Items where Author is "Bouguila, Nizar"

Article

Hu, Can, Fan, Wentao, Du, Ji-Xiang and Bouguila, Nizar ORCID: https://orcid.org/0000-0001-7224-7940 (2018) A Novel Statistical Approach for Clustering Positive Data Based on Finite Inverted Beta-Liouville Mixture Models. Neurocomputing . ISSN 09252312 (In Press)

Ihou, Koffi Eddy and Bouguila, Nizar ORCID: https://orcid.org/0000-0001-7224-7940 (2018) Variational-Based Latent Generalized Dirichlet Allocation Model in the Collapsed Space and Applications. Neurocomputing . ISSN 09252312 (In Press)

Chen, Yewang, Zhou, Lida, Tang, Yi, Singh, Jai Puneet, Bouguila, Nizar ORCID: https://orcid.org/0000-0001-7224-7940, Wang, Cheng, Wang, Huazhen and Du, Jixiang (2018) Fast Neighbor Search By Using Revised K-D Tree. Information Sciences . ISSN 00200255 (In Press)

Chen, Yewang, Tang, Shenyu, Bouguila, Nizar, Wang, Cheng, Du, Jixiang and Li, HaiLin (2018) A Fast Clustering Algorithm based on pruning unnecessary distance computations in DBSCAN for High-Dimensional Data. Pattern Recognition . ISSN 00313203 (In Press)

Bouguila, Nizar ORCID: https://orcid.org/0000-0001-7224-7940 and Epaillard, Elise ORCID: https://orcid.org/0000-0001-8777-0478 (2018) Data-free metrics for Dirichlet and generalized Dirichlet mixture-based HMMs - A practical study. Pattern Recognition . ISSN 00313203 (In Press)

Bakhtiari, Ali Shojaee and Bouguila, Nizar (2014) A variational Bayes model for count data learning and classification. Engineering Applications of Artificial Intelligence, 35 . pp. 176-186. ISSN 09521976

Fan, Wentao and Bouguila, Nizar (2013) Variational learning of a Dirichlet process of generalized Dirichlet distributions for simultaneous clustering and feature selection. Pattern Recognition, 46 (10). pp. 2754-2769. ISSN 00313203

Bouguila, Nizar (2013) On the smoothing of multinomial estimates using Liouville mixture models and applications. Pattern Analysis and Applications, 16 (3). pp. 349-363. ISSN 1433-7541

Fan, Wentao, Bouguila, Nizar and Ziou, Djemel (2013) Unsupervised Hybrid Feature Extraction Selection for High-Dimensional Non-Gaussian Data Clustering with Variational Inference. IEEE Transactions on Knowledge and Data Engineering, 25 (7). pp. 1670-1685. ISSN 1041-4347

Bdiri, Taoufik and Bouguila, Nizar (2012) Bayesian learning of inverted Dirichlet mixtures for SVM kernels generation. Neural Computing and Applications . ISSN 0941-0643

Thesis

Wood, Hannah, Patterson, Zachary and Bouguila, Nizar (2022) BIDIRECTIONAL LSTM AND KALMAN FILTER FOR PASSENGER FLOW PREDICTION ON BUS TRANSPORTATION SYSTEMS. Masters thesis, Concordia University.