Maria Valero

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 65

Top Topics

Health Monitoring

Spatial Autocorrelation

Machine Learning

Top Venues

Publications

Tahsin Kazi, John Oakley, Anh Duong, El Arbi Belfasi, Katherine H. Ingram, Maria Valero
Advancements in Non-invasive AI-Powered Glucose Monitoring: Leveraging Multispectral Imaging Across Diverse Wavelengths. AIME (1) (2024)
Afnan Ahmed Crystal, Maria Valero, Valentina Nino, Katherine H. Ingram
Empowering Diabetics: Advancements in Smartphone-Based Food Classification, Volume Measurement, and Nutritional Estimation. Sensors 24 (13) (2024)
Liang Zhao, Maria Valero, Seyedamin Pouriyeh, Fangyu Li, Lulu Guo, Zhu Han
A Decentralized Communication-Efficient Federated Analytics Framework for Connected Vehicles. IEEE Trans. Veh. Technol. 73 (7) (2024)
Malik Naik Mohammed, Xinyue Zhang, Maria Valero, Ying Xie
Poster: AsyncFedKD: Asynchronous Federated Learning with Knowledge Distillation. CHASE (2023)
Maria Valero, Paola Spoletini
RE Practices When Developing IoT for Healthcare: The Case of GlucoCheck. REW (2023)
Lisero Mugula, Victoire Metuge, Maria Valero, Valentina Nino
The Persisting Issue of Emergency Department (ED) Overcrowding: Enhancing the Application of Emergency Severity Index (ESI) through Data Analytics. SIGITE (2023)
Paramita Basak Upama, Maria Valero, Hossain Shahriar, Mohammad Syam, Sheikh Iqbal Ahamed
Mental Health Analysis During Pandemic: A Survey of Detection and Treatment. COMPSAC (2023)
Oliver Schiffmann, Ben Hicks, Aydin Nassehi, James Gopsill, Maria Valero
A Cost-Benefit Analysis Simulation for the Digitalisation of Cold Supply Chains. Sensors 23 (8) (2023)
Lin He, Masud Rabbani, Maria Valero, Sheikh Iqbal Ahamed
Competitive State Anxiety Inventory Assessment Using Remote Photoplethysmography and Deep Learning. SSE (2023)
Liang Zhao, Maria Valero, Seyedamin Pouriyeh, Lei Li, Quan Z. Sheng
Communication-Efficient Semihierarchical Federated Analytics in IoT Networks. IEEE Internet Things J. 9 (14) (2022)
Victoire Metuge, Maria Valero, Liang Zhao, Valentina Nino, David Claudio
Preliminary Data Collection for Collaborative Emergency Department Crowd Management using Wearable Devices. ICDH (2022)
Mohammad Masum, Hossain Shahriar, Nazmus Sakib, Maria Valero, Kai Qian, Dan Lo, Fan Wu, Mohammed Karim, Parth Bhavsar, Jidong Yang
Scalable Machine Learning Using PySpark. COMPSAC (2022)
Md Jobair Hossain Faruk, Shashank Trivedi, Mohammad Masum, Maria Valero, Hossain Shahriar, Sheikh Iqbal Ahamed
A Novel IoT-based Framework for Non-Invasive Human Hygiene Monitoring using Machine Learning Techniques. ICHI (2022)
Md Jobair Hossain Faruk, Bilash Saha, Mazharul Islam, Fazlul Alam, Hossain Shahriar, Maria Valero, Akond Rahman, Fan Wu, Md. Zakirul Alam Bhuiyan
Development of Blockchain-based e-Voting System: Requirements, Design and Security Perspective. TrustCom (2022)
Md Jobair Hossain Faruk, Shashank Trivedi, Mohammad Masum, Maria Valero, Hossain Shahriar, Sheikh Iqbal Ahamed
A Novel IoT-based Framework for Non-Invasive Human Hygiene Monitoring using Machine Learning Techniques. CoRR (2022)
Tahsin Kazi, Kiran Ponakaladinne, Maria Valero, Liang Zhao, Hossain Shahriar, Katherine H. Ingram
Comparative Study of Machine Learning Methods on Spectroscopy Images for Blood Glucose Estimation. PervasiveHealth (2022)
Mohammad Masum, Mohammad Nazim, Md Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Md Abdullah Hafiz Khan, Gias Uddin, Shabir Barzanjeh, Erhan Saglamyurek, Akond Rahman, Sheikh Iqbal Ahamed
Quantum Machine Learning for Software Supply Chain Attacks: How Far Can We Go? CoRR (2022)
Md Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Farhat Lamia Barsha, Shahriar Sobhan, Md Abdullah Khan, Michael E. Whitman, Alfredo Cuzzocrea, Dan Chia-Tien Lo, Akond Rahman, Fan Wu
Malware Detection and Prevention using Artificial Intelligence Techniques. CoRR (2022)
Jiyoun Randolph, Md Jobair Hossain Faruk, Bilash Saha, Hossain Shahriar, Maria Valero, Liang Zhao, Nazmus Sakib
Blockchain-based Medical Image Sharing and Automated Critical-results Notification: A Novel Framework. COMPSAC (2022)
Oana Tudorache, John Brandon Kenemer, Janna Pruiett, Maria Valero, Margot Lisa Hedenstrom, Hossain Shahriar, Sweta Sneha
Implementing Virtual Nursing in Health Care: An evaluation of effectiveness and sustainability. ICDH (2022)
Md Jobair Hossain Faruk, Masrura Tasnim, Hossain Shahriar, Maria Valero, Akond Rahman, Fan Wu
Investigating Novel Approaches to Defend Software Supply Chain Attacks. ISSRE Workshops (2022)
Md Jobair Hossain Faruk, Maria Valero, Hossain Shahriar
An Investigation on Non-Invasive Brain-Computer Interfaces: Emotiv Epoc+ Neuroheadset and Its Effectiveness. CoRR (2022)
Md Jobair Hossain Faruk, Santhiya Subramanian, Hossain Shahriar, Maria Valero, Xia Li, Masrura Tasnim
Software Engineering Process and Methodology in Blockchain-Oriented Software Development: A Systematic Study. SERA (2022)
Mohammad Masum, Nafisa Anjum, Md Jobair Hossain Faruk, Hossain Shahriar, Nazmus Sakib, Maria Valero, Mohammed Karim, Akond Rahman, Fan Wu, Alfredo Cuzzocrea
A Novel Machine Learning Based Framework for Bridge Condition Analysis. Big Data (2022)
Jiyoun Randolph, Md Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Liang Zhao, Nazmus Sakib, Bilash Saha
Blockchain-based Medical Image Sharing and Automated Critical-results Notification: A Novel Framework. CoRR (2022)
Maria Valero, Fangyu Li, Liang Zhao, Chi Zhang, Jose Garrido, Zhu Han
Reprint of: Vibration sensing-based human and infrastructure safety/health monitoring: A survey. Digit. Signal Process. 125 (2022)
Md Jobair Hossain Faruk, Santhiya Subramanian, Hossain Shahriar, Maria Valero, Xia Li, Masrura Tasnim
Software Engineering Process and Methodology in Blockchain-Oriented Software Development: A Systematic Study. CoRR (2022)
Soin Abdoul Kassif Traore, Maria Valero, Hossain Shahriar, Liang Zhao, Sheikh Iqbal Ahamed, Ahyoung Lee
Enabling Cyberanalytics using IoT Clusters and Containers. COMPSAC (2022)
Mohammad Masum, Hossain Shahriar, Hisham Haddad, Md Jobair Hossain Faruk, Maria Valero, Md Abdullah Khan, Mohammad Ashiqur Rahman, Muhaiminul I. Adnan, Alfredo Cuzzocrea
Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection. CoRR (2022)
Mohammad Masum, Mohammad Nazim, Md Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Md Abdullah Hafiz Khan, Gias Uddin, Shabir Barzanjeh, Erhan Saglamyurek, Akond Rahman, Sheikh Iqbal Ahamed
Quantum Machine Learning for Software Supply Chain Attacks: How Far Can We Go? COMPSAC (2022)
Md Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Sweta Sneha, Sheikh Iqbal Ahamed, Mohammad Ashiqur Rahman
Towards Blockchain-Based Secure Data Management for Remote Patient Monitoring. CoRR (2022)
Liang Zhao, Fangyu Li, Maria Valero
Hybrid Decentralized Data Analytics in Edge-Computing-Empowered IoT Networks. IEEE Internet Things J. 8 (9) (2021)
Md Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Farhat Lamia Barsha, Shahriar Sobhan, Md Abdullah Khan, Michael Whitman, Alfredo Cuzzocrea, Dan C. Lo, Akond Rahman, Fan Wu
Malware Detection and Prevention using Artificial Intelligence Techniques. IEEE BigData (2021)
Maria Valero, Lei Li, Hossain Shahriar, Shahriar Sobhan, Michael Steven Handlin, Jinghua Zhang
Emotional Analysis of Learning Cybersecurity with Games. ISI (2021)
Shashank Trivedi, Maria Valero, Hossain Shahriar, Liang Zhao
Non-Invasive Monitoring of Human Hygiene using Vibration Sensor and Classifiers. ICDH (2021)
Md Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Sweta Sneha, Sheikh Iqbal Ahamed, Mohammad Rahman
Towards Blockchain-Based Secure Data Management for Remote Patient Monitoring. ICDH (2021)
Md Jobair Hossain Faruk, Maria Valero, Hossain Shahriar
An Investigation on Non-Invasive Brain-Computer Interfaces: Emotiv Epoc+ Neuroheadset and Its Effectiveness. COMPSAC (2021)
A. B. M. Kamrul Riad, Hossain Shahriar, Maria Valero, Mokter Hossain
Cybersecurity Risks and Mitigation Techniques During COVID-19. COMPSAC (2021)
Md. Saiful Islam, Shahriar Sobhan, Maria Valero, Hossain Shahriar, Liang Zhao, Sheikh Iqbal Ahamed
Framework for Collecting Data from specialized IoT devices - An application to enhance Healthcare Systems. ICDH (2021)
Shahriar Sobhan, Md. Saiful Islam, Maria Valero, Hossain Shahriar, Sheikh Iqbal Ahamed
Data Analysis Methods for Health Monitoring Sensors: A survey. COMPSAC (2021)
Maria Valero, Fangyu Li, Liang Zhao, Chi Zhang, Jose Garrido, Zhu Han
Vibration sensing-based human and infrastructure safety/health monitoring: A survey. Digit. Signal Process. 114 (2021)
Maria Valero, José Clemente, Fangyu Li, WenZhan Song
Health and sleep nursing assistant for real-time, contactless, and non-invasive monitoring. Pervasive Mob. Comput. 75 (2021)
Mohammad Masum, Hossain Shahriar, Hisham Haddad, Md Jobair Hossain Faruk, Maria Valero, Md Abdullah Khan, Mohammad Ashiqur Rahman, Muhaiminul I. Adnan, Alfredo Cuzzocrea, Fan Wu
Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection. IEEE BigData (2021)
Osama Shahid, Mohammad Nasajpour, Seyedamin Pouriyeh, Reza M. Parizi, Meng Han, Maria Valero, Fangyu Li, Mohammed Aledhari, Quan Z. Sheng
Machine learning research towards combating COVID-19: Virus detection, spread prevention, and medical assistance. J. Biomed. Informatics 117 (2021)
Fangyu Li, Maria Valero, Yifang Cheng, Tong Bai, WenZhan Song
Distributed Sensor Networks Based Shallow Subsurface Imaging and Infrastructure Monitoring. IEEE Trans. Signal Inf. Process. over Networks 6 (2020)
José Clemente, Fangyu Li, Maria Valero, An Chen, WenZhan Song
ASIS: Autonomous Seismic Imaging System With In Situ Data Analytics and Renewable Energy. IEEE Syst. J. 14 (1) (2020)
Osama Shahid, Mohammad Nasajpour, Seyedamin Pouriyeh, Reza M. Parizi, Meng Han, Maria Valero, Fangyu Li, Mohammed Aledhari, Quan Z. Sheng
Machine Learning Research Towards Combating COVID-19: Virus Detection, Spread Prevention, and Medical Assistance. CoRR (2020)
José Clemente, Fangyu Li, Maria Valero, WenZhan Song
Smart Seismic Sensing for Indoor Fall Detection, Location, and Notification. IEEE J. Biomed. Health Informatics 24 (2) (2020)
Maria Valero, Hossain Shahriar, Sheikh Iqbal Ahamed
R-Mon: An mhealth Tool for Real-time Respiratory Monitoring During Pandemics and Self-Isolation. SERVICES (2020)
José Clemente, Maria Valero, Fangyu Li, Chengliang Wang, WenZhan Song
Helena: Real-time Contact-free Monitoring of Sleep Activities and Events around the Bed. PerCom (2020)
Mohammad Nasajpour, Seyedamin Pouriyeh, Reza M. Parizi, Mohsen Dorodchi, Maria Valero, Hamid R. Arabnia
Internet of Things for Current COVID-19 and Future Pandemics: An Exploratory Study. CoRR (2020)
Fangyu Li, José Clemente, Maria Valero, Zion Tse, Sheng Li, WenZhan Song
Smart Home Monitoring System via Footstep-Induced Vibrations. IEEE Syst. J. 14 (3) (2020)
Mohammad Nasajpour, Seyedamin Pouriyeh, Reza M. Parizi, Mohsen Dorodchi, Maria Valero, Hamid R. Arabnia
Internet of Things for Current COVID-19 and Future Pandemics: an Exploratory Study. J. Heal. Informatics Res. 4 (4) (2020)
Maria Valero, Fangyu Li, WenZhan Song
Smart seismic network for shallow subsurface imaging and infrastructure security. Int. J. Sens. Networks 31 (1) (2019)
José Clemente, Fangyu Li, Maria Valero, WenZhan Song
Demo: Contactless Device for Monitoring On-Bed Activities and Vital Signs. SMARTCOMP (2019)
Fangyu Li, Maria Valero, Yifang Cheng, WenZhan Song
High-Frequency Time-Lapse Seismic Spatial Autocorrelation Imaging Shallow Velocity Variations. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (12) (2019)
Maria Valero, Fangyu Li, José Clemente, Wenzhan Song
Distributed and Communication-Efficient Spatial Auto-Correlation Subsurface Imaging in Sensor Networks. Sensors 19 (11) (2019)
Sili Wang, Fangyu Li, Maria Valero, José Clemente, Wenzhan Song
Tracking Underground Moving Targets with Wireless Seismic Networks. SMARTCOMP (2019)
Maria Valero, Fangyu Li, Sili Wang, Fan-Chi Lin, WenZhan Song
Real-Time Cooperative Analytics for Ambient Noise Tomography in Sensor Networks. IEEE Trans. Signal Inf. Process. over Networks 5 (2) (2019)
José Clemente, WenZhan Song, Maria Valero, Fangyu Li, Xiangyang Li
Indoor Person Identification and Fall Detection through Non-intrusive Floor Seismic Sensing. SMARTCOMP (2019)
Wenzhan Song, Fangyu Li, Maria Valero, Liang Zhao
Toward Creating a Subsurface Camera. Sensors 19 (2) (2019)
Maria Valero, Fangyu Li, WenZhan Song, Xiangyang Li
Imaging Subsurface Civil Infrastructure with Smart Seismic Network. IPCCC (2018)
José Clemente, Maria Valero, Javad Mohammadpour, Xiangyang Li, WenZhan Song
Fog computing middleware for distributed cooperative data analytics. FWC (2017)
Maria Valero, José Clemente, Goutham Kamath, Yao Xie, Fan-Chi Lin, WenZhan Song
Real-Time Ambient Noise Subsurface Imaging in Distributed Sensor Networks. SMARTCOMP (2017)
Goutham Kamath, Pavan Agnihotri, Maria Valero, Krishanu Sarker, Wen-Zhan Song
Pushing Analytics to the Edge. GLOBECOM (2016)
Sanghoon Lee, Yanjun Zhao, Mohamed Eid Mahmoud Masoud, Maria Valero, Semra Kul, Saeid Belkasim
Domain specific information retrieval and text mining in medical document. BCB (2015)