Publicaciones
En construcción
En ID&IA se realiza investigación tanto teórica como aplicada en datos e inteligencia artificial. A continuación se describen algunos de los proyectos más importantes que se desarrollan en la iniciativa, así como algunas publicaciones asociadas.
Publicaciones Académicos
Andrés Abeliuk
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Cross-Lingual and Cross-Domain Crisis Classification for Low-Resource Scenarios C Sánchez, H Sarmiento, A Abeliuk, J Pérez, B Poblete
Proceedings of the International AAAI Conference on Web and Social Media 17 …
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2023 |
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F Plana, J Pérez, A Abeliuk
Plos one 18 (5), e0272733
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2023 |
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QuickCent: a fast and frugal heuristic for harmonic centrality estimation on scale-free networks F Plana, A Abeliuk, J Pérez
arXiv preprint arXiv:2303.00927
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2023 |
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Hybrid forecasting of geopolitical events DM Benjamin, F Morstatter, AE Abbas, A Abeliuk, P Atanasov, S Bennett, …
AI Magazine 44, 112-128
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2023 |
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J Barros, M Rojas, J Dunstan, A Abeliuk
Proceedings of the 13th International Workshop on Health Text Mining and …
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2022 |
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Large-scale agent-based simulations of online social networks G Murić, A Tregubov, J Blythe, A Abeliuk, D Choudhary, K Lerman, …
Autonomous Agents and Multi-Agent Systems 36 (2), 38
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2022 |
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A continuous indicator of food environment nutritional quality IC Liu, K de la Haye, A Abeliuk, AL Horn
medRxiv, 2021.11. 24.21266841
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2021 |
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Historia y evoluación de la inteligencia artificial A Abeliuk, C Gutiérrez
Revista Bits de Ciencia, 14-21
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2021 |
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Auditing algorithmic bias on twitter N Bartley, A Abeliuk, E Ferrara, K Lerman
13th ACM Web Science Conference 2021, 65-73
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2021 |
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A Yang, IM Choi, A Abeliuk, A Saffer
Journal of Computer-Mediated Communication 26 (3), 148-166
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2021 |
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Superintelligence cannot be contained: Lessons from computability theory M Alfonseca, M Cebrian, AF Anta, L Coviello, A Abeliuk, I Rahwan
Journal of Artificial Intelligence Research 70, 65-76
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2021 |
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Detecting Polarized Topics Using Partisanship-aware Contextualized Topic Embeddings Z He, N Mokhberian, A Câmara, A Abeliuk, K Lerman
Findings of the Association for Computational Linguistics: EMNLP 2021
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2021 |
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Predictability limit of partially observed systems A Abeliuk, Z Huang, E Ferrara, K Lerman
Scientific Reports 10 (1)
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2020 |
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Quantifying machine influence over human forecasters A Abeliuk, DM Benjamin, F Morstatter, A Galstyan
Scientific reports 10 (1), 1-14
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2020 |
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A Matsui, E Ferrara, F Morstatter, A Abeliuk, A Galstyan
arXiv preprint arXiv:2009.01966
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2020 |
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Discovering patterns of online popularity from time series M Ozer, A Sapienza, A Abeliuk, G Muric, E Ferrara
Expert Systems with Applications 151, 113337
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2020 |
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Massive cross-platform simulations of online social networks G Murić, A Tregubov, J Blythe, A Abeliuk, D Choudhary, K Lerman, …
Proceedings of the 19th International Conference on Autonomous Agents and …
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2020 |
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Challenges in forecasting malicious events from incomplete data N Tavabi, A Abeliuk, N Mokhberian, J Abramson, K Lerman
Companion Proceedings of the Web Conference 2020, 603-610
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2020 |
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Anchor Attention for Hybrid Crowd Forecasts Aggregation Y Huang, A Abeliuk, F Morstatter, P Atanasov, A Galstyan
arXiv preprint arXiv:2003.12447
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2020 |
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Friendship paradox biases perceptions in directed networks N Alipourfard, B Nettasinghe, A Abeliuk, V Krishnamurthy, K Lerman
Nature communications 11 (1), 707
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2020 |
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Moral framing and ideological bias of news N Mokhberian, A Abeliuk, P Cummings, K Lerman
Social Informatics: 12th International Conference, SocInfo 2020, Pisa, Italy …
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2020 |
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Learning behavioral representations from wearable sensors N Tavabi, H Hosseinmardi, JL Villatte, A Abeliuk, S Narayanan, E Ferrara, …
Social, Cultural, and Behavioral Modeling: 13th International Conference …
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2020 |
Felipe Bravo
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MUSIB: musical score inpainting benchmark M Araneda-Hernandez, F Bravo-Marquez, D Parra, RF Cádiz
EURASIP Journal on Audio, Speech, and Music Processing 2023 (1), 19
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2023 |
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G Iturra-Bocaz, F Bravo-Marquez
Proceedings of the 46th International ACM SIGIR Conference on Research and …
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2023 |
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Simple Yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition M Rojas, F Bravo-Marquez, J Dunstan
Proceedings of the 29th International Conference on Computational …
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2022 |
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Identifying and Characterizing New Expressions of Community Framing during Polarization H Sarmiento, F Bravo-Marquez, E Graells-Garrido, B Poblete
Proceedings of the International AAAI Conference on Web and Social Media 16 …
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2022 |
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ALBETO and DistilBETO: Lightweight Spanish Language Models J Cañete, S Donoso, F Bravo-Marquez, A Carvallo, V Araujo
Proceedings of the 13th Conference on Language Resources and Evaluation …
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2022 |
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Evaluation Benchmarks for Spanish Sentence Representations V Araujo, A Carvallo, S Kundu, J Cañete, M Mendoza, RE Mercer, …
Proceedings of the 13th Conference on Language Resources and Evaluation …
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2022 |
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Language Modeling on Location-Based Social Networks J Diaz, F Bravo-Marquez, B Poblete
ISPRS International Journal of Geo-Information 11 (2), 147
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2022 |
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LSCDiscovery: A shared task on semantic change discovery and detection in Spanish FD Zamora-Reina, F Bravo-Marquez, D Schlechtweg
Proceedings of the 3rd International Workshop on Computational Approaches to …
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2022 |
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Automatic Extraction of Nested Entities in Clinical Referrals in Spanish P BÁEZ, F BRAVO-MARQUEZ, J DUNSTAN, M ROJAS, F VILLENA
ACM Transactions on Computing for Healthcare 3 (3), 1-22
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2022 |
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Words, Tweets, and Reviews: Leveraging Affective Knowledge Between Multiple Domains F Bravo-Marquez, C Tamblay
Cognitive Computation 14, 388–406
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2022 |
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Incremental Word Vectors for Time-Evolving Sentiment Lexicon Induction F Bravo-Marquez, A Khanchandani, B Pfahringer
Cognitive Computation 14, 425–441
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2022 |
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Procesamiento de lenguaje natural: dónde estamos y qué estamos haciendo F Bravo-Márquez, J Dunstan
Revista Bits de Ciencia, 45-47
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2021 |
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Tools Impact on the Quality of Annotations for Chat Untangling J Cerezo, F Bravo-Marquez, AH Bergel
Proceedings of the 59th Annual Meeting of the Association for Computational …
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2021 |
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Data Science for Engineers: A Teaching Ecosystem F Tobar, F Bravo-Marquez, J Dunstan, J Fontbona, A Maass, D Remenik, …
IEEE Signal Processing Magazine 38 (3), 144-153
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2021 |
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Interventions Recommendation: Professionals’ Observations Analysis in Special Needs Education J Muñoz, F Bravo-Marquez
Proceedings of the 16th Workshop on Innovative Use of NLP for Building …
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2021 |
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PolyLM: Learning about Polysemy through Language Modeling A Ansell, F Bravo-Marquez, B Pfahringer
Proceedings of the 16th Conference of the European Chapter of the …
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2021 |
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An integrated model for textual social media data with spatio-temporal dimensions J Diaz, B Poblete, F Bravo-Marquez
Information Processing & Management 57 (5), 102219
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2020 |
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Hybrid Hashtags: #YouKnowYoureAKiwiWhen Your Tweet Contains Māori and English D Trye, AS Calude, F Bravo-Marquez, TT Keegan
Frontiers in Artificial Intelligence 3, 15
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2020 |
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DCC-Uchile at SemEval-2020 Task 1: Temporal referencing word embeddings BMF Zamora-Reina FD
International Committee for Computational Linguistics
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2020 |
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WEFE: The Word Embeddings Fairness Evaluation Framework P Badilla, F Bravo-Marquez, J Pérez
Proceedings of the Twenty-Ninth International Joint Conference on Artificial …
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2020 |
José Correa
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The Value of Observing the Buyers’ Arrival Time in Dynamic Pricing J Correa, D Pizarro, GJ Vulcano
Management Science
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2023 |
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J Correa, A Cristi, P Dütting, M Hajiaghayi, J Olkowski, K Schewior
arXiv preprint arXiv:2305.15566
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2023 |
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Sample-driven optimal stopping: From the secretary problem to the iid prophet inequality J Correa, A Cristi, B Epstein, JA Soto
Mathematics of Operations Research
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2023 |
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A Constant Factor Prophet Inequality for Online Combinatorial Auctions J Correa, A Cristi
Proceedings of the 55th Annual ACM Symposium on Theory of Computing, 686-697
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2023 |
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The Competition Complexity of Dynamic Pricing J Brustle, J Correa, P Dütting, V Verdugo
Proceedings of the 23rd ACM Conference on Economics and Computation, 303-320
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2022 |
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Optimal item pricing in online combinatorial auctions J Correa, A Cristi, A Fielbaum, T Pollner, SM Weinberg
Integer Programming and Combinatorial Optimization: 23rd International …
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2022 |
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J Correa, P Dütting, F Fischer, K Schewior
Mathematics of Operations Research 47 (2), 1287-1309
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2022 |
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Multidimensional political apportionment J Cembrano, J Correa, V Verdugo
Proceedings of the National Academy of Sciences 119 (15), e2109305119
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2022 |
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Performance guarantees of local search for minsum scheduling problems JR Correa, FT Muñoz
Mathematical Programming 191 (2), 847-869
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2022 |
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J Correa, A Cristi, B Epstein, J Soto
Journal of Machine Learning Research 23 (113), 1-37
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2022 |
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Long-term behavior of dynamic equilibria in fluid queuing networks R Cominetti, J Correa, N Olver
Operations Research 70 (1), 516-526
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2022 |
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Prophet secretary through blind strategies J Correa, R Saona, B Ziliotto
Mathematical Programming 190 (1-2), 483-521
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2021 |
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Proportional apportionment: A case study from the Chilean Constitutional Convention J Cembrano, J Correa, G Diaz, V Verdugo
Equity and Access in Algorithms, Mechanisms, and Optimization, 1-9
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2021 |
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On the asymptotic behavior of the expectation of the maximum of iid random variables JR Correa, M Romero
Operations Research Letters 49 (5), 785-786
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2021 |
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Fairness and bias in online selection J Correa, A Cristi, P Duetting, A Norouzi-Fard
International Conference on Machine Learning, 2112-2121
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2021 |
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Posted Price Mechanisms and Optimal Threshold Strategies for Random Arrivals J Correa, P Foncea, R Hoeksma, T Oosterwijk, T Vredeveld
Mathematics of Operations Research
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2021 |
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Optimal revenue guarantees for pricing in large markets J Correa, D Pizarro, V Verdugo
Algorithmic Game Theory: 14th International Symposium, SAGT 2021, Aarhus …
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2021 |
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The secretary problem with independent sampling J Correa, A Cristi, L Feuilloley, T Oosterwijk, A Tsigonias-Dimitriadis
Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms (SODA …
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2021 |
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Unknown IID prophets: better bounds, streaming algorithms, and a new impossibility J Correa, P Dütting, F Fischer, K Schewior, B Ziliotto
arXiv preprint arXiv:2007.06110
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2020 |
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Dynamic pricing with Bayesian updates from online reviews J Correa, M Mari, A Xia
NeurIPS Workshop on Machine Learning for Economic Policy
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2020 |
Pablo Estévez
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Special issue on Latin–American computational intelligence PA Estevez, D Sbarbaro, M Curilem
Neural Computing and Applications 35 (13), 9267-9268
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2023 |
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ALeRCE/ZTF Transient Discovery Report for 2023-05-24 A Munoz-Arancibia, G Pignata, F Forster, FE Bauer, A Mourao, …
Transient Name Server Discovery Report 2023, 1
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2023 |
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P Sánchez-Sáez, J Arredondo, A Bayo, P Arévalo, FE Bauer, …
arXiv preprint arXiv:2304.08519
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2023 |
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ALeRCE/ZTF Transient Discovery Report for 2023-02-07 F Forster, FE Bauer, G Pignata, A Munoz-Arancibia, A Mourao, R Dastidar, …
Transient Name Server Discovery Report 2023, 1
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2023 |
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ATAT: Astronomical Transformer for time series And Tabular data N Astorga, I Reyes, G Cabrera, F Förster, P Huijse, J Arredondo, …
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2023 |
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Deep Attention-based Supernovae Classification of Multiband Light Curves Ó Pimentel, PA Estévez, F Förster
The Astronomical Journal 165 (1), 18
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2022 |
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DELIGHT: Deep Learning Identification of Galaxy Hosts of Transients using Multiresolution Images F Förster, AMM Arancibia, I Reyes-Jainaga, A Gagliano, D Britt, …
The Astronomical Journal 164 (5), 195
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2022 |
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ALeRCE/ZTF Transient Discovery Report for 2022-10-08 R Dastidar, FE Bauer, A Munoz-Arancibia, F Forster, G Pignata, A Mourao, …
Transient Name Server Discovery Report 2022, 1
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2022 |
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G García-Jara, P Protopapas, PA Estévez
The Astrophysical Journal 935 (1), 23
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2022 |
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DELIGHT: Identify host galaxies of transient candidates F Förster, AM Muñoz Arancibia, I Reyes, A Gagliano, D Britt, …
Astrophysics Source Code Library, ascl: 2208.012
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2022 |
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Outlier Detection based on Transformations for Astronomical Time Series M Romero, PA Estévez
2022 International Joint Conference on Neural Networks (IJCNN), 1-8
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2022 |
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Going deep into schizophrenia with artificial intelligence JA Cortes-Briones, NI Tapia-Rivas, DC D’Souza, PA Estevez
Schizophrenia Research 245, 122-140
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2022 |
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FJ Galdames, CA Perez, PA Estevez, M Adams
Chemometrics and Intelligent Laboratory Systems 224, 104538
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2022 |
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ALeRCE/ZTF Transient Discovery Report for 2022-04-03 F Forster, A Munoz-Arancibia, FE Bauer, G Pignata, A Mourao, R Dastidar, …
Transient Name Server Discovery Report 2022, 1
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2022 |
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ALeRCE/ZTF Transient Discovery Report for 2022-03-03 A Munoz-Arancibia, F Forster, FE Bauer, G Pignata, A Mourao, …
Transient Name Server Discovery Report 2022, 1
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2022 |
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Alert classification for the ALeRCE broker system: The real-time stamp classifier R Carrasco-Davis, E Reyes, C Valenzuela, F Förster, PA Estévez, …
The Astronomical Journal 162 (6), 231
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2021 |
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Subset Feature Selection with Structural Variables JA Urrutia, PA Estévez, JR Vergara
2021 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-6
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2021 |
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P Sánchez-Sáez, H Lira, L Martí, N Sanchez-Pi, J Arredondo, FE Bauer, …
The Astronomical Journal 162 (5), 206
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2021 |
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ALeRCE/ZTF Transient Discovery Report for 2021-10-30 R Dastidar, FE Bauer, A Munoz-Arancibia, G Pignata, F Forster, A Mourao, …
Transient Name Server Discovery Report 2021, 1-3686
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2021 |
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C Donoso-Oliva, G Cabrera-Vives, P Protopapas, R Carrasco-Davis, …
Monthly Notices of the Royal Astronomical Society 505 (4), 6069-6084
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2021 |
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ALeRCE Transient Classification Report for 2021-07-02 K Atapin, A Dodin, A Tatarnikov, D Tsvetkov, N Shatski, A Belinski, …
Transient Name Server Classification Report 2021, 1-2286
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2021 |
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ALeRCE Transient Classification Report for 2021-05-20 AM Tatarnikov, A Dodin, D Tsvetkov, N Shatski, A Belinski, L Galbany, …
Transient Name Server Classification Report 2021, 1-1737
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2021 |
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ALeRCE/ZTF Transient Discovery Report for 2021-05-05 A Munoz-Arancibia, F Forster, FE Bauer, G Pignata, L Hernandez-Garcia, …
Transient Name Server Discovery Report 2021, 1-1465
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2021 |
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The automatic learning for the rapid classification of events (ALeRCE) alert broker F Förster, G Cabrera-Vives, E Castillo-Navarrete, PA Estévez, …
The Astronomical Journal 161 (5), 242
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2021 |
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ALeRCE/ZTF Transient Discovery Report for 2021-04-03 F Forster, FE Bauer, G Pignata, A Munoz-Arancibia, L Hernandez-Garcia, …
Transient Name Server Discovery Report 2021, 1-1011
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2021 |
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Alert classification for the ALeRCE broker system: The light curve classifier P Sánchez-Sáez, I Reyes, C Valenzuela, F Förster, S Eyheramendy, …
The Astronomical Journal 161 (3), 141
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2021 |
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Transient Classification Report for 2021-01-07 S Lander, O Voziakova, A Dodin, D Tsvetkov, N Shatski, A Belinski, …
Transient Name Server Classification Report 2021, 1-76
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2021 |
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Transient Classification Report for 2021-01-05 O Voziakova, S Lander, A Dodin, D Tsvetkov, N Shatski, A Belinski, …
Transient Name Server Classification Report 2021, 1-51
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2021 |
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Transient Classification Report for 2020-12-28 S Zheltoukhov, A Dodin, A Tatarnikov, M Burlak, D Tsvetkov, N Shatski, …
Transient Name Server Classification Report 2020, 1
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2020 |
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Transient Classification Report for 2020-12-26 M Burlak, A Dodin, A Tatarnikov, D Tsvetkov, N Shatski, A Belinski, …
Transient Name Server Classification Report 2020, 1
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2020 |
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ALeRCE/ZTF Transient Discovery Report for 2020-12-04 A Munoz-Arancibia, F Forster, FE Bauer, L Hernandez-Garcia, G Pignata, …
Transient Name Server Discovery Report 2020, 1
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2020 |
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Transient Classification Report for 2020-12-01 A Dodin, D Tsvetkov, N Shatski, A Belinski, L Galbany, A Munoz-Arancibia, …
Transient Name Server Classification Report 2020, 1
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2020 |
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Transient Classification Report for 2020-12-14 K Atapin, A Gusev, A Dodin, A Tatarnikov, D Tsvetkov, N Shatski, …
Transient Name Server Classification Report 2020, 1
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2020 |
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MPCC: Matching Priors and Conditionals for Clustering N Astorga, P Huijse, P Protopapas, P Estévez
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …
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2020 |
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On the information plane of autoencoders NI Tapia, PA Estévez
2020 International Joint Conference on Neural Networks (IJCNN), 1-8
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2020 |
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Transformation based deep anomaly detection in astronomical images E Reyes, PA Estévez
2020 International Joint Conference on Neural Networks (IJCNN), 1-8
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2020 |
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RED: Deep recurrent neural networks for sleep EEG event detection NI Tapia, PA Estévez
2020 international joint conference on neural networks (IJCNN), 1-8
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2020 |
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ALeRCE/ZTF Transient Discovery Report for 2020-07-30 AM Arancibia, L Hernandez-Garcia, M Catelan, C Valenzuela, F Forster, …
Transient Name Server Discovery Report 2020, 1
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2020 |
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ALeRCE/ZTF Transient Discovery Report for 2020-04-15 F Forster, FE Bauer, L Galbany, G Pignata, J Silva-Farfan, J Arredondo, …
Transient Name Server Discovery Report 2020, 1
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2020 |
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ALeRCE/ZTF Transient Discovery Report for 2020-04-22 G Pignata, FE Bauer, F Forster, L Galbany, J Arredondo, G Cabrera-Vives, …
Transient Name Server Discovery Report 2020, 1
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2020 |
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Asteroids’ size distribution and colors from hits J Peña, C Fuentes, F Förster, J Martínez-Palomera, G Cabrera-Vives, …
The Astronomical Journal 159 (4), 148
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2020 |
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ALeRCE/ZTF Transient Discovery Report for 2020-02-07 FE Bauer, G Pignata, F Forster, J Arredondo, G Cabrera-Vives, …
Transient Name Server Discovery Report 2020, 1
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2020 |
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alercebroker/lc_classifier: Release 1.0. 1 P Sánchez-Sáez, I Reyes, C Valenzuela, F Förster, S Eyheramendy, …
Zenodo
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2020 |
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Photometric follow-up observations of ZTF20aaelulu (AT2020oi) with PROMPT3 G Pignata, J Arredondo, E Castillo, R Carrasco-Davis, PA Estevez, …
The Astronomer’s Telegram 13396, 1
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2020 |
Joaquín Fontbona
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Stochastic gradient descent in Wasserstein space J Backhoff-Veraguas, J Fontbona, G Rios, F Tobar
arXiv preprint arXiv:2201.04232
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2022 |
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Quantitative mean-field limit for interacting branching diffusions J Fontbona, F Muñoz-Hernández
Electronic Journal of Probability 27, 1-32
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2022 |
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Bayesian learning with wasserstein barycenters G Rios, J Backhoff-Veraguas, J Fontbona, F Tobar
ESAIM: Probability and Statistics 26, 436 – 472
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2022 |
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A novel notion of barycenter for probability distributions based on optimal weak mass transport E Cazelles, F Tobar, J Fontbona
Advances in Neural Information Processing Systems 34, 13575-13586
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2021 |
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Data Science for Engineers: A Teaching Ecosystem F Tobar, F Bravo-Marquez, J Dunstan, J Fontbona, A Maass, D Remenik, …
IEEE Signal Processing Magazine 38 (3), 144-153
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2021 |
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Skeletal stochastic differential equations for superprocesses D Fekete, J Fontbona, AE Kyprianou
Journal of Applied Probability 57 (4), 1111-1134
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2020 |
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A scalable online algorithm for passive seismic tomography in underground mines C Delplancke, J Fontbona, J Prado
Geophysics 85 (4), WA201-WA211
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2020 |
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Generalized entropy minimization under full marginal constraints J Backhoff-Veraguas, J Fontbona
arXiv preprint arXiv:2004.10679
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2020 |
Francisco Förster
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Managing the Root Causes of “Internal API Hell”: An Experience Report D Athanasopoulos, D Rodríguez-Mancini, F Förster
Product-Focused Software Process Improvement: 23rd International Conference …
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2022 |
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Carnegie Supernova Project-II: Near-infrared spectral diversity and template of Type Ia Supernovae J Lu, EY Hsiao, MM Phillips, CR Burns, C Ashall, N Morrell, L Ng, …
arXiv preprint arXiv:2211.05998
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2022 |
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DELIGHT: Deep Learning Identification of Galaxy Hosts of Transients using Multiresolution Images F Förster, AMM Arancibia, I Reyes-Jainaga, A Gagliano, D Britt, …
The Astronomical Journal 164 (5), 195
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2022 |
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Toward Fractal Development of Data Processing-Intensive Artificial Intelligence Systems D Rodriguez-Mancini, Z Li, C Valenzuela, G Cabrera-Vives, F Förster
IEEE Software 39 (6), 28-34
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2022 |
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DELIGHT: Identify host galaxies of transient candidates F Förster, AM Muñoz Arancibia, I Reyes, A Gagliano, D Britt, …
Astrophysics Source Code Library, ascl: 2208.012
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2022 |
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L Martinez, MC Bersten, JP Anderson, M Hamuy, S González-Gaitán, …
Astronomy & Astrophysics 660, A40
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2022 |
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L Martínez, JP Anderson, MC Bersten, M Hamuy, S González-Gaitán, …
arXiv preprint arXiv:2202.11220
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2022 |
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Deep Attention-Based Supernovae Classification of Multi-Band Light-Curves Ó Pimentel, PA Estévez, F Förster
arXiv preprint arXiv:2201.08482
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2022 |
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Managing the Root Causes of “Internal API Hell”: An Experience Report G Cabrera-Vives, Z Li, A Rainer, D Athanasopoulos, D Rodríguez-Mancini, …
International Conference on Product-Focused Software Process Improvement, 21-36
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2022 |
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C Ashall, J Lu, EY Hsiao, P Hoeflich, MM Phillips, L Galbany, CR Burns, …
The Astrophysical Journal 922 (2), 205
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2021 |
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L Martínez, MC Bersten, JP Anderson, M Hamuy, S González-Gaitán, …
arXiv preprint arXiv:2111.06529
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2021 |
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Alert Classification for the ALeRCE Broker System: The Real-time Stamp Classifier R Carrasco-Davis, E Reyes, C Valenzuela, F Förster, PA Estévez, …
The Astronomical Journal 162 (6), 231
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2021 |
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P Sánchez-Sáez, H Lira, L Martí, N Sánchez-Pi, J Arredondo, FE Bauer, …
arXiv preprint arXiv:2106.07660
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2021 |
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The G 305 Star-forming Region. II. Irregular Variable Stars N Medina, J Borissova, R Kurtev, J Alonso-García, CG Román-Zúñiga, …
The Astrophysical Journal 914 (1), 28
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2021 |
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The Automatic Learning for the Rapid Classification of Events (ALeRCE) Alert Broker F Förster, G Cabrera-Vives, E Castillo-Navarrete, PA Estévez, …
The Astronomical Journal 161 (5), 242
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2021 |
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Public DECam Deep Drilling Program for COSMOS and the Galactic Bulge ML Graham, PE Nugent, DA Goldstein, A Kim, G Narayan, M Soraisam, …
Transient Name Server AstroNote 104, 1-104
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2021 |
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Alert classification for the alerce broker system: The light curve classifier P Sánchez-Sáez, I Reyes, C Valenzuela, F Förster, S Eyheramendy, …
The Astronomical Journal 161 (3), 141
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2021 |
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Corrigendum:“Design and operation of the ATLAS Transient Science Server”(2020, PASP, 132, 085002) KW Smith, SJ Smartt, DR Young, JL Tonry, L Denneau, H Flewelling, …
Publications of the Astronomical Society of the Pacific 133 (1020), 029201
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2021 |
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L Tartaglia, DJ Sand, JH Groh, S Valenti, SD Wyatt, KA Bostroem, …
The Astrophysical Journal 907 (1), 52
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2021 |
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Release of the ATLAS Forced Photometry server for public use L Shingles, KW Smith, DR Young, SJ Smartt, J Tonry, L Denneau, …
Transient Name Server AstroNote 7, 1-7
|
2021 |
|
Optical and Near-infrared Observations of the Nearby SN Ia 2017cbv L Wang, C Contreras, M Hu, MA Hamuy, EY Hsiao, DJ Sand, …
The Astrophysical Journal 904 (1), 14
|
2020 |
|
L Martinez, MC Bersten, JP Anderson, S González-Gaitán, F Förster, …
Astronomy & Astrophysics 642, A143
|
2020 |
|
Optical and Near-Infrared Observations of the Nearby Type Ia Supernova 2017cbv L Wang, C Contreras, M Hu, MA Hamuy, EY Hsiao, DJ Sand, …
arXiv preprint arXiv:2009.11415
|
2020 |
|
The All-weather MUse Supernova Integral-field Nearby Galaxies (AMUSING) survey L Galbany, JP Anderson, SF Sánchez, H Kunkarayakti, J Lyman, …
XIV. 0 Scientific Meeting (virtual) of the Spanish Astronomical Society, 38
|
2020 |
|
Studying Type II supernovae as cosmological standard candles using the Dark Energy Survey T De Jaeger, L Galbany, S González-Gaitán, R Kessler, AV Filippenko, …
Monthly Notices of the Royal Astronomical Society 495 (4), 4860-4892
|
2020 |
|
Design and operation of the ATLAS Transient Science Server KW Smith, SJ Smartt, DR Young, JL Tonry, L Denneau, H Flewelling, …
Publications of the Astronomical Society of the Pacific 132 (1014), 085002
|
2020 |
|
Luminous Type II supernovae for their low expansion velocities Ó Rodríguez, G Pignata, JP Anderson, TJ Moriya, A Clocchiatti, F Förster, …
Monthly Notices of the Royal Astronomical Society 494 (4), 5882-5901
|
2020 |
|
Asteroids’ Size Distribution and Colors from HITS J Peña, C Fuentes, F Förster, J Martinez-Palomera, G Cabrera-Vives, …
The Astronomical Journal 159 (4), 148
|
2020 |
|
Transient Classification Report for 2020-02-14 C McCully, D Hiramatsu, J Burke, J Andrews, C Peligrino, DA Howell, …
Transient Name Server Classification Report 2020, 1
|
2020 |
|
LIGO/Virgo S200114f: Gemini Spectra of AT 2020vu, AT 2020vw, AT 2020vy, and AT 2020vz C McCully, D Hiramatsu, J Burke, J Andrews, C Peligrino, DA Howell, …
GRB Coordinates Network 27073, 1
|
2020 |
|
Introducing the Search for Intermediate-mass Black Holes in Nearby Galaxies (SIBLING) Survey J Martínez-Palomera, P Lira, F Förster, RM Plotkin
The Astrophysical Journal 889 (2), 113
|
2020 |
|
alercebroker/lc_classifier: Release 1.0. 1 P Sánchez-Sáez, I Reyes, C Valenzuela, F Förster, S Eyheramendy, …
Zenodo
|
2020 |
Eduardo Graells-Garrido
|
E Graells-Garrido, R Schifanella, D Opitz, F Rowe
Environment and Planning B: Urban Analytics and City Science, 23998083221117830
|
2022 |
|
A physiology-inspired framework for holistic city simulations I Meta, FM Cucchietti, D Navarro-Mateu, E Graells-Garrido, V Guallart
Cities 126, 103553
|
2022 |
|
Bots don’t Vote, but They Surely Bother! A Study of Anomalous Accounts in a National Referendum E Graells-Garrido, R Baeza-Yates
14th ACM Web Science Conference 2022, 302-306
|
2022 |
|
Identifying and Characterizing New Expressions of Community Framing during Polarization H Sarmiento, F Bravo-Marquez, E Graells-Garrido, B Poblete
Proceedings of the International AAAI Conference on Web and Social Media 16 …
|
2022 |
|
A Generalisable Data Fusion Framework to Infer Mode of Transport Using Mobile Phone Data E Graells-Garrido, D Opitz, F Rowe
arXiv preprint arXiv:2204.09482
|
2022 |
|
F Rowe, M Mahony, E Graells-Garrido, M Rango, N Sievers
DATA & POLICY 4
|
2022 |
|
Using Twitter to track immigration sentiment during early stages of the COVID-19 pandemic—ADDENDUM F Rowe, M Mahony, E Graells-Garrido, M Rango, N Sievers
Data & Policy 4, e11
|
2022 |
|
A framework to understand attitudes towards immigration through Twitter Y Freire-Vidal, E Graells-Garrido, F Rowe
Applied Sciences 11 (20), 9689
|
2021 |
|
The camp nou stadium as a testbed for city physiology: a modular framework for urban digital twins I Meta, F Serra-Burriel, JC Carrasco-Jiménez, FM Cucchietti, …
Complexity 2021, 1-15
|
2021 |
|
A city of cities: Measuring how 15-minutes urban accessibility shapes human mobility in Barcelona E Graells-Garrido, F Serra-Burriel, F Rowe, FM Cucchietti, P Reyes
PloS one 16 (5), e0250080
|
2021 |
|
Twitter and abortion: Online hate against pro-choice female politicians in Chile C Pérez-Arredondo, E Graells-Garrido
Journal of Language Aggression and Conflict
|
2021 |
|
Using Twitter to track immigration sentiment during early stages of the COVID-19 pandemic F Rowe, M Mahony, E Graells-Garrido, M Rango, N Sievers
Data & Policy 3, e36
|
2021 |
|
Modalflow: cross-origin flow data visualization for urban mobility I Pérez-Messina, E Graells-Garrido, MJ Lobo, C Hurter
Algorithms 13 (11), 298
|
2020 |
|
E Graells-Garrido, V Peña-Araya, L Bravo
Sustainability 12 (15), 6001
|
2020 |
|
Every colour you are: Stance prediction and turnaround in controversial issues E Graells-Garrido, R Baeza-Yates, M Lalmas
12th ACM conference on web science, 174-183
|
2020 |
|
Tweets on the go: Gender differences in transport perception and its discussion on social media P Vasquez-Henriquez, E Graells-Garrido, D Caro
Sustainability 12 (13), 5405
|
2020 |
|
Representativeness of abortion legislation debate on twitter: A case study in argentina and chile E Graells-Garrido, R Baeza-Yates, M Lalmas
Companion Proceedings of the Web Conference 2020, 765-774
|
2020 |
|
D Opitz, E Graells-Garrido, I Pérez-Messina
Companion Proceedings of the Web Conference 2020, 688-693
|
2020 |
|
Measuring spatial subdivisions in urban mobility with mobile phone data E Graells-Garrido, I Meta, F Serra-Buriel, P Reyes, FM Cucchietti
Companion Proceedings of the Web Conference 2020, 485-494
|
2020 |
|
Toward an interdisciplinary methodology to solve new (old) transportation problems E Graells-Garrido, V Peña-Araya
Companion Proceedings of the Web Conference 2020, 504-509
|
2020 |
|
Beyond Performing Arts: Network Composition and Collaboration Patterns Y Herrera-Guzman, E Graells-Garrido, D Caro
WikiWorkshop @ The Web Conference
|
2020 |
Marcel Goic
|
Using Meta-Learning in Automatic Demand Forecast with a Large Number of Products L Gutiérrez, M Goic
Supply Chain Management Strategies and Methodologies: Experiences from Latin …
|
2023 |
|
A Multiarmed Bandit Approach for House Ads Recommendations N Aramayo, M Schiappacasse, M Goic
Marketing Science 42 (2), 271-292
|
2023 |
|
D Sauré, I Neira, M Goic, M O’Ryan, JP Torres, A Bruhn, M Ferres, …
Plos one 18 (3), e0283085
|
2023 |
|
Analytics Saves Lives During the COVID-19 Crisis in Chile LJ Basso, M Goic, M Olivares, D Sauré, C Thraves, A Carranza, …
INFORMS Journal on Applied Analytics 53 (1), 9-31
|
2023 |
|
Assessing the Complementary Role of Firm and Friends Recommendations in Mobile Environments M Goic, J Guajardo, L Ma
Available at SSRN 4314996
|
2022 |
|
The roles of multiple channels in predicting website visits and purchases: Engagers versus closers M Goić, K Jerath, K Kalyanam
International Journal of Research in Marketing 39 (3), 656-677
|
2022 |
|
A Carranza, M Goic, E Lara, M Olivares, GY Weintraub, J Covarrubia, …
Management Science 68 (3), 2016-2027
|
2022 |
|
The effectiveness of triggered email marketing in addressing browse abandonments M Goic, A Rojas, I Saavedra
Journal of Interactive Marketing 55 (1), 118-145
|
2021 |
|
R Muñoz-Cancino, SA Rios, M Goic, M Graña
International Journal of Environmental Research and Public Health 18 (11), 5507
|
2021 |
|
M Goić, C Levenier, R Montoya
Journal of Retailing and Consumer Services 60, 102505
|
2021 |
|
COVID-19: Short-term forecast of ICU beds in times of crisis M Goic, MS Bozanic-Leal, M Badal, LJ Basso
Plos one 16 (1), e0245272
|
2021 |
|
Accounting for cost heterogeneity on the demand in the context of a technician dispatching problem JP Cavada, CE Cortés, M Goic, A Weintraub, JI Zambrano
European Journal of Operational Research 287 (3), 820-831
|
2020 |
|
Investigating the Role of Multiple Channels in Predicting Website Browsing Patterns and Purchase M Goić
SSRN Electronic Journal
|
2020 |
|
El dispar impacto de las cuarentenas en las comunas de la Región Metropolitana M Olivares, M Goic, G Weintraub, J Covarrubia, CE Catalán
Santiago de Chile: ISCI
|
2020 |
|
El impacto de las dos primeras semanas de cuarentena masiva en la Región Metropolitana M Olivares, M Goic, G Weintraub, J Covarrubia, C Escobedo, L Basso
Instituto sistemas complejos de ingeniería, Reporte de movilidad, 11
|
2020 |
Benjamín Herrmann
|
Physics-informed dynamic mode decomposition PJ Baddoo, B Herrmann, BJ McKeon, J Nathan Kutz, SL Brunton
Proceedings of the Royal Society A 479 (2271), 20220576
|
2023 |
|
From resolvent to Gramians: extracting forcing and response modes for control B Herrmann, PJ Baddoo, S Dawson, R Semaan, SL Brunton, BJ McKeon
arXiv preprint arXiv:2301.13093
|
2023 |
|
Combining probabilistic and trajectory-based learning for reduced-order modeling P Baddoo, B Herrmann, B McKeon, JN Kutz, S Brunton
Bulletin of the American Physical Society
|
2022 |
|
From resolvent to Gramians: forcing and response modes for control B Herrmann, P Baddoo, R Semaan, S Brunton, B McKeon
Bulletin of the American Physical Society
|
2022 |
|
Some aspects of combined equation-and data-driven modeling for turbulent flows B McKeon, B Herrmann, P Baddoo, S Brunton
Bulletin of the American Physical Society
|
2022 |
|
PJ Baddoo, B Herrmann, BJ McKeon, SL Brunton
Proceedings of the Royal Society A 478 (2260), 20210830
|
2022 |
|
Gust mitigation through closed-loop control. II. Feedforward and feedback control B Herrmann, SL Brunton, JE Pohl, R Semaan
Physical Review Fluids 7 (2), 024706
|
2022 |
|
Gust mitigation through closed-loop control. I. Trailing-edge flap response JE Pohl, R Radespiel, B Herrmann, SL Brunton, R Semaan
Physical Review Fluids 7 (2), 024705
|
2022 |
|
M Behzad, B Herrmann, WR Calderón-Muñoz, JM Cardemil, R Barraza
International Journal of Numerical Methods for Heat & Fluid Flow 32 (2), 598-615
|
2022 |
|
Physics-informed dynamic mode decomposition (piDMD) PJ Baddoo, B Herrmann, BJ McKeon, JN Kutz, SL Brunton
arXiv preprint arXiv:2112.04307
|
2021 |
|
Data-driven resolvent analysis B Herrmann, PJ Baddoo, R Semaan, SL Brunton, BJ McKeon
Journal of Fluid Mechanics 918, A10
|
2021 |
|
Learning and enforcing physical structure with physics-informed dynamic mode decomposition (piDMD) P Baddoo, B Herrmann, B McKeon, N Kutz, S Brunton
APS Division of Fluid Dynamics Meeting Abstracts, F10. 001
|
2021 |
|
Linearized analyses of fluid flows from nonlinear simulation data B Herrmann, P Baddoo, S Brunton, B McKeon
APS Division of Fluid Dynamics Meeting Abstracts, T07. 009
|
2021 |
|
Modeling synchronization in forced turbulent oscillator flows B Herrmann, P Oswald, R Semaan, SL Brunton
Communications Physics 3 (1), 195
|
2020 |
|
B Herrmann, M Behzad, JM Cardemil, WR Calderón-Muñoz, …
Solar Energy 198, 343-354
|
2020 |
|
Thermo-structural analysis of a honeycomb type volumetric absorber for CSP applications M Behzad, B Herrmann, WR Calderón-Muñoz, JM Cardemil
International Solar Energy Society
|
2020 |
|
Towards equation-free resolvent analysis S Brunton, P Baddoo, B Herrmann, B McKeon
APS Division of Fluid Dynamics Meeting Abstracts, K09. 012
|
2020 |
Ángel Jiménez
|
C Barría, CA Guevara, A Jimenez-Molina, S Seriani
Transportation Research Part F: Traffic Psychology and Behaviour 95, 418-431
|
2023 |
|
F Diaz-Guerra, A Jimenez-Molina
Sensors 23 (4), 2294
|
2023 |
|
P Salas, A Jimenez-Molina, CA Guevara, G Nova
WCTR 2023: World Conference Transportation Research
|
2023 |
|
Towards Psychophysiological Markers for Affect-Aware Vehicles A Jimenez-Molina, F Diaz-Guerra, C Retamal, CA Guevara
Proceedings of the International Conference on Ubiquitous Computing …
|
2022 |
|
M Castro, CA Guevara, A Jimenez-Molina
Transportation research part C: emerging technologies 118, 102712
|
2020 |
|
S Maldonado, J López, A Jimenez-Molina, H Lira
Expert Systems with Applications 143, 112988
|
2020 |
Javier Ruiz del Solar
|
On the Challenges of Applying Machine Learning in Mineral Processing and Extractive Metallurgy H Estay, P Lois-Morales, G Montes-Atenas, J Ruiz del Solar
Minerals 13 (6), 788
|
2023 |
|
Human Pose Estimation using Thermal Images J Smith, P Loncomilla, J Ruiz-del-Solar
IEEE Access
|
2023 |
|
Detection of intermuscular coordination based on the causality of empirical mode decomposition C Cruz-Montecinos, X García-Massó, H Maas, M Cerda, J Ruiz-del-Solar, …
Medical & Biological Engineering & Computing 61 (2), 497-509
|
2023 |
|
Learning to Break Rocks with Deep Reinforcement Learning P Samtani, F Leiva, J Ruiz-del-Solar
IEEE Robotics and Automation Letters
|
2023 |
|
JP Espinoza, M Mascaró, N Morales, J Ruiz Del Solar
International Journal of Mining, Reclamation and Environment 36 (8), 552-573
|
2022 |
|
Automatic determination of rock-breaking target poses for impact hammers D Cárdenas, I Parra-Tsunekawa, F Leiva, J Ruiz-del-Solar
Energies 15 (17), 6380
|
2022 |
|
P Loncomilla, P Samtani, J Ruiz-del-Solar
Expert Systems with Applications 194, 116537
|
2022 |
|
Rocky-CenterNet: Detecting rocks using convolutional neural networks and ellipses P Loncomilla, P Samtani, J Ruiz-del-Solar
Software Impacts 12, 100290
|
2022 |
|
Haptic teleoperation of impact hammers in underground mining M Correa, D Cárdenas, D Carvajal, J Ruiz-del-Solar
Applied Sciences 12 (3), 1428
|
2022 |
|
Automatic Determination of Rock-Breaking Target Poses for Impact Hammers. Energies 2022, 15, 6380 D Cárdenas, I Parra-Tsunekawa, F Leiva, J Ruiz-del-Solar
Volume II, 167
|
2022 |
|
P Samtani, F Leiva, J Ruiz-del-Solar
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems …
|
2021 |
|
Autonomous loading system for Load-Haul-Dump (LHD) machines used in underground mining C Tampier, M Mascaró, J Ruiz-del-Solar
Applied Sciences 11 (18), 8718
|
2021 |
|
JP Lacassie, J Ruiz-Del-Solar
Journal of South American Earth Sciences 109, 103289
|
2021 |
|
M Mascaró, I Parra-Tsunekawa, C Tampier, J Ruiz-del-Solar
Applied Sciences 11 (14), 6547
|
2021 |
|
Robocup@ Home 2021 Champion Team Paper: SSPL Winner Uchile Peppers R Salas, JP Cáceres, E Loayza, F Feliú, F Valenzuela, JR del Solar
Robot World Cup, 275-282
|
2021 |
|
J Ruiz-del-Solar, M Salazar, V Vargas-Araya, U Campodónico, …
IEEE Robotics & Automation Magazine
|
2021 |
|
Deep learning applied to humanoid soccer robotics: playing without using any color information N Cruz, F Leiva, J Ruiz-del-Solar
Autonomous Robots 45 (3), 335-350
|
2021 |
|
Mental and emotional health care for COVID-19 patients: employing pudu, a telepresence robot J Ruiz-del-Solar, M Salazar, V Vargas-Araya, U Campodonico, …
IEEE Robotics & Automation Magazine 28 (1), 82-89
|
2021 |
|
Monitoring and Controlling Saturation Zones in Heap Leach Piles Using Thermal Analysis O Daud, M Correa, H Estay, J Ruíz-del-Solar
Minerals 11 (2), 115
|
2021 |
|
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS Y JIN, H ABBASS, G ALENYA, AALI SALAH, A ALY, C ANGULO, …
|
2021 |
|
O Daud, M Correa, H Estay, J Ruíz-del-Solar
s Note: MDPI stays neutral with regard to jurisdictional claims in published …
|
2021 |
|
G Sandini, J Ruiz-del-Solar
2020 Joint IEEE 10th International Conference on Development and Learning …
|
2020 |
|
Robust rl-based map-less local planning: Using 2d point clouds as observations F Leiva, J Ruiz-del-Solar
IEEE Robotics and Automation Letters 5 (4), 5787-5794
|
2020 |
|
N Cruz, J Ruiz-del-Solar
2020 International Joint Conference on Neural Networks (IJCNN), 1-8
|
2020 |
|
R Pérez-Dattari, C Celemin, G Franzese, J Ruiz-del-Solar, J Kober
IEEE Robotics & Automation Magazine 27 (2), 46-54
|
2020 |
|
Applications of deep learning in robot vision J Ruiz-del-Solar, P Loncomilla
Deep Learning in Computer Vision, 211-232
|
2020 |
|
Generation of Realistic Images for Learning in Simulation using FeatureGAN. N Cruz, J Ruiz-del-Solar
CoRL, 1121-1136
|
2020 |
|
Topological Navigation in Tunnels: LHD Navigation as a Case Study M Mascaró, C Tampier, J Ruiz del Solar
Proceedings of the Automining
|
2020 |
|
Development and testing of autonomous mining equipment in underground mines M Mascaró, I Parra, C Tampier, M Correa, J Ruiz del Solar
7th International Congress on Automation in Mining–Automining 2020
|
2020 |
|
Interactive Learning of Temporal Features for Control R Pérez-Dattari, C Celemin, G Franzese, J Ruiz-del Solar, J Kober
Robotics and Automation Magazine (RAM)
|
2020 |
|
Interactive learning with corrective feedback for policies based on deep neural networks R Pérez-Dattari, C Celemin, J Ruiz-del-Solar, J Kober
Proceedings of the 2018 International Symposium on Experimental Robotics …
|
2020 |
Daniel Remenik
|
TASEP and generalizations: Method for exact solution K Matetski, D Remenik
Probability Theory and Related Fields 185 (1-2), 615-698
|
2023 |
|
Exact solution of TASEP and variants with inhomogeneous speeds and memory lengths K Matetski, D Remenik
arXiv preprint arXiv:2301.13739
|
2023 |
|
Airy process with wanderers, KPZ fluctuations, and a deformation of the Tracy–Widom GOE distribution K Liechty, GB Nguyen, D Remenik
Annales de l’Institut Henri Poincare (B) Probabilites et statistiques 58 (4 …
|
2022 |
|
Coexistence for a population model with forest fire epidemics L Fredes, A Linker, D Remenik
The Annals of Applied Probability 32 (5), 4004-4037
|
2022 |
|
Polynuclear growth and the Toda lattice K Matetski, J Quastel, D Remenik
arXiv preprint arXiv:2209.02643
|
2022 |
|
Integrable fluctuations in the KPZ universality class D Remenik
arXiv preprint arXiv:2205.01433
|
2022 |
|
KP governs random growth off a 1-dimensional substrate J Quastel, D Remenik
Forum of Mathematics, Pi 10
|
2022 |
|
K Matetski, J Quastel, D Remenik
Acta Mathematica 227 (1), 115-203
|
2021 |
|
Data Science for Engineers: A Teaching Ecosystem F Tobar, F Bravo-Marquez, J Dunstan, J Fontbona, A Maass, D Remenik, …
IEEE Signal Processing Magazine 38 (3), 144-153
|
2021 |
|
One-sided reflected Brownian motions and the KPZ fixed point M Nica, J Quastel, D Remenik
Forum of Mathematics, Sigma 8, e63
|
2020 |
|
Solution of the Kolmogorov equation for TASEP M Nica, J Quastel, D Remenik
Annals of Probability 48 (5), 2344-2358
|
2020 |
|
The contact process with dynamic edges on A Linker, D Remenik
Electronic Journal of Probability 25
|
2020 |
Doris Sáez
|
Hierarchical energy management system for multi-microgrid coordination with demand-side management R Bustos, LG Marín, A Navas-Fonseca, L Reyes-Chamorro, D Sáez
Applied Energy 342, 121145
|
2023 |
|
Deep learning prediction intervals based on selective joint supervision S Parra, D Sáez
Applied Intelligence, 1-17
|
2023 |
|
Energy–Water Management System Based on MPC for a Greenhouse in a Mapuche Indigenous Community A Endo, S Parra, O Cartagena, D Sáez, C Muñoz, JI Huircan
Applied Sciences 13 (8), 4734
|
2023 |
|
A Consensus-Based Distributed Secondary Control Optimization Strategy for Hybrid Microgrids E Espina, R Cárdenas-Dobson, JW Simpson-Porco, M Kazerani, D Sáez
IEEE Transactions on Smart Grid
|
2023 |
|
D Köbrich, LG Marin, D Muñoz‐Carpintero, C Ahumada, D Saez, …
International Journal of Energy Research 46 (14), 19775-19795
|
2022 |
|
Model Predictive Control for the Reduction of Marine Propellers Vibrations C Ahumada, L Tarisciotti, D Sepúlveda, D Sáez
2022 IEEE Energy Conversion Congress and Exposition (ECCE), 1-8
|
2022 |
|
Fuzzy and Neural Prediction Intervals for Robust Control of a Greenhouse A Endo, O Cartagena, J Ocaranza, D Sáez, C Muñoz
2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8
|
2022 |
|
Demand Side Management for Microgrids based on Fuzzy Prediction Intervals R Bustos, LG Marín, A Navas-Fonseca, D Sáez, GJ Estévez
2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8
|
2022 |
|
Fuzzy Model Predictive Control for Takagi & Sugeno Systems with Optimised Prediction Dynamics M Nova, D Muñoz-Carpintero, D Sáez
2022 European Control Conference (ECC), 1790-1796
|
2022 |
|
A review of microgrids in latin america: Laboratories and test systems JM Rey, GA Vera, P Acevedo-Rueda, J Solano, MA Mantilla, J Llanos, …
IEEE Latin America Transactions 20 (6), 1000-1011
|
2022 |
|
Distributed model-based predictive secondary control for hybrid AC/DC microgrids E Rute-Luengo, A Navas-Fonseca, JS Gómez, E Espina, …
IEEE Journal of Emerging and Selected Topics in Power Electronics
|
2022 |
|
H Rozas, D Muñoz-Carpintero, D Saéz, ME Orchard
Expert Systems with Applications 184, 115489
|
2021 |
|
A Navas-Fonseca, C Burgos-Mellado, JS Gómez, J Llanos, E Espina, …
IECON 2021–47th Annual Conference of the IEEE Industrial Electronics Society …
|
2021 |
|
Energy management system optimization in islanded microgrids: An overview and future trends JM Raya-Armenta, N Bazmohammadi, JG Avina-Cervantes, D Sáez, …
Renewable and Sustainable Energy Reviews 149, 111327
|
2021 |
|
E Espina, A Navas, JS Gómez, JW Simpson-Porco, R Cárdenas, D Sáez, …
2021 23rd European Conference on Power Electronics and Applications (EPE’21 …
|
2021 |
|
Distributed predictive secondary control for imbalance sharing in AC microgrids A Navas-Fonseca, C Burgos-Mellado, JS Gómez, F Donoso, L Tarisciotti, …
IEEE Transactions on Smart Grid 13 (1), 20-37
|
2021 |
|
A Navas-Fonseca, C Burgos-Mellado, E Espina, E Rute, JS Gómez, …
2021 IEEE Fourth International Conference on DC Microgrids (ICDCM), 1-6
|
2021 |
|
C Rodríguez-Seeger, D Sáez-Hueichapan, A Fuenzalida-Artigas, …
Scholarship of Teaching and Learning in the South 5 (1), 87-106
|
2021 |
|
Review on fuzzy and neural prediction interval modelling for nonlinear dynamical systems O Cartagena, S Parra, D Muñoz-Carpintero, LG Marín, D Sáez
IEEE Access 9, 23357-23384
|
2021 |
|
A Navas, JS Gómez, J Llanos, E Rute, D Sáez, M Sumner
IEEE Transactions on Smart Grid 12 (4), 2748-2759
|
2021 |
|
Review on fuzzy and neural prediction interval modelling for nonlinear dynamical systems ÓA Cartagena Villalobos, SAI Parra Flores, D Muñoz Carpintero, …
IEEE
|
2021 |
|
D Liang, B Mostaghaci, E Perets, L Shi, F Cuccureddu, U Goebel, …
|
2021 |
|
T Roje, D Sáez, C Muñoz, L Daniele
Applied Sciences 10 (21), 7723
|
2020 |
|
Distributed control strategies for microgrids: An overview E Espina, J Llanos, C Burgos-Mellado, R Cardenas-Dobson, …
IEEE Access 8, 193412-193448
|
2020 |
|
E Espina, R Cárdenas-Dobson, JW Simpson-Porco, D Sáez, M Kazerani
IEEE Transactions on Power Electronics 36 (5), 5971-5984
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2020 |
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C Burgos-Mellado, J Llanos, E Espina, D Saez, R Cardenas, M Sumner, …
IEEE Access 8, 164882-164898
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2020 |
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Experimental hybrid ac/dc-microgrid prototype for laboratory research E Espina, C Burgos-Mellado, JS Gómez, J Llanos, E Rute, A Navas, …
2020 22nd European Conference on Power Electronics and Applications (EPE’20 …
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2020 |
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Fuzzy interval modelling based on joint supervision D Muñoz-Carpintero, S Parra, O Cartagena, D Sáez, LG Marín, I Škrjanc
2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8
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2020 |
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Predictive Control based on Fuzzy Optimization for Multi-Room HVAC Systems A Endo, O Cartagena, D Sáez, D Muñoz-Carpintero
2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8
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2020 |
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C Díaz, V Quintero, A Pérez, F Jaramillo, C Burgos-Mellado, H Rozas, …
IEEE Transactions on Vehicular Technology 69 (7), 7187-7200
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2020 |
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Uncertainty-aware forecasting of renewable energy sources D Pekaslan, C Wagner, JM Garibaldi, LG Marin, D Sáez
2020 IEEE International Conference on Big Data and Smart Computing (BigComp …
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2020 |
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E Espina González, R Cárdenas Dobson, M Espinoza, C Burgos Mellado, …
Institute of Electrical and Electronics Engineers (IEEE)
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2020 |
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C Díaz Turra, V Quintero, A Pérez, F Jaramillo Montoya, …
(IEEE) Institute of Electrical and Electronics Engineers
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2020 |
Jorge Silva
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Gaussian process deconvolution F Tobar, A Robert, JF Silva
arXiv preprint arXiv:2305.04871
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2023 |
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Optimal observational scheduling framework for binary and multiple stellar systems M Videla, RA Mendez, JF Silva, ME Orchard
arXiv preprint arXiv:2301.04162
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2023 |
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Lossy Compression for Robust Unsupervised Time-Series Anomaly Detection CP Ley, JF Silva
arXiv preprint arXiv:2212.02303
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2022 |
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S Espinosa, JF Silva, P Piantanida
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …
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2022 |
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On the Interplay between Information Loss and Operation Loss in Representations for Classification J Silva, F Tobar
International Conference on Artificial Intelligence and Statistics, 4853-4871
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2022 |
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Bayesian inference in single-line spectroscopic binaries with a visual orbit M Videla, RA Mendez, RM Clavería, JF Silva, ME Orchard
The Astronomical Journal 163 (5), 220
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2022 |
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Compressibility analysis of asymptotically mean stationary processes JF Silva
Applied and Computational Harmonic Analysis 56, 61-97
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2022 |
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JF Silva, F Tobar, M Vicuña, F Cordova
arXiv preprint arXiv:2112.15238
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2021 |
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ME Gonzalez, JF Silva, M Videla, ME Orchard
IEEE Transactions on Signal Processing 70, 158-173
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2021 |
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On universal d-semifaithful coding for memoryless sources with infinite alphabets JF Silva, P Piantanida
IEEE Transactions on Information Theory 68 (4), 2782-2800
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2021 |
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On the Exponential Approximation of Type II Error Probability of Distributed Test of Independence S Espinosa, JF Silva, P Piantanida
IEEE Transactions on Signal and Information Processing over Networks 7, 777-790
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2021 |
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Bayes-based Orbital Elements Estimation in Triple Hierarchical Stellar Systems MEO Constanza Villegas, Rene A. Mendez, Jorge F. Silva
Publications of the Astronomical Society of the Pacific 133 (074501), 1-24
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2021 |
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Bayes-based orbital elements estimation in triple hierarchical stellar systems C Villegas, RA Mendez, JF Silva, ME Orchard
Publications of the Astronomical Society of the Pacific 133 (1025), 074501
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2021 |
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Data Science for Engineers: A Teaching Ecosystem F Tobar, F Bravo-Marquez, J Dunstan, J Fontbona, A Maass, D Remenik, …
IEEE Signal Processing Magazine 38 (3), 144-153
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2021 |
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Finite-Length Bounds on Hypothesis Testing Subject to Vanishing Type I Error Restrictions S Espinosa, JF Silva, P Piantanida
IEEE Signal Processing Letters
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2021 |
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Bayes-based estimation of orbital parameters in hierarchical triple stellar systems CL Villegas, RA Méndez, ME Orchard, JF Silva
Boletin de la Asociacion Argentina de Astronomia La Plata Argentina 61, 102-102
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2020 |
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Geological Facies Recovery Based on Weighted -Regularization H Calderon, F Santibañez, JF Silva, JM Ortiz, A Egaña
Mathematical Geosciences 52 (5), 593-617
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2020 |
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ME Gonzalez, JF Silva
2020 IEEE International Symposium on Information Theory (ISIT), 1301-1306
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2020 |
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Variogram-based descriptors for comparison and classification of rock texture images GF Diaz, JM Ortiz, JF Silva, RA Lobos, AF Egana
Mathematical Geosciences 52, 451-476
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2020 |
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Ore-Waste Discrimination with Adaptive Sampling Strategy FA Santibáñez-Leal, JM Ortiz, JF Silva
Natural Resources Research, 1-24
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2020 |
Felipe Tobar
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Gaussian process deconvolution F Tobar, A Robert, JF Silva
arXiv preprint arXiv:2305.04871
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2023 |
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On machine learning and the replacement of human labour: anti-Cartesianism versus Babbage’s path F Tobar, R González
AI & SOCIETY 37 (4), 1459-1471
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2022 |
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Computationally-efficient initialisation of GPs: The generalised variogram method F Tobar, E Cazelles, T de Wolff
arXiv preprint arXiv:2210.05394
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2022 |
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T Pérez-Jeldres, B Pizarro, G Ascui, M Orellana, M Cerda-Villablanca, …
Medicine 101 (36), e30216
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2022 |
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S Covino, F Tobar, A Treves
Monthly Notices of the Royal Astronomical Society 513 (2), 2841-2849
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2022 |
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On the Interplay between Information Loss and Operation Loss in Representations for Classification J Silva, F Tobar
International Conference on Artificial Intelligence and Statistics, 4853-4871
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2022 |
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Nonstationary multi-output Gaussian processes via harmonizable spectral mixtures M Altamirano, F Tobar
International Conference on Artificial Intelligence and Statistics, 3204-3218
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2022 |
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Modeling Neonatal EEG Using Multi-Output Gaussian Processes V Caro, JH Ho, S Witting, F Tobar
IEEE Access 10, 32912-32927
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2022 |
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Stochastic Gradient Descent in Wasserstein Space J Backhoff-Veraguas, J Fontbona, G Rios, F Tobar
arXiv preprint arXiv:2201.04232
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2022 |
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Bayesian learning with Wasserstein barycenters J Backhoff, J Fontbona, G Rios, F Tobar
ESAIM: Probability and Statistics 26, 436–472
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2022 |
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Una mirada a la era de los datos J Dunstan, A Maass, F Tobar
Universitaria
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2022 |
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T Pérez, B Pizarro, G Ascui, F Tobar, M Cerda-Villablanca, D Alvares, …
Journal of Crohn’s and Colitis 16 (Supplement_1), i591-i591
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2022 |
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JF Silva, F Tobar, M Vicuña, F Cordova
arXiv preprint arXiv:2112.15238
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2021 |
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A novel notion of barycenter for probability distributions based on optimal weak mass transport E Cazelles, F Tobar, J Fontbona
Advances in Neural Information Processing Systems 34, 13575-13586
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2021 |
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Detection of blue whale vocalisations using a temporal-domain convolutional neural network B Sagredo, S Español-Jiménez, F Tobar
2021 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-5
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2021 |
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Bayesian autoregressive spectral estimation A Cuevas, S López, D Mandic, F Tobar
2021 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-7
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2021 |
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Late reverberation suppression using U-nets D León, F Tobar
arXiv preprint arXiv:2110.02144
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2021 |
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Data Science for Engineers: A Teaching Ecosystem F Tobar, F Bravo-Marquez, J Dunstan, J Fontbona, A Maass, D Remenik, …
IEEE Signal Processing Magazine 38 (3), 144-153
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2021 |
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MOGPTK: The multi-output Gaussian process toolkit T de Wolff, A Cuevas, F Tobar
Neurocomputing 424, 49-53
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2021 |
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The Wasserstein-Fourier distance for stationary time series E Cazelles, A Robert, F Tobar
IEEE Transactions on Signal Processing
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2020 |
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Bayesian Reconstruction of Fourier Pairs F Tobar, L Araya-Hernández, P Huijse, PM Djurić
IEEE Transactions on Signal Processing 69, 73-87
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2020 |
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Gaussian process imputation of multiple financial series T de Wolff, A Cuevas, F Tobar
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …
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2020 |
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Predicting nationwide obesity from food sales using machine learning J Dunstan, M Aguirre, M Bastías, C Nau, TA Glass, F Tobar
Health Informatics Journal 26 (1), 652-663
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2020 |
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