Nuha Zamzami

发表

Distribution-based Regression Models for Semi-Bounded Data Analysis

Pantea Koochemeshkian, Nuha Zamzami, Nizar Bouguila, 2020, 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

High-dimensional count data clustering based on an exponential approximation to the multinomial Beta-Liouville distribution

Nizar Bouguila, Nuha Zamzami, 2020, Inf. Sci..

An Improved K-medoids Algorithm Based on Binary Sequences Similarity Measures

Nizar Bouguila, Nuha Zamzami, Manar Amayri, 2019, 2019 6th International Conference on Control, Decision and Information Technologies (CoDIT).

The impact of individual collaborative activities on knowledge creation and transmission

Nuha Zamzami, Andrea Schiffauerova, Andrea Schiffauerova, 2017, Scientometrics.

MML-Based Approach for Determining the Number of Topics in EDCM Mixture Models

Nizar Bouguila, Nuha Zamzami, N. Bouguila, 2018, Canadian Conference on AI.

Model-Based Hierarchical Clustering for Categorical Data

Nizar Bouguila, Nuha Zamzami, Fahdah Alalyan, 2019, 2019 IEEE 28th International Symposium on Industrial Electronics (ISIE).

Toward an Efficient Computation of Log-Likelihood Functions in Statistical Inference: Overdispersed Count Data Clustering

Nuha Zamzami, Nizar Bouguila, Masoud Daghyani, 2019, Unsupervised and Semi-Supervised Learning.

Probabilistic Modeling for Frequency Vectors Using a Flexible Shifted-Scaled Dirichlet Distribution Prior

Nizar Bouguila, Nuha Zamzami, N. Bouguila, 2020, ACM Trans. Knowl. Discov. Data.

Flexible Distribution-Based Regression Models for Count Data: Application to Medical Diagnosis

Nizar Bouguila, Pantea Koochemeshkian, Nuha Zamzami, 2020, Cybern. Syst..

Evaluating the science-technology interaction in nanotechnology: A simulation-based study

Nuha Zamzami, Andrea Schiffauerova, Andrea Schiffauerova, 2015, 2015 Winter Simulation Conference (WSC).

Model Selection and Estimation of a Finite Shifted-Scaled Dirichlet Mixture Model

Nizar Bouguila, Nuha Zamzami, Rua Alsuroji, 2018, 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA).

Text Modeling Using Multinomial Scaled Dirichlet Distributions

Nizar Bouguila, Nuha Zamzami, 2018, IEA/AIE.

A Distribution-based Regression for Real-time COVID-19 Cases Detection from Chest X-ray and CT Images

Pantea Koochemeshkian, Nuha Zamzami, Nizar Bouguila, 2020, 2020 IEEE 21st International Conference on Information Reuse and Integration for Data Science (IRI).

Proportional data modeling via selection and estimation of a finite mixture of scaled Dirichlet distributions

Nizar Bouguila, Nuha Zamzami, Rua Alsuroji, 2020, Comput. Intell..

Online Clustering for Estimating Occupancy in an Office Setting

Nizar Bouguila, Nuha Zamzami, Manar Amayri, 2019, 2019 IEEE 28th International Symposium on Industrial Electronics (ISIE).

Fake News Detection Using Bayesian Inference

Fatma Najar, Nuha Zamzami, Nizar Bouguila, 2019, 2019 IEEE 20th International Conference on Information Reuse and Integration for Data Science (IRI).

A Novel Scaled dirichlet-based statistical framework for count data modeling: Unsupervised learning and exponential approximation

Nizar Bouguila, Nuha Zamzami, N. Bouguila, 2019, Pattern Recognit..

An Accurate Evaluation of MSD Log-likelihood and its Application in Human Action Recognition

Nuha Zamzami, Nizar Bouguila, 2019, 2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

Simulation of Canadian nanotechnology innovation network

Nuha Zamzami, Andrea Schiffauerova, Andrea Schiffauerova, 2013, WSC '13.

Deriving Probabilistic SVM Kernels from Exponential Family Approximations to Multivariate Distributions for Count Data

Nuha Zamzami, Nizar Bouguila, 2020 .

Efficient Computation of Log-likelihood Function in Clustering Overdispersed Count Data Using Multinomial Beta-Liouville Distribution

Nuha Zamzami, Nizar Bouguila, Masoud Daghyani, 2019, 2019 IEEE Symposium Series on Computational Intelligence (SSCI).

Recognition of human interactions in feature films based on infinite mixture of EDCM

Nuha Zamzami, Nizar Bouguila, Fatma Najar, 2020, 2020 International Symposium on Networks, Computers and Communications (ISNCC).

Improving the EDCM Mixture Model with Expectation Propagation

Nizar Bouguila, Nuha Zamzami, Xavier Sumba, 2020, FLAIRS Conference.

Consumption Behavior Prediction Using Hierarchical Bayesian Frameworks

Nizar Bouguila, Nuha Zamzami, 2018, 2018 First International Conference on Artificial Intelligence for Industries (AI4I).

Hybrid generative discriminative approaches based on Multinomial Scaled Dirichlet mixture models

Nizar Bouguila, Nuha Zamzami, 2019, Applied Intelligence.

A Hybrid Approach Based on SVM and Bernoulli Mixture Model for Binary Vectors Classification

Nuha Zamzami, Nizar Bouguila, Fahdah Alalyan, 2020, 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

An Effective Hybrid Anomaly Detection System Based on Mixture Models

Nuha Zamzami, Nizar Bouguila, Yogesh Pawar, 2020, 2020 International Symposium on Networks, Computers and Communications (ISNCC).

Predicting Defect-Prone Software Modules Using Shifted-Scaled Dirichlet Distribution

Nizar Bouguila, Nuha Zamzami, Rua Alsuroji, 2018, 2018 First International Conference on Artificial Intelligence for Industries (AI4I).

Model selection and application to high-dimensional count data clustering

Nizar Bouguila, Nuha Zamzami, N. Bouguila, 2018, Applied Intelligence.

Clustering Count Data with Stochastic Expectation Propagation

Nizar Bouguila, Nuha Zamzami, Xavier Sumba, 2021, ACIIDS.

Online mixture-based clustering for high dimensional count data using Neerchal-Morel distribution

Nizar Bouguila, Nuha Zamzami, Ornela Bregu, 2021, Knowl. Based Syst..

Covid-19 News Clustering using MCMC-Based Learing of finite EMSD Mixture Models

Nizar Bouguila, Nuha Zamzami, Xuanbo Su, 2021, FLAIRS Conference.

Mixture-Based Unsupervised Learning for Positively Correlated Count Data

Nizar Bouguila, Nuha Zamzami, Ornela Bregu, 2021, ACIIDS.

Sparse Count Data Clustering Using an Exponential Approximation to Generalized Dirichlet Multinomial Distributions

Nizar Bouguila, Nuha Zamzami, N. Bouguila, 2020, IEEE Transactions on Neural Networks and Learning Systems.