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Mourad Oussalah

University of Oulu

32H-index
347Paper Count
3.8KCitation Count
Published Papers 64
Publication Date
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A framework for evaluating factual consistency in automated text summarization with large language models and prompting strategies
errNeural Networks
IF6.3
err2026-09-29
err0
errOAAI
errIslam, Md Moinul; Oussalah, Mourad
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errSave
PEFT: Evaluating parameter-efficient fine-tuning for clinical-note summarization across transformers and large language models
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2026-09-18
err0
errOAAI
errAleka Melese Ayalew; Md Rabiul Hasan; Tapio Seppänen; Mourad Oussalah
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errSave
MoEP: Compact and efficient sparsity with modular expert paths
errNeural Networks
IF6.3
err2026-09-01
err0
PREAI
errTapaninaho, Joonas; Oussalah, Mourad
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errSave
Digital phenotyping using wearable-determined physical behaviours and machine learning to detect depression and anxiety symptoms in a general population
errPsychiatry Research
IF3.9
err2026-05-25
err0
errOAAI
errAlireza Sameh; Laura Nauha; Marjo Seppänen; Maisa Niemelä; Mourad Oussalah; Raija Korpelainen; Vahid Farrahi
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errSave
XFuse: Multi-sensor CNN transformer fusion with cross attention and quality aware curriculum learning for high resolution fractional snow cover mapping
errISPRS Journal of Photogrammetry and Remote Sensing
IF12.2
err2026-05-23
err0
errOAAI
errGetnet Demil; Mourad Oussalah
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errSave
Large Language Models for Explainable Medical Text Summarization: A Systematic Literature Review
errwires data mining and knowledge discovery
IF0
err2026-04-28
err0
errOAAI
errAleka Melese Ayalew; Md Rabiul Hasan; Tapio Seppänen; Mourad Oussalah
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errSave
Towards reliable multimodal disaster severity assessment through preference optimization and explainable vision-language reasoning
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2026-04-05
err0
errOAAI
errYuanjun Zhang; Fuzel Ahamed Shaik; Suvojit Acharjee; Fahad Khalid; Mourad Oussalah
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errSave
Deployable image forgery detection and localization: A comprehensive review and practitioner´s guide
errExpert Systems with Applications
IF7.5
err2026-01-27
err0
errOAAI
errMaryam Munawar; Mourad Oussalah
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errSave
Workbench Review for Biometrics Face Verification Systems Analysis Studies
errBRAIN-BROAD RESEARCH IN ARTIFICIAL INTELLIGENCE AND NEUROSCIENCE
IF0.5
err2025-12-01
err0
PREAI
errSoltane, Mohamed; Oussalah, Mourad; Belmeguena, Aissa
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errSave
Crisis communication and media influence during Nokia water contamination event
errProgress in Disaster Science
IF3.8
err2025-11-20
err0
errOAAI
errVishal Kumar; Frank Hopfgartner; Pekka Rossi; Mourad Oussalah
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errSave
An explainable hybrid deep learning system for tuberculosis detection with Grad-CAM
errDISCOVER COMPUTING
IF0
err2025-11-12
err0
errOAAI
errAyalew, Aleka Melese; Asnake, Nigus Wereta; Demil, Getnet; Oussalah, Mourad
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errSave
Recipe popularity prediction in Finnish social media: integrating visual and non-visual features
errSocial Network Analysis and Mining
IF2.8
err2025-11-12
err0
errOAAI
errRostami, Mehrdad; Akbari, Mahdi; Akbari, Mobarakeh; Faramarzzadeh, Marzie; Virtanen, Ilpo; Oussalah, Mourad
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errSave
HyOCNN: Hybrid-optimized convolutional neural network for robust image classification
errBiomedical Signal Processing and Control
IF4.9
err2025-11-06
err0
PREAI
errKarmand Hussein Abdalla; Fatemeh Daneshfar; Eghbal Hosseini; Mourad Oussalah
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errSave
Accurate Indoor Localization Based on Path-Overlap Estimation
errWIRELESS PERSONAL COMMUNICATIONS
IF2.2
err2025-10-01
err0
PREAI
errZier, Adel; Fergani, Lamya; Oussalah, Mourad
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errSave
Correction: A healthy and reliable rating profile expansion approach to address data sparsity in food recommendation systems
errKnowledge and Information Systems
IF3.1
err2025-07-30
err0
errOAAI
errSajad Ahmadian; Mehrdad Rostami; Seyed Mohammad Jafar Jalali; Mourad Oussalah; Vahid Farrahi
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errSave
Seeing through the clouds: enhanced snow and cloud segmentation in sentinel-2 imagery with mDeepLabV3+
errEarth Science Informatics
IF3
err2025-07-28
err0
errOAAI
errGetnet Demil; Ali Torabi Haghighi; Björn Klöve; Mourad Oussalah
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errSave
Advances in image-based estimation of snow variable: A systematic literature review on recent studies
errJOURNAL OF HYDROLOGY
IF6.3
err2025-06-01
err0
errOAAI
errDemil, Getnet; Haghighi, Ali Torabi; Klove, Bjorn; Oussalah, Mourad
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A healthy and reliable rating profile expansion approach to address data sparsity in food recommendation systems
errKNOWLEDGE AND INFORMATION SYSTEMS
IF3.1
err2025-01-20
err0
errOAAI
errAhmadian, Sajad; Rostami, Mehrdad; Jalali, Seyed Mohammad Jafar; Oussalah, Mourad; Farrahi, Vahid
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errSave
An overview of approaches for reducing uncertainties in hydrological forecasting: Progress and challenges
errEarth-Science Reviews
IF10
err2024-11-01
err2
errOAAI
errPanchanathan, Anandharuban; Ahrari, Amirhossein; Ghag, Kedar Surendranath; Mustafa, Syed; Haghighi, Ali Torabi; Klove, Bjorn; Oussalah, Mourad
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errSave
Saliency-based video summarization for face anti-spoofing
errPATTERN RECOGNITION LETTERS
IF3.3
err2024-09-01
err0
errOAAI
errMuhammad, Usman; Oussalah, Mourad; Laaksonen, Jorma
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errSave

Research Directions

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Co-authors
Cooperation Journals
V
Victor Chang
H-index: 80 · Papers: 640
S
Sébastien Chastin
H-index: 69 · Papers: 320
A
Aleš Leonardis
H-index: 56 · Papers: 432
B
Bjørn Kløve
H-index: 54 · Papers: 477
S
Shahab S. Band
H-index: 53 · Papers: 289
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