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Cerqueira, Vitor
318  Ergebnisse:
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1

Instance-based meta-learning for conditionally dependent un..:

Cerqueira, Vitor ; Torgo, Luis ; Bontempi, Gianluca
International Journal of Forecasting.  , 2024
Link: https://doi.org/10.1016/..
 
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2

DEEP LEARNING FOR TIME SERIES COOKBOOK: use PyTorch and Pyt..:

Cerqueira, Vitor ; Roque, Luís - 1st edition . , 2024
Link: https://learning.oreilly..
 
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3

Forecasting ocean hypoxia in salmonid fish farms:

Cerqueira, Vitor ; Pimentel, João ; Korus, Jennie...
Frontiers in Aquaculture.  3 (2024)  - p. , 2024
Link: https://doi.org/10.3389/..
 
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4

Early anomaly detection in time series: a hierarchical appr..:

Cerqueira, Vitor ; Torgo, Luis ; Soares, Carlos
Machine Learning.  112 (2023)  11 - p. 4409-4430 , 2023
Link: https://doi.org/10.1007/..
 
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5

Model Selection for Time Series Forecasting An Empirical An..:

Cerqueira, Vitor ; Torgo, Luis ; Soares, Carlos
Neural Processing Letters.  55 (2023)  7 - p. 10073-10091 , 2023
Link: https://doi.org/10.1007/..
 
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6

Towards time-evolving analytics: Online learning for time-d..:

Ziffer, Giacomo ; Bernardo, Alessio ; Della Valle, Emanuele...
Data Science.  6 (2023)  1-2 - p. 1-16 , 2023
Link: https://doi.org/10.3233/..
 
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7

A case study comparing machine learning with statistical me..:

Cerqueira, Vitor ; Torgo, Luis ; Soares, Carlos
Journal of Intelligent Information Systems.  59 (2022)  2 - p. 415-433 , 2022
Link: https://doi.org/10.1007/..
 
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8

STUDD: a student–teacher method for unsupervised concept dr..:

Cerqueira, Vitor ; Gomes, Heitor Murilo ; Bifet, Albert.
Machine Learning.  112 (2022)  11 - p. 4351-4378 , 2022
Link: https://doi.org/10.1007/..
 
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9

Automated imbalanced classification via layered learning:

Cerqueira, Vitor ; Torgo, Luis ; Branco, Paula.
Machine Learning.  112 (2022)  6 - p. 2083-2104 , 2022
Link: https://doi.org/10.1007/..
 
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10

Automated imbalanced classification via meta-learning:

Moniz, Nuno ; Cerqueira, Vitor
Expert Systems with Applications.  178 (2021)  - p. 115011 , 2021
Link: https://doi.org/10.1016/..
 
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11

VEST: automatic feature engineering for forecasting:

Cerqueira, Vitor ; Moniz, Nuno ; Soares, Carlos
Machine Learning.  113 (2021)  7 - p. 4523-4545 , 2021
Link: https://doi.org/10.1007/..
 
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12

Forecasting hotel demand for revenue management using machi..:

Pereira, Luis Nobre ; Cerqueira, Vitor
Current Issues in Tourism.  25 (2021)  17 - p. 2733-2750 , 2021
Link: https://doi.org/10.1080/..
 
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13

Empirical Study on the Impact of Different Sets of Paramete..:

, In: PRICAI 2021: Trends in Artificial Intelligence; Lecture Notes in Computer Science,
Barros, Filipa S. ; Cerqueira, Vitor ; Soares, Carlos - p. 454-465 , 2021
Link: https://doi.org/10.1007/..
 
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14

Evaluating time series forecasting models: an empirical stu..:

Cerqueira, Vitor ; Torgo, Luis ; Mozetič, Igor
Machine Learning.  109 (2020)  11 - p. 1997-2028 , 2020
Link: https://doi.org/10.1007/..
 
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15

Unsupervised Concept Drift Detection Using a Student–Teache..:

, In: Discovery Science; Lecture Notes in Computer Science,
Cerqueira, Vitor ; Gomes, Heitor Murilo ; Bifet, Albert - p. 190-204 , 2020
Link: https://doi.org/10.1007/..
 
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