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ORCIDDamian Valles
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2020 – today
- 2024
[c35]Faria Farzana, Damian Valles:
Enhancing Pedestrian Safety: Predicting Movements with Deep Learning Models. AIIoT 2024: 8-15- [c34]Saddam Hossain
, Damian Valles:
Traffic Safety through Machine Learning: A Study of Crash Severity Factors. AIIoT 2024: 16-23 - [c33]Evan R. Smith, Antonio T. Grahm, Joni E. McCawley, Damian Valles:
Ultrasonic Frequency Anomaly Localization with Machine and Deep Learning. AIIoT 2024: 29-37 - [c32]Gavin E. Jackson, Damian Valles:
Dataset Enlargement with Generative Adversarial Neural Networks. AIIoT 2024: 45-51 - [c31]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: 421-428 - [c30]Jessica B. Li, John W. Farrell, Damian Valles:
Data Augmentation for Classifying Multiple Sclerosis Severity through Inertial Measurement Unit-Based Gait Analysis. BIBM 2024: 6443-6450 - [c29]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: 43-52 - [c28]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: 249-256 - [c27]Hiroshi Nonaka, Damian Valles:
Fully Auto-Regressive Multi-modal Large Language Model for Contextual Emotion Recognition. UEMCON 2024: 291-299 - [c26]Ayesha A. Malik, Abrar M. Zaki, Ngoc Chung Tran, Irene X. Liang, Ting Liu, Damian Valles:
Virtual Reality on Assessing the Motor Skills of Individuals with Autism Spectrum Disorder. UEMCON 2024: 548-555 - [c25]Shafiqul Alam Khan, Damian Valles:
Deepfake Detection Using Transfer Learning. UEMCON 2024: 556-562 - [c24]Maya Nachega, Sugru A. Yahaya, Ila Wallace, Ting Liu, Damian Valles, Rachel M. Koldenhoven, Yumen Li:
Enhancing Early Diagnosis of Autism With Machine Learning Algorithms Using Postural Control Features. UEMCON 2024: 593-598 - 2023
- [j3]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): 4628 (2023) - [c23]Mohammad Nooruddin, Damian Valles:
An Advanced IoT Framework for Long Range Connectivity and Secure Data Transmission Leveraging LoRa and ASCON Encryption. AIIoT 2023: 583-589 - [c22]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: 669-677 - [c21]Daniel Alonso, Eduardo Alonso, Damian Valles:
Classification Challenges and Analysis of Traffic Patterns for Highly Congested Areas in Central Texas. CCWC 2023: 382-388 - [c20]Dupri Grimes, Damian Valles:
Performance Analysis of TensorFlow2 Object Detection API Models for Engineering Site Surveillance Applications. CCWC 2023: 547-552 - [c19]Sabhasachi Saha, Damian Valles:
Forecast Analysis of Visibility for Airport Operations with Deep Learning Techniques. CCWC 2023: 553-558 - [c18]Constance J. Woodman, Ashley Ridlon, Christopher J. Evelyn, Alexis Martinez, Damian Valles:
Integrating machine learning and infrared smart cameras into critically endangered bird production. UEMCON 2023: 523-527 - 2022
- [j2]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: 12774-12791 (2022) - [j1]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): 15-19 (2022) - [c17]Adenrele A. Ishola, Damian Valles:
Using Machine Learning and Regression Analysis to Classify and Predict Danger Levels in Burning Sites. AIIoT 2022: 453-459 - [c16]Sree Nirmillo Biswash Tushar, Soma Sarker, William Stapleton, Damian Valles:
Peanut maturity classification by features extracted from selected hyperspectral components. GHTC 2022: 176-183 - 2021
- [c15]Damian Valles, Rezwan Matin:
An Audio Processing Approach using Ensemble Learning for Speech-Emotion Recognition for Children with ASD. AIIoT 2021: 55-61 - [c14]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: 903-908 - [c13]Md Syadus Sefat, Md Shahjahan, Mahbubur Rahman, Damian Valles:
Ensemble Training with Classifiers Selection Mechanism. UEMCON 2021: 131-136 - 2020
- [c12]Farah B. Jaradat, Damian Valles:
A Victims Detection Approach for Burning Building Sites Using Convolutional Neural Networks. CCWC 2020: 280-286 - [c11]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: 300-305 - [c10]Purvesh Sharma, Damian Valles:
Deep Convolutional Neural Network Design Approach for 3D Object Detection for Robotic Grasping. CCWC 2020: 311-316 - [c9]Shafinaz Islam, Damian Valles:
Houston Toad and Other Chorusing Amphibian Species Call Detection Using Deep Learning Architectures. CCWC 2020: 511-516 - [c8]David Johnson, Damian Valles:
A Non-Linear GPU Performance Modeling Approach and Consolidated Linear Hardware Model Performance Evaluation of the LEAP Cluster. CCWC 2020: 517-523 - [c7]Sazida B. Islam, Damian Valles:
Identification of Wild Species in Texas from Camera-trap Images using Deep Neural Network for Conservation Monitoring. CCWC 2020: 537-542 - [c6]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: 106-111 - [c5]Purvesh Sharma, Damian Valles:
Backbone Neural Network Design of Single Shot Detector from RGB-D Images for Object Detection. UEMCON 2020: 112-117 - [c4]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: 2637-2648
2010 – 2019
- 2019
- [c3]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: 476-482 - 2018
- [c2]Riana J. Freedman, Damian Valles:
A communication benchmark tailored to intel broadwell nodes and tuned to the DEAC cluster. CCWC 2018: 502-508
2000 – 2009
- 2009
- [c1]Damian Valles, David Williams, Patricia Nava:
Performance and Timing Measurements in a Multi-core Beowulf Cluster Compute-Node. PDPTA 2009: 131-135
Coauthor Index
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