All Stories

  1. Adaptive multi-scale hierarchical method for complex network key nodes identification

    Article • Chaos An Interdisciplinary Journal of Nonlinear Science, October 2026, American Institute of Physics

    HOCINE CHERIFI

  2. A Framework for Classifying Movie Networks Using Graph Neural Networks

    Article • Data, June 2026, MDPI AG

    HOCINE CHERIFI

  3. GATF-PCQA: A Graph Attention Transformer Fusion Network for Point Cloud Quality Assessment

    Article • Journal of Imaging, November 2025, MDPI AG

    HOCINE CHERIFI

  4. Exploring weighted network backbone extraction: A comparative analysis of structural techniques

    Article • PLOS One, May 2025, PLOS

    HOCINE CHERIFI

  5. Multi-supervisor association network cold start recommendation based on meta-learning

    Article • Expert Systems with Applications, April 2025, Elsevier

    HOCINE CHERIFI

  6. Bridging the Climate Gap: Multimodel Framework With Explainable Decision-Making for IOD and ENSO Forecasting

    Article • IEEE Transactions on Artificial Intelligence, March 2025, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  7. Backbone extraction through statistical edge filtering: A comparative study

    Article • PLOS One, January 2025, PLOS

    HOCINE CHERIFI

  8. Analysis of Vaccination Strategies and Epidemic Therapy in Heterogeneous Networks: The Monkey Pox Case

    Article • Complexity, January 2025, Wiley

    HOCINE CHERIFI

  9. Complexity data science: A spin-off from digital twins

    Article • PNAS Nexus, October 2024, Oxford University Press (OUP)

    HOCINE CHERIFI

  10. Moving beyond simulation and learning: Unveiling the potential of complexity data science

    Article • PLOS Complex Systems, October 2024, PLOS

    HOCINE CHERIFI, Frank Emmert-Streib

  11. Introducing PLOS Complex Systems

    Article • September 2024, PLOS

    HOCINE CHERIFI

  12. Point Cloud Quality Assessment Using a One-Dimensional Model Based on the Convolutional Neural Network

    Article • Journal of Imaging, May 2024, MDPI AG

    HOCINE CHERIFI

  13. Comparison of Graph Distance Measures for Movie Similarity Using a Multilayer Network Model

    Article • Entropy, February 2024, MDPI AG

    HOCINE CHERIFI

  14. DbKB a knowledge graph dataset for diabetes: A system biology approach

    Article • Data in Brief, February 2024, Elsevier

    HOCINE CHERIFI

  15. Interplay between vaccines and treatment for dengue control: An epidemic model

    Article • PLOS One, January 2024, PLOS

    HOCINE CHERIFI

  16. Exploring the Regional Structure of the Worldwide Air Traffic and Route Networks

    Article • Complexity, September 2023, Hindawi Publishing Corporation

    HOCINE CHERIFI

  17. A community-aware centrality framework based on overlapping modularity

    Article • Social Network Analysis and Mining, February 2023, Springer Science + Business Media

    HOCINE CHERIFI

  18. Targeted Attack of the Air Transportation Network Global Component

    Article • January 2023, Springer Science + Business Media

    HOCINE CHERIFI

  19. Targeted Attacks Based on Networks Component Structure

    Article • January 2023, Springer Science + Business Media

    HOCINE CHERIFI

  20. Wrapper-Based Feature Selection for Medical Diagnosis: The BTLBO-KNN Algorithm

    Article • IEEE Access, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  21. Robustness Analysis of the Regional and Interregional Components of the Weighted World Air Transportation Network

    Article • Complexity, November 2022, Hindawi Publishing Corporation

    HOCINE CHERIFI

  22. Ranking influential nodes in complex networks with community structure

    Article • PLOS One, August 2022, PLOS

    Stephany Rajeh, HOCINE CHERIFI

  23. MIGAN: Mutual-Interaction Graph Attention Network for Collaborative Filtering

    Article • Entropy, August 2022, MDPI AG

    HOCINE CHERIFI

  24. Comparative evaluation of community-aware centrality measures

    Article • Quality & Quantity, May 2022, Springer Science + Business Media

    HOCINE CHERIFI

  25. Effects of Vertical Transmission and Human Contact on Zika Dynamics

    Article • Complexity, March 2022, Hindawi Publishing Corporation

    HOCINE CHERIFI

  26. Modularity-Based Backbone Extraction in Weighted Complex Networks

    Article • January 2022, Springer Science + Business Media

    HOCINE CHERIFI

  27. Analyzing Community-Aware Centrality Measures Using the Linear Threshold Model

    Article • January 2022, Springer Science + Business Media

    HOCINE CHERIFI

  28. Complex Networks & Their Applications X

    Article • January 2022, Springer Science + Business Media

    HOCINE CHERIFI

  29. Complex Networks & Their Applications X

    Article • January 2022, Springer Science + Business Media

    HOCINE CHERIFI

  30. Targeted Attacks on the World Air Transportation Network: Impact on Its Regional Structure

    Article • January 2022, Springer Science + Business Media

    HOCINE CHERIFI

  31. Temporal Networks Based on Human Mobility Models: A Comparative Analysis With Real-World Networks

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  32. Revealing the component structure of the world air transportation network

    Article • Applied Network Science, November 2021, Springer Science + Business Media

    HOCINE CHERIFI

  33. Identifying influential nodes

    Article • November 2021, ACM (Association for Computing Machinery)

    HOCINE CHERIFI, Eric LECLERCQ, Stephany Rajeh

  34. A Hybrid Robust Image Watermarking Method Based on DWT-DCT and SIFT for Copyright Protection

    Article • Journal of Imaging, October 2021, MDPI AG

    HOCINE CHERIFI

  35. Extracting modular-based backbones in weighted networks

    Article • Information Sciences, October 2021, Elsevier

    HOCINE CHERIFI

  36. Context-Awareness in Ensemble Recommender System Framework

    Article • June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  37. Characterizing the interactions between classical and community-aware centrality measures in complex networks

    Article • Scientific Reports, May 2021, Springer Science + Business Media

    HOCINE CHERIFI

  38. Comparing Community-Aware Centrality Measures in Online Social Networks

    Article • January 2021, Springer Science + Business Media

    HOCINE CHERIFI

  39. Complex Network and Source Inspired COVID-19 Fake News Classification on Twitter

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  40. How Correlated Are Community-Aware and Classical Centrality Measures in Complex Networks?

    Article • January 2021, Springer Science + Business Media

    HOCINE CHERIFI

  41. Learning Graph Convolutional Network for Blind Mesh Visual Quality Assessment

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  42. Investigating Centrality Measures in Social Networks with Community Structure

    Article • December 2020, Springer Science + Business Media

    HOCINE CHERIFI

  43. Movie Script Similarity Using Multilayer Network Portrait Divergence

    Article • December 2020, Springer Science + Business Media

    HOCINE CHERIFI

  44. Impact of Seasonal Conditions on Vector-Borne Epidemiological Dynamics

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    MD ARQUAM, HOCINE CHERIFI

  45. Centrality-Based Opinion Modeling on Temporal Networks

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  46. EnsVAE: Ensemble Variational Autoencoders for Recommendations

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  47. Exploring Hubs and Overlapping Nodes Interactions in Modular Complex Networks

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  48. Interplay Between Hierarchy and Centrality in Complex Networks

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  49. Integrating Environmental Temperature Conditions into the SIR Model for Vector-Borne Diseases

    Article • November 2019, Springer Science + Business Media

    MD ARQUAM, HOCINE CHERIFI

  50. Immunization of networks with non-overlapping community structure

    Article • Social Network Analysis and Mining, August 2019, Springer Science + Business Media

    HOCINE CHERIFI

  51. Centrality in Complex Networks with Overlapping Community Structure

    Article • Scientific Reports, July 2019, Springer Science + Business Media

    HOCINE CHERIFI

  52. Centrality in modular networks

    Article • EPJ Data Science, May 2019, Springer Science + Business Media

    HOCINE CHERIFI

  53. Blind Robust 3D Mesh Watermarking Based on Mesh Saliency and Wavelet Transform for Copyright Protection

    Article • Information, February 2019, MDPI AG

    HOCINE CHERIFI

  54. Hybrid blind robust image watermarking technique based on DFT-DCT and Arnold transform

    Article • Multimedia Tools and Applications, April 2018, Springer Science + Business Media

    HOCINE CHERIFI

  55. Blind 3D mesh visual quality assessment using support vector regression

    Article • Multimedia Tools and Applications, February 2018, Springer Science + Business Media

    HOCINE CHERIFI

  56. Community detection algorithm evaluation with ground-truth data

    Article • Physica A Statistical Mechanics and its Applications, February 2018, Elsevier

    HOCINE CHERIFI

  57. An Efficient Immunization Strategy Using Overlapping Nodes and Its Neighborhoods

    Article • January 2018, ACM (Association for Computing Machinery)

    HOCINE CHERIFI

  58. Complex Networks & Their Applications VI

    Article • January 2018, Springer Science + Business Media

    HOCINE CHERIFI

  59. Mesh Visual Quality Assessment Metrics: A Comparison Study

    Article • December 2017, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  60. A convolutional neural network framework for blind mesh visual quality assessment

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  61. Segmentation and classification of melanoma and benign skin lesions

    Article • Optik, July 2017, Elsevier

    HOCINE CHERIFI

  62. A robust blind 3-D mesh watermarking based on wavelet transform for copyright protection

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  63. Complex Networks & Their Applications V

    Article • January 2017, Springer Science + Business Media

    HOCINE CHERIFI

  64. Image Segmentation by Deep Community Detection Approach

    Article • January 2017, Springer Science + Business Media

    HOCINE CHERIFI

  65. Optimal Local Routing Strategies for Community Structured Time Varying Communication Networks

    Article • January 2017, Springer Science + Business Media

    HOCINE CHERIFI

  66. An Image Segmentation Algorithm based on Community Detection

    Article • November 2016, Springer Science + Business Media

    HOCINE CHERIFI

  67. Editorial

    Article • Applied Network Science, June 2016, Springer Science + Business Media

    HOCINE CHERIFI

  68. Centrality measures for networks with community structure

    Article • Physica A Statistical Mechanics and its Applications, June 2016, Elsevier

    HOCINE CHERIFI

  69. A Curvature Based Method for Blind Mesh Visual Quality Assessment Using a General Regression Neural Network

    Article • January 2016, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  70. Complex Networks VII

    Article • January 2016, Springer Science + Business Media

    HOCINE CHERIFI

  71. Immunization Strategies Based on the Overlapping Nodes in Networks with Community Structure

    Article • January 2016, Springer Science + Business Media

    HOCINE CHERIFI

  72. No-Reference 3D Mesh Quality Assessment Based on Dihedral Angles Model and Support Vector Regression

    Article • January 2016, Springer Science + Business Media

    HOCINE CHERIFI

  73. A new image segmentation approach using community detection algorithms

    Article • December 2015, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  74. A blind robust image watermarking approach exploiting the DFT magnitude

    Article • November 2015, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  75. Overlapping Community Detection Versus Ground-Truth in AMAZON Co-Purchasing Network

    Article • November 2015, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  76. Reduced Reference 3D Mesh Quality Assessment Based on Statistical Models

    Article • November 2015, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  77. User and group networks on YouTube: A comparative analysis

    Article • November 2015, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  78. Community-based immunization strategies for epidemic control

    Article • January 2015, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  79. Overlapping Community Structure in Co-authorship Networks: A Case Study

    Article • December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  80. A statistical reduced-reference method for color image quality assessment

    Article • Multimedia Tools and Applications, November 2014, Springer Science + Business Media

    HOCINE CHERIFI

  81. On Color Image Quality Assessment Using Natural Image Statistics

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  82. Tetrolet-based reduced reference image quality assessment approach

    Article • April 2014, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  83. Color Image Quality Assessment Measure Using Multivariate Generalized Gaussian Distribution

    Article • December 2013, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  84. An Empirical Study of the Relation between Community Structure and Transitivity

    Article • January 2013, Springer Science + Business Media

    HOCINE CHERIFI

  85. Towards realistic artificial benchmark for community detection algorithms evaluation

    Article • International Journal of Web Based Communities, January 2013, Inderscience Publishers

    HOCINE CHERIFI

  86. A New Image Distortion Measure Based on Natural Scene Statistics Modeling

    Article • January 2013, IGI Global

    HOCINE CHERIFI

  87. Reduced reference image quality assessment based on statistics in empirical mode decomposition domain

    Article • Signal Image and Video Processing, December 2012, Springer Science + Business Media

    HOCINE CHERIFI

  88. Comparative evaluation of community detection algorithms: a topological approach

    Article • Journal of Statistical Mechanics Theory and Experiment, August 2012, Institute of Physics Publishing

    HOCINE CHERIFI

  89. A New Image Distortion Measure Based on Natural Scene Statistics Modeling

    Article • International Journal of Computer Vision and Image Processing, January 2012, IGI Global

    HOCINE CHERIFI

  90. Image Quality Assessment Measure Based on Natural Image Statistics in the Tetrolet Domain

    Article • January 2012, Springer Science + Business Media

    HOCINE CHERIFI

  91. A Reduced Reference Image Quality Measure Using Bessel K Forms Model for Tetrolet Coefficients

    Article • Journal of Convergence Information Technology, November 2011, AICIT

    HOCINE CHERIFI

  92. On Accuracy of Community Structure Discovery Algorithms

    Article • Journal of Convergence Information Technology, November 2011, AICIT

    HOCINE CHERIFI

  93. 3d mesh denoising using normal based myriad filter

    Article • November 2011, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  94. Digital Information and Communication Technology and Its Applications

    Article • January 2011, Springer Science + Business Media

    HOCINE CHERIFI

  95. Digital Information and Communication Technology and Its Applications

    Article • January 2011, Springer Science + Business Media

    HOCINE CHERIFI

  96. Image Quality Assessment Based on Intrinsic Mode Function Coefficients Modeling

    Article • January 2011, Springer Science + Business Media

    HOCINE CHERIFI

  97. Qualitative Comparison of Community Detection Algorithms

    Article • January 2011, Springer Science + Business Media

    HOCINE CHERIFI

  98. Fusing image representations for classification using support vector machines

    Article • November 2009, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  99. A Comparison of Multiclass SVM Methods for Real World Natural Scenes

    Article • January 2008, Springer Science + Business Media

    HOCINE CHERIFI

  100. Maximum likelihood difference scaling of image quality in compression-degraded images

    Article • Journal of the Optical Society of America A, October 2007, Optical Society of America (OSA)

    HOCINE CHERIFI, Professor Christophe Rosenberger

  101. HOS-based image sequence noise removal

    Article • IEEE Transactions on Image Processing, March 2006, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  102. Predicting subjective video quality from separated spatial and temporal assessment

    Article • February 2006, SPIE

    HOCINE CHERIFI

  103. A Segmentation Algorithm for Noisy Images

    Article • January 2005, Springer Science + Business Media

    HOCINE CHERIFI

  104. Robust video analysis: Which statistics to use?

    Article • January 2005, Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  105. Weighted Adaptive Neighborhood Hypergraph Partitioning for Image Segmentation

    Article • January 2005, Springer Science + Business Media

    HOCINE CHERIFI

  106. Sporadic frame dropping impact on quality perception

    Article • June 2004, SPIE

    HOCINE CHERIFI

  107. Temporal masking effect on dropped frames at video scene cuts

    Article • June 2004, SPIE

    HOCINE CHERIFI

  108. A Combinatorial Color Edge Detector

    Article • January 2004, Springer Science + Business Media

    HOCINE CHERIFI

  109. Alpha-Stable Noise Reduction in Video Sequences

    Article • January 2004, Springer Science + Business Media

    HOCINE CHERIFI

  110. Hypergraph imaging: an overview

    Article • Pattern Recognition, March 2002, Elsevier

    HOCINE CHERIFI

  111. <title>Edge classification of color images based on psychophysical codebook construction</title>

    Article • June 2001, SPIE

    HOCINE CHERIFI, Professor Christophe Rosenberger

  112. Application of Adaptive Hypergraph Model to Impulsive Noise Detection

    Article • January 2001, Springer Science + Business Media

    HOCINE CHERIFI

  113. <title>Fast vector quantization algorithm preserving color image quality</title>

    Article • April 1998, SPIE

    HOCINE CHERIFI, Professor Christophe Rosenberger

  114. <title>Quality metrics for low-bit-rate coding</title>

    Article • June 1997, SPIE

    HOCINE CHERIFI

  115. <title>Perceptual distortion analysis of color image VQ-based coding</title>

    Article • April 1997, SPIE

    HOCINE CHERIFI, Professor Christophe Rosenberger

  116. <title>Combinatoric digital geometry and image processing</title>

    Article • September 1996, SPIE

    HOCINE CHERIFI

  117. A combinatorial edge detection algorithm on noisy images

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  118. A distortion analysis of image VQ-based coding using a finite mixture distribution model

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  119. A noise cancellation algorithm based on hypergraph modeling

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  120. A vector quantization algorithm based on the nearest neighbor of the furthest color

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI, Professor Christophe Rosenberger

  121. An adaptive motion-compensated filter using cumulants

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  122. Content-based retrieval in fractal coded image databases

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  123. Filter estimation maximization algorithm for image segmentation

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  124. Magnetic Instabilities in Self-Organized Epitaxial Cobalt Structures

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  125. Medical images compression using statistical model for transmission and archiving

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  126. Minimization of color image entropy through colorimetric transformation

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI, Professor Christophe Rosenberger

  127. Noise detection and cleaning by hypergraph model

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  128. Noise reduction in color video sequences using multichannel motion-compensated L-filter

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI

  129. Quantifying perceptual image quality by difference scaling

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    HOCINE CHERIFI, Professor Christophe Rosenberger