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ORCIDManuel Eugenio Morocho Cayamcela
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Journal Articles
- 2024
[j14]Leo Ramos
, Edmundo Casas, Cristian Romero, Francklin Rivas Echeverría, Manuel Eugenio Morocho Cayamcela:
A Study of ConvNeXt Architectures for Enhanced Image Captioning. IEEE Access 12: 13711-13728 (2024)- [j13]Argenis Ronaldo Andrade-Zambrano, Juan Pablo Astudillo León, Manuel Eugenio Morocho Cayamcela, Leticia Lemus Cárdenas, Luis J. de la Cruz Llopis:
A Reinforcement Learning Congestion Control Algorithm for Smart Grid Networks. IEEE Access 12: 75072-75092 (2024) - 2023
- [j12]Carlos Julio Macancela Bojorque, Manuel Eugenio Morocho Cayamcela, Oscar Chang:
Deep Reinforcement Learning for Efficient Digital Pap Smear Analysis. Comput. 11(12): 252 (2023) - 2022
- [j11]Roberto Castro, Israel Pineda, Wansu Lim, Manuel Eugenio Morocho Cayamcela:
Deep Learning Approaches Based on Transformer Architectures for Image Captioning Tasks. IEEE Access 10: 33679-33694 (2022) - [j10]Judith Nkechinyere Njoku, Manuel Eugenio Morocho Cayamcela, Angela Caliwag, Pei Xiao, Wansu Lim:
Predicting target data rates for dynamic spectrum allocation using Gaussian process regression. ICT Express 8(2): 207-212 (2022) - [j9]Manuel Eugenio Morocho Cayamcela, Wansu Lim, Martin Maier:
An optimal location strategy for multiple drone base stations in massive MIMO. ICT Express 8(2): 230-234 (2022) - 2021
- [j8]Manuel Eugenio Morocho Cayamcela, Wansu Lim:
Pattern recognition of soldier uniforms with dilated convolutions and a modified encoder-decoder neural network architecture. Appl. Artif. Intell. 35(6): 476-487 (2021) - [j7]Judith Nkechinyere Njoku, Manuel Eugenio Morocho Cayamcela, Wansu Lim:
BLER performance evaluation of an enhanced channel autoencoder. Comput. Commun. 176: 173-181 (2021) - [j6]Judith Nkechinyere Njoku, Manuel Eugenio Morocho Cayamcela, Wansu Lim:
CGDNet: Efficient Hybrid Deep Learning Model for Robust Automatic Modulation Recognition. IEEE Netw. Lett. 3(2): 47-51 (2021) - [j5]Paul D. Rosero-Montalvo, Edison A. Fuentes-Hernández, Manuel Eugenio Morocho Cayamcela, Luz Marina Sierra Martínez, Diego Hernán Peluffo-Ordóñez:
Addressing the Data Acquisition Paradigm in the Early Detection of Pediatric Foot Deformities. Sensors 21(13): 4422 (2021) - 2020
- [j4]Manuel Eugenio Morocho Cayamcela, Haeyoung Lee, Wansu Lim:
Machine Learning to Improve Multi-Hop Searching and Extended Wireless Reachability in V2X. IEEE Commun. Lett. 24(7): 1477-1481 (2020) - [j3]Manuel Eugenio Morocho Cayamcela, Wansu Lim:
Accelerating wireless channel autoencoders for short coherence-time communications. J. Commun. Networks 22(3): 215-222 (2020) - [j2]Manuel Eugenio Morocho Cayamcela, Martin Maier, Wansu Lim:
Breaking Wireless Propagation Environmental Uncertainty With Deep Learning. IEEE Trans. Wirel. Commun. 19(8): 5075-5087 (2020) - 2019
- [j1]Manuel Eugenio Morocho Cayamcela, Haeyoung Lee, Wansu Lim:
Machine Learning for 5G/B5G Mobile and Wireless Communications: Potential, Limitations, and Future Directions. IEEE Access 7: 137184-137206 (2019)
Conference and Workshop Papers
- 2024
- [c9]Franklin Steven De la Cruz Paucar, Carlos Julio Macancela Bojorque, Iván Reyes-Chacón, Paulina Vizcaino-Imacaña, Manuel Eugenio Morocho Cayamcela:
Towards Accurate Cervical Cancer Detection: Leveraging Two-Stage CNNs for Pap Smear Analysis. ICSOFT 2024: 219-227 - [c8]Saul Figueroa, Israel Pineda, Paulina Vizcaíno, Iván Reyes-Chacón, Manuel Eugenio Morocho Cayamcela:
A Webcam Artificial Intelligence-Based Gaze-Tracking Algorithm. ICSOFT 2024: 228-235 - [c7]Darío S. Cabezas, Rigoberto Fonseca-Delgado, Iván Reyes-Chacón, Paulina Vizcaino-Imacaña, Manuel Eugenio Morocho Cayamcela:
Integrating a LLaMa-based Chatbot with Augmented Retrieval Generation as a Complementary Educational Tool for High School and College Students. ICSOFT 2024: 395-402 - [c6]Jonathan Loor, Ariana Jiménez, Juan David Moromenacho Aguirre, Grace Rodríguez, Iván Reyes-Chacón, Paulina Vizcaino-Imacaña, Manuel Eugenio Morocho Cayamcela:
Artificial Intelligence-Based Detection and Prediction of Giant African Snail (Lissachatina Fulica) Infestation in the Galápagos Islands. ICSOFT 2024: 403-410 - 2021
- [c5]Valeria Lucero, Sherald Noboa, Manuel Eugenio Morocho Cayamcela:
Plant Disease Classification and Severity Estimation: A Comparative Study of Multitask Convolutional Neural Networks and First Order Optimizers. SIMBig 2021: 313-328 - 2020
- [c4]Manuel Eugenio Morocho Cayamcela, Judith Nkechinyere Njoku, Jeonghun Park, Wansu Lim:
Learning to Communicate with Autoencoders: Rethinking Wireless Systems with Deep Learning. ICAIIC 2020: 308-311 - 2019
- [c3]Manuel Eugenio Morocho Cayamcela, Wansu Lim:
Fine-tuning a pre-trained Convolutional Neural Network Model to translate American Sign Language in Real-time. ICNC 2019: 100-104 - 2018
- [c2]Manuel Eugenio Morocho Cayamcela, Wansu Lim:
Artificial Intelligence in 5G Technology: A Survey. ICTC 2018: 860-865 - [c1]Manuel Eugenio Morocho Cayamcela, Stephen Ryan Angsanto, Wansu Lim, Angela Caliwag:
An artificially structured step-index metasurface for 10GHz leaky waveguides and antennas. WF-IoT 2018: 568-573
Data and Artifacts
- 2022
- [d1]Manuel Eugenio Morocho Cayamcela:
Transfer Learning CNN American Sign Language. IEEE DataPort, 2022
Coauthor Index
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