GQBox: geospatial data quality assessment. - Yassine Lassoued; Mohamed Reda Bouadjenek; Omar Boucelma; Fernando Lemos; Mokrane Bouzeghoub (GIS, 2010)

Using the QBox platform to assess quality in data integration systems. - Fernando Lemos; Mohamed Reda Bouadjenek; Mokrane Bouzeghoub; Zoubida Kedad (Ingénierie des Systèmes d Inf., 2010)

Une Nouvelle Approche d'Expansion Sociale de Requêtes dans le Web 2.0. - Mohamed Reda Bouadjenek; Hakim Hacid; Mokrane Bouzeghoub; Johann Daigremont (CORIA, 2011)

Personalized social query expansion using social bookmarking systems. - Mohamed Reda Bouadjenek; Hakim Hacid; Mokrane Bouzeghoub; Johann Daigremont (SIGIR, 2011)

Evaluation of Personalized Social Ranking Functions of Information Retrieval. - Mohamed Reda Bouadjenek; Amyn Bennamane; Hakim Hacid; Mokrane Bouzeghoub (ICWE, 2013)

LAICOS: an open source platform for personalized social web search. - Mohamed Reda Bouadjenek; Hakim Hacid; Mokrane Bouzeghoub (KDD, 2013)

Sopra: a new social personalized ranking function for improving web search. - Mohamed Reda Bouadjenek; Hakim Hacid; Mokrane Bouzeghoub (SIGIR, 2013)

Using social annotations to enhance document representation for personalized search. - Mohamed Reda Bouadjenek; Hakim Hacid; Mokrane Bouzeghoub; Athena Vakali (SIGIR, 2013)

Infrastructure and Algorithms for Information Retrieval Based On Social Network Analysis/Mining. (Infrastructure et Algorithmes pour la Recherche d'Information Basés sur l'Analyse des Réseaux Sociaux). - Mohamed Reda Bouadjenek (2013)

A study of query reformulation for patent prior art search with partial patent applications. - Mohamed Reda Bouadjenek; Scott Sanner; Gabriela Ferraro (ICAIL, 2015)

On Term Selection Techniques for Patent Prior Art Search. - Mona Golestan Far; Scott Sanner; Mohamed Reda Bouadjenek; Gabriela Ferraro; David Hawking (SIGIR, 2015)

Social networks and information retrieval, how are they converging? A survey, a taxonomy and an analysis of social information retrieval approaches and platforms. - Mohamed Reda Bouadjenek; Hakim Hacid; Mokrane Bouzeghoub (Inf. Syst., 2016)

PerSaDoR: Personalized social document representation for improving web search. - Mohamed Reda Bouadjenek; Hakim Hacid; Mokrane Bouzeghoub; Athena Vakali (Inf. Sci., 2016)

Learning Biological Sequence Types Using the Literature. - Mohamed Reda Bouadjenek; Karin Verspoor; Justin Zobel (CIKM, 2017)

A Longitudinal Study of Topic Classification on Twitter. - Zahra Iman; Scott Sanner; Mohamed Reda Bouadjenek; Lexing Xie (ICWSM, 2017)

Multi-field query expansion is effective for biomedical dataset retrieval. - Mohamed Reda Bouadjenek; Karin Verspoor (Database J. Biol. Databases Curation, 2017)

Literature consistency of bioinformatics sequence databases is effective for assessing record quality. - Mohamed Reda Bouadjenek; Karin Verspoor; Justin Zobel (Database J. Biol. Databases Curation, 2017)

Automated detection of records in biological sequence databases that are inconsistent with the literature. - Mohamed Reda Bouadjenek; Karin Verspoor; Justin Zobel (J. Biomed. Informatics, 2017)

A Distributed Collaborative Filtering Algorithm Using Multiple Data Sources. - Mohamed Reda Bouadjenek; Esther Pacitti; Maximilien Servajean; Florent Masseglia; Amr El Abbadi (CoRR, 2018)

Literature consistency of bioinformatics sequence databases is effective for assessing record quality. - Mohamed Reda Bouadjenek; Karin Verspoor; Justin Zobel (Zenodo, 2018)

Relevance-driven Clustering for Visual Information Retrieval on Twitter. - Mohamed Reda Bouadjenek; Scott Sanner (CHIIR, 2019)

A Novel Regularizer for Temporally Stable Learning with an Application to Twitter Topic Classification. - Yakun Wang; Ga Wu; Mohamed Reda Bouadjenek; Scott Sanner; Sen Su; Zhongbao Zhang (SDM, 2019)

One-Class Collaborative Filtering with the Queryable Variational Autoencoder. - Ga Wu; Mohamed Reda Bouadjenek; Scott Sanner (SIGIR, 2019)

Automated assessment of biological database assertions using the scientific literature. - Mohamed Reda Bouadjenek; Justin Zobel; Karin Verspoor (BMC Bioinform., 2019)

Personalized Social Query Expansion Using Social Annotations. - Mohamed Reda Bouadjenek; Hakim Hacid; Mokrane Bouzeghoub (Trans. Large Scale Data Knowl. Centered Syst., 2019)

Feature Extraction Functions for Neural Logic Rule Learning. - Shashank Gupta; Antonio Robles-Kelly; Mohamed Reda Bouadjenek (S+SSPR, 2020)

Relevance- and interface-driven clustering for visual information retrieval. - Mohamed Reda Bouadjenek; Scott Sanner; Yihao Du (Inf. Syst., 2020)

Bayesian Networks for Data Integration in the Absence of Foreign Keys. - Bohan Zhang; Scott Sanner; Mohamed Reda Bouadjenek; Shagun Gupta (IEEE Trans. Knowl. Data Eng., 2020)

A Workflow Analysis of Context-driven Conversational Recommendation. - Shengnan Lyu; Arpit Rana; Scott Sanner; Mohamed Reda Bouadjenek (WWW, 2021)

A Mask-based Output Layer for Multi-level Hierarchical Classification. - Tanya Boone-Sifuentes; Mohamed Reda Bouadjenek; Imran Razzak; Hakim Hacid; Asef Nazari (CIKM, 2022)

Marine-tree: A Large-scale Marine Organisms Dataset for Hierarchical Image Classification. - Tanya Boone-Sifuentes; Asef Nazari; Imran Razzak; Mohamed Reda Bouadjenek; Antonio Robles-Kelly; Daniel Ierodiaconou; Elizabeth S. Oh (CIKM, 2022)

An Analysis of Logic Rule Dissemination in Sentiment Classifiers. - Shashank Gupta; Mohamed Reda Bouadjenek; Antonio Robles-Kelly (CLEF, 2022)

Jarvis: A Voice-based Context-as-a-Service Mobile Tool for a Smart Home Environment. - Ngoc Dung Huynh; Mohamed Reda Bouadjenek; Ali Hassani 006; Imran Razzak; Kevin Lee; Chetan Arora 002; Arkady B. Zaslavsky (MDM, 2022)

Mitigating the Filter Bubble While Maintaining Relevance: Targeted Diversification with VAE-based Recommender Systems. - Zhaolin Gao; Tianshu Shen; Zheda Mai; Mohamed Reda Bouadjenek; Isaac Waller; Ashton Anderson; Ron Bodkin; Scott Sanner (SIGIR, 2022)

Unintended Bias in Language Model-driven Conversational Recommendation. - Tianshu Shen; Jiaru Li; Mohamed Reda Bouadjenek; Zheda Mai; Scott Sanner (CoRR, 2022)

Adversarial Attacks on Speech Recognition Systems for Mission-Critical Applications: A Survey. - Ngoc Dung Huynh; Mohamed Reda Bouadjenek; Imran Razzak; Kevin Lee; Chetan Arora 002; Ali Hassani 006; Arkady B. Zaslavsky (CoRR, 2022)

Mutliresolutional ensemble PartialNet for Alzheimer detection using magnetic resonance imaging data. - Imran Razzak; Saeeda Naz; Abida Ashraf; Fahmi Khalifa; Mohamed Reda Bouadjenek; Shahid Mumtaz (Int. J. Intell. Syst., 2022)

A longitudinal study of topic classification on Twitter. - Mohamed Reda Bouadjenek; Scott Sanner; Zahra Iman; Lexing Xie; Daniel Xiaoliang Shi (PeerJ Comput. Sci., 2022)

A Bottom-Up Capsule Network for Hierarchical Image Classification. - Khondaker Tasrif Noor; Antonio Robles-Kelly; Leo Yu Zhang; Mohamed Reda Bouadjenek (DICTA, 2023)

A Mask-Based Logic Rules Dissemination Method for Sentiment Classifiers. - Shashank Gupta; Mohamed Reda Bouadjenek; Antonio Robles-Kelly (ECIR (1), 2023)

SHINE: Deep Learning-Based Accessible Parking Management System. - Dhiraj Neupane; Aashish Bhattarai; Sunil Aryal; Mohamed Reda Bouadjenek; Uk-Min Seok; Jongwon Seok (CoRR, 2023)

HUMS2023 Data Challenge Result Submission. - Dhiraj Neupane; Lakpa Dorje Tamang; Ngoc Dung Huynh; Mohamed Reda Bouadjenek; Sunil Aryal (CoRR, 2023)

Towards understanding and mitigating unintended biases in language model-driven conversational recommendation. - Tianshu Shen; Jiaru Li; Mohamed Reda Bouadjenek; Zheda Mai; Scott Sanner (Inf. Process. Manag., 2023)

PERCY: A post-hoc explanation-based score for logic rule dissemination consistency assessment in sentiment classification. - Shashank Gupta; Mohamed Reda Bouadjenek; Antonio Robles-Kelly (Knowl. Based Syst., 2023)

Overcoming weaknesses of density peak clustering using a data-dependent similarity measure. - Zafaryab Rasool; Sunil Aryal; Mohamed Reda Bouadjenek; Richard Dazeley (Pattern Recognit., 2023)

A User-Centric Analysis of Social Media for Stock Market Prediction. - Mohamed Reda Bouadjenek; Scott Sanner; Ga Wu (ACM Trans. Web, 2023)

Multilevel depth-wise context attention network with atrous mechanism for segmentation of COVID19 affected regions. - Abdul Qayyum; Mona Mazhar; Imran Razzak; Mohamed Reda Bouadjenek (Neural Comput. Appl., 2023)

Covid19-twitter: A Twitter-based Dataset for Discourse Analysis in Sentence-level Sentiment Classification. - Shashank Gupta; Mohamed Reda Bouadjenek; Antonio Robles-Kelly; Tsz-Kwan Lee; Thanh Thi Nguyen 001; Asef Nazari; Dhananjay R. Thiruvady (CIKM, 2024)

Margin-Bounded Confidence Scores for Out-of-Distribution Detection. - Lakpa Dorje Tamang; Mohamed Reda Bouadjenek; Richard Dazeley; Sunil Aryal (ICDM, 2024)

MARKS-mech: A Mask-based Prior Knowledge Dissemination Mechanism for including Discourse Relations for Sentiment Classification. - Shashank Gupta; Antonio Robles-Kelly; Mohamed Reda Bouadjenek; Asef Nazari; Dhananjay R. Thiruvady (IJCNN, 2024)

MLT-Trans: Multi-level Token Transformer for Hierarchical Image Classification. - Tanya Boone-Sifuentes; Asef Nazari; Mohamed Reda Bouadjenek; Imran Razzak (PAKDD (3), 2024)

Missing Data Imputation: Do Advanced ML/DL Techniques Outperform Traditional Approaches? - Youran Zhou; Mohamed Reda Bouadjenek; Sunil Aryal (ECML/PKDD (10), 2024)

Training Machine Learning models at the Edge: A Survey. - Aymen Rayane Khouas; Mohamed Reda Bouadjenek; Hakim Hacid; Sunil Aryal (CoRR, 2024)

usfAD Based Effective Unknown Attack Detection Focused IDS Framework. - Md. Ashraf Uddin 001; Sunil Aryal; Mohamed Reda Bouadjenek; Muna Al-Hawawreh; Md. Alamin Talukder (CoRR, 2024)

The Pursuit of Fairness in Artificial Intelligence Models: A Survey. - Tahsin Alamgir Kheya; Mohamed Reda Bouadjenek; Sunil Aryal (CoRR, 2024)

Review for Handling Missing Data with special missing mechanism. - Youran Zhou; Sunil Aryal; Mohamed Reda Bouadjenek (CoRR, 2024)

Data-driven Machinery Fault Detection: A Comprehensive Review. - Dhiraj Neupane; Mohamed Reda Bouadjenek; Richard Dazeley; Sunil Aryal (CoRR, 2024)

Data Quality in Edge Machine Learning: A State-of-the-Art Survey. - Mohammed Djameleddine Belgoumri; Mohamed Reda Bouadjenek; Sunil Aryal; Hakim Hacid (CoRR, 2024)

SimpsonsVQA: Enhancing Inquiry-Based Learning with a Tailored Dataset. - Ngoc Dung Huynh; Mohamed Reda Bouadjenek; Sunil Aryal; Imran Razzak; Hakim Hacid (CoRR, 2024)

A consistency-aware deep capsule network for hierarchical multi-label image classification. - Khondaker Tasrif Noor; Antonio Robles-Kelly; Leo Yu Zhang; Mohamed Reda Bouadjenek; Wei Luo 001 (Neurocomputing, 2024)

The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data. - Luuk H. Boulogne; Julian Lorenz; Daniel Kienzle; Robin Schön; Katja Ludwig; Rainer Lienhart; Simon Jégou; Guang Li; Cong Chen; Qi Wang; Derik Shi; Mayug Maniparambil; et al. (Medical Image Anal., 2024)

Shine: A deep learning-based accessible parking management system. - Dhiraj Neupane; Aashish Bhattarai; Sunil Aryal; Mohamed Reda Bouadjenek; Uk-Min Seok; Jongwon Seok (Expert Syst. Appl., 2024)

Guest Editorial: Special Issue on Generating Human Readable Explanations in NLP. - Imran Razzak; Mohamed Reda Bouadjenek; Muhammad Aamir Cheema; Ibrahim A. Hameed; Guandong Xu; Amin Beheshti (IEEE Trans. Comput. Soc. Syst., 2024)

Support Matrix Machine via Joint ℓ2,1 and Nuclear Norm Minimization Under Matrix Completion Framework for Classification of Corrupted Data. - Imran Razzak; Mohamed Reda Bouadjenek; Raghib M. Abu-Saris; Weiping Ding 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

User Experience and the Role of Personalization in Critiquing-Based Conversational Recommendation. - Arpit Rana; Scott Sanner; Mohamed Reda Bouadjenek; Ronald Di Carlantonio; Gary Farmaner (ACM Trans. Web, 2024)

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification. - Shijing Chen; Mohamed Reda Bouadjenek; Usman Naseem; Basem Suleiman; Shoaib Jameel; Flora D. Salim; Hakim Hacid; Imran Razzak (COLING, 2025)

Unmasking Gender Bias in Recommendation Systems and Enhancing Category-Aware Fairness. - Tahsin Alamgir Kheya; Mohamed Reda Bouadjenek; Sunil Aryal (WWW, 2025)

Hierarchical classification for intrusion detection system: Effective design and empirical analysis. - Md. Ashraf Uddin 001; Sunil Aryal; Mohamed Reda Bouadjenek; Muna Al-Hawawreh; Md. Alamin Talukder (Ad Hoc Networks, 2025)

A dual-tier adaptive one-class classification IDS for emerging cyberthreats. - Md. Ashraf Uddin 001; Sunil Aryal; Mohamed Reda Bouadjenek; Muna Al-Hawawreh; Md. Alamin Talukder (Comput. Commun., 2025)

Data-driven machinery fault diagnosis: A comprehensive review. - Dhiraj Neupane; Mohamed Reda Bouadjenek; Richard Dazeley; Sunil Aryal (Neurocomputing, 2025)

A comprehensive study of audio profiling: Methods, applications, challenges, and future directions. - Anil Pudasaini; Muna Al-Hawawreh; Mohamed Reda Bouadjenek; Hakim Hacid; Sunil Aryal (Neurocomputing, 2025)

Visual question answering: from early developments to recent advances - a survey. - Ngoc Dung Huynh; Mohamed Reda Bouadjenek; Sunil Aryal; Imran Razzak; Hakim Hacid (CoRR, 2025)

Handling Incomplete Heterogeneous Data using a Data-Dependent Kernel. - Youran Zhou; Mohamed Reda Bouadjenek; Jonathan R. Wells; Sunil Aryal (CoRR, 2025)

Developing robust methods to handle missing data in real-world applications effectively. - Youran Zhou; Mohamed Reda Bouadjenek; Sunil Aryal (CoRR, 2025)

Enforcing Consistency and Fairness in Multi-level Hierarchical Classification with a Mask-based Output Layer. - Shijing Chen; Shoaib Jameel; Mohamed Reda Bouadjenek; Feilong Tang; Usman Naseem; Basem Suleiman; Hakim Hacid; Flora D. Salim; Imran Razzak (CoRR, 2025)

SVLA: A Unified Speech-Vision-Language Assistant with Multimodal Reasoning and Speech Generation. - Ngoc Dung Huynh; Mohamed Reda Bouadjenek; Imran Razzak; Hakim Hacid; Sunil Aryal (CoRR, 2025)

Action Spotting and Precise Event Detection in Sports: Datasets, Methods, and Challenges. - Hao Xu; Arbind Agrahari Baniya; Sam Well; Mohamed Reda Bouadjenek; Richard Dazeley; Sunil Aryal (CoRR, 2025)

A Comprehensive Analysis of Large Language Model Outputs: Similarity, Diversity, and Bias. - Brandon Smith; Mohamed Reda Bouadjenek; Tahsin Alamgir Kheya; Phillip Dawson; Sunil Aryal (CoRR, 2025)

Navigating loss manifolds via rigid body dynamics: A promising avenue for robustness and generalisation. - Mohammed Djameleddine Belgoumri; Mohamed Reda Bouadjenek; Hakim Hacid; Imran Razzak; Sunil Aryal (CoRR, 2025)

Bias vs Bias - Dawn of Justice: A Fair Fight in Recommendation Systems. - Tahsin Alamgir Kheya; Mohamed Reda Bouadjenek; Sunil Aryal (CoRR, 2025)

Far From Sight, Far From Mind: Inverse Distance Weighting for Graph Federated Recommendation. - Aymen Rayane Khouas; Mohamed Reda Bouadjenek; Hakim Hacid; Sunil Aryal (CoRR, 2025)

Multi-Scale Attention and Gated Shifting for Fine-Grained Event Spotting in Videos. - Hao Xu; Arbind Agrahari Baniya; Sam Wells; Mohamed Reda Bouadjenek; Richard Dazeley; Sunil Aryal (CoRR, 2025)

Handling Out-of-Distribution Data: A Survey. - Lakpa Dorje Tamang; Mohamed Reda Bouadjenek; Richard Dazeley; Sunil Aryal (CoRR, 2025)

Improving out-of-distribution detection by enforcing confidence margin. - Lakpa Dorje Tamang; Mohamed Reda Bouadjenek; Richard Dazeley; Sunil Aryal (Knowl. Inf. Syst., 2025)

MissDDIM: Deterministic and Efficient Conditional Diffusion for Tabular Data Imputation. - Youran Zhou; Mohamed Reda Bouadjenek; Sunil Aryal (CoRR, 2025)

MissMecha: An All-in-One Python Package for Studying Missing Data Mechanisms. - Youran Zhou; Mohamed Reda Bouadjenek; Sunil Aryal (CoRR, 2025)

TOTNet: Occlusion-Aware Temporal Tracking for Robust Ball Detection in Sports Videos. - Hao Xu; Arbind Agrahari Baniya; Sam Wells; Mohamed Reda Bouadjenek; Richard Dazely; Sunil Aryal (CoRR, 2025)