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Mourad Oussalah 0002
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Publications
- 2024
- [j79]Muhidin Mohamed, Mourad Oussalah, Victor Chang:
SDbQfSum: Query-focused summarization framework based on diversity and text semantic analysis. Expert Syst. J. Knowl. Eng. 41(1) (2024) - [j78]Yazid Bounab, Mourad Oussalah, Nabil Arhab, Salah Eddine Bekhouche:
Towards job screening and personality traits estimation from video transcriptions. Expert Syst. Appl. 238(Part E): 122016 (2024) - [j77]Vahid Farrahi, Paul J. Collings, Mourad Oussalah:
Deep learning of movement behavior profiles and their association with markers of cardiometabolic health. BMC Medical Informatics Decis. Mak. 24(1): 74 (2024) - [c77]Mehrdad Rostami, Ali Vardasbi, Mohammad Aliannejadi, Mourad Oussalah:
Emotional Insights for Food Recommendations. ECIR (2) 2024: 238-253 - 2023
- [j74]Mehrdad Rostami, Mourad Oussalah, Kamal Berahmand, Vahid Farrahi:
Community Detection Algorithms in Healthcare Applications: A Systematic Review. IEEE Access 11: 30247-30272 (2023) - [j73]Djamila Romaissa Beddiar, Mourad Oussalah, Tapio Seppänen:
Automatic captioning for medical imaging (MIC): a rapid review of literature. Artif. Intell. Rev. 56(5): 4019-4076 (2023) - [j72]Nabil Arhab, Mourad Oussalah, Yazid Bounab:
Analysis of user's car parking behaviour through twitter hashtags. Expert Syst. J. Knowl. Eng. 40(6) (2023) - [j71]Mehrdad Rostami, Vahid Farrahi, Sajad Ahmadian, Seyed Mohammad Jafar Jalali, Mourad Oussalah:
A novel healthy and time-aware food recommender system using attributed community detection. Expert Syst. Appl. 221: 119719 (2023) - [j70]Vahid Farrahi, Usman Muhammad, Mehrdad Rostami, Mourad Oussalah:
AccNet24: A deep learning framework for classifying 24-hour activity behaviours from wrist-worn accelerometer data under free-living environments. Int. J. Medical Informatics 172: 105004 (2023) - [j69]Md Saroar Jahan, Mourad Oussalah:
A systematic review of hate speech automatic detection using natural language processing. Neurocomputing 546: 126232 (2023) - [j68]Mehdi Elahi, Danial Khosh Kholgh, Mohammad Sina Kiarostami, Mourad Oussalah, Sorush Saghari:
Hybrid recommendation by incorporating the sentiment of product reviews. Inf. Sci. 625: 738-756 (2023) - [j66]Djamila Romaissa Beddiar, Mourad Oussalah, Usman Muhammad, Tapio Seppänen:
A Deep learning based data augmentation method to improve COVID-19 detection from medical imaging. Knowl. Based Syst. 280: 110985 (2023) - [j65]Mohamed Berrimi, Mourad Oussalah, Abdelouahab Moussaoui, Mohamed Saidi:
Attention Mechanism Architecture for Arabic Sentiment Analysis. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22(4): 107:1-107:26 (2023) - [c76]Djamila Romaissa Beddiar, Mourad Oussalah, Tapio Seppänen:
Retrieved Generative Captioning for Medical Images. CBMI 2023: 48-54 - [c75]Usman Muhammad, Mourad Oussalah:
Self-Supervised Face Presentation Attack Detection with Dynamic Grayscale Snippets. FG 2023: 1-6 - [c74]Mohamed Berrimi, Mourad Oussalah, Rachid Jennane:
A 3D Deep Learning Approach for Meniscus Tear Severity at the Region-level. IPTA 2023: 1-6 - [c73]Md Saroar Jahan, Mominul Islam, Md Sanjid Hossain, Jhuma Kabir Mim, Mourad Oussalah, Nasrin Akter:
Road Condition Detection and Crowdsourced Data Collection for Accident Prevention: A Deep Learning Approach. IPTA 2023: 1-6 - [c72]Usman Muhammad, Md. Ziaul Hoque, Mourad Oussalah, Jorma Laaksonen:
Deep Ensemble Learning with Frame Skipping for Face Anti-Spoofing. IPTA 2023: 1-6 - [c71]Skander Hamdi, Abdelouahab Moussaoui, Mafaza Chabane, Ayoub Laouarem, Mohamed Berrimi, Mourad Oussalah:
Uncovering Linguistic Patterns: Exploring Ensemble Learning and Low-Level Features for Identifying Spoken Arabic, English, Spanish, and German. PAIS 2023: 1-8 - [c70]Mehrdad Rostami, Mohammad Aliannejadi, Mourad Oussalah:
Towards Health-Aware Fairness in Food Recipe Recommendation. RecSys 2023: 1184-1189 - [i13]Usman Muhammad, Djamila Romaissa Beddiar, Mourad Oussalah:
Domain Generalization via Ensemble Stacking for Face Presentation Attack Detection. CoRR abs/2301.02145 (2023) - [i12]Usman Muhammad, Md. Ziaul Hoque, Mourad Oussalah, Jorma Laaksonen:
Deep Ensemble Learning with Frame Skipping for Face Anti-Spoofing. CoRR abs/2307.02858 (2023) - [i11]Usman Muhammad, Mourad Oussalah, Md. Ziaul Hoque, Jorma Laaksonen:
Saliency-based Video Summarization for Face Anti-spoofing. CoRR abs/2308.12364 (2023) - [i10]Usman Muhammad, Mourad Oussalah, Jorma Laaksonen:
Semi-Supervised learning for Face Anti-Spoofing using Apex frame. CoRR abs/2309.04958 (2023) - [i9]Jhuma Kabir Mim, Mourad Oussalah, Akash Singhal:
Cross-Linguistic Offensive Language Detection: BERT-Based Analysis of Bengali, Assamese, & Bodo Conversational Hateful Content from Social Media. CoRR abs/2312.10528 (2023) - 2022
- [j64]Mehrdad Rostami, Mourad Oussalah, Vahid Farrahi:
A Novel Time-Aware Food Recommender-System Based on Deep Learning and Graph Clustering. IEEE Access 10: 52508-52524 (2022) - [j63]Mehrdad Rostami, Saman Forouzandeh, Kamal Berahmand, Mina Soltani, Meisam Shahsavari, Mourad Oussalah:
Gene selection for microarray data classification via multi-objective graph theoretic-based method. Artif. Intell. Medicine 123: 102228 (2022) - [j62]Saeid Azadifar, Mehrdad Rostami, Kamal Berahmand, Parham Moradi, Mourad Oussalah:
Graph-based relevancy-redundancy gene selection method for cancer diagnosis. Comput. Biol. Medicine 147: 105766 (2022) - [j61]Sajad Ahmadian, Mehrdad Rostami, Seyed Mohammad Jafar Jalali, Mourad Oussalah, Vahid Farrahi:
Healthy Food Recommendation Using a Time-Aware Community Detection Approach and Reliability Measurement. Int. J. Comput. Intell. Syst. 15(1): 105 (2022) - [j60]Mehrdad Rostami, Usman Muhammad, Saman Forouzandeh, Kamal Berahmand, Vahid Farrahi, Mourad Oussalah:
An effective explainable food recommendation using deep image clustering and community detection. Intell. Syst. Appl. 16: 200157 (2022) - [j59]Nabil Arhab, Mourad Oussalah, Md Saroar Jahan:
Social media analysis of car parking behavior using similarity based clustering. J. Big Data 9(1): 74 (2022) - [j58]Skander Hamdi, Mourad Oussalah, Abdelouahab Moussaoui, Mohamed Saidi:
Attention-based hybrid CNN-LSTM and spectral data augmentation for COVID-19 diagnosis from cough sound. J. Intell. Inf. Syst. 59(2): 367-389 (2022) - [j57]Yazid Bounab, Mourad Oussalah:
A new knowledge discovery approach for mining business trade barriers. J. Intell. Inf. Syst. 59(3): 567-590 (2022) - [j56]Djamila Romaissa Beddiar, Mourad Oussalah, Brahim Nini:
Fall detection using body geometry and human pose estimation in video sequences. J. Vis. Commun. Image Represent. 82: 103407 (2022) - [j55]Usman Muhammad, Md. Ziaul Hoque, Mourad Oussalah, Anja Keskinarkaus, Tapio Seppänen, Pinaki Sarder:
SAM: Self-augmentation mechanism for COVID-19 detection using chest X-ray images. Knowl. Based Syst. 241: 108207 (2022) - [j54]Farid Saberi-Movahed, Mehrdad Rostami, Kamal Berahmand, Saeed Karami, Prayag Tiwari, Mourad Oussalah, Shahab S. Band:
Dual Regularized Unsupervised Feature Selection Based on Matrix Factorization and Minimum Redundancy with application in gene selection. Knowl. Based Syst. 256: 109884 (2022) - [j53]Mehrdad Rostami, Mourad Oussalah:
A novel attributed community detection by integration of feature weighting and node centrality. Online Soc. Networks Media 30: 100219 (2022) - [j52]Mourad Oussalah, Muhidin A. Mohamed:
Knowledge-based sentence semantic similarity: algebraical properties. Prog. Artif. Intell. 11(1): 43-63 (2022) - [j51]Usman Muhammad, Md. Ziaul Hoque, Weiqiang Wang, Mourad Oussalah:
Patch-Based Discriminative Learning for Remote Sensing Scene Classification. Remote. Sens. 14(23): 5913 (2022) - [j50]Nabil Arhab, Mourad Oussalah, Henna Kokkonen, Ari Ollakka:
Analysis of car parking industry from social community perspective. Soc. Netw. Anal. Min. 12(1): 162 (2022) - [j49]Nabil Arhab, Mourad Oussalah, Henna Kokkonen, Ari Ollakka:
Correction to: Analysis of car parking industry from social community perspective. Soc. Netw. Anal. Min. 12(1): 176 (2022) - [c68]Nabil Arhab, Mourad Oussalah, Johannes Jutila, Tarja Outila:
Toward Car Parking Wellbeing Index. UbiComp/ISWC Adjunct 2022: 153-158 - [c67]Merhrdad Rostami, Vahid Farahi, Kamal Berahmand, Saman Forouzandeh, Sajad Ahmadian, Mourad Oussalah:
A Novel Explainable and Health-aware Food Recommender System. KDIR 2022: 208-215 - [c65]Djamila Romaissa Beddiar, Mourad Oussalah, Tapio Seppänen:
Explainability for Medical Image Captioning. IPTA 2022: 1-6 - [c64]Sofeem Nasim, Mourad Oussalah, Tarja Outila, Johannes Jutila:
Smart Parking System with PlacePod, LoRaWAn IoT sensors and Android app. IRI 2022: 278-284 - [c63]Md Saroar Jahan, Mourad Oussalah, Nabil Arhab:
Finnish Hate-Speech Detection on Social Media Using CNN and FinBERT. LREC 2022: 876-882 - [c62]Md Saroar Jahan, Djamila Romaissa Beddiar, Mourad Oussalah, Muhidin Mohamed:
Data Expansion Using WordNet-based Semantic Expansion and Word Disambiguation for Cyberbullying Detection. LREC 2022: 1761-1770 - [i8]Usman Muhammad, Mourad Oussalah:
Self-Supervised Face Presentation Attack Detection with Dynamic Grayscale Snippets. CoRR abs/2208.13070 (2022) - [i7]Usman Muhammad, Mourad Oussalah:
Face Anti-Spoofing from the Perspective of Data Sampling. CoRR abs/2208.13164 (2022) - 2021
- [j48]Soraya Zehani, Abdeldjalil Ouahabi, Mourad Oussalah, Malika Mimi, Abdelmalik Taleb-Ahmed:
Bone microarchitecture characterization based on fractal analysis in spatial frequency domain imaging. Int. J. Imaging Syst. Technol. 31(1): 141-159 (2021) - [j46]Djamila Romaissa Beddiar, Md Saroar Jahan, Mourad Oussalah:
Data expansion using back translation and paraphrasing for hate speech detection. Online Soc. Networks Media 24: 100153 (2021) - [c61]Mehrdad Rostami, Mourad Oussalah:
Gene Selection for Cancer Diagnosis via Iterative Graph Clustering-Based Approach Communication. SMARTERCARE@AI*IA 2021: 1-6 - [c60]Djamila Romaissa Beddiar, Mourad Oussalah, Tapio Seppänen:
Attention-based CNN-GRU Model For Automatic Medical Images Captioning: ImageCLEF 2021. CLEF (Working Notes) 2021: 1160-1173 - [c59]Md Saroar Jahan, Mourad Oussalah, Jhuma Kabir Mim, Mominul Islam:
Offensive Language Identification Using Hindi-English Code-Mixed Tweets and Code-Mixed Data Augmentation. FIRE (Working Notes) 2021: 226-238 - [c58]Md Saroar Jahan, Djamila Romaissa Beddiar, Mourad Oussalah, Nabil Arhab, Yazid Bounab:
Hate and Offensive Language Detection using BERT for English Subtask A. FIRE (Working Notes) 2021: 262-272 - [i6]Md Saroar Jahan, Mourad Oussalah:
A systematic review of Hate Speech automatic detection using Natural Language Processing. CoRR abs/2106.00742 (2021) - [i5]Djamila Romaissa Beddiar, Md Saroar Jahan, Mourad Oussalah:
Data Expansion using Back Translation and Paraphrasing for Hate Speech Detection. CoRR abs/2106.04681 (2021) - [i4]Amine Abdaoui, Mohamed Berrimi, Mourad Oussalah, Abdelouahab Moussaoui:
DziriBERT: a Pre-trained Language Model for the Algerian Dialect. CoRR abs/2109.12346 (2021) - 2020
- [j43]Abhinay Pandya, Mourad Oussalah, Paola Monachesi, Panos Kostakos:
On the use of distributed semantics of tweet metadata for user age prediction. Future Gener. Comput. Syst. 102: 437-452 (2020) - [j41]Muhidin A. Mohamed, Mourad Oussalah:
A hybrid approach for paraphrase identification based on knowledge-enriched semantic heuristics. Lang. Resour. Evaluation 54(2): 457-485 (2020) - [c57]Djamila Romaissa Beddiar, Mourad Oussalah, Brahim Nini, Yazid Bounab:
Vision-Based Fall Detection Using Body Geometry. ICPR Workshops (4) 2020: 170-185 - [c55]Djamila Romaissa Beddiar, Mourad Oussalah, Brahim Nini:
Vision-Based Multi-Modal Framework for Action Recognition. ICPR 2020: 5859-5866 - [c54]Abhinay Pandya, Mourad Oussalah, Panos Kostakos, Ummul Fatima:
MaTED: Metadata-Assisted Twitter Event Detection System. IPMU (1) 2020: 402-414 - [c53]Djamila Romaissa Beddiar, Mourad Oussalah, Brahim Nini, Yazid Bounab:
Fall Detection using Body Geometry in Video Sequences. IPTA 2020: 1-5 - [c52]Yazid Bounab, Mourad Oussalah, Djamila Romaissa Beddiar:
Impact of Quality Of Images On Users Behavior On Social Media. IPTA 2020: 1-6 - [c51]Yazid Bounab, Mourad Oussalah, Ahlam Ferdenache:
Reconciling Image Captioning and User's Comments for Urban Tourism. IPTA 2020: 1-6 - [c50]Skander Hamdi, Abdelouahab Moussaoui, Mourad Oussalah, Mohamed Saidi:
Gender Identification from Arabic Speech Using Machine Learning. MISC 2020: 149-162 - 2019
- [j39]J. Tuovenen, Mourad Oussalah, Panos Kostakos:
MAuto: Automatic Mobile Game Testing Tool Using Image-Matching Based Approach. Comput. Games J. 8(3-4): 215-239 (2019) - [j38]Muhidin A. Mohamed, Mourad Oussalah:
SRL-ESA-TextSum: A text summarization approach based on semantic role labeling and explicit semantic analysis. Inf. Process. Manag. 56(4): 1356-1372 (2019) - [j37]Hakima Zouaoui, Abdelouahab Moussaoui, Mourad Oussalah, Abdelmalik Taleb-Ahmed:
A Robust Method for MR Image Segmentation and Multiple Scleroses Detection. J. Medical Imaging Health Informatics 9(6): 1119-1130 (2019) - [c47]Abhinay Pandya, Panos Kostakos, Hassan Mehmood, Marta Cortés, Ekaterina Gilman, Mourad Oussalah, Susanna Pirttikangas:
Privacy preserving sentiment analysis on multiple edge data streams with Apache NiFi. EISIC 2019: 130-133 - [c46]Panos Kostakos, Somkiadcharoen Robroo, Bofan Lin, Mourad Oussalah:
Crime Prediction Using Hotel Reviews? EISIC 2019: 134-137 - 2018
- [c42]Jiyan Lu, Panos A. Kostakos, Mourad Oussalah, Susanna Pirttikangas:
SemanPhone: Combining Semantic and Phonetic Word Association in Verbal Learning Context. ASONAM 2018: 1047-1052 - [c41]Panos Kostakos, Markus Nykanen, Mikael Martinviita, Abhinay Pandya, Mourad Oussalah:
Meta-Terrorism: Identifying Linguistic Patterns in Public Discourse After an Attack. ASONAM 2018: 1079-1083 - [c40]Panos Kostakos, Lucie Sprachalova, Abhinay Pandya, Mohamed Aboeleinen, Mourad Oussalah:
Covert Online Ethnography and Machine Learning for Detecting Individuals at Risk of Being Drawn into Online Sex Work. ASONAM 2018: 1096-1099 - [c39]Panos Kostakos, Abhinay Pandya, Olga Kyriakouli, Mourad Oussalah:
Inferring Demographic Data of Marginalized Users in Twitter with Computer Vision APIs. EISIC 2018: 81-84 - [c38]Mourad Oussalah, F. Faroughian, Panos Kostakos:
On Detecting Online Radicalization Using Natural Language Processing. IDEAL (2) 2018: 21-27 - [c36]Abhinay Pandya, Mourad Oussalah, Paola Monachesi, Panos Kostakos, Lauri Lovén:
On the Use of URLs and Hashtags in Age Prediction of Twitter Users. IRI 2018: 62-69 - [c35]Mourad Oussalah, Mikko Vaisanen, Ekaterina Gilman:
On Wordsense Disambiguation through Morphological Transformation and Semantic Distance and Domain Link Knowledge. IRI 2018: 117-121 - [c33]Panos Kostakos, Abhinay Pandya, Mourad Oussalah, Simo Hosio, Christoph F. Breidbach, Vassilis Kostakos, Niels van Berkel, Olga Kyriakouli, Arash Sattari:
Correlating Refugee Border Crossings with Internet Search Data. IRI 2018: 264-268 - [c32]Muhidin A. Mohamed, Mourad Oussalah:
Semantic and Heuristic Based Approach for Paraphrase Identification. SKG 2018: 203-210 - 2017
- [j34]Azeddine Benlamoudi, Kamal Eddine Aiadi, Abdelkrim Ouafi, Djamel Samai, Mourad Oussalah:
Face antispoofing based on frame difference and multilevel representation. J. Electronic Imaging 26(4): 43007 (2017) - [c29]Panos Kostakos, Miika Moilanen, Arttu Niemelä, Mourad Oussalah:
Catchem: A Browser Plugin for the Panama Papers Using Approximate String Matching. EISIC 2017: 139-142 - [c27]Abhinay Pandya, Mourad Oussalah:
Novel Semantics-based Distributed Representations for Message Polarity Classification using Deep Convolutional Neural Networks. KDIR 2017: 71-82 - [c26]Mourad Oussalah, Panos Kostakos:
On Web Based Sentence Similarity for Paraphrasing Detection. KDIR 2017: 289-292 - [c25]Youngsu Dong, Mourad Oussalah, Lauri Lovén:
A on Spam Filtering Classification: A Majority Voting like Approach. KDIR 2017: 293-301 - 2016
- [c24]Hakima Zouaoui, Abdelouahab Moussaoui, Abdelmalik Taleb-Ahmed, Mourad Oussalah:
A New Optimal Neuro-Fuzzy Inference System for MR Image Classification and Multiple Scleroses Detection. BIC-TA (1) 2016: 487-493 - [c23]Muhidin A. Mohamed, Mourad Oussalah:
An Iterative Graph-Based Generic Single and Multi Document Summarization Approach Using Semantic Role Labeling and Wikipedia Concepts. BigDataService 2016: 117-120 - [c22]Soraya Zehani, Abdeljalil Ouahabi, Mourad Oussalah, Malika Mimi, Abdelmalik Taleb-Ahmed:
New and robust method for trabecular bone texture based on fractal dimension. IECON 2016: 992-997 - 2015
- [j29]Zahir Messaoudi, Mourad Oussalah:
Multiple target tracking using particle filtering and multiple model for manoeuvring targets. Int. J. Autom. Control. 9(4): 303-332 (2015) - [c19]Muhidin A. Mohamed, Mourad Oussalah:
Similarity-Based Query-Focused Multi-document Summarization Using Crowdsourced and Manually-built Lexical-Semantic Resources. TrustCom/BigDataSE/ISPA (2) 2015: 80-87 - 2012
- [j25]Ahmed Dallil, Abdelaziz Ouldali, Mourad Oussalah:
Data Association in Multi-target Tracking Using Belief Function. J. Intell. Robotic Syst. 67(3-4): 219-227 (2012) - 2010
- [j24]Mourad Oussalah, Zahir Messaoudi, Abdelaziz Ouldali:
Track-To-Track Measurement Fusion Architectures and Correlation Analysis. J. Univers. Comput. Sci. 16(1): 37-61 (2010) - [c12]Ahmed Dallil, Mourad Oussalah, Abdelaziz Ouldali:
Evidential Data Association Filter. IPMU (1) 2010: 209-217 - 2008
- [c11]Zahir Messaoudi, Abdelaziz Ouldali, Mourad Oussalah:
Joint Multiple Target Tracking and Classification Using Controlled Based Cheap JPDA-Multiple Model Particle Filter in Cluttered Environment. ICISP 2008: 562-569
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