Mohamed Reda Bouadjenek (0000-0003-1807-430X)

Personal information

Biography

I'm a Senior Lecturer (Assistant Professor) of Applied Artificial Intelligence in the School of Information Technology at Deakin University, Australia. Previously, I was a Research Fellow at The University of Toronto (2017-2019) and at The University of Melbourne (2015-2017) and before that, I was a postdoc researcher at the French Institute for Research in Computer Science and Automation (INRIA 2014-2015), France. I earned a Ph.D. and an MSc in Computer Science from the University of Paris-Saclay France respectively in 2013 and 2009, and a BSc in Computer Science from the University of Science and Technology Houari Boumediene in 2008. My research spans a broad range of topics related to the data-driven fields of Machine Learning, Deep Learning and Information Retrieval. I have applied analytic and algorithmic tools from these fields to solve real-world problems related to diverse applications such as recommender systems, interactive visual search interfaces, social network analysis, and data quality.

Activities

Collapse all

Deakin University: Waurn Ponds, Victoria, AU

2024-01-01 to present | Senior Lecturer (School of Information Technology)

Employment

Mohamed Reda Bouadjenek

https://orcid.org/0000-0003-1807-430X

Personal information

Emails & domains

Verified email domains

Websites & social links

Other IDs

Keywords

Countries

Biography

Activities

Employment (6)

Deakin University: Waurn Ponds, Victoria, AU

Deakin University: Geelong, Victoria, AU

University of Toronto: Toronto, ON, CA

University of Melbourne: Melbourne, VIC, AU

Inria Centre de Recherche Sophia Antipolis Méditerranée: Sophia Antipolis, Provence-Alpes-Côte d'Azu, FR

Alcatel-Lucent Bell Labs: Nozay, Ile de France, FR

Works (50)

Missing Data Imputation: Do Advanced ML/DL Techniques Outperform Traditional Approaches?

MLT-Trans: Multi-level Token Transformer for Hierarchical Image Classification

A consistency-aware deep capsule network for hierarchical multi-label image classification

Support Matrix Machine via Joint ℓ2,1 and Nuclear Norm Minimization Under Matrix Completion Framework for Classification of Corrupted Data

User Experience and the Role of Personalization in Critiquing-Based Conversational Recommendation

Covid19-twitter: A Twitter-based Dataset for Discourse Analysis in Sentence-level Sentiment Classification

Guest Editorial: Special Issue on Generating Human Readable Explanations in NLP

Shine: A deep learning-based accessible parking management system

A Mask-Based Logic Rules Dissemination Method for Sentiment Classifiers

PERCY: A post-hoc explanation-based score for logic rule dissemination consistency assessment in sentiment classification

Overcoming weaknesses of density peak clustering using a data-dependent similarity measure

A User-Centric Analysis of Social Media for Stock Market Prediction

Towards understanding and mitigating unintended biases in language model-driven conversational recommendation

An Analysis of Logic Rule Dissemination in Sentiment Classifiers

Mutliresolutional ensemble PartialNet for Alzheimer detection using magnetic resonance imaging data

A Mask-based Output Layer for Multi-level Hierarchical Classification

Marine-tree: A Large-scale Marine Organisms Dataset for Hierarchical Image Classification

ModelOps for enhanced decision-making and governance in emergency control rooms

Mitigating the Filter Bubble While Maintaining Relevance

Jarvis: A Voice-based Context-as-a-Service Mobile Tool for a Smart Home Environment

A longitudinal study of topic classification on Twitter

A Workflow Analysis of Context-driven Conversational Recommendation

Relevance- and interface-driven clustering for visual information retrieval

Evaluation of Machine Learning Algorithms for Predicting Readmission after Acute Myocardial Infarction Using Routinely Collected Clinical Data

Bayesian Networks for Data Integration in the Absence of Foreign Keys

Personalized Social Query Expansion Using Social Annotations

Relevance-driven Clustering for Visual Information Retrieval on Twitter

Automated assessment of biological database assertions using the scientific literature

One-Class Collaborative Filtering with the Queryable Variational Autoencoder

A Novel Regularizer for Temporally Stable Learning with an Application to Twitter Topic Classification

A Distributed Collaborative Filtering Algorithm Using Multiple Data Sources

A longitudinal study of topic classification on Twitter

Automated detection of records in biological sequence databases that are inconsistent with the literature

Learning Biological Sequence Types Using the Literature

Literature consistency of bioinformatics sequence databases is effective for assessing record quality

Multi-field query expansion is effective for biomedical dataset retrieval

Literature Consistency of Bioinformatics Sequence Databases is Effective for Assessing Record Quality

Automated Detection of Records in Biological Sequence Databases that are Inconsistent with the Literature

PerSaDoR: Personalized social document representation for improving web search

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

A study of query reformulation for patent prior art search with partial patent applications

On Term Selection Techniques for Patent Prior Art Search

Evaluation of Personalized Social Ranking Functions of Information Retrieval

LAICOS: an open source platform for personalized social web search

SoPRa: a new social personalized ranking function for improving web search

Using social annotations to enhance document representation for personalized search

A new social approach to queries expansion in Web 2.0,Une nouvelle approche sociale d'expansion de requêtes dans le web 2.0

Personalized social query expansion using social bookmarking systems

GQBox: geospatial data quality assessment

Using the QBox platform to assess quality in data integration systems

Peer review (4 reviews for 3 publications/grants)