boateng, Ignacio Segovia-Dominguez, Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel
2021	J	`jnl`	Topological Anomaly Detection in Dynamic Multilayer Blockchain Networks. CoRR Dorcas Ofori-Boateng, Ignacio Segovia-Dominguez, Murat Kantarcioglu, Cuneyt Gurcan Akcora, Yulia R. Gel
2021	J	`jnl`	Using NASA Satellite Data Sources and Geometric Deep Learning to Uncover Hidden Patterns in COVID-19 Clinical Severity. CoRR Ignacio Segovia-Dominguez, Huikyo Lee, Zhiwei Zhen, Yuzhou Chen, Michael J. Garay, Daniel J. Crichton, Rishabh Wagh, Yulia R. Gel
2021	A*	`conf`	Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting. ICML Yuzhou Chen, Ignacio Segovia-Dominguez, Yulia R. Gel
2021	J	`jnl`	Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting. CoRR Yuzhou Chen, Ignacio Segovia-Dominguez, Yulia R. Gel
2020	J	`jnl`	Geometric probabilistic evolutionary algorithm. Expert Syst. Appl. Ignacio Segovia-Dominguez, Rafael Herrera Guzmán, Juan Pablo Serrano-Rubio, Arturo Hernández Aguirre
2020	J	`jnl`	Geospatial forecasting of COVID-19 spread and risk of reaching hospital capacity. ACM SIGSPATIAL Special Georgiy V. Bobashev, Ignacio Segovia-Dominguez, Yulia R. Gel, James Rineer, Sarah Rhea, Hui Sui
2015	A	`conf`	An Estimation of Distribution Algorithm based on the Natural Gradient and the Boltzmann Distribution. GECCO Ignacio Segovia-Dominguez, Arturo Hernández Aguirre
2015	B	`conf`	Designing the Boltzmann Estimation of Multivariate Normal Distribution: Issues, goals and solutions. CEC Ignacio Segovia-Dominguez, Arturo Hernández Aguirre, Sergio Ivvan Valdez
2014	—	`conf`	A Boltzmann Multivariate Estimation of Distribution Algorithm for Continuous Optimization. IJCCI (ECTA) Ignacio Segovia-Dominguez, Sergio Ivvan Valdez, Arturo Hernández Aguirre
2014	A	`conf`	A New EDA by a Gradient-Driven Density. PPSN Ignacio Segovia-Dominguez, Arturo Hernández Aguirre, Sergio Ivvan Valdez
2013	B	`conf`	Building multivariate density functions based on promising direction vectors. IEEE Congress on Evolutionary Computation Ignacio Segovia-Dominguez, Arturo Hernández Aguirre
2013	—	`ch.`	The Gaussian Polytree EDA with Copula Functions and Mutations. EVOLVE Ignacio Segovia-Dominguez, Arturo Hernández Aguirre, Enrique Raúl Villa Diharce
2011	—	`conf`	Global Optimization with the Gaussian Polytree EDA. MICAI (2) Ignacio Segovia-Dominguez, Arturo Hernández Aguirre, Enrique Raúl Villa Diharce
2011	—	`conf`	The gaussian polytree EDA for global optimization. GECCO (Companion) Ignacio Segovia-Dominguez, Arturo Hernández Aguirre, Enrique Raúl Villa Diharce