Nuha Zamzami

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 37

Top Topics

Unsupervised Learning

Dirichlet Distribution

Hybrid Generative Discriminative

Top Venues

Comput. Intell.

Publications

Mashael M. Khayyat, Nuha Zamzami, Li Zhang, Michele Nappi, Muhammad Umer
Fuzzy-CNN: Improving personal human identification based on IRIS recognition using LBP features. J. Inf. Secur. Appl. 83 (2024)
Nuha Zamzami, Nizar Bouguila
A novel minorization-maximization framework for simultaneous feature selection and clustering of high-dimensional count data. Pattern Anal. Appl. 26 (1) (2023)
Ornela Bregu, Nuha Zamzami, Nizar Bouguila
Human Age Prediction Based on Brain MRI Using Density-Based Regression. ICIT (2023)
Sara Sweidan, Nuha Zamzami, Sahar F. Sabbeh
Fuzzy ontology-based approach for liver fibrosis diagnosis. J. King Saud Univ. Comput. Inf. Sci. 35 (8) (2023)
Xuanbo Su, Nuha Zamzami, Nizar Bouguila
A Fully Bayesian Inference with Gibbs Sampling for Finite and Infinite Discrete Exponential Mixture Models. Appl. Artif. Intell. 36 (1) (2022)
Nuha Zamzami, Nizar Bouguila
Sparse Count Data Clustering Using an Exponential Approximation to Generalized Dirichlet Multinomial Distributions. IEEE Trans. Neural Networks Learn. Syst. 33 (1) (2022)
Xuanbo Su, Nizar Bouguila, Nuha Zamzami
Covid-19 News Clustering using MCMC-Based Learing of finite EMSD Mixture Models. FLAIRS Conference (2021)
Ornela Bregu, Nuha Zamzami, Nizar Bouguila
Mixture-based clustering for count data using approximated Fisher Scoring and Minorization-Maximization approaches. Comput. Intell. 37 (1) (2021)
Xavier Sumba, Nuha Zamzami, Nizar Bouguila
Clustering Count Data with Stochastic Expectation Propagation. ACIIDS (2021)
Ornela Bregu, Nuha Zamzami, Nizar Bouguila
Online mixture-based clustering for high dimensional count data using Neerchal-Morel distribution. Knowl. Based Syst. 225 (2021)
Ornela Bregu, Nuha Zamzami, Nizar Bouguila
Mixture-Based Unsupervised Learning for Positively Correlated Count Data. ACIIDS (2021)
Pantea Koochemeshkian, Nuha Zamzami, Nizar Bouguila
Distribution-based Regression Models for Semi-Bounded Data Analysis. SMC (2020)
Pantea Koochemeshkian, Nuha Zamzami, Nizar Bouguila
Flexible Distribution-Based Regression Models for Count Data: Application to Medical Diagnosis. Cybern. Syst. 51 (4) (2020)
Nuha Zamzami, Nizar Bouguila
Probabilistic Modeling for Frequency Vectors Using a Flexible Shifted-Scaled Dirichlet Distribution Prior. ACM Trans. Knowl. Discov. Data 14 (6) (2020)
Fatma Najar, Nuha Zamzami, Nizar Bouguila
Recognition of human interactions in feature films based on infinite mixture of EDCM. ISNCC (2020)
Xavier Sumba, Nuha Zamzami, Nizar Bouguila
Improving the EDCM Mixture Model with Expectation Propagation. FLAIRS Conference (2020)
Yogesh Pawar, Nuha Zamzami, Nizar Bouguila
An Effective Hybrid Anomaly Detection System Based on Mixture Models. ISNCC (2020)
Nuha Zamzami, Pantea Koochemeshkian, Nizar Bouguila
A Distribution-based Regression for Real-time COVID-19 Cases Detection from Chest X-ray and CT Images. IRI (2020)
Fahdah Alalyan, Nuha Zamzami, Nizar Bouguila
A Hybrid Approach Based on SVM and Bernoulli Mixture Model for Binary Vectors Classification. SMC (2020)
Nuha Zamzami, Rua Alsuroji, Oboh Eromonsele, Nizar Bouguila
Proportional data modeling via selection and estimation of a finite mixture of scaled Dirichlet distributions. Comput. Intell. 36 (2) (2020)
Nuha Zamzami, Nizar Bouguila
High-dimensional count data clustering based on an exponential approximation to the multinomial Beta-Liouville distribution. Inf. Sci. 524 (2020)
Nuha Zamzami, Nizar Bouguila
An Accurate Evaluation of MSD Log-likelihood and its Application in Human Action Recognition. GlobalSIP (2019)
Nuha Zamzami, Nizar Bouguila
Hybrid generative discriminative approaches based on Multinomial Scaled Dirichlet mixture models. Appl. Intell. 49 (11) (2019)
Nuha Zamzami, Nizar Bouguila
Model selection and application to high-dimensional count data clustering - via finite EDCM mixture models. Appl. Intell. 49 (4) (2019)
Masoud Daghyani, Nuha Zamzami, Nizar Bouguila
Efficient Computation of Log-likelihood Function in Clustering Overdispersed Count Data Using Multinomial Beta-Liouville Distribution. SSCI (2019)
Fatma Najar, Nuha Zamzami, Nizar Bouguila
Fake News Detection Using Bayesian Inference. IRI (2019)
Nuha Zamzami, Nizar Bouguila
A Novel Scaled dirichlet-based statistical framework for count data modeling: Unsupervised learning and exponential approximation. Pattern Recognit. 95 (2019)
Fahdah Alalyan, Nuha Zamzami, Nizar Bouguila
Model-Based Hierarchical Clustering for Categorical Data. ISIE (2019)
Fahdah Alalyan, Nuha Zamzami, Manar Amayri, Nizar Bouguila
An Improved K-medoids Algorithm Based on Binary Sequences Similarity Measures. CoDIT (2019)
Nuha Zamzami, Manar Amayri, Nizar Bouguila, Stéphane Ploix
Online Clustering for Estimating Occupancy in an Office Setting. ISIE (2019)
Rua Alsuroji, Nuha Zamzami, Nizar Bouguila
Model Selection and Estimation of a Finite Shifted-Scaled Dirichlet Mixture Model. ICMLA (2018)
Nuha Zamzami, Nizar Bouguila
Consumption Behavior Prediction Using Hierarchical Bayesian Frameworks. AI4I (2018)
Rua Alsuroji, Nizar Bouguila, Nuha Zamzami
Predicting Defect-Prone Software Modules Using Shifted-Scaled Dirichlet Distribution. AI4I (2018)
Nuha Zamzami, Nizar Bouguila
MML-Based Approach for Determining the Number of Topics in EDCM Mixture Models. Canadian Conference on AI (2018)
Nuha Zamzami, Nizar Bouguila
Text Modeling Using Multinomial Scaled Dirichlet Distributions. IEA/AIE (2018)
Nuha Zamzami, Andrea Schiffauerova
The impact of individual collaborative activities on knowledge creation and transmission. Scientometrics 111 (3) (2017)
Nuha Zamzami, Andrea Schiffauerova
Evaluating the science-technology interaction in nanotechnology: a simulation-based study. WSC (2015)