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Nuha Zamzami
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Journal Articles
- 2024
- [j15]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: 103761 (2024) - 2023
- [j14]Sara Sweidan, Nuha Zamzami, Sahar F. Sabbeh:
Fuzzy ontology-based approach for liver fibrosis diagnosis. J. King Saud Univ. Comput. Inf. Sci. 35(8): 101720 (2023) - [j13]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): 91-106 (2023) - 2022
- [j12]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) - [j11]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): 89-102 (2022) - 2021
- [j10]Ornela Bregu, Nuha Zamzami, Nizar Bouguila:
Mixture-based clustering for count data using approximated Fisher Scoring and Minorization-Maximization approaches. Comput. Intell. 37(1): 596-620 (2021) - [j9]Ornela Bregu, Nuha Zamzami, Nizar Bouguila:
Online mixture-based clustering for high dimensional count data using Neerchal-Morel distribution. Knowl. Based Syst. 225: 107051 (2021) - 2020
- [j8]Pantea Koochemeshkian, Nuha Zamzami, Nizar Bouguila:
Flexible Distribution-Based Regression Models for Count Data: Application to Medical Diagnosis. Cybern. Syst. 51(4): 442-466 (2020) - [j7]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): 459-485 (2020) - [j6]Nuha Zamzami, Nizar Bouguila:
High-dimensional count data clustering based on an exponential approximation to the multinomial Beta-Liouville distribution. Inf. Sci. 524: 116-135 (2020) - [j5]Nuha Zamzami, Nizar Bouguila:
Probabilistic Modeling for Frequency Vectors Using a Flexible Shifted-Scaled Dirichlet Distribution Prior. ACM Trans. Knowl. Discov. Data 14(6): 69:1-69:35 (2020) - 2019
- [j4]Nuha Zamzami, Nizar Bouguila:
Model selection and application to high-dimensional count data clustering - via finite EDCM mixture models. Appl. Intell. 49(4): 1467-1488 (2019) - [j3]Nuha Zamzami, Nizar Bouguila:
Hybrid generative discriminative approaches based on Multinomial Scaled Dirichlet mixture models. Appl. Intell. 49(11): 3783-3800 (2019) - [j2]Nuha Zamzami, Nizar Bouguila:
A Novel Scaled dirichlet-based statistical framework for count data modeling: Unsupervised learning and exponential approximation. Pattern Recognit. 95: 36-47 (2019) - 2017
- [j1]Nuha Zamzami, Andrea Schiffauerova:
The impact of individual collaborative activities on knowledge creation and transmission. Scientometrics 111(3): 1385-1413 (2017)
Conference and Workshop Papers
- 2023
- [c22]Ornela Bregu, Nuha Zamzami, Nizar Bouguila:
Human Age Prediction Based on Brain MRI Using Density-Based Regression. ICIT 2023: 1-6 - 2021
- [c21]Xavier Sumba, Nuha Zamzami, Nizar Bouguila:
Clustering Count Data with Stochastic Expectation Propagation. ACIIDS 2021: 119-129 - [c20]Ornela Bregu, Nuha Zamzami, Nizar Bouguila:
Mixture-Based Unsupervised Learning for Positively Correlated Count Data. ACIIDS 2021: 144-154 - [c19]Xuanbo Su, Nizar Bouguila, Nuha Zamzami:
Covid-19 News Clustering using MCMC-Based Learing of finite EMSD Mixture Models. FLAIRS 2021 - 2020
- [c18]Xavier Sumba, Nuha Zamzami, Nizar Bouguila:
Improving the EDCM Mixture Model with Expectation Propagation. FLAIRS 2020: 209-212 - [c17]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: 104-111 - [c16]Fatma Najar, Nuha Zamzami, Nizar Bouguila:
Recognition of human interactions in feature films based on infinite mixture of EDCM. ISNCC 2020: 1-6 - [c15]Yogesh Pawar, Nuha Zamzami, Nizar Bouguila:
An Effective Hybrid Anomaly Detection System Based on Mixture Models. ISNCC 2020: 1-6 - [c14]Fahdah Alalyan, Nuha Zamzami, Nizar Bouguila:
A Hybrid Approach Based on SVM and Bernoulli Mixture Model for Binary Vectors Classification. SMC 2020: 1155-1160 - [c13]Pantea Koochemeshkian, Nuha Zamzami, Nizar Bouguila:
Distribution-based Regression Models for Semi-Bounded Data Analysis. SMC 2020: 4073-4080 - 2019
- [c12]Fahdah Alalyan, Nuha Zamzami, Manar Amayri, Nizar Bouguila:
An Improved K-medoids Algorithm Based on Binary Sequences Similarity Measures. CoDIT 2019: 1723-1728 - [c11]Nuha Zamzami, Nizar Bouguila:
An Accurate Evaluation of MSD Log-likelihood and its Application in Human Action Recognition. GlobalSIP 2019: 1-5 - [c10]Fatma Najar, Nuha Zamzami, Nizar Bouguila:
Fake News Detection Using Bayesian Inference. IRI 2019: 389-394 - [c9]Fahdah Alalyan, Nuha Zamzami, Nizar Bouguila:
Model-Based Hierarchical Clustering for Categorical Data. ISIE 2019: 1424-1429 - [c8]Nuha Zamzami, Manar Amayri, Nizar Bouguila, Stéphane Ploix:
Online Clustering for Estimating Occupancy in an Office Setting. ISIE 2019: 2195-2200 - [c7]Masoud Daghyani, Nuha Zamzami, Nizar Bouguila:
Efficient Computation of Log-likelihood Function in Clustering Overdispersed Count Data Using Multinomial Beta-Liouville Distribution. SSCI 2019: 986-993 - 2018
- [c6]Nuha Zamzami, Nizar Bouguila:
MML-Based Approach for Determining the Number of Topics in EDCM Mixture Models. Canadian AI 2018: 211-217 - [c5]Rua Alsuroji, Nizar Bouguila, Nuha Zamzami:
Predicting Defect-Prone Software Modules Using Shifted-Scaled Dirichlet Distribution. AI4I 2018: 15-18 - [c4]Nuha Zamzami, Nizar Bouguila:
Consumption Behavior Prediction Using Hierarchical Bayesian Frameworks. AI4I 2018: 31-34 - [c3]Rua Alsuroji, Nuha Zamzami, Nizar Bouguila:
Model Selection and Estimation of a Finite Shifted-Scaled Dirichlet Mixture Model. ICMLA 2018: 707-713 - [c2]Nuha Zamzami, Nizar Bouguila:
Text Modeling Using Multinomial Scaled Dirichlet Distributions. IEA/AIE 2018: 69-80 - 2015
- [c1]Nuha Zamzami, Andrea Schiffauerova:
Evaluating the science-technology interaction in nanotechnology: a simulation-based study. WSC 2015: 242-253
Coauthor Index
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