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M

Marius Portmann

the university of queensland

32H-index
276Paper Count
4.6KCitation Count
Published Papers 44
Publication Date
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Deep sequence learning models for hotel room air conditioner runtime estimation via ambient sensing
errEnergy and Buildings
IF7.1
err2026-08-17
err0
errOAAI
errReza Serati; Gayan Kulatilleke; Siamak Layeghy; Farid Ariai; Sara Dolnicar; Marius Portmann
errShare
errSave
Can AI Models Be Used to Generate High-Quality Pictorial Stimuli for Consumer Behavior Change Interventions?
errPSYCHOLOGY & MARKETING
IF9.1
err2026-01-01
err0
PREAI
errChen, Qingqing; Greene, Danyelle; Liang, Yanzhao; Portmann, Marius; Dolnicar, Sara
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errSave
Not worth the paper they are printed on? The effectiveness of table signs in reducing buffet plate waste
errTourism Management
IF12.4
err2025-11-14
err0
errOAAI
errAnna K. Zinn; Danyelle Greene; Sergey Kozlov; Bettina Grün; Yash Pandey; Marius Portmann; Sara Dolnicar
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errSave
eX-NIDS: A framework for explainable network intrusion detection leveraging Large Language Models
errComputers and Electrical Engineering
IF4.9
err2025-11-11
err0
PREAI
errPaul R.B. Houssel; Siamak Layeghy; Priyanka Singh; Marius Portmann
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errSave
Leveraging social norms and empathy to encourage sustainable air conditioning practices amongst hotel guests
errJournal of Environmental Psychology
IF7
err2025-10-17
err0
PREAI
errDanyelle Greene; Amit Birenboim; Anna K. Zinn; Marius Portmann; Yash Pandey; Bettina Grün; Sara Dolnicar
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errSave
Crikey! Let’s keep it cozy like a joey in a pouch” Can humour or compassion encourage sustainable heater use at hotels?
errJournal of Environmental Psychology
IF7
err2025-09-16
err0
errOAAI
errDanyelle Greene; Anna K. Zinn; Qingqing Chen; Reza Serati; Marius Portmann; Sara Dolnicar
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errSave
SCGC : Self-supervised contrastive graph clustering
errNEUROCOMPUTING
IF6.5
err2025-01-01
err0
errOAAI
errKulatilleke, Gayan K.; Portmann, Marius; Chandra, Shekhar S.
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errSave
Does every hotel room need a minifridge? Empirical evidence from consumer self-reports and an automatic sensor-based system measuring electricity consumption and guest use
errANNALS OF TOURISM RESEARCH EMPIRICAL INSIGHTS
IF4.1
err2024-11-01
err2
errOAAI
errDolnicar, Sara; Greene, Danyelle; Layeghy, Siamak; Portmann, Marius
errShare
errSave
A configurable anonymisation approach for network flow data: Balancing utility and privacy
errCOMPUTERS & ELECTRICAL ENGINEERING
IF4.9
err2024-09-01
err0
errOAAI
errManocchio, Liam Daly; Layeghy, Siamak; Gwynne, David; Portmann, Marius
errShare
errSave
FlowTransformer: A transformer framework for flow-based network intrusion detection systems
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-05-01
err14
errOAAI
errManocchio, Liam Daly; Layeghy, Siamak; Lo, Wai Weng; Kulatilleke, Gayan K.; Sarhan, Mohanad; Portmann, Marius
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errSave
Benchmarking the benchmark - Comparing synthetic and real-world Network IDS datasets
errJOURNAL OF INFORMATION SECURITY AND APPLICATIONS
IF3.7
err2024-02-01
err5
errOAAI
errLayeghy, Siamak; Gallagher, Marcus; Marius, Portmann
errShare
errSave
Efficient block contrastive learning via parameter-free meta-node approximation
errNEUROCOMPUTING
IF6.5
err2023-12-01
err1
errOAAI
errKulatilleke, Gayan K.; Portmann, Marius; Chandra, Shekhar S.
errShare
errSave
Automatically monitoring environmental performance in tourism-The example of plate waste at all-you-can-eat buffets
errANNALS OF TOURISM RESEARCH EMPIRICAL INSIGHTS
IF4.1
err2023-11-01
err6
errOAAI
errDolnicar, Sara; Gray, Angus; Gruen, Bettina; Li, Hongwei; Portmann, Marius
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errSave
Exploring edge TPU for network intrusion detection in IoT
errJOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
IF4
err2023-09-01
err12
PREAI
errHosseininoorbin, Seyedehfaezeh; Layeghy, Siamak; Sarhan, Mohanad; Jurdak, Raja; Portmann, Marius
errShare
errSave
DI-NIDS: Domain invariant network intrusion detection system
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2023-08-01
err14
errOAAI
errLayeghy, Siamak; Baktashmotlagh, Mahsa; Portmann, Marius
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errSave
HARBIC: Human activity recognition using bi-stream convolutional neural network with dual joint time-frequency representation
errINTERNET OF THINGS
IF7.6
err2023-07-01
err4
PREAI
errHosseininoorbin, Seyedehfaezeh; Layeghy, Siamak; Kusy, Brano; Jurdak, Raja; Portmann, Marius
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errSave
Exploring Edge TPU for deep feed-forward neural networks
errINTERNET OF THINGS
IF7.6
err2023-07-01
err6
errOAAI
errHosseininoorbin, Seyedehfaezeh; Layeghy, Siamak; Kusy, Brano; Jurdak, Raja; Portmann, Marius
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errSave
XG-BoT: An explainable deep graph neural network for botnet detection and forensics
errINTERNET OF THINGS
IF7.6
err2023-07-01
err28
errOAAI
errLo, Wai Weng; Kulatilleke, Gayan; Sarhan, Mohanad; Layeghy, Siamak; Portmann, Marius
errShare
errSave
FusedAR: Energy-Positive Human Activity Recognition Using Kinetic and Solar Signal Fusion
errIEEE SENSORS JOURNAL
IF4.5
err2023-06-01
err4
errOAAI
errSandhu, Muhammad Moid; Khalifa, Sara; Geissdoerfer, Kai; Jurdak, Raja; Portmann, Marius; Kusy, Brano
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errSave
Light-Weight ML Aided Autonomous IoT Networks
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2023-06-01
err1
PREAI
errGhosh, Sushmita; Mandal, Akash Kumar; De, Swades; Chatterjee, Shouri; Portmann, Marius
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
S
Sara Dolničar
H-index: 81 · Papers: 753
M
Marco Gruteser
H-index: 54 · Papers: 259
N
Nour Moustafa
H-index: 54 · Papers: 273
P
P. L. Greenwood
H-index: 45 · Papers: 199
R
Raja Jurdak
H-index: 43 · Papers: 410
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