Domain specific information retrieval and text mining in medical document. - Sanghoon Lee 007; Yanjun Zhao; Mohamed Eid Mahmoud Masoud; Maria Valero; Semra Kul; Saeid Belkasim (BCB, 2015)

Pushing Analytics to the Edge. - Goutham Kamath; Pavan Agnihotri; Maria Valero; Krishanu Sarker; Wen-Zhan Song 001 (GLOBECOM, 2016)

Fog computing middleware for distributed cooperative data analytics. - José Clemente; Maria Valero; Javad Mohammadpour; Xiangyang Li 001; WenZhan Song 001 (FWC, 2017)

Real-Time Ambient Noise Subsurface Imaging in Distributed Sensor Networks. - Maria Valero; José Clemente; Goutham Kamath; Yao Xie 002; Fan-Chi Lin; WenZhan Song 001 (SMARTCOMP, 2017)

Imaging Subsurface Civil Infrastructure with Smart Seismic Network. - Maria Valero; Fangyu Li; WenZhan Song 001; Xiangyang Li 001 (IPCCC, 2018)

Demo: Contactless Device for Monitoring On-Bed Activities and Vital Signs. - José Clemente; Fangyu Li; Maria Valero; WenZhan Song 001 (SMARTCOMP, 2019)

Indoor Person Identification and Fall Detection through Non-intrusive Floor Seismic Sensing. - José Clemente; WenZhan Song 001; Maria Valero; Fangyu Li; Xiangyang Li 001 (SMARTCOMP, 2019)

Tracking Underground Moving Targets with Wireless Seismic Networks. - Sili Wang; Fangyu Li; Maria Valero; José Clemente; Wenzhan Song 001 (SMARTCOMP, 2019)

Smart seismic network for shallow subsurface imaging and infrastructure security. - Maria Valero; Fangyu Li; WenZhan Song 001 (Int. J. Sens. Networks, 2019)

Toward Creating a Subsurface Camera. - Wenzhan Song 001; Fangyu Li; Maria Valero; Liang Zhao 024 (Sensors, 2019)

Distributed and Communication-Efficient Spatial Auto-Correlation Subsurface Imaging in Sensor Networks. - Maria Valero; Fangyu Li; José Clemente; Wenzhan Song 001 (Sensors, 2019)

High-Frequency Time-Lapse Seismic Spatial Autocorrelation Imaging Shallow Velocity Variations. - Fangyu Li; Maria Valero; Yifang Cheng; WenZhan Song 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Real-Time Cooperative Analytics for Ambient Noise Tomography in Sensor Networks. - Maria Valero; Fangyu Li; Sili Wang; Fan-Chi Lin; WenZhan Song 001 (IEEE Trans. Signal Inf. Process. over Networks, 2019)

Helena: Real-time Contact-free Monitoring of Sleep Activities and Events around the Bed. - José Clemente; Maria Valero; Fangyu Li; Chengliang Wang 002; WenZhan Song 001 (PerCom, 2020)

R-Mon: An mhealth Tool for Real-time Respiratory Monitoring During Pandemics and Self-Isolation. - Maria Valero; Hossain Shahriar; Sheikh Iqbal Ahamed (SERVICES, 2020)

Internet of Things for Current COVID-19 and Future Pandemics: an Exploratory Study. - Mohammad Nasajpour; Seyedamin Pouriyeh; Reza M. Parizi; Mohsen Dorodchi; Maria Valero; Hamid R. Arabnia (J. Heal. Informatics Res., 2020)

ASIS: Autonomous Seismic Imaging System With In Situ Data Analytics and Renewable Energy. - José Clemente; Fangyu Li; Maria Valero; An Chen; WenZhan Song 001 (IEEE Syst. J., 2020)

Smart Home Monitoring System via Footstep-Induced Vibrations. - Fangyu Li; José Clemente; Maria Valero; Zion Tse; Sheng Li 001; WenZhan Song 001 (IEEE Syst. J., 2020)

Smart Seismic Sensing for Indoor Fall Detection, Location, and Notification. - José Clemente; Fangyu Li; Maria Valero; WenZhan Song 001 (IEEE J. Biomed. Health Informatics, 2020)

Distributed Sensor Networks Based Shallow Subsurface Imaging and Infrastructure Monitoring. - Fangyu Li; Maria Valero; Yifang Cheng; Tong Bai; WenZhan Song 001 (IEEE Trans. Signal Inf. Process. over Networks, 2020)

Malware Detection and Prevention using Artificial Intelligence Techniques. - Md. Jobair Hossain Faruk; Hossain Shahriar; Maria Valero; Farhat Lamia Barsha; Shahriar Sobhan; Md Abdullah Khan; Michael E. Whitman; Alfredo Cuzzocrea; Dan C. Lo; Akond Rahman; Fan Wu 013 (IEEE BigData, 2021)

Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection. - 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 013 (IEEE BigData, 2021)

An Investigation on Non-Invasive Brain-Computer Interfaces: Emotiv Epoc+ Neuroheadset and Its Effectiveness. - Md. Jobair Hossain Faruk; Maria Valero; Hossain Shahriar (COMPSAC, 2021)

Cybersecurity Risks and Mitigation Techniques During COVID-19. - A. B. M. Kamrul Riad; Hossain Shahriar; Maria Valero; Mokter Hossain (COMPSAC, 2021)

Data Analysis Methods for Health Monitoring Sensors: A survey. - Shahriar Sobhan; Md. Saiful Islam; Maria Valero; Hossain Shahriar; Sheikh Iqbal Ahamed (COMPSAC, 2021)

Towards Blockchain-Based Secure Data Management for Remote Patient Monitoring. - Md. Jobair Hossain Faruk; Hossain Shahriar; Maria Valero; Sweta Sneha; Sheikh Iqbal Ahamed; Mohammad Ashiqur Rahman (ICDH, 2021)

Framework for Collecting Data from specialized IoT devices - An application to enhance Healthcare Systems. - Md. Saiful Islam; Shahriar Sobhan; Maria Valero; Hossain Shahriar; Liang Zhao 024; Sheikh Iqbal Ahamed (ICDH, 2021)

Non-Invasive Monitoring of Human Hygiene using Vibration Sensor and Classifiers. - Shashank Trivedi; Maria Valero; Hossain Shahriar; Liang Zhao 024 (ICDH, 2021)

Emotional Analysis of Learning Cybersecurity with Games. - Maria Valero; Lei Li 021; Hossain Shahriar; Shahriar Sobhan; Michael Steven Handlin; Jinghua Zhang (ISI, 2021)

Vibration sensing-based human and infrastructure safety/health monitoring: A survey. - Maria Valero; Fangyu Li; Liang Zhao 024; Chi Zhang; Jose Garrido; Zhu Han 001 (Digit. Signal Process., 2021)

Hybrid Decentralized Data Analytics in Edge-Computing-Empowered IoT Networks. - Liang Zhao 024; Fangyu Li; Maria Valero (IEEE Internet Things J., 2021)

Machine learning research towards combating COVID-19: Virus detection, spread prevention, and medical assistance. - Osama Shahid; Mohammad Nasajpour; Seyedamin Pouriyeh; Reza M. Parizi; Meng Han; Maria Valero; Fangyu Li; Mohammed Aledhari; Quan Z. Sheng (J. Biomed. Informatics, 2021)

Health and sleep nursing assistant for real-time, contactless, and non-invasive monitoring. - Maria Valero; José Clemente; Fangyu Li; WenZhan Song 001 (Pervasive Mob. Comput., 2021)

A Novel Machine Learning Based Framework for Bridge Condition Analysis. - Mohammad Masum; Nafisa Anjum; Md. Jobair Hossain Faruk; Hossain Shahriar; Nazmus Sakib; Maria Valero; Mohammed Karim; Akond Rahman; Fan Wu 013; Alfredo Cuzzocrea (IEEE Big Data, 2022)

Quantum Machine Learning for Software Supply Chain Attacks: How Far Can We Go? - Mohammad Masum; Mohammad Nazim; Md. Jobair Hossain Faruk; Hossain Shahriar; Maria Valero; Md Abdullah Hafiz Khan; Gias Uddin 001; Shabir Barzanjeh; Erhan Saglamyurek; Akond Rahman; Sheikh Iqbal Ahamed (COMPSAC, 2022)

Scalable Machine Learning Using PySpark. - Mohammad Masum; Hossain Shahriar; Nazmus Sakib; Maria Valero; Kai Qian; Dan Lo 001; Fan Wu 013; Mohammed Karim; Parth Bhavsar; Jidong Yang (COMPSAC, 2022)

Blockchain-based Medical Image Sharing and Automated Critical-results Notification: A Novel Framework. - Jiyoun Randolph; Md. Jobair Hossain Faruk; Bilash Saha; Hossain Shahriar; Maria Valero; Liang Zhao 024; Nazmus Sakib (COMPSAC, 2022)

Enabling Cyberanalytics using IoT Clusters and Containers. - Soin Abdoul Kassif Traore; Maria Valero; Hossain Shahriar; Liang Zhao 024; Sheikh Iqbal Ahamed; Ahyoung Lee (COMPSAC, 2022)

Preliminary Data Collection for Collaborative Emergency Department Crowd Management using Wearable Devices. - Victoire Metuge; Maria Valero; Liang Zhao 024; Valentina Nino; David Claudio (ICDH, 2022)

Implementing Virtual Nursing in Health Care: An evaluation of effectiveness and sustainability. - Oana Tudorache; John Brandon Kenemer; Janna Pruiett; Maria Valero; Margot Lisa Hedenstrom; Hossain Shahriar; Sweta Sneha (ICDH, 2022)

A Novel IoT-based Framework for Non-Invasive Human Hygiene Monitoring using Machine Learning Techniques. - Md. Jobair Hossain Faruk; Shashank Trivedi; Mohammad Masum; Maria Valero; Hossain Shahriar; Sheikh Iqbal Ahamed (ICHI, 2022)

Investigating Novel Approaches to Defend Software Supply Chain Attacks. - Md. Jobair Hossain Faruk; Masrura Tasnim; Hossain Shahriar; Maria Valero; Akond Rahman; Fan Wu 013 (ISSRE Workshops, 2022)

Comparative Study of Machine Learning Methods on Spectroscopy Images for Blood Glucose Estimation. - Tahsin Kazi; Kiran Ponakaladinne; Maria Valero; Liang Zhao 024; Hossain Shahriar; Katherine H. Ingram (PervasiveHealth, 2022)

Software Engineering Process and Methodology in Blockchain-Oriented Software Development: A Systematic Study. - Md. Jobair Hossain Faruk; Santhiya Subramanian; Hossain Shahriar; Maria Valero; Xia Li 009; Masrura Tasnim (SERA, 2022)

Development of Blockchain-based e-Voting System: Requirements, Design and Security Perspective. - Md. Jobair Hossain Faruk; Bilash Saha; Mazharul Islam; Fazlul Alam; Hossain Shahriar; Maria Valero; Akond Rahman; Fan Wu 013; Md. Zakirul Alam Bhuiyan (TrustCom, 2022)

Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection. - Mohammad Masum; Hossain Shahriar; Hisham Haddad; Md. Jobair Hossain Faruk; Maria Valero; Md Abdullah Khan; Mohammad Ashiqur Rahman; Muhaiminul I. Adnan; Alfredo Cuzzocrea (CoRR, 2022)

Reprint of: Vibration sensing-based human and infrastructure safety/health monitoring: A survey. - Maria Valero; Fangyu Li; Liang Zhao 024; Chi Zhang; Jose Garrido; Zhu Han 001 (Digit. Signal Process., 2022)

Communication-Efficient Semihierarchical Federated Analytics in IoT Networks. - Liang Zhao 024; Maria Valero; Seyedamin Pouriyeh; Lei Li 021; Quan Z. Sheng (IEEE Internet Things J., 2022)

Competitive State Anxiety Inventory Assessment Using Remote Photoplethysmography and Deep Learning. - Lin He 008; Masud Rabbani; Maria Valero; Sheikh Iqbal Ahamed (SSE, 2023)

Poster: AsyncFedKD: Asynchronous Federated Learning with Knowledge Distillation. - Malik Naik Mohammed; Xinyue Zhang 001; Maria Valero; Ying Xie 001 (CHASE, 2023)

Mental Health Analysis During Pandemic: A Survey of Detection and Treatment. - Paramita Basak Upama; Maria Valero; Hossain Shahriar; Mohammad Syam; Sheikh Iqbal Ahamed (COMPSAC, 2023)

RE Practices When Developing IoT for Healthcare: The Case of GlucoCheck. - Maria Valero; Paola Spoletini (REW, 2023)

The Persisting Issue of Emergency Department (ED) Overcrowding: Enhancing the Application of Emergency Severity Index (ESI) through Data Analytics. - Lisero Mugula; Victoire Metuge; Maria Valero; Valentina Nino (SIGITE, 2023)

Advancements in Non-invasive AI-Powered Glucose Monitoring: Leveraging Multispectral Imaging Across Diverse Wavelengths. - Tahsin Kazi; John Oakley; Anh Duong; El Arbi Belfasi; Katherine H. Ingram; Maria Valero (AIME (1), 2024)

Empowering Diabetics: Advancements in Smartphone-Based Food Classification, Volume Measurement, and Nutritional Estimation. - Afnan Ahmed Crystal; Maria Valero; Valentina Nino; Katherine H. Ingram (Sensors, 2024)

A Decentralized Communication-Efficient Federated Analytics Framework for Connected Vehicles. - Liang Zhao 024; Maria Valero; Seyedamin Pouriyeh; Fangyu Li; Lulu Guo; Zhu Han 001 (IEEE Trans. Veh. Technol., 2024)

Optimizing Blood Transfusions and Predicting Shortages in Resource-Constrained Areas. - El Arbi Belfarsi; Sophie Brubaker; Maria Valero (BIOSTEC (2): HEALTHINF, 2025)

Reliable Noninvasive Glucose Sensing via CNN-Based Spectroscopy. - El Arbi Belfarsi; Henry Flores; Maria Valero (CoRR, 2025)