Seyedamin Pouriyeh

39 papers B 3C 6Misc 2Journal 21Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Advances in Application of Federated Machine Learning for Oncology and Cancer Diagnosis. Inf. Mohammad Nasajpour, Seyedamin Pouriyeh, Reza M. Parizi, Meng Han, Fatemeh Mosaiyebzadeh, Yixin Xie, Liyuan Liu, Daniel Macêdo Batista
2025	C	`conf`	Enhancing Alzheimer's Diagnosis Through Spontaneous Speech Recognition: Deep Learning Approach with Data Augmentation. ISCC Venkata Sai Bhargav Mutala, Seyedamin Pouriyeh, Chloe Yixin Xie, Meng Han, Ilaria Basile, Giovanna Sannino
2025	B	`conf`	Enhancing Alzheimer's Disease Detection Using LLM-Generated Synthetic Data and Multi-Level Embeddings. IJCNN Venkata Sai Bhargav Mutala, Seyedamin Pouriyeh, Reza M. Parizi, Chloe Yixin Xie, Alessandro Santopaolo, Ilaria Basile, Giovanna Sannino
2024	J	`jnl`	A Decentralized Communication-Efficient Federated Analytics Framework for Connected Vehicles. IEEE Trans. Veh. Technol. Liang Zhao, Maria Valero, Seyedamin Pouriyeh, Fangyu Li, Lulu Guo, Zhu Han
2024	J	`jnl`	Efficient and Secure Blockchain Consensus Algorithm for Heterogeneous Industrial Internet of Things Nodes Based on Double-DAG. IEEE Trans. Ind. Informatics Yourong Chen, Yang Zhang, Yubo Zhuang, Kelei Miao, Seyedamin Pouriyeh, Meng Han
2024	J	`jnl`	Exploring privacy measurement in federated learning. J. Supercomput. Gopi Krishna Jagarlamudi, Abbas Yazdinejad, Reza M. Parizi, Seyedamin Pouriyeh
2024	—	`conf`	Personalized Pedagogy Through a LLM-Based Recommender System. AIED Companion (2) Nasrin Dehbozorgi, Mourya Teja Kunuku, Seyedamin Pouriyeh
2024	C	`conf`	Stress Detection Using Multimodal Physiological Signals With Machine Learning From Wearable Devices. ISCC Pranita Subhash Shedage, Seyedamin Pouriyeh, Reza M. Parizi, Meng Han, Giovanna Sannino, Nasrin Dehbozorgi
2023	J	`jnl`	Blockchain Education: Current State, Limitations, Career Scope, Challenges, and Future Directions. CoRR Rizwan Patan, Reza M. Parizi, Mohsen Dorodchi, Seyedamin Pouriyeh, Audrey Rorrer
2023	C	`conf`	Early Heart Disease Detection Using Mel-Spectrograms and Deep Learning. ISCC Sricharan Donkada, Seyedamin Pouriyeh, Reza M. Parizi, Chloe Yixin Xie, Hossain Shahriar
2023	Misc	`conf`	Exploring the Role of ChatGPT in Education: Applications and Challenges. SIGITE Fatemeh Mosaiyebzadeh, Seyedamin Pouriyeh, Reza M. Parizi, Nasrin Dehbozorgi, Mohsen Dorodchi, Daniel Macêdo Batista
2023	C	`conf`	Influence of Convolutional Neural Network Depth on the Efficacy of Automated Breast Cancer Screening Systems. ISCC Vineela Nalla, Seyedamin Pouriyeh, Reza M. Parizi, InChan Hwang, Beatrice Brown-Mulry, Linglin Zhang, Minjae Woo
2023	—	`conf`	Intrusion Detection System for IoHT Devices using Federated Learning. INFOCOM Workshops Fatemeh Mosaiyebzadeh, Seyedamin Pouriyeh, Reza M. Parizi, Meng Han, Daniel Macêdo Batista
2023	J	`jnl`	Privacy-Enhancing Technologies in Federated Learning for the Internet of Healthcare Things: A Survey. CoRR Fatemeh Mosaiyebzadeh, Seyedamin Pouriyeh, Reza M. Parizi, Quan Z. Sheng, Meng Han, Liang Zhao, Giovanna Sannino, Daniel Macêdo Batista
2023	J	`jnl`	Uncovering Promises and Challenges of Federated Learning to Detect Cardiovascular Diseases: A Scoping Literature Review. CoRR Sricharan Donkada, Seyedamin Pouriyeh, Reza M. Parizi, Meng Han, Nasrin Dehbozorgi, Nazmus Sakib, Quan Z. Sheng
2022	—	`conf`	A Secured Certificateless Sign-encrypted Blockchain Communication for Intelligent Transport System. CNS Rizwan Patan, Reza M. Parizi, Seyedamin Pouriyeh, Mohammad S. Khan, Amir H. Gandomi
2022	B	`conf`	CloudFL: A Zero-Touch Federated Learning Framework for Privacy-aware Sensor Cloud. ARES Viraaji Mothukuri, Reza M. Parizi, Seyedamin Pouriyeh, Afra Mashhadi
2022	J	`jnl`	Communication-Efficient Semihierarchical Federated Analytics in IoT Networks. IEEE Internet Things J. Liang Zhao, Maria Valero, Seyedamin Pouriyeh, Lei Li, Quan Z. Sheng
2022	J	`jnl`	FabricFL: Blockchain-in-the-Loop Federated Learning for Trusted Decentralized Systems. IEEE Syst. J. Viraaji Mothukuri, Reza M. Parizi, Seyedamin Pouriyeh, Ali Dehghantanha, Kim-Kwang Raymond Choo
2022	J	`jnl`	Federated-Learning-Based Anomaly Detection for IoT Security Attacks. IEEE Internet Things J. Viraaji Mothukuri, Prachi Khare, Reza M. Parizi, Seyedamin Pouriyeh, Ali Dehghantanha, Gautam Srivastava
2022	J	`jnl`	Non-invasive Techniques for Monitoring Different Aspects of Sleep: A Comprehensive Review. ACM Trans. Comput. Heal. Zawar Hussain, Quan Z. Sheng, Wei Emma Zhang, Jorge Ortiz, Seyedamin Pouriyeh
2021	J	`jnl`	A Review of the Non-Invasive Techniques for Monitoring Different Aspects of Sleep. CoRR Zawar Hussain, Quan Z. Sheng, Wei Emma Zhang, Jorge Ortiz, Seyedamin Pouriyeh
2021	J	`jnl`	A survey on security and privacy of federated learning. Future Gener. Comput. Syst. Viraaji Mothukuri, Reza M. Parizi, Seyedamin Pouriyeh, Yan Huang, Ali Dehghantanha, Gautam Srivastava
2021	J	`jnl`	An Ensemble Multi-View Federated Learning Intrusion Detection for IoT. IEEE Access Dinesh Chowdary Attota, Viraaji Mothukuri, Reza M. Parizi, Seyedamin Pouriyeh
2021	C	`conf`	Automatic Face Mask Detection Using Deep Learning. ISCC Stephanie Anderson, Suma Veeravenkatappa, Priyanka Pola, Seyedamin Pouriyeh, Meng Han
2021	—	`conf`	COVID-19 Mortality Prediction Using Machine Learning Techniques. ICDH Lindsay Schirato, Kennedy Makina, Dwayne Flanders, Seyedamin Pouriyeh, Hossain Shahriar
2021	J	`jnl`	Communication Efficiency in Federated Learning: Achievements and Challenges. CoRR Osama Shahid, Seyedamin Pouriyeh, Reza M. Parizi, Quan Z. Sheng, Gautam Srivastava, Liang Zhao
2021	B	`conf`	Detecting Network Attacks using Federated Learning for IoT Devices. ICNP Osama Shahid, Viraaji Mothukuri, Seyedamin Pouriyeh, Reza M. Parizi, Hossain Shahriar
2021	J	`jnl`	Machine learning research towards combating COVID-19: Virus detection, spread prevention, and medical assistance. J. Biomed. Informatics Osama Shahid, Mohammad Nasajpour, Seyedamin Pouriyeh, Reza M. Parizi, Meng Han, Maria Valero, Fangyu Li, Mohammed Aledhari, Quan Z. Sheng
2021	C	`conf`	Using Machine Learning Techniques to Predict RT- PCR Results for COVID-19 Patients. ISCC Bradley Durden, Mathew Shulman, Andy Reynolds, Thomas Phillips, Demontae Moore, Indya Andrews, Seyedamin Pouriyeh
2020	—	`conf`	Integrating Blockchain Technology into Healthcare. ACM Southeast Regional Conference Jhanvi Devangbhai Vyas, Meng Han, Lin Li, Seyedamin Pouriyeh, Jing Selena He
2020	J	`jnl`	Internet of Things for Current COVID-19 and Future Pandemics: An Exploratory Study. CoRR Mohammad Nasajpour, Seyedamin Pouriyeh, Reza M. Parizi, Mohsen Dorodchi, Maria Valero, Hamid R. Arabnia
2020	J	`jnl`	Internet of Things for Current COVID-19 and Future Pandemics: an Exploratory Study. J. Heal. Informatics Res. Mohammad Nasajpour, Seyedamin Pouriyeh, Reza M. Parizi, Mohsen Dorodchi, Maria Valero, Hamid R. Arabnia
2020	J	`jnl`	Machine Learning Research Towards Combating COVID-19: Virus Detection, Spread Prevention, and Medical Assistance. CoRR Osama Shahid, Mohammad Nasajpour, Seyedamin Pouriyeh, Reza M. Parizi, Meng Han, Maria Valero, Fangyu Li, Mohammed Aledhari, Quan Z. Sheng
2019	J	`jnl`	Combining semantic graph and probabilistic topic models for discovering coherent topics. Web Intell. Mehdi Allahyari, Seyedamin Pouriyeh, Krys J. Kochut
2019	J	`jnl`	Ontology Summarization: Graph-Based Methods and Beyond. Int. J. Semantic Comput. Seyedamin Pouriyeh, Mehdi Allahyari, Qingxia Liu, Gong Cheng, Hamid Reza Arabnia, Maurizio Atzori, Farid Ghareh Mohammadi, Krys J. Kochut
2019	—	`conf`	R-LDA: Profiling RDF Datasets Using Knowledge-Based Topic Modeling. ICSC Seyedamin Pouriyeh, Mehdi Allahyari, Gong Cheng, Hamid Reza Arabnia, Krys J. Kochut, Maurizio Atzori
2018	Misc	`conf`	Efficient Processing of Range Queries over Distributed Relational Databases. IRI Richard Price, Lakshmish Ramaswamy, Seyedamin Pouriyeh
2018	—	`conf`	Graph-Based Methods for Ontology Summarization: A Survey. AIKE Seyedamin Pouriyeh, Mehdi Allahyari, Qingxia Liu, Gong Cheng, Hamid Reza Arabnia, Maurizio Atzori, Krys J. Kochut