Mohamed Reda Bouadjenek

Orcid: 0000-0003-1807-430X

According to our database1, Mohamed Reda Bouadjenek authored at least 66 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
User Experience and the Role of Personalization in Critiquing-Based Conversational Recommendation.
ACM Trans. Web, November, 2024

Support Matrix Machine via Joint ℓ<sub>2,1</sub> and Nuclear Norm Minimization Under Matrix Completion Framework for Classification of Corrupted Data.
IEEE Trans. Neural Networks Learn. Syst., November, 2024

Guest Editorial: Special Issue on Generating Human Readable Explanations in NLP.
IEEE Trans. Comput. Soc. Syst., August, 2024

<i>Shine</i>: A deep learning-based accessible parking management system.
Expert Syst. Appl., March, 2024

The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data.
Medical Image Anal., 2024

SimpsonsVQA: Enhancing Inquiry-Based Learning with a Tailored Dataset.
CoRR, 2024

Margin-bounded Confidence Scores for Out-of-Distribution Detection.
CoRR, 2024

Data Quality in Edge Machine Learning: A State-of-the-Art Survey.
CoRR, 2024

Data-driven Machinery Fault Detection: A Comprehensive Review.
CoRR, 2024

Review for Handling Missing Data with special missing mechanism.
CoRR, 2024

The Pursuit of Fairness in Artificial Intelligence Models: A Survey.
CoRR, 2024

Hierarchical Classification for Intrusion Detection System: Effective Design and Empirical Analysis.
CoRR, 2024

A Dual-Tier Adaptive One-Class Classification IDS for Emerging Cyberthreats.
CoRR, 2024

usfAD Based Effective Unknown Attack Detection Focused IDS Framework.
CoRR, 2024

Training Machine Learning models at the Edge: A Survey.
CoRR, 2024

Missing Data Imputation: Do Advanced ML/DL Techniques Outperform Traditional Approaches?
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024

MLT-Trans: Multi-level Token Transformer for Hierarchical Image Classification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

MARKS-mech: A Mask-based Prior Knowledge Dissemination Mechanism for including Discourse Relations for Sentiment Classification.
Proceedings of the International Joint Conference on Neural Networks, 2024

Covid19-twitter: A Twitter-based Dataset for Discourse Analysis in Sentence-level Sentiment Classification.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023
Multilevel depth-wise context attention network with atrous mechanism for segmentation of COVID19 affected regions.
Neural Comput. Appl., August, 2023

A User-Centric Analysis of Social Media for Stock Market Prediction.
ACM Trans. Web, May, 2023

Overcoming weaknesses of density peak clustering using a data-dependent similarity measure.
Pattern Recognit., May, 2023

PERCY: A post-hoc explanation-based score for logic rule dissemination consistency assessment in sentiment classification.
Knowl. Based Syst., 2023

Towards understanding and mitigating unintended biases in language model-driven conversational recommendation.
Inf. Process. Manag., 2023

HUMS2023 Data Challenge Result Submission.
CoRR, 2023

SHINE: Deep Learning-Based Accessible Parking Management System.
CoRR, 2023

A Mask-Based Logic Rules Dissemination Method for Sentiment Classifiers.
Proceedings of the Advances in Information Retrieval, 2023

A Bottom-Up Capsule Network for Hierarchical Image Classification.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

2022
A longitudinal study of topic classification on Twitter.
PeerJ Comput. Sci., 2022

Mutliresolutional ensemble PartialNet for Alzheimer detection using magnetic resonance imaging data.
Int. J. Intell. Syst., 2022

Adversarial Attacks on Speech Recognition Systems for Mission-Critical Applications: A Survey.
CoRR, 2022

Unintended Bias in Language Model-driven Conversational Recommendation.
CoRR, 2022

Mitigating the Filter Bubble While Maintaining Relevance: Targeted Diversification with VAE-based Recommender Systems.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Jarvis: A Voice-based Context-as-a-Service Mobile Tool for a Smart Home Environment.
Proceedings of the 23rd IEEE International Conference on Mobile Data Management, 2022

An Analysis of Logic Rule Dissemination in Sentiment Classifiers.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2022

<i>Marine-tree: </i> A Large-scale Marine Organisms Dataset for Hierarchical Image Classification.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

A Mask-based Output Layer for Multi-level Hierarchical Classification.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
A Workflow Analysis of Context-driven Conversational Recommendation.
Proceedings of the WWW '21: The Web Conference 2021, 2021

2020
Bayesian Networks for Data Integration in the Absence of Foreign Keys.
IEEE Trans. Knowl. Data Eng., 2020

Relevance- and interface-driven clustering for visual information retrieval.
Inf. Syst., 2020

Feature Extraction Functions for Neural Logic Rule Learning.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2020

2019
Personalized Social Query Expansion Using Social Annotations.
Trans. Large Scale Data Knowl. Centered Syst., 2019

Automated assessment of biological database assertions using the scientific literature.
BMC Bioinform., 2019

One-Class Collaborative Filtering with the Queryable Variational Autoencoder.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

A Novel Regularizer for Temporally Stable Learning with an Application to Twitter Topic Classification.
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

Relevance-driven Clustering for Visual Information Retrieval on Twitter.
Proceedings of the 2019 Conference on Human Information Interaction and Retrieval, 2019

2018
Literature consistency of bioinformatics sequence databases is effective for assessing record quality.
Dataset, May, 2018

A Distributed Collaborative Filtering Algorithm Using Multiple Data Sources.
CoRR, 2018

2017
Automated detection of records in biological sequence databases that are inconsistent with the literature.
J. Biomed. Informatics, 2017

Literature consistency of bioinformatics sequence databases is effective for assessing record quality.
Database J. Biol. Databases Curation, 2017

Multi-field query expansion is effective for biomedical dataset retrieval.
Database J. Biol. Databases Curation, 2017

A Longitudinal Study of Topic Classification on Twitter.
Proceedings of the Eleventh International Conference on Web and Social Media, 2017

Learning Biological Sequence Types Using the Literature.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
PerSaDoR: Personalized social document representation for improving web search.
Inf. Sci., 2016

Social networks and information retrieval, how are they converging? A survey, a taxonomy and an analysis of social information retrieval approaches and platforms.
Inf. Syst., 2016

2015
On Term Selection Techniques for Patent Prior Art Search.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

A study of query reformulation for patent prior art search with partial patent applications.
Proceedings of the 15th International Conference on Artificial Intelligence and Law, 2015

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).
PhD thesis, 2013

Using social annotations to enhance document representation for personalized search.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Sopra: a new social personalized ranking function for improving web search.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

LAICOS: an open source platform for personalized social web search.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Evaluation of Personalized Social Ranking Functions of Information Retrieval.
Proceedings of the Web Engineering - 13th International Conference, 2013

2011
Personalized social query expansion using social bookmarking systems.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Une Nouvelle Approche d'Expansion Sociale de Requêtes dans le Web 2.0.
Proceedings of the COnférence en Recherche d'Infomations et Applications, 2011

2010
Using the QBox platform to assess quality in data integration systems.
Ingénierie des Systèmes d Inf., 2010

GQBox: geospatial data quality assessment.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010


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