Manuel Eugenio Morocho Cayamcela

Orcid: 0000-0002-4705-7923

According to our database1, Manuel Eugenio Morocho Cayamcela authored at least 24 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
A Study of ConvNeXt Architectures for Enhanced Image Captioning.
IEEE Access, 2024

A Reinforcement Learning Congestion Control Algorithm for Smart Grid Networks.
IEEE Access, 2024

Towards Accurate Cervical Cancer Detection: Leveraging Two-Stage CNNs for Pap Smear Analysis.
Proceedings of the 19th International Conference on Software Technologies, 2024

Artificial Intelligence-Based Detection and Prediction of Giant African Snail (Lissachatina Fulica) Infestation in the Galápagos Islands.
Proceedings of the 19th International Conference on Software Technologies, 2024

A Webcam Artificial Intelligence-Based Gaze-Tracking Algorithm.
Proceedings of the 19th International Conference on Software Technologies, 2024

Integrating a LLaMa-based Chatbot with Augmented Retrieval Generation as a Complementary Educational Tool for High School and College Students.
Proceedings of the 19th International Conference on Software Technologies, 2024

2023
Deep Reinforcement Learning for Efficient Digital Pap Smear Analysis.
Comput., December, 2023

2022
Transfer Learning CNN American Sign Language.
Dataset, May, 2022

Predicting target data rates for dynamic spectrum allocation using Gaussian process regression.
ICT Express, 2022

An optimal location strategy for multiple drone base stations in massive MIMO.
ICT Express, 2022

Deep Learning Approaches Based on Transformer Architectures for Image Captioning Tasks.
IEEE Access, 2022

2021
Addressing the Data Acquisition Paradigm in the Early Detection of Pediatric Foot Deformities.
Sensors, 2021

CGDNet: Efficient Hybrid Deep Learning Model for Robust Automatic Modulation Recognition.
IEEE Netw. Lett., 2021

BLER performance evaluation of an enhanced channel autoencoder.
Comput. Commun., 2021

Pattern recognition of soldier uniforms with dilated convolutions and a modified encoder-decoder neural network architecture.
Appl. Artif. Intell., 2021

Plant Disease Classification and Severity Estimation: A Comparative Study of Multitask Convolutional Neural Networks and First Order Optimizers.
Proceedings of the Information Management and Big Data, 2021

2020
Breaking Wireless Propagation Environmental Uncertainty With Deep Learning.
IEEE Trans. Wirel. Commun., 2020

Accelerating wireless channel autoencoders for short coherence-time communications.
J. Commun. Networks, 2020

Machine Learning to Improve Multi-Hop Searching and Extended Wireless Reachability in V2X.
IEEE Commun. Lett., 2020

Learning to Communicate with Autoencoders: Rethinking Wireless Systems with Deep Learning.
Proceedings of the 2020 International Conference on Artificial Intelligence in Information and Communication, 2020

2019
Machine Learning for 5G/B5G Mobile and Wireless Communications: Potential, Limitations, and Future Directions.
IEEE Access, 2019

Fine-tuning a pre-trained Convolutional Neural Network Model to translate American Sign Language in Real-time.
Proceedings of the International Conference on Computing, Networking and Communications, 2019

2018
An artificially structured step-index metasurface for 10GHz leaky waveguides and antennas.
Proceedings of the 4th IEEE World Forum on Internet of Things, 2018

Artificial Intelligence in 5G Technology: A Survey.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2018


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