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M

Mattias O’Nils

university of skovde

18H-index
196Paper Count
1.3KCitation Count
Published Papers 32
Publication Date
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A Transfer Learning CNN approach for automated Plant Growth Temporal Labelling: Addressing Class-Based Variability Paradox and introducing novel metrics
errMeasurement
IF5.6
err2026-01-24
err0
PREAI
errSeyed Jalaleddin Mousavirad; Irida Shallari; Mattias O’Nils
errShare
errSave
BranchySplit: Runtime-Adaptable Partitioning and Early Exits for Accelerated Edge Inference
errIEEE Access
IF3.6
err2026-01-01
err0
errOAAI
errOscar Artur Bernd Berg; Eiraj Saqib; Axel Jantsch; Isaac Sánchez Leal; Irida Shallari; Silvia Krug; Mattias O’Nils
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errSave
AdAPT: Advertisement detector adaptation under newspaper domain shift with null-based pseudo-labeling
errMACHINE LEARNING WITH APPLICATIONS
IF4.9
err2025-12-01
err0
errOAAI
errSayyad, Faeze Zakaryapour; Pettersson, Tobias; Mousavirad, Seyed Jalaleddin; Shallari, Irida; O'Nils, Mattias
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errSave
Quantization Compensator Network: Server-Side Feature Reconstruction in Partitioned IoT Systems
errIEEE Access
IF3.6
err2025-01-01
err0
errOAAI
errIsaac Sánchez Leal; Oscar Artur Bernd Berg; Silvia Krug; Eiraj Saqib; Irida Shallari; Axel Jantsch; Mattias O’Nils; Tomas Nordström
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errSave
A Comprehensive Review on Deep Learning-Based Data Fusion
errIEEE ACCESS
IF3.6
err2024-01-01
err1
errOAAI
errHussain, Mazhar; O'Nils, Mattias; Lundgren, Jan; Mousavirad, Seyed Jalaleddin
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errSave
Contextual Knowledge-Informed Deep Domain Generalization for Bearing Fault Diagnosis
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errLundstrom, Adam; O'Nils, Mattias; Qureshi, Faisal Z.
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errSave
Remote-Timber: An Outlook for Teleoperated Forestry With First 5G Measurements
errIEEE INDUSTRIAL ELECTRONICS MAGAZINE
IF4.1
err2023-09-01
err0
errOAAI
errMahmood, Aamir; Abedin, Sarder Fakhrul; O'Nils, Mattias; Bergman, Mats; Gidlund, Mikael
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errSave
An Interactive Threshold-Setting Procedure for Improved Multivariate Anomaly Detection in Time Series
errIEEE ACCESS
IF3.6
err2023-01-01
err1
errOAAI
errLundstrom, Adam; O'Nils, Mattias; Qureshi, Faisal Z.
errShare
errSave
A Deep CNN Transformer Hybrid Model for Skin Lesion Classification of Dermoscopic Images Using Focal Loss
errDIAGNOSTICS
IF3.3
err2022-12-27
err20
errOAAI
errNie, Yali; Sommella, Paolo; Carratu, Marco; O'Nils, Mattias; Lundgren, Jan
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errSave
A Study on the Correlation between Change in the Geometrical Dimension of a Free-Falling Molten Glass Gob and Its Viscosity
errSENSORS
IF3.5
err2022-01-15
err1
errOAAI
errHussain, Mazhar; O'Nils, Mattias; Lundgren, Jan; Shallari, Irida
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errSave
Improving Deep Learning Based Anomaly Detection on Multivariate Time Series Through Separated Anomaly Scoring
errIEEE ACCESS
IF3.6
err2022-01-01
err6
errOAAI
errLundstrom, Adam; O'Nils, Mattias; Qureshi, Faisal Z.; Jantsch, Axel
errShare
errSave
Recent Advances in Diagnosis of Skin Lesions Using Dermoscopic Images Based on Deep Learning
errIEEE ACCESS
IF3.6
err2022-01-01
err7
errOAAI
errNie, Yali; Sommella, Paolo; Carratu, Marco; Ferro, Matteo; O'Nils, Mattias; Lundgren, Jan
errShare
errSave
Realworld 3D Object Recognition Using a 3D Extension of the HOG Descriptor and a Depth Camera
errSENSORS
IF3.5
err2021-01-29
err6
errOAAI
errVilar, Cristian; Krug, Silvia; O'Nils, Mattias
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errSave
Design Space Exploration for an IoT Node: Trade-Offs in Processing and Communication
errIEEE ACCESS
IF3.6
err2021-01-01
err6
errOAAI
errShallari, Irida; Leal, Isaac Sanchez; Krug, Silvia; Jantsch, Axel; O'Nils, Mattias
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errSave
A Two-Layer 3-D Reconstruction Method and Calibration for Multicamera-Based Volumetric Positioning and Characterization
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2021-01-01
err4
PREAI
errFedorov, Igor; Thornberg, Benny; Alqaysi, Hiba; Lawal, Najeem; O'Nils, Mattias
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errSave
Communication and computation inter-effects in people counting using intelligence partitioning
errJOURNAL OF REAL-TIME IMAGE PROCESSING
IF3
err2020-01-23
err7
errOAAI
errShallari, Irida; Krug, Silvia; O'Nils, Mattias
errShare
errSave
From the Sensor to the Cloud: Intelligence Partitioning for Smart Camera Applications
errSENSORS
IF3.5
err2019-11-25
err10
errOAAI
errShallari, Irida; O'Nils, Mattias
errShare
errSave
Modeling and Comparison of Delay and Energy Cost of IoT Data Transfers
errIEEE ACCESS
IF3.6
err2019-01-01
err20
errOAAI
errKrug, Silvia; O'Nils, Mattias
errShare
errSave
Architectural evaluation of node - server partitioning for people counting
errproceedings of the
IF0
err2018-09-03
err2
PREAI
errShallari, Irida; Krug, Silvia; O'Nils, Mattias
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errSave
Data Reduction Using Change Coding for Remote Applications of wireless Visual Sensor Networks
errIEEE ACCESS
IF3.6
err2018-01-01
err2
errOAAI
errAurangzeb, Khursheed; Alhussein, Musaed; O'Nils, Mattias
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errSave

Research Directions

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Co-authors
Cooperation Journals
M
Mikael Gidlund
H-index: 43 · Papers: 372
A
Axel Jantsch
H-index: 41 · Papers: 553
M
Musaed Alhussein
H-index: 34 · Papers: 173
K
Khursheed Aurangzeb
H-index: 34 · Papers: 229
J
Johan Lindgren
H-index: 32 · Papers: 166
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