Items where Author is "Bouguila, Nizar"

Golpayegani, Zahra ORCID: https://orcid.org/0009-0006-8988-7067 and Bouguila, Nizar ORCID: https://orcid.org/0000-0001-7224-7940 (2024) Enhancing Deep Learning Model Robustness: Insights from Out of Distribution Data Augmentation and an Innovative Image Compression Technique. Masters thesis, Concordia University.

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.

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