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León, Juan Pablo Astudillo
89  Ergebnisse:
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1

A Reinforcement Learning Congestion Control Algorithm for S..:

Andrade-Zambrano, Argenis Ronaldo ; León, Juan Pablo Astudillo ; Morocho-Cayamcela, Manuel Eugenio..
IEEE Access.  12 (2024)  - p. 75072-75092 , 2024
Link: https://doi.org/10.1109/..
 
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2

ML-RPL: Machine Learning-Based Routing Protocol for Wireles..:

Santos, Carlos Lester Duenas ; Mezher, Ahmad Mohamad ; León, Juan Pablo Astudillo...
IEEE Access.  11 (2023)  - p. 57401-57414 , 2023
Link: https://doi.org/10.1109/..
 
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3

GraTree: A gradient boosting decision tree based multimetri..:

Cárdenas, Leticia Lemus ; León, Juan Pablo Astudillo ; Mezher, Ahmad Mohamad
Ad Hoc Networks.  137 (2022)  - p. 102995 , 2022
Link: https://doi.org/10.1016/..
 
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4

Predictive Traffic Control and Differentiation on Smart Gri..:

Leon, Juan Pablo Astudillo ; Rico-Novella, Francisco J. ; De La Cruz Llopis, Luis J.
IEEE Access.  8 (2020)  - p. 216805-216821 , 2020
Link: https://doi.org/10.1109/..
 
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5

Strategic deployment of RSUs in urban settings: Optimizing ..:

Astudillo León, Juan Pablo ; Busson, Anthony ; de la Cruz Llopis, Luis J...
Ad Hoc Networks.  163 (2024)  - p. 103585 , 2024
Link: https://doi.org/10.1016/..
 
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6

Are ML Models Scenario-Independent in Enhancing Routing Eff..:

, In: Proceedings of the Int'l ACM Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, & Ubiquitous Networks,
Mezher, Ahmad Mohamad ; Dueñas Santos, Carlos Lester ; Astudillo Leon, Juan Pablo... - p. 83-90 , 2023
Link: https://dl.acm.org/doi/1..
 
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7

A machine learning based Distributed Congestion Control Pro..:

Astudillo León, Juan Pablo ; de la Cruz Llopis, Luis J. ; Rico-Novella, Francisco J.
Computer Networks.  231 (2023)  - p. 109813 , 2023
Link: https://doi.org/10.1016/..
 
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8

Exploring the potential, limitations, and future directions..:

Astudillo León, Juan Pablo ; Duenas Santos, Carlos Lester ; Mezher, Ahmad Mohamad...
Computer Networks.  235 (2023)  - p. 109956 , 2023
Link: https://doi.org/10.1016/..
 
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9

Strategies to Plan the Number and Locations of RSUs for an ..:

, In: Proceedings of the Int'l ACM Conference on Modeling Analysis and Simulation of Wireless and Mobile Systems,
Astudillo León, Juan Pablo ; Busson, Anthony ; de la Cruz Llopis, Luis J... - p. 301-305 , 2023
Link: https://dl.acm.org/doi/1..
 
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10

A Fast and Accurate Approximation of IEEE 802.11 Physical L..:

Reinoso-Chisaguano, Diego Javier ; Flores Cabezas, Xavier Alejandro ; Astudillo León, Juan Pablo...
Electronics.  11 (2022)  23 - p. 3900 , 2022
Link: https://doi.org/10.3390/..
 
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11

How does the Selection of Wireless Technology Impact the Pe..:

, In: Proceedings of the 19th ACM International Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, & Ubiquitous Networks on 19th ACM International Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, & Ubiquitous Networks,
Astudillo León, Juan Pablo ; Dueñas Santos, Carlos Lester ; Mezher, Ahmad Mohamad... - p. 67-74 , 2022
Link: https://dl.acm.org/doi/1..
 
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12

RPL+: An Improved Parent Selection Strategy for RPL in Wire..:

, In: Proceedings of the 19th ACM International Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, & Ubiquitous Networks on 19th ACM International Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, & Ubiquitous Networks,
Duenas Santos, Carlos Lester ; Astudillo León, Juan Pablo ; Mezher, Ahmad Mohamad... - p. 75-82 , 2022
Link: https://dl.acm.org/doi/1..
 
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13

DTMR : A Decision Tree-based Multimetric Routing Protoco..:

, In: Proceedings of the 18th ACM Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, & Ubiquitous Networks,
Lemus Cárdenas, Leticia ; Mezher, Ahmad Mohamad ; Astudillo León, Juan Pablo. - p. 57-64 , 2021
Link: https://dl.acm.org/doi/1..
 
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14

Improving the Realism of the Physical Layer of NS-3 by Cons..:

, In: Proceedings of the 18th ACM Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, & Ubiquitous Networks,
Reinoso-Chisaguano, Diego Javier ; Astudillo León, Juan Pablo ; Paredes Paredes, Martha Cecilia.. - p. 9-16 , 2021
Link: https://dl.acm.org/doi/1..
 
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15

A Multimetric Predictive ANN-Based Routing Protocol for Veh..:

Cardenas, Leticia Lemus ; Mezher, Ahmad Mohamad ; Barbecho Bautista, Pablo Andres..
IEEE Access.  9 (2021)  - p. 86037-86053 , 2021
Link: https://doi.org/10.1109/..
 
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