Profile image of Mohamed Reda Bouadjenek

Dr Mohamed Reda Bouadjenek

STAFF PROFILE

Position

Lecturer, Applied Artificial Intelligence

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Geelong Waurn Ponds Campus

Biography summary

I'm a Lecturer (Assistant Professor) 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 INRIA France (2014-2015). 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 USTHB Algeria 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.

Research interests

Information Retrieval, Biomedical NLP, Social Network Analysis, Recommender Systems.

Units taught

  • SIT799 - Human Aligned Artificial Intelligence (2020 T2)
  • SIT740 - Research and Development in Information Technology (2020 T1 & T2).

Knowledge areas

Computer Science; Machine Learning; Deep Learning.

Publications

Filter by

2019

One-class collaborative filtering with the queryable variational autoencoder

G Wu, M Bouadjenek, S Sanner

(2019), pp. 921-924, SIGIR 2019 : Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, Paris, France, E1-1

conference

Bayesian networks for data integration in the absence of foreign keys

B Zhang, S Sanner, M Bouadjenek, S Gupta

(2019), pp. 1-6, IEEE Transactions on Knowledge and Data Engineering, Piscataway, N.J., C1-1

journal

A novel regularizer for temporally stable learning with an application to twitter topic classification

Y Wang, G Wu, M Bouadjenek, S Sanner, S Su, Z Zhang

(2019), pp. 217-225, SIAM 2019 : Proceedings of the 2019 SIAM International Conference on Data Mining, Calgary, Alberta, E1-1

conference

Automated assessment of biological database assertions using the scientific literature

M Bouadjenek, J Zobel, K Verspoor

(2019), Vol. 20, pp. 1-22, BMC Bioinformatics, London, Eng., C1-1

journal

Relevance-driven clustering for visual information retrieval on twitter

M Bouadjenek, S Sanner

(2019), pp. 349-353, CHIIR 2019 - Proceedings of the 2019 Conference on Human Information Interaction and Retrieval, Glasgow, Scotland, E1-1

conference

Personalized social query expansion using social annotations

M Bouadjenek, H Hacid, M Bouzeghoub

(2019), Vol. 11360, pp. 1-25, Transactions on large-scale data- and knowledge-centered systems XL, Berlin, Germany, B1-1

chapter

Evaluation of machine learning algorithms for predicting readmission after acute myocardial infarction using routinely collected clinical data

Shagun Gupta, Dennis Ko, Paymon Azizi, Mohamed Bouadjenek, Maria Koh, Alice Chong, Peter Austin, Scott Sanner

(2019), pp. 1-30, Canadian Journal of Cardiology, Amsterdam, The Netherlands, C1-1

journal
2017

Multi-field query expansion is effective for biomedical dataset retrieval

M Bouadjenek, K Verspoor

(2017), Vol. 2017, pp. 1-20, Database : the Journal of Biological Databases and Curation, Oxford, Eng., C1-1

journal

Learning biological sequence types using the literature

M Bouadjenek, K Verspoor, J Zobel

(2017), pp. 1991-1994, CIKM 2017 : Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, Singapore, E1-1

conference

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

M Bouadjenek, K Verspoor, J Zobel

(2017), Vol. 71, pp. 229-240, Journal of Biomedical Informatics, Amsterdam, The Netherlands, C1-1

journal

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

M Bouadjenek, K Verspoor, J Zobel

(2017), Vol. 2017, pp. 1-13, Database, Oxford, Eng., C1-1

journal
2016

PerSaDoR: Personalized social document representation for improving web search

M Bouadjenek, H Hacid, M Bouzeghoub, A Vakali

(2016), Vol. 369, pp. 614-633, Information Sciences, Amsterdam, The Netherlands, C1-1

journal

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

M Bouadjenek, H Hacid, M Bouzeghoub

(2016), Vol. 56, pp. 1-18, Information Systems, Amsterdam, The Netherlands, C1-1

journal
2015

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

M Bouadjenek, S Sanner, G Ferraro

(2015), pp. 23-32, ICAIL 2015 : Proceedings of the 15th International Conference on Artificial Intelligence and Law, San Diego, California, E1-1

conference

On term selection techniques for patent prior art search

M Far, S Sanner, M Bouadjenek, G Ferraro, D Hawking

(2015), pp. 803-806, SIGIR 2015 : Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, E1-1

conference
2013

LAICOS: An open source platform for personalized social web search

M Bouadjenek, H Hacid, M Bouzeghoub

(2013), pp. 1446-1449, KDD 2013 : Proceedings of the 19th ACM SIGKDD International Conference on Knowledge discovery and Data Mining, Chicago, Illinois, E1-1

conference

Using social annotations to enhance document representation for personalized search

M Bouadjenek, H Hacid, M Bouzeghoub, A Vakali

(2013), pp. 1049-1052, SIGIR 2013 : Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval, Dublin, Ireland, E1-1

conference

Evaluation of personalized social ranking functions of information retrieval

M Bouadjenek, A Bennamane, H Hacid, M Bouzeghoub

(2013), Vol. 7977, pp. 283-290, ICWE 2013 : Proceedings of the International Conference on Web Engineering, Aalborg, Denmark, E1-1

conference

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

Mohamed Bouadjenek, Hakim Hacid, Mokrane Bouzeghoub

(2013), pp. 861-864, SIGIR 2013 : Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Information Retrieval, Dublin, Ireland, E1-1

conference

Funded Projects at Deakin

No Funded Projects at Deakin found

Supervisions

No completed student supervisions to report