Damian Valles

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 31

Top Topics

Convolutional Neural Networks

Autism Spectrum Disorder

Top Venues

Publications

Saddam Hossain, Damian Valles
Traffic Safety through Machine Learning: A Study of Crash Severity Factors. AIIoT (2024)
Faria Farzana, Damian Valles
Enhancing Pedestrian Safety: Predicting Movements with Deep Learning Models. AIIoT (2024)
Gavin E. Jackson, Damian Valles
Dataset Enlargement with Generative Adversarial Neural Networks. AIIoT (2024)
Evan R. Smith, Rachel M. Koldenhoven, John W. Farrell, Semih Aslan, Maria D. Resendiz, Yumeng Li, Ting Liu, Damian Valles
Development of an Augmented Reality Handwashing Tool for Children with Autism Spectrum Disorder. CCWC (2024)
Evan R. Smith, Antonio T. Grahm, Joni E. McCawley, Damian Valles
Ultrasonic Frequency Anomaly Localization with Machine and Deep Learning. AIIoT (2024)
Nikhil M. Pawar, Shubham Gujar, Hemant B. Dhonde, Damian Valles
Early Prediction of Characteristic Compressive Strength of Concrete Based on Mix Proportions Using Modified Dimensional Analysis. CCWC (2024)
Saad A. Rafiq, Erich S. Ellsworth, Oscar Resendiz, Susmitha H. Varanasi, Adenrele A. Ishola, Rachel M. Koldenhoven, John W. Farrell, Yumeng Li, Maria D. Resendiz, Semih Aslan, Ting Liu, Damian Valles
Design of Autonomous Rover for Firefighter Rescue: Integrating Deep Learning with ROS2. AIIoT (2024)
Damian Valles, Lois Adrianne R. Umali, Thomas Paveglio, Josiah N. Brinson, Mohammed Hyder, Gavin E. Jackson, Dylan Hall, John W. Farrell, Yumeng Li, Semih Aslan, Maria D. Resendiz, Ting Liu
Data Collection and Real-Time Facial Emotion Recognition in iOS Apps with CNN-Based Models. AIIoT (2023)
Mohammad Nooruddin, Damian Valles
An Advanced IoT Framework for Long Range Connectivity and Secure Data Transmission Leveraging LoRa and ASCON Encryption. AIIoT (2023)
Sabhasachi Saha, Damian Valles
Forecast Analysis of Visibility for Airport Operations with Deep Learning Techniques. CCWC (2023)
Adenrele A. Ishola, Damian Valles
Enhancing Safety and Efficiency in Firefighting Operations via Deep Learning and Temperature Forecasting Modeling in Autonomous Unit. Sensors 23 (10) (2023)
Dupri Grimes, Damian Valles
Performance Analysis of TensorFlow2 Object Detection API Models for Engineering Site Surveillance Applications. CCWC (2023)
Daniel Alonso, Eduardo Alonso, Damian Valles
Classification Challenges and Analysis of Traffic Patterns for Highly Congested Areas in Central Texas. CCWC (2023)
Adenrele A. Ishola, Damian Valles
Using Machine Learning and Regression Analysis to Classify and Predict Danger Levels in Burning Sites. AIIoT (2022)
Abhimanyu Sharotry, Jesús A. Jiménez, Francis A. Méndez Mediavilla, David C. Wierschem, Rachel M. Koldenhoven, Damian Valles
Manufacturing Operator Ergonomics: A Conceptual Digital Twin Approach to Detect Biomechanical Fatigue. IEEE Access 10 (2022)
Mohamad Yusoff Alias, Alan J. Weissberger, Damian Valles, Amit Patel, Umair Ahmed Korai, Lutfa Akter, Md. Saiful Islam, Mohammed Imamul Hassan Bhuiyan, Satya Prasad Majumder
Global Communications Newsletter. IEEE Commun. Mag. 60 (11) (2022)
Sree Nirmillo Biswash Tushar, Soma Sarker, William Stapleton, Damian Valles
Peanut maturity classification by features extracted from selected hyperspectral components. GHTC (2022)
Md Syadus Sefat, Md Shahjahan, Mahbubur Rahman, Damian Valles
Ensemble Training with Classifiers Selection Mechanism. UEMCON (2021)
Damian Valles, Rezwan Matin
An Audio Processing Approach using Ensemble Learning for Speech-Emotion Recognition for Children with ASD. AIIoT (2021)
Uma K. Kesava Pillai, Damian Valles
An Initial Deep CNN Design Approach for Identification of Vehicle Color and Type for Amber and Silver Alerts. CCWC (2021)
Farah B. Jaradat, Damian Valles
A Victims Detection Approach for Burning Building Sites Using Convolutional Neural Networks. CCWC (2020)
Sazida B. Islam, Damian Valles
Identification of Wild Species in Texas from Camera-trap Images using Deep Neural Network for Conservation Monitoring. CCWC (2020)
Shafinaz Islam, Damian Valles, Michael R. J. Forstner
Performance Analysis and Evaluation of LSTM and GRU Architectures for Houston toad and Crawfish frog Call Detection. UEMCON (2020)
Purvesh Sharma, Damian Valles
Deep Convolutional Neural Network Design Approach for 3D Object Detection for Robotic Grasping. CCWC (2020)
Abhimanyu Sharotry, Jesús A. Jiménez, David C. Wierschem, Francis A. Méndez Mediavilla, Rachel M. Koldenhoven, Damian Valles, George Koutitas, Semih Aslan
A Digital Twin Framework for Real-Time Analysis and Feedback of Repetitive Work in the Manual Material Handling Industry. WSC (2020)
Geovanni Hernandez, Damian Valles, David C. Wierschem, Rachel M. Koldenhoven, George Koutitas, Francis A. Méndez Mediavilla, Semih Aslan, Jesús A. Jiménez
Machine Learning Techniques for Motion Analysis of Fatigue from Manual Material Handling Operations Using 3D Motion Capture Data. CCWC (2020)
Purvesh Sharma, Damian Valles
Backbone Neural Network Design of Single Shot Detector from RGB-D Images for Object Detection. UEMCON (2020)
David Johnson, Damian Valles
A Non-Linear GPU Performance Modeling Approach and Consolidated Linear Hardware Model Performance Evaluation of the LEAP Cluster. CCWC (2020)
Shafinaz Islam, Damian Valles
Houston Toad and Other Chorusing Amphibian Species Call Detection Using Deep Learning Architectures. CCWC (2020)
Md Inzamam Ul Haque, Damian Valles
Facial Expression Recognition Using DCNN and Development of an iOS App for Children with ASD to Enhance Communication Abilities. UEMCON (2019)
Riana J. Freedman, Damian Valles
A communication benchmark tailored to intel broadwell nodes and tuned to the DEAC cluster. CCWC (2018)
Damian Valles, David Williams, Patricia Nava
Performance and Timing Measurements in a Multi-core Beowulf Cluster Compute-Node. PDPTA (2009)