Manuel Eugenio Morocho Cayamcela

28 papers A 1C 4Misc 1Journal 18Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Continual learning, deep reinforcement learning, and microcircuits: a novel method for clever game playing.
Multim. Tools Appl.
Oscar Chang, Leo Thomas Ramos, Manuel Eugenio Morocho Cayamcela, Rolando Armas, Luis Zhinin-Vera
2025 J jnl
Correlation Between Depression-Associated Genes and Cancer Types: Predicting Cancer Based on Mutation Frequencies.
IEEE Access
Fernando Patricio Carranco-Avila, Clayanela Zambrano-Caicedo, Jonathan Javier Loor-Duque, Ariana Deyaneira Jiménez-Narváez, Iván Galo Reyes-Chacón, Paulina Vizcaíno, Isidro Rafael Amaro Martín, Manuel Eugenio Morocho Cayamcela
2025 J jnl
Legal AI for All: Reducing Perplexity and Boosting Accuracy in Normative Texts With Fine-Tuned LLMs and RAG.
IEEE Access
Patricio Santiago García-Montero, Paulina Vizcaíno, Iván Galo Reyes-Chacón, Manuel Eugenio Morocho Cayamcela
2025 A conf
Performance Evaluation of DQN-Based Reinforcement Learning Congestion Control in Mobile Multi-Hop Wireless Networks.
MSWiM
Argenis Ronaldo Andrade-Zambrano, Leticia Lemus Cárdenas, Juan Pablo Astudillo León, Manuel Eugenio Morocho Cayamcela, Luis J. de la Cruz Llopis
2025 J jnl
Predictive Modeling for Fetal Health: A Comparative Study of PCA, LDA, and KPCA for Dimensionality Reduction.
IEEE Access
Ariana Deyaneira Jiménez-Narváez, Victor David Casa Vaca, Jonathan Javier Loor-Duque, Isidro Rafael Amaro Martín, Iván Galo Reyes-Chacón, Paulina Vizcaíno, Manuel Eugenio Morocho Cayamcela
2024 J jnl
A Reinforcement Learning Congestion Control Algorithm for Smart Grid Networks.
IEEE Access
Argenis Ronaldo Andrade-Zambrano, Juan Pablo Astudillo León, Manuel Eugenio Morocho Cayamcela, Leticia Lemus Cárdenas, Luis J. de la Cruz Llopis
2024 J jnl
A Study of ConvNeXt Architectures for Enhanced Image Captioning.
IEEE Access
Leo Thomas Ramos, Edmundo Casas, Cristian Romero, Francklin Rivas Echeverría, Manuel Eugenio Morocho Cayamcela
2024 C conf
A Webcam Artificial Intelligence-Based Gaze-Tracking Algorithm.
ICSOFT
Saul Figueroa, Israel Pineda, Paulina Vizcaíno, Iván Galo Reyes-Chacón, Manuel Eugenio Morocho Cayamcela
2024 C conf
Artificial Intelligence-Based Detection and Prediction of Giant African Snail (Lissachatina Fulica) Infestation in the Galápagos Islands.
ICSOFT
Jonathan Loor, Ariana Jiménez, Juan David Moromenacho Aguirre, Grace Rodríguez, Iván Galo Reyes-Chacón, Paulina Vizcaino-Imacaña, Manuel Eugenio Morocho Cayamcela
2024 C conf
Integrating a LLaMa-based Chatbot with Augmented Retrieval Generation as a Complementary Educational Tool for High School and College Students.
ICSOFT
Darío S. Cabezas, Rigoberto Fonseca-Delgado, Iván Galo Reyes-Chacón, Paulina Vizcaino-Imacaña, Manuel Eugenio Morocho Cayamcela
2024 C conf
Towards Accurate Cervical Cancer Detection: Leveraging Two-Stage CNNs for Pap Smear Analysis.
ICSOFT
Franklin Steven De la Cruz Paucar, Carlos Julio Macancela Bojorque, Iván Galo Reyes-Chacón, Paulina Vizcaino-Imacaña, Manuel Eugenio Morocho Cayamcela
2023 J jnl
Deep Reinforcement Learning for Efficient Digital Pap Smear Analysis.
Comput.
Carlos Julio Macancela Bojorque, Manuel Eugenio Morocho Cayamcela, Oscar Chang
2022 J jnl
An optimal location strategy for multiple drone base stations in massive MIMO.
ICT Express
Manuel Eugenio Morocho Cayamcela, Wansu Lim, Martin Maier
2022 J jnl
Deep Learning Approaches Based on Transformer Architectures for Image Captioning Tasks.
IEEE Access
Roberto Castro, Israel Pineda, Wansu Lim, Manuel Eugenio Morocho Cayamcela
2022 J jnl
Predicting target data rates for dynamic spectrum allocation using Gaussian process regression.
ICT Express
Judith Nkechinyere Njoku, Manuel Eugenio Morocho Cayamcela, Angela Caliwag, Pei Xiao, Wansu Lim
2021 J jnl
Addressing the Data Acquisition Paradigm in the Early Detection of Pediatric Foot Deformities.
Sensors
Paul D. Rosero-Montalvo, Edison A. Fuentes-Hernández, Manuel Eugenio Morocho Cayamcela, Luz Marina Sierra Martínez, Diego Hernán Peluffo-Ordóñez
2021 J jnl
BLER performance evaluation of an enhanced channel autoencoder.
Comput. Commun.
Judith Nkechinyere Njoku, Manuel Eugenio Morocho Cayamcela, Wansu Lim
2021 J jnl
CGDNet: Efficient Hybrid Deep Learning Model for Robust Automatic Modulation Recognition.
IEEE Netw. Lett.
Judith Nkechinyere Njoku, Manuel Eugenio Morocho Cayamcela, Wansu Lim
2021 J jnl
Pattern recognition of soldier uniforms with dilated convolutions and a modified encoder-decoder neural network architecture.
Appl. Artif. Intell.
Manuel Eugenio Morocho Cayamcela, Wansu Lim
2021 — conf
Plant Disease Classification and Severity Estimation: A Comparative Study of Multitask Convolutional Neural Networks and First Order Optimizers.
SIMBig
Valeria Lucero, Sherald Noboa, Manuel Eugenio Morocho Cayamcela
2020 J jnl
Accelerating wireless channel autoencoders for short coherence-time communications.
J. Commun. Networks
Manuel Eugenio Morocho Cayamcela, Wansu Lim
2020 J jnl
Breaking Wireless Propagation Environmental Uncertainty With Deep Learning.
IEEE Trans. Wirel. Commun.
Manuel Eugenio Morocho Cayamcela, Martin Maier, Wansu Lim
2020 — conf
Learning to Communicate with Autoencoders: Rethinking Wireless Systems with Deep Learning.
ICAIIC
Manuel Eugenio Morocho Cayamcela, Judith Nkechinyere Njoku, Jeonghun Park, Wansu Lim
2020 J jnl
Machine Learning to Improve Multi-Hop Searching and Extended Wireless Reachability in V2X.
IEEE Commun. Lett.
Manuel Eugenio Morocho Cayamcela, Haeyoung Lee, Wansu Lim
2019 Misc conf
Fine-tuning a pre-trained Convolutional Neural Network Model to translate American Sign Language in Real-time.
ICNC
Manuel Eugenio Morocho Cayamcela, Wansu Lim
2019 J jnl
Machine Learning for 5G/B5G Mobile and Wireless Communications: Potential, Limitations, and Future Directions.
IEEE Access
Manuel Eugenio Morocho Cayamcela, Haeyoung Lee, Wansu Lim
2018 — conf
An artificially structured step-index metasurface for 10GHz leaky waveguides and antennas.
WF-IoT
Manuel Eugenio Morocho Cayamcela, Stephen Ryan Angsanto, Wansu Lim, Angela Caliwag
2018 — conf
Artificial Intelligence in 5G Technology: A Survey.
ICTC
Manuel Eugenio Morocho Cayamcela, Wansu Lim