Nizar Bouguila

Overview

Best Publications

• On Short-Term Load Forecasting Using Machine Learning Techniques and a Novel Parallel Deep LSTM-CNN Approach

  Behnam Farsi;Manar Amayri;Nizar Bouguila;Ursula Eicker

  255
  Citations

• Unsupervised learning of a finite mixture model based on the Dirichlet distribution and its application

  N. Bouguila;D. Ziou;J. Vaillancourt

  236
  Citations

• High-Dimensional Unsupervised Selection and Estimation of a Finite Generalized Dirichlet Mixture Model Based on Minimum Message Length

  N. Bouguila;D. Ziou

  190
  Citations

• A Fast Clustering Algorithm based on pruning unnecessary distance computations in DBSCAN for High-Dimensional Data

  Yewang Chen;Yewang Chen;Shengyu Tang;Nizar Bouguila;Cheng Wang

  180
  Citations

• A Hybrid Feature Extraction Selection Approach for High-Dimensional Non-Gaussian Data Clustering

  S. Boutemedjet;N. Bouguila;D. Ziou

  164
  Citations

• Unsupervised selection of a finite Dirichlet mixture model: an MML-based approach

  N. Bouguila;D. Ziou

  155
  Citations

• BLOCK-DBSCAN: Fast clustering for large scale data

  Yewang Chen;Lida Zhou;Nizar Bouguila;Cheng Wang

  152
  Citations

• Variational Learning for Finite Dirichlet Mixture Models and Applications

  Wentao Fan;N. Bouguila;D. Ziou

  140
  Citations

• Practical Bayesian estimation of a finite beta mixture through gibbs sampling and its applications

  Nizar Bouguila;Djemel Ziou;Ernest Monga

  140
  Citations

• Finite general Gaussian mixture modeling and application to image and video foreground segmentation

  Mohand Saïd Allili;Nizar Bouguila;Djemel Ziou

  139
  Citations

• A study of spam filtering using support vector machines

  Ola Amayri;Nizar Bouguila

  137
  Citations

• Network Anomaly Intrusion Detection Using a Nonparametric Bayesian Approach and Feature Selection

  Wajdi Alhakami;Abdullah ALharbi;Sami Bourouis;Roobaea Alroobaea

  135
  Citations

• Clustering of Count Data Using Generalized Dirichlet Multinomial Distributions

  N. Bouguila

  127
  Citations

• A hybrid SEM algorithm for high-dimensional unsupervised learning using a finite generalized Dirichlet mixture

  N. Bouguila;D. Ziou

  119
  Citations

• Count Data Modeling and Classification Using Finite Mixtures of Distributions

  Nizar Bouguila

  112
  Citations

• Positive vectors clustering using inverted Dirichlet finite mixture models

  Taoufik Bdiri;Nizar Bouguila

  105
  Citations

• Hybrid Generative/Discriminative Approaches for Proportional Data Modeling and Classification

  N. Bouguila

  102
  Citations

• A Dirichlet Process Mixture of Generalized Dirichlet Distributions for Proportional Data Modeling

  N. Bouguila;D. Ziou

  102
  Citations

• Bayesian learning of finite generalized Gaussian mixture models on images

  Tarek Elguebaly;Nizar Bouguila

  97
  Citations

• A Robust Video Foreground Segmentation by Using Generalized Gaussian Mixture Modeling

  M.S. Allili;N. Bouguila;D. Ziou

  93
  Citations

• Fast neighbor search by using revised k-d tree

  Yewang Chen;Lida Zhou;Yi Tang;Jai Puneet Singh

  88
  Citations