Mourad Oussalah

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 121

Top Venues

Publications

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)
Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh, Sajad Ahmadian, Vahid Farrahi, Mourad Oussalah
A novel healthy food recommendation to user groups based on a deep social community detection approach. Neurocomputing 576 (2024)
Saman Forouzandeh, Kamal Berahmand, Mehrdad Rostami, Aliyeh Aminzadeh, Mourad Oussalah
UIFRS-HAN: User interests-aware food recommender system based on the heterogeneous attention network. Eng. Appl. Artif. Intell. 135 (2024)
Xiaowen Wang, Mourad Oussalah, Mika Niemela, Tiina Ristikari
Correction: Mapping Insights from News Articles to Tackle Low Birth Rate and Parenthood in Finland. SN Comput. Sci. 5 (3) (2024)
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) (2024)
Sajad Ahmadian, Mehrdad Rostami, Vahid Farrahi, Mourad Oussalah
A novel physical activity recognition approach using deep ensemble optimized transformers and reinforcement learning. Neural Networks 173 (2024)
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) (2024)
Mehrdad Rostami, Ali Vardasbi, Mohammad Aliannejadi, Mourad Oussalah
Emotional Insights for Food Recommendations. ECIR (2) (2024)
Xiaowen Wang, Mourad Oussalah, Mika Niemela, Tiina Ristikari
Mapping Insights from News Articles to Tackle Low Birth Rate and Parenthood in Finland. SN Comput. Sci. 5 (1) (2024)
Md Saroar Jahan, Mourad Oussalah, Djamila Romaissa Beddiar, Jhuma Kabir Mim, Nabil Arhab
A Comprehensive Study on NLP Data Augmentation for Hate Speech Detection: Legacy Methods, BERT, and LLMs. CoRR (2024)
Md Saroar Jahan, Mourad Oussalah
A systematic review of hate speech automatic detection using natural language processing. Neurocomputing 546 (2023)
Mehdi Elahi, Danial Khosh Kholgh, Mohammad Sina Kiarostami, Mourad Oussalah, Sorush Saghari
Hybrid recommendation by incorporating the sentiment of product reviews. Inf. Sci. 625 (2023)
Usman Muhammad, Mourad Oussalah
Self-Supervised Face Presentation Attack Detection with Dynamic Grayscale Snippets. FG (2023)
Usman Muhammad, Djamila Romaissa Beddiar, Mourad Oussalah
Domain Generalization via Ensemble Stacking for Face Presentation Attack Detection. CoRR (2023)
Yala Nawal, Mourad Oussalah, Belkacem Fergani, Anthony Fleury
New incremental SVM algorithms for human activity recognition in smart homes. J. Ambient Intell. Humaniz. Comput. 14 (10) (2023)
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 (2023)
Usman Muhammad, Md. Ziaul Hoque, Mourad Oussalah, Jorma Laaksonen
Deep Ensemble Learning with Frame Skipping for Face Anti-Spoofing. IPTA (2023)
Mehrdad Rostami, Mohammad Aliannejadi, Mourad Oussalah
Towards Health-Aware Fairness in Food Recipe Recommendation. RecSys (2023)
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. FIRE (Working Notes) (2023)
Djamila Romaissa Beddiar, Mourad Oussalah, Tapio Seppänen
Retrieved Generative Captioning for Medical Images. CBMI (2023)
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) (2023)
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 (2023)
Usman Muhammad, Mourad Oussalah, Md. Ziaul Hoque, Jorma Laaksonen
Saliency-based Video Summarization for Face Anti-spoofing. CoRR (2023)
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 (2023)
Mehrdad Rostami, Mourad Oussalah, Kamal Berahmand, Vahid Farrahi
Community Detection Algorithms in Healthcare Applications: A Systematic Review. IEEE Access 11 (2023)
Usman Muhammad, Md. Ziaul Hoque, Mourad Oussalah, Jorma Laaksonen
Deep Ensemble Learning with Frame Skipping for Face Anti-Spoofing. CoRR (2023)
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 (2023)
Mohamed Berrimi, Mourad Oussalah, Rachid Jennane
A 3D Deep Learning Approach for Meniscus Tear Severity at the Region-level. IPTA (2023)
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)
Djamila Romaissa Beddiar, Mourad Oussalah, Tapio Seppänen
Automatic captioning for medical imaging (MIC): a rapid review of literature. Artif. Intell. Rev. 56 (5) (2023)
Nabil Arhab, Mourad Oussalah, Yazid Bounab
Analysis of user's car parking behaviour through twitter hashtags. Expert Syst. J. Knowl. Eng. 40 (6) (2023)
Usman Muhammad, Mourad Oussalah, Jorma Laaksonen
Semi-Supervised learning for Face Anti-Spoofing using Apex frame. CoRR (2023)
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 (2022)
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 (2022)
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) (2022)
Usman Muhammad, Mourad Oussalah
Self-Supervised Face Presentation Attack Detection with Dynamic Grayscale Snippets. CoRR (2022)
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) (2022)
Md Saroar Jahan, Mourad Oussalah, Nabil Arhab
Finnish Hate-Speech Detection on Social Media Using CNN and FinBERT. LREC (2022)
Nabil Arhab, Mourad Oussalah, Johannes Jutila, Tarja Outila
Toward Car Parking Wellbeing Index. UbiComp/ISWC Adjunct (2022)
Mehrdad Rostami, Mourad Oussalah
A novel attributed community detection by integration of feature weighting and node centrality. Online Soc. Networks Media 30 (2022)
Sofeem Nasim, Mourad Oussalah, Tarja Outila, Johannes Jutila
Smart Parking System with PlacePod, LoRaWAn IoT sensors and Android app. IRI (2022)
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) (2022)
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 (2022)
Usman Muhammad, Md. Ziaul Hoque, Weiqiang Wang, Mourad Oussalah
Patch-Based Discriminative Learning for Remote Sensing Scene Classification. Remote. Sens. 14 (23) (2022)
Xiaowen Wang, Mourad Oussalah, Mika Niemelä, Tiina Ristikari
Parenthood Mining Using Hashtag Social Network Mining Approach. CSCI (2022)
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 (2022)
Mehrdad Rostami, Mourad Oussalah, Vahid Farrahi
A Novel Time-Aware Food Recommender-System Based on Deep Learning and Graph Clustering. IEEE Access 10 (2022)
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 (2022)
Saeid Azadifar, Mehrdad Rostami, Kamal Berahmand, Parham Moradi, Mourad Oussalah
Graph-based relevancy-redundancy gene selection method for cancer diagnosis. Comput. Biol. Medicine 147 (2022)
Djamila Romaissa Beddiar, Mourad Oussalah, Tapio Seppänen
Explainability for Medical Image Captioning. IPTA (2022)
Mourad Oussalah, Muhidin A. Mohamed
Knowledge-based sentence semantic similarity: algebraical properties. Prog. Artif. Intell. 11 (1) (2022)
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)
Merhrdad Rostami, Vahid Farahi, Kamal Berahmand, Saman Forouzandeh, Sajad Ahmadian, Mourad Oussalah
A Novel Explainable and Health-aware Food Recommender System. KDIR (2022)
Anandharuban Panchanathan, Mourad Oussalah, Ali Torabi Haghighi
Assessment of Reservoir Inflow Prediction Through Constraining SWAT Parameters to Remotely Sensed ET Data in Data Scarce Region of Chennai, India. IGARSS (2022)
Yazid Bounab, Mourad Oussalah
A new knowledge discovery approach for mining business trade barriers. J. Intell. Inf. Syst. 59 (3) (2022)
Usman Muhammad, Mourad Oussalah
Face Anti-Spoofing from the Perspective of Data Sampling. CoRR (2022)
Nabil Arhab, Mourad Oussalah, Henna Kokkonen, Ari Ollakka
Analysis of car parking industry from social community perspective. Soc. Netw. Anal. Min. 12 (1) (2022)
Nabil Arhab, Mourad Oussalah, Md Saroar Jahan
Social media analysis of car parking behavior using similarity based clustering. J. Big Data 9 (1) (2022)
Djamila Romaissa Beddiar, Md Saroar Jahan, Mourad Oussalah
Data Expansion using Back Translation and Paraphrasing for Hate Speech Detection. CoRR (2021)
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)
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)
Djamila Romaissa Beddiar, Md Saroar Jahan, Mourad Oussalah
Data expansion using back translation and paraphrasing for hate speech detection. Online Soc. Networks Media 24 (2021)
Mehrdad Rostami, Mourad Oussalah
Gene Selection for Cancer Diagnosis via Iterative Graph Clustering-Based Approach Communication. SMARTERCARE@AI*IA (2021)
Jingjing Xiao, Mourad Oussalah
Robust model adaption for colour-based particle filter tracking with contextual information. J. Vis. Commun. Image Represent. 79 (2021)
Djamila Romaissa Beddiar, Mourad Oussalah, Tapio Seppänen
Attention-based CNN-GRU Model For Automatic Medical Images Captioning: ImageCLEF 2021. CLEF (Working Notes) (2021)
Md Saroar Jahan, Mourad Oussalah
A systematic review of Hate Speech automatic detection using Natural Language Processing. CoRR (2021)
Amine Abdaoui, Mohamed Berrimi, Mourad Oussalah, Abdelouahab Moussaoui
DziriBERT: a Pre-trained Language Model for the Algerian Dialect. CoRR (2021)
Elie Chicha, Bechara al Bouna, Mohamed Nassar, Richard Chbeir, Ramzi A. Haraty, Mourad Oussalah, Djamal Benslimane, Mansour Naser Alraja
A User-Centric Mechanism for Sequentially Releasing Graph Datasets under Blowfish Privacy. ACM Trans. Internet Techn. 21 (1) (2021)
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) (2021)
Skander Hamdi, Abdelouahab Moussaoui, Mourad Oussalah, Mohamed Saidi
Gender Identification from Arabic Speech Using Machine Learning. MISC (2020)
Muhidin A. Mohamed, Mourad Oussalah
A hybrid approach for paraphrase identification based on knowledge-enriched semantic heuristics. Lang. Resour. Evaluation 54 (2) (2020)
Djamila Romaissa Beddiar, Mourad Oussalah, Brahim Nini
Vision-Based Multi-Modal Framework for Action Recognition. ICPR (2020)
Mohamed Berrimi, Abdelouahab Moussaoui, Mourad Oussalah, Mohamed Saidi
Arabic Dialects Identification: North African Dialects Case Study. IAM (2020)
Naima Mezhoud, Mourad Oussalah, Abdelouahab Zaatri, Zoheir Hammoudi
Hybrid Kriging and multilayer perceptron neural network technique for coverage prediction in cellular networks. Int. J. Parallel Emergent Distributed Syst. 35 (6) (2020)
Abhinay Pandya, Mourad Oussalah, Panos Kostakos, Ummul Fatima
MaTED: Metadata-Assisted Twitter Event Detection System. IPMU (1) (2020)
Djamila Romaissa Beddiar, Mourad Oussalah, Brahim Nini, Yazid Bounab
Vision-Based Fall Detection Using Body Geometry. ICPR Workshops (4) (2020)
Marwan Alakhras, Mourad Oussalah, Mousa I. Hussein
A survey of fuzzy logic in wireless localization. EURASIP J. Wirel. Commun. Netw. 2020 (1) (2020)
Yazid Bounab, Mourad Oussalah, Ahlam Ferdenache
Reconciling Image Captioning and User's Comments for Urban Tourism. IPTA (2020)
Mourad Oussalah
AI Explainability. A Bridge Between Machine Vision and Natural Language Processing. ICPR Workshops (3) (2020)
Marwan Alakhras, Mousa I. Hussein, Mourad Oussalah
Location Fixing and Fingerprint Matching Fingerprint Map Construction for Indoor Localization. J. Sensors 2020 (2020)
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 (2020)
Yazid Bounab, Mourad Oussalah, Djamila Romaissa Beddiar
Impact of Quality Of Images On Users Behavior On Social Media. IPTA (2020)
Djamila Romaissa Beddiar, Mourad Oussalah, Brahim Nini, Yazid Bounab
Fall Detection using Body Geometry in Video Sequences. IPTA (2020)
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)
Matti Eteläperä, Mourad Oussalah
Exploration of Quantitative Factors Affecting the Popularity of Users in an Online Community. ISPA/BDCloud/SocialCom/SustainCom (2019)
Mourad Oussalah
Keynote Speech 5: Social Network Analysis. Why is it needed? How to do it? What can we expect from it? SNAMS (2019)
Eetu Haapamäki, Juho Mikkola, Markus Hirsimäki, Mourad Oussalah
Mining Security discussions in Suomi24. EISIC (2019)
J. Tuovenen, Mourad Oussalah, Panos Kostakos
MAuto: Automatic Mobile Game Testing Tool Using Image-Matching Based Approach. Comput. Games J. 8 (3-4) (2019)
Moamen Ibrahim, Matti Eteläperä, Sercan Türkmen, Mina Maged, Mourad Oussalah, Jouko Miettunen
Mining Health Discussions on Suomi24. ISPA/BDCloud/SocialCom/SustainCom (2019)
Panos Kostakos, Somkiadcharoen Robroo, Bofan Lin, Mourad Oussalah
Crime Prediction Using Hotel Reviews? EISIC (2019)
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) (2019)
Cheniki Abderrouaf, Mourad Oussalah
On Online Hate Speech Detection. Effects of Negated Data Construction. IEEE BigData (2019)
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) (2019)
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)
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)
Bilal M'hamed Abidine, Lamya Fergani, Belkacem Fergani, Mourad Oussalah
The joint use of sequence features combination and modified weighted SVM for improving daily activity recognition. Pattern Anal. Appl. 21 (1) (2018)
Mourad Oussalah, Ahmed H. Zaidi
Forecasting Weekly Crude Oil Using Twitter Sentiment of U.S. Foreign Policy and Oil Companies Data. IRI (2018)
Jiyan Lu, Panos A. Kostakos, Mourad Oussalah, Susanna Pirttikangas
SemanPhone: Combining Semantic and Phonetic Word Association in Verbal Learning Context. ASONAM (2018)
Panos Kostakos, Markus Nykanen, Mikael Martinviita, Abhinay Pandya, Mourad Oussalah
Meta-Terrorism: Identifying Linguistic Patterns in Public Discourse After an Attack. ASONAM (2018)
Mourad Oussalah, Mikko Vaisanen, Ekaterina Gilman
On Wordsense Disambiguation through Morphological Transformation and Semantic Distance and Domain Link Knowledge. IRI (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mourad Oussalah