Naser Hossein Motlagh

Publications

Research output per year 2019 2020 2021 2022 2023 2024 2024

• 28 Article
• 8 Conference contribution
• 3 Review Article
• 2 Other conference material
• 3 More
  • 2 Other contribution
  • 1 Chapter

Research output per year

Research output per year

Search results

• 2024

  Deep learning modeling in electricity load forecasting: Improved accuracy by combining DWT and LSTM

  Nabavi, S. A., Mohammadi, S., Hossein Motlagh, N., Tarkoma, S. & Geyer, P., 2024, In: Energy Reports. 12, p. 2873-2900 28 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• EnvSys '24: Message from General and Technical Program Chairs

  Hossein Motlagh, N., Zaidan, M. A., Rebeiro-Hargrave, A. & Daisuke, I., 3 Jun 2024.

  Research output: Conference materials › Other conference material › peer-review

  Open Access

• Estimating Black Carbon Levels with Proxy Variables and Low-Cost Sensors

  Liu, X., Concas, F., Hossein Motlagh, N., Zaidan, M. A., Fung, P. L., Varjonen, S., Niemi, J., Timonen, H., Hussein, T., Petäjä, T., Kulmala, M., Nurmi, P. & Tarkoma, S., May 2024, In: IEEE internet of things journal. 11, 10, 12 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• IrMaSet: Intelligent Weather Forecaster System for Hyperlocal Renewable Energies

  Zaidan, M. A., Motlagh, N. H., Zakeri, B., Petäjä, T., Kulmala, M. & Tarkoma, S., Sept 2024, In: IEEE consumer electronics magazine. 13, 5, p. 61-74 14 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Low-Cost Sensing for Environmental Sustainability

  Zuniga, A., Mayowa, O., Hossein Motlagh, N., Liyanage, M., Yin, Z., Dar, F., Nguyen, N. T., Akintola, A., Radeta, M., Tarkoma, S., Flores, H. & Nurmi, P., 2024, (Accepted/In press) In: IEEE Pervasive Computing.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• SEAGULL: Low-Cost Pervasive Sensing for Monitoring and Analysing Underwater Plastics

  Flores, H., Zuniga, A., Radeta, M., Yin, Z., Liyanage, M., Hossein Motlagh, N., Nguyen, N. T., Tarkoma, S., Youssef, M. & Nurmi, P., Jun 2024, Proceedings of the ACM/IEEE International Conference on the Internet of Things Design and Implementation (IoTDI 2024). Institute of Electrical and Electronics Engineers Inc.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
• 2023

  Digital Twins for Smart Spaces - Beyond IoT Analytics

  Hossein Motlagh, N., Zaidan, M. A., Loven, L., Fung, P. L., Hänninen, T., Morabito, R., Nurmi, P. & Tarkoma, S., 16 Jun 2023, In: IEEE internet of things journal. 11 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• EnvSys '23: Message from General and Technical Program Chairs

  Hossein Motlagh, N., Zaidan, M. A., Rebeiro-Hargrave, A. & Arvind, D. K., 18 Jun 2023.

  Research output: Conference materials › Other conference material

  Open Access

• Feasibility of Air Quality Monitoring from Transport Vehicles

  Hossein Motlagh, N., Zaidan, M. A., Fung, P. L., Rebeiro-Hargrave, A., Irjala, M., Hussein, T., Petäjä, T., Nurmi, P. & Tarkoma, S., 18 Jun 2023, EnvSys '23: Proceedings of the 1st International Workshop on Advances in Environmental Sensing Systems for Smart Cities. ACM SIGMOBILE, p. 13-18 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

• Intelligent Air Pollution Sensors Calibration for Extreme Events and Drifts Monitoring

  Zaidan, M. A., Hossein Motlagh, N., Fung, P. L., Khalaf, A. S., Matsumi, Y., Ding, A., Tarkoma, S., Petäjä, T., Kulmala, M. & Hussein, T., Feb 2023, In: IEEE Transactions on Industrial Informatics. 19, 2, p. 1366-1379 14 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Sensors, Mobile Monitoring & Citizen Involvement: Complementary Tools for More Accurate Air Quality Exposure Assessments

  Hofman, J., Van Poppel, M., Hoek, G., Viana, M., Theunis, J., Peters, J., Kerckhoffs, J., Moreno, T., Rivas, I., Basagaña, X., Nogueira dos Santos, V., Harrison, R. M., Bousiotis, D., Green, D. C., Petäjä, T., Zaidan, M. A., Hossein Motlagh, N. & Bougiatioti, A., Apr 2023, 2 p. EGU General Assembly.

  Research output: Other contribution › peer-review

  Open Access

• Toward Blue Skies: City-Scale Air Pollution Monitoring using UAVs

  Hossein Motlagh, N., Irjala, M., Zuniga, A., Lagerspetz, E., Rantala, V., Flores, H., Nurmi, P. & Tarkoma, S., 1 Jan 2023, In: IEEE consumer electronics magazine. 12, 1, p. 21 - 31 11 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Towards Large-Scale IoT Deployments in Smart Cities: Requirements and Challenges

  Hossein Motlagh, N., Zaidan, M. A., Morabito, R., Nurmi, P. & Tarkoma, S., 25 Nov 2023, Learning Techniques for the Internet of Things. Donta, P. K., Hazra, A. & Lovén, L. (eds.). 1 ed. Springer, p. 105-129 25 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

  Open Access

  File

• Unmanned Aerial Vehicles for Air Pollution Monitoring: A survey

  Hossein Motlagh, N., Kortoçi, P., Su, X., Loven, L., Hoel, H. K., Haugsvær, S. B., Srivastava, V., Gulbrandsen, C. F., Nurmi, P. & Tarkoma, S., Dec 2023, In: IEEE internet of things journal. 10, 24, 20 p.

  Research output: Contribution to journal › Review Article › peer-review

  Open Access

  File

• Virtual Sensors: Towards High-Resolution Air Pollution Monitoring using AI and IoT

  Zaidan, M. A., Hossein Motlagh, N., Boor, B. E., Lu, D., Nurmi, P., Petäjä, T., Ding, A., Kulmala, M., Tarkoma, S. & Hussein, T., Mar 2023, In: IEEE Internet of Things Magazine. 6, 1, 8 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2022

  Air Pollution Exposure Monitoring using Portable Low-cost Air Quality Sensors

  Kortoçi, P., Hossein Motlagh, N., Zaidan, M. A., Fung, P. L., Varjonen, S., Rebeiro-Hargrave, A., Niemi, J. V., Nurmi, P., Hussein, T., Petäjä, T., Kulmala, M. & Tarkoma, S., Mar 2022, In: Smart health. 23

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• A Survey of COVID-19 in Public Transportation: Transmission Risk, Mitigation and Prevention

  Liu, X., Kortoçi, P., Hossein Motlagh, N., Nurmi, P. & Tarkoma, S., Sept 2022, In: Multimodal transportation. 1, 3, 51 p.

  Research output: Contribution to journal › Review Article › peer-review

  Open Access

  File

• Deep Learning and the Oceans

  Radeta, M., Zuniga, A., Hossein Motlagh, N., Liyanage, M., Freitas, R., Youssef, M., Tarkoma, S., Flores, H. & Nurmi, P., May 2022, In: Computer : a publication of the IEEE Computer Society. 55, 5, p. 39 - 50 12 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Dense Air Quality Sensor Networks: Validation, Analysis and Benefits

  Zaidan, M. A., Xie, Y., Hossein Motlagh, N., Wang, B., Nie, W., Nurmi, P., Tarkoma, S., Petäjä, T., Ding, A. & Kulmala, M., Dec 2022, In: IEEE Sensors Journal. 22, 23, p. 23507 - 23520 15 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Edge Computing: The Computing Infrastructure for the Smart Megacities of the Future

  Motlagh, N. H., Loven, L., Cao, J. J., Liu, X., Nurmi, P., Dustdar, S., Tarkoma, S. & Su, X., Dec 2022, In: Computer : a publication of the IEEE Computer Society. 55, 12, p. 54-64 11 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Quality of Monitoring for Cellular Networks

  Hossein Motlagh, N., Kapoor, S., Alhalaseh, R., Tarkoma, S. & Hätönen, K., Mar 2022, In: IEEE Transactions on Network and Service Management. 19, 1, p. 381-391 11 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• See No Evil: Discovering Covert Surveillance Devices using Thermal Imaging

  Zuniga, A., Hossein Motlagh, N., Hoque, M. A., Tarkoma, S., Flores, H. & Nurmi, P., Oct 2022, In: IEEE Pervasive Computing. 21, 4, 10 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Smart Plants: Low-Cost Solution for Monitoring Indoor Environments

  Zuniga, A., Hossein Motlagh, N., Flores, H. & Nurmi, P., 15 Nov 2022, In: IEEE internet of things journal. 9, 22, p. 23252 - 23259 8 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Toward City-Scale Litter Monitoring using Autonomous Ground Vehicles

  Yin, Z., Mayowa, O., Liyanage, M., Dar, F., Zuniga, A., Hossein Motlagh, N., Su, X., Tarkoma, S., Hui, P., Nurmi, P. & Flores, H., Jul 2022, In: IEEE Pervasive Computing. 21, 3, p. 74-83 10 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2021

  Deep Learning in Energy Modeling: Application in Smart Buildings With Distributed Energy Generation

  Nabavi, S. A., Hossein Motlagh, N., Zaidan, M. A., Aslani, A. & Zakeri, B., 2021, In: IEEE Access. 9, p. 125439-125461 23 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• How Low Can You Go? Performance Trade-offs in Low-Resolution Thermal Sensors for Occupancy Detection: A Systematic Evaluation

  Rinta-Homi, M., Hossein Motlagh, N., Zuniga Corrales, A., Flores, H. & Nurmi, P., Sept 2021, In: Proceedings of ACM on interactive, mobile, wearable and ubiquitous technologies. 5, 3, p. 1–22 23 p., 126.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Intelligent and Scalable Air Quality Monitoring with 5G Edge

  Su, X., Liu, X., Hossein Motlagh, N., Cao, J., Su, P., Pellikka, P., Liu, Y., Petäjä, T., Kulmala, M., Hui, P. & Tarkoma, S., 2021, In: IEEE Internet Computing. 25, 2, p. 35-43 9 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• mMTC Deployment over Sliceable Infrastructure: The Megasense Scenario

  Hossein Motlagh, N., Afolabi, I., Pozza, M., Bagaa, M., Taleb, T., Tarkoma, S. & Flinck, H., Nov 2021, In: IEEE Network. 35, 6, p. 247 - 254 8 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Monitoring Social Distancing in Smart Spaces using Infrastructure-Based Sensors

  Hossein Motlagh, N., Toivonen, P., Zaidan, M. A., Lagerspetz, E., Peltonen, E., Gilman, E., Nurmi, P. & Tarkoma, S., 9 Nov 2021, IEEE 7th World Forum on Internet of Things (WF-IoT 2021). IEEE, p. 124-129 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

• Time-Lag Selection for Time-Series Forecasting Using Neural Network and Heuristic Algorithm

  Surakhi, O., Zaidan, M. A., Fung, P. L., Hossein Motlagh, N., Serhan, S., AlKhanafseh, M., M. Ghoniem, R. & Hussein, T., 15 Oct 2021, In: Electronics. 10, 20, 22 p., 2518.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Toward Large-Scale Autonomous Marine Pollution Monitoring

  Flores, H., Hossein Motlagh, N., Zuniga Corrales, A., Liyanage, M., Passananti, M., Tarkoma, S., Youssef, M. & Nurmi, P., Mar 2021, In: IEEE Internet of Things Magazine. 4, 1, p. 40-45 6 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Transit Pollution Exposure Monitoring using Low-Cost Wearable Sensors

  Hossein Motlagh, N., Zaidan, M. A., Fung, P. L., Lagerspetz, E., Aula, J. K., Varjonen, S., Siekkinen, M., Rebeiro-Hargrave, A., Petäjä, T., Matsumi, Y., Kulmala, M., Hussein, T., Nurmi, P. & Tarkoma, S., Sept 2021, In: Transportation Research. Part D: Transport & Environment. 98, 17 p., 102981.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2020

  Data Analysis of Low-cost Air Quality Sensors in Helsinki

  Zaidan, M., Hossein Motlagh, N., Fung, P. L., Timonen, H., Tarkoma, S., Hussein, T., Petäjä, T. & Kulmala, M., Jun 2020, 1 p. Denmark : Nordic Society for Aerosol Research (NOSA).

  Research output: Other contribution

  Open Access

  File

• Intelligent Calibration and Virtual Sensing for Integrated Low-Cost Air Quality Sensors

  Zaidan, M. A., Hossein Motlagh, N., Fung, P. L., Lu, D., Timonen, H., Kuula, J., Niemi, J. V., Tarkoma, S., Petäjä, T., Kulmala, M. & Hussein, T., 15 Nov 2020, In: IEEE Sensors Journal. 20, 22, p. 13638-13652 15 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Internet of Things (IoT) and the Energy Sector

  Hossein Motlagh, N., Mohammadrezaei, M., Hunt, J. & Zakeri, B., 19 Jan 2020, In: Energies. 13, 2, 27 p., 494.

  Research output: Contribution to journal › Review Article › peer-review

  Open Access

  File

• Low-cost Air Quality Sensing Process: Validation by Indoor-Outdoor Measurements

  Hossein Motlagh, N., Arbayani Zaidan, M., Fung, P. L., Li, X., Matsumi, Y., Petäjä, T., Kulmala, M., Tarkoma, S. & Hussein, T., 9 Nov 2020, 15th IEEE Conference on Industrial Electronics and Applications (ICIEA2020). IEEE, p. 223-228 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

• Machine Learning Modeling for Energy Consumption of Residential and Commercial Sectors

  Nabavi, S. A., Aslani, A., Zaidan, M. A., Zandi, M., Mohammadi, S. & Hossein Motlagh, N., 5 Oct 2020, In: Energies. 13, 19, 22 p., 5171.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• MegaSense: Cyber-Physical System for Real-time Urban Air Quality Monitoring

  Rebeiro-Hargrave, A., Hossein Motlagh, N., Varjonen, S., Lagerspetz, E., Nurmi, P. & Tarkoma, S., 9 Nov 2020, 15th IEEE Conference on Industrial Electronics and Applications (ICIEA2020). IEEE, 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

• PENGUIN: Aquatic Plastic Pollution Sensing using AUVs

  Flores, H., Zuniga Corrales, A., Hossein Motlagh, N., Liyanage, M., Passananti, M., Tarkoma, S., Youssef, M. & Nurmi, P., Jun 2020, DroNet '20: Proceedings of the 6th ACM Workshop on Micro Aerial Vehicle Networks, Systems, and Applications. ACM , p. 1–6 5

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

• Toward Massive Scale Air Quality Monitoring

  Hossein Motlagh, N., Lagerspetz, E., Nurmi, P., Li, X., Varjonen, S., Mineraud, J., Siekkinen, M., Rebeiro-Hargrave, A., Hussein, T., Petäjä, T., Kulmala, M. & Tarkoma, S., Feb 2020, In: IEEE Communications Magazine. 58, 2, p. 54-59 6 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Toward Sustainable Energy-Independent Buildings Using Internet of Things

  Hossein Motlagh, N., Khatibi, A. & Aslani, A., 15 Nov 2020, In: Energies. 13, 22, p. 5954 17 p., 5954.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2019

  Digital Twin: Vision, Benefits, Boundaries, and Creation for Buildings

  H. Khajavi, S., Hossein Motlagh, N., Jaribion, A., C. Werner, L. & Holmström, J., 23 Oct 2019, In: IEEE Access. 7, p. 147406 - 147419 14 p., 2169-3536.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Indoor Air Quality Monitoring Using Infrastructure-Based Motion Detectors

  Hossein Motlagh, N., Zaidan, M., Lagerspetz, E., Varjonen, S., Toivonen, J., Mineraud, J., Rebeiro-Hargrave, A., Siekkinen, M., Hussein, T., Nurmi, P. & Tarkoma, S., 2019, Proceedings: 2019 IEEE 17th International Conference on Industrial Informatics (INDIN). IEEE, Vol. 1. p. 902-907 6 p. ( IEEE International Conference on Industrial Informatics (INDIN); vol. 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

• MegaSense: Feasibility of Low-Cost Sensors for Pollution Hot-spot Detection

  Lagerspetz, E., Hossein Motlagh, N., Zaidan, M., Fung, P. L., Mineraud, J., Varjonen, S., Siekkinen, M., Nurmi, P., Matsumi, Y., Tarkoma, S. & Hussein, T., 2019, Proceedings: 2019 IEEE 17th International Conference on Industrial Informatics (INDIN). IEEE, Vol. 1. p. 1083-1090 8 p. ( IEEE International Conference on Industrial Informatics (INDIN).; vol. 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File