Inventaire de la production - UQO

Professeur
Productions incluses dans la recherche : LIV, RAC, COC, CAC, RAP, RSC, COF, CNA, CRE, GRO, BRE, AUT,

RAC (Revue avec comité de lecture)

Bouguessa, Mohamed, Shengrui Wang , Benoit Dumoulin . Discovering Knowledge-Sharing Communities in Question-Answering Forums. ACM Transaction on Knowledge Discovery from Data 5. 1 (2010) : 49 pages.

Bouguessa, Mohamed, Shengrui Wang. Mining Projected Clusters in High-Dimensional Spaces. IEEE Transactions on Knowledge and Data Engineering 21. 4 (2009) : 507-522.

Bouguessa, Mohamed, Shengrui Wang, Haojun Sun . An Objective Approach to Cluster Validation. Pattern Recognition Letter 7. 13 (2006) : 1419-1430.

Bouguessa, Mohamed, Shengrui Wang, Haojun Sun , Qingshan Jiang . Evaluating Objectively Validity Indices. Journal of Computer Science 13. 10 (2004) : 360-362.

CAC (Publications arbitrées dans des actes de colloque)

Bouguessa, Mohamed. A Practical Approach for Clustering Transaction Data. 7th International Conference on Machine Learning and Data Mining - MLDM, Lecture Notes in Artificial Intelligence - Springer. 265-279. (2011).

Bouguessa, Mohamed. An Unsupervised Approach for Identifying Spammers in Social Networks. 23rd IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2011), pp. 832-840, (2011).

Bouguessa, Mohamed, Shengrui Wang, Benoit Dumoulin. Identifying Authoritative Actors in Question-Answering Forums – The case of Yahoo! Answers. the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD’08), 866-874. (2008).

Bouguessa, Mohamed, Shengrui Wang. PCGEN: A Practical Approach to Projected Clustering and its Application to Gene Expression Data. IEEE Symposium on Computational Intelligence and Data Mining (CIDM’07), 661-667. (2007).

Bouguessa, Mohamed, Shengrui Wang, Qingshan Jiang . A K-means-based Algorithm for Projective Clustering. the 18th IEEE International Conference on Pattern Recognition (ICPR’06), 888-891. (2006).

Bouguessa, Mohamed, Shengrui Wang. A New Efficient Validity Index for Fuzzy Clustering. the 3rd IEEE International Conference on Machine Learning and Cybernetics (ICMLC’04), 1914-1919. (2004).

COF (Communication arbitrée)

Bouguessa, Mohamed, Shengrui Wang. Projected Clustering Based on the K-means Algorithm (PCKA). International Workshop on Mining Massive Data Sets for Security. NATO Advanced Study Institute. 2007.

Bouguessa, Mohamed, Shengrui Wang. On Comparison of Clustering Validation Techniques. the 4th International Conference in Operations Research. 2005.