Journals
- Synergy of Information in Multimodal Internet of Things Systems—Discovering the
Impact of Daily Behaviour Routines on Physical Activity Level
Sensors (MDPI), Special Issue: IoT and Sensor Technologies for
Healthcare (2025)
Mohsen Shirali, Zahra Ahmadi, Jose Luis Bayo Montón, Zoe Valero-Ramon and Carlos
Fernández-Llatas
DOI: 10.3390/s25185619
- An Interactive Error-correcting Approach for IoT-sourced Event Logs
ACM Transaction on Internet of Things (TIOT) (2024)
Mohsen Shirali, Zahra Ahmadi, Carlos Fernández-Llatas, Jose Luis Bayo Montón, and Gemma
Di Federico
DOI: 10.1145/3680289
- A Survey on Anonymous Communication Systems with a Focus on Dining Cryptographers
Networks
IEEE Access (2023)
Mohsen Shirali,Tobias Tefke, Ralf C Staudemeyer, Henrich C Pöhls
DOI: 10.1109/ACCESS.2023.3242870
- Design and evaluation of a solo-resident smart home testbed for mobility pattern
monitoring and behavioural assessment
Sensors (MDPI), Special Issue: Internet of Things for Smart Homes
and Industrial Application (2020)
Mohsen Shirali, Jose-Luis Bayo-Monton, Carlos Fernandez-Llatas, Mona Ghassemian, Vicente
Traver Salcedo
DOI: 10.3390/s20247167
- A low power cryptography solution based on chaos theory in wireless sensor
nodes
IEEE Access (2019)
Masoumeh Sharafi, Faranak Fotouhi-Ghazvini, Mohsen Shirali, Mona Ghassemian
DOI: 10.1109/ACCESS.2018.2886384
Conferences & Workshops
- The Challenges of Multimodal IoT Data Fusion for Process Understanding and
Monitoring
Accepted for presentation at the 10th International Workshop on Business Processes Meet the Internet of
Things (BP-Meet-IoT), The Netherlands, September 2026.
Zahra Ahmadi, S. Knoch, M. Sampaolo, and Mohsen Shirali
- Context-Enriched Process Discovery from IoT Data Sources for Human Behavioral
Monitoring
Best Paper Award
IFIP Working Conference on The Practice of Enterprise Modeling (PoEM 2025), Geneva,
Switzerland (2025).
Lecture Notes in Business Information Processing, vol 570. Springer, Cham. (2025)
Zahra Ahmadi, Mohsen Shirali, Jochen De Weerdt and Estefania Serral
DOI: 10.1007/978-3-032-12063-2_14
- LLM-based event abstraction and integration for IoT-sourced logs
8th International Workshop on BP-Meet-IoT, 22nd Business Process Management Conference,
Krakow, Poland (2024).
Mohsen Shirali, Mohammadreza Fani Sani, Zahra Ahmadi, and Estefania Serral
DOI: 10.1007/978-3-031-78666-2_11
- Identifying Variation in Personal Daily Routine Through Process Mining: A Case
Study
International Conference on Process Mining (ICMP), PODS4H workshop, Rome, 2023.
G. Di Federico, C. Fernández-Llatas, Z. Ahmadi, Mohsen Shirali, and A. Burattin
Lecture Notes in Business Information Processing, vol 503. Springer, Cham. (2023)
DOI: 10.1007/978-3-031-56107-8_17
- A testbed evaluation for a privacy-aware indoor monitoring system in smart
home
IEEE Global Humanitarian Technology Conference (GHTC), California, USA (October 2018).
M. Shirali, Masoumeh Sharafi, Mona Ghassemian, Faranak Fotouhi-Ghazvini
DOI: 10.1109/GHTC.2018.8601929
- A testbed evaluation for an indoor temperature monitoring system in smart
homes
16th IEEE International Conference on Smart City (SmartCity2018), Exeter, UK (September 2018).
M. Shirali, Maryam Norouzi, Mona Ghassemian, David Jai-Persad
DOI: 10.1109/HPCC/SmartCity/DSS.2018.00214
- A testbed evaluation of MAC layer protocols for smart home remote monitoring of the
elderly mobility pattern
CMBEBIH 2017, IFMBE Proceedings, vol 62. Springer, Singapore, (March 2017).
Alireza Jafari, M. Shirali, Mona Ghassemian
DOI: 10.1007/978-981-10-4166-2_86
- Monitoring of disabled mobility pattern in the smart home environment for remote
monitoring by clinical personnel
1st National Congress of Medical Informatics, Iran, (February 2017).
Alireza Jafari, M. Shirali, Mona Ghassemian, Parisa Taheri (MD)
Book Chapter
- Interactive Process Mining in IoT and Human Behaviour Modelling
In Interactive Process Mining in Healthcare, Springer International Publishing, pp.
217-231 (2021).
Juan Jo Lull, Jose-Luis Bayo-Monton, Mohsen Shirali, Mona Ghassemian, and Carlos
Fernández-Llatas
DOI: 10.1007/978-3-030-53993-1_13
Datasets
- DAMMI: Daily Activities in a Psychologically Annotated Multi-Modal IoT
dataset.
arXiv preprint (2024)
DOI: 10.48550/arXiv.2410.04152
- eSense Smart Home: A PIR-based solo-resident smart home dataset.
Zenodo (2023)
DOI: 10.5281/zenodo.10223646
Patents
- An innovative neurofeedback system for cognitive rehabilitation of ADHD.
Patent number IR-10052, Classification G10H 5/04; A61B 5/00, issued January 2020, Iran.
Inventors: Mohsen Shirali, Mona Ghassemian, Hamidreza Pouretemad, Reza Khosrowabadi,
Farzaneh Javidmehr, Mohammad Rostami Ganjinehketab.
Others
- Poster Presentation: “Multi-Head LSTM-based Anomaly Detection Framework
for Cyber-Physical Systems”, Mohsen Shirali and C. Pelsser, in Critical Embedded Systems
Conference (CES 2026), Louvain-la-Neuve, Belgium, July 2026.
- Poster Presentation: “An Implementation Study of a Portable Wearable
Stress Measurement System”, M. A. Mahmoudzadeh, M. Shirali, M. Ghassemian, in 5th Iranian
Human Brain Mapping Congress, Tehran, Iran, (September 2018).
- Poster Presentation: “Emotional Profile Assessment for Safe Driving”, N.
Pourshahroukhi, M. Shirali, M. Ghassemian, R. Khosrowabadi, in 5th Iranian Human Brain
Mapping Congress, Tehran, Iran, (September 2018).
- Poster Presentation: "Industrial networks applications in Mines and
underwater,"Mohsen Shirali, Maliheh Shirvanian, Kaveh Ahmadiniar, 1st National Conference
on Soft Computing and Information Technology, Mahshahr, Iran, (2012)
Oral Presentations
- 8th International Workshop on BP-Meet-IoT, 22nd BPM Conference (2024)
LLM-based event abstraction and integration for IoT-sourced logs.
- 10th MyPhd Workshop, University of Passau, Passau, Germany (April 2019) An
energy-efficient and privacy-preserving solution based on Internet of Things (IoT) for healthcare
applications (2019).