Camilo E. Valderrama

According to our database, Camilo E. Valderrama authored at least 20 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Local-Global Feature Fusion for Subject-Independent EEG Emotion Recognition.

Zheng Zhou, Isabella McEvoy, Camilo E. Valderrama

CoRR, January, 2026

Dual-Transformer Cross-Attention Framework for Alzheimer's disease detection via dPTE-Guided EEG channel selection and multi-modal integration.

Shyamal Y. Dharia, Qian Liu, Stephen D. Smith, Camilo E. Valderrama

Biomed. Signal Process. Control., 2026

EEG-based prediction of driving performance using spectrograms and vision transformers.

Johan Castro, Qian Liu, Camilo E. Valderrama

Array, 2026

2025

Bipartite Graph Adversarial Network for Subject-Independent Emotion Recognition.

Marzieh Niaki, Shyamal Y. Dharia, Yangjun Chen, Camilo E. Valderrama

IEEE J. Biomed. Health Informatics, December, 2025

Fractal Dimension of Resting-State EEG as a Biomarker for Autonomous Sensory Meridian Response (ASMR).

Shyamal Y. Dharia, Camilo E. Valderrama, Qian Liu, Beverley Katherine Fredborg, Amy S. Desroches, Stephen D. Smith

IEEE J. Biomed. Health Informatics, December, 2025

Hybrid vision transformer framework for efficient and explainable SEM image-based nanomaterial classification.

Manpreet Kaur, Camilo E. Valderrama, Qian Liu

Mach. Learn. Sci. Technol., 2025

Impact of sex differences on subject-independent EEG-based emotion recognition models.

Anshul Sheoran, Camilo E. Valderrama

Comput. Biol. Medicine, 2025

Predicting Focused and Mind-Wandering States from EEG Signals Recorded During Driving.

Johan Castro, Camilo E. Valderrama

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2025

2024

Exploring parental factors influencing low birth weight on the 2022 CDC natality dataset.

Sumaiya Sultana Dola, Camilo E. Valderrama

BMC Medical Informatics Decis. Mak., December, 2024

MPSleepNet: Matrix Profile-Guided Transformer for Multi-Channel Sleep Classification.

Huanjing Liu, Camilo E. Valderrama, Xingying Zhang, Qian Liu

Proceedings of the 2024 7th International Conference on Signal Processing and Machine Learning, 2024

Using Attentive Network Layers for Identifying Relevant EEG channels for Subject-Independent Emotion Recognition Approaches.

Camilo E. Valderrama

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Dataset-Independent EEG Channel Selection for Emotion Recognition.

Shyamal Y. Dharia, Sergio G. Camorlinga, Camilo E. Valderrama, Mahdis Hojjati

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Exploring the Effect of Age and Sex on Subject-Independent EEG-Based Emotion Recognition Methods.

Camilo E. Valderrama, Anshul Sheoran, Qian Liu

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2024

2023

Evaluating the Benefits of Asymmetry Features for Emotion Recognition.

Camilo E. Valderrama, Fatima Islam Mouri, Sergio G. Camorlinga

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2023

iLEACH: An Improved LEACH Algorithm Using Residual Energy and MDC.

Arun K. Mani, Yaser Al Mtawa, Camilo E. Valderrama

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2023

Multimodal Deep Learning Model for Subject-Independent EEG-based Emotion Recognition.

Shyamal Y. Dharia, Camilo E. Valderrama, Sergio G. Camorlinga

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2023

2021

CNN-Based LCD Transcription of Blood Pressure From a Mobile Phone Camera.

Samruddhi S. Kulkarni, Nasim Katebi, Camilo E. Valderrama, Peter Rohloff, Gari D. Clifford

Frontiers Artif. Intell., 2021

A comparison between the Hilbert-Huang and Discrete Wavelet Transforms to recognize emotions from electroencephalographic signals.

Camilo E. Valderrama

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

A Proxy for Detecting IUGR Based on Gestational Age Estimation in a Guatemalan Rural Population.

Camilo E. Valderrama, Faezeh Marzbanrad, Rachel Hall-Clifford, Peter Rohloff, Gari D. Clifford

Frontiers Artif. Intell., 2020

2018

Improving the Quality of Point of Care Diagnostics with Real-Time Machine Learning in Low Literacy LMIC Settings.

Camilo E. Valderrama, Faezeh Marzbanrad, Lisa Stroux, Boris Martinez, Rachel Hall-Clifford, Chengyu Liu, Nasim Katebi, Peter Rohloff, Gari D. Clifford

Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies, 2018