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  1. No Access

    Article

    Deep Learning Based-Virtual Screening Using 2D Pharmacophore Fingerprint in Drug Discovery

    Predicting biological activity and molecular properties is one of the most important goals in the pharmaceutical and bioinformatics field in order to discover potential new drugs. Although machine learning met...

    Seloua Hadiby, Yamina Mohamed Ben Ali in Neural Processing Letters (2022)

  2. No Access

    Article

    Flexible edge detection and its enhancement by smell bees optimization algorithm

    Edge detection still nowadays a complex challenge since the intrinsic proprieties of an image vary from one case to another. Thus, capturing the semantic content of an image relies only on the human interpreta...

    Yamina Mohamed Ben Ali in Neural Computing and Applications (2021)

  3. No Access

    Chapter

    A Steganographic Embedding Scheme Using Improved-PSO Approach

    this paper, we are interested by tackling the  task as an optimization problem carried out by a bio- approach. Indeed, a novel embedding scheme using the substitution principle of LSB and related to an impr...

    Yamina Mohamed Ben Ali in Heuristics for Optimization and Learning (2021)

  4. No Access

    Article

    Stochastic simulation of quorum sensing in Vibrio fischeri based on P System

    Inspiration from nature and especially from biology is up today a multidisciplinary challenge where biologists aim to exploit ‘competences’ of a computer to understand phenomena of life through simulations and...

    Yamina Mohamed Ben Ali, Khaira Tazir in Evolving Systems (2019)

  5. No Access

    Article

    Automatic Hand Detection in Color Images based on skin region verification

    Among the modern means of communications that appeared recently, there is the natural computer interaction using hands. Several methods have been proposed for their detection in the literature, and the common ...

    Sofiane Medjram, Mohamed Chaouki Babahenini… in Multimedia Tools and Applications (2018)

  6. No Access

    Article

    Real-time wrist localization in color images based on corner analysis

    Hand detection and gestures recognition have become very popular in recent human-computer interaction systems. Although several methods of hand detection have been proposed in the literature, they exist few me...

    Sofiane Medjram, Mohamed Chaouki Babahenini… in Multimedia Tools and Applications (2017)

  7. No Access

    Article

    Unsupervised Clustering Based an Adaptive Particle Swarm Optimization Algorithm

    Clustering analysis is the major application area of data mining where particle swarm optimization (PSO) is being widely implemented due to its simplicity and efficiency. In this paper, we present a new varian...

    Yamina Mohamed Ben Ali in Neural Processing Letters (2016)

  8. No Access

    Article

    Psychological model of particle swarm optimization based multiple emotions

    This paper proposes a novel approach to swarm particle optimization based on emotional behavior to solve real optimization problems. In the trend of PSO manipulating self-adaptive control to regulate potential...

    Yamina Mohamed Ben Ali in Applied Intelligence (2012)

  9. No Access

    Chapter and Conference Paper

    VICAL: Visual Cognitive Architecture to Understanding Image Semantic Content

    In this paper, we are interested by the different sides of visual machine learning. For this purpose, we present an expected cognitive architecture to highlight all the visual learning functionalities. Despite...

    Yamina Mohamed Ben Ali in Intelligent Distributed Computing IV (2010)

  10. No Access

    Chapter and Conference Paper

    VICAL: Visual Cognitive Architecture for Concepts Learning to Understanding Semantic Image Content

    In this paper, we are interested by the different sides of the visual learning and the visual machine learning, as well as the development of the ”visual cognitive” evolution cycle. For this purpose, we presen...

    Yamina Mohamed Ben Ali in Image Processing and Communications Challenges 2 (2010)

  11. No Access

    Article

    Edge-based Segmentation Using Robust Evolutionary Algorithm Applied to Medical Images

    Although medical image segmentation is a hard task in image processing, it is possible to reduce its complexity by considering it as an optimization problem. This paper presents a robust evolutionary algorithm...

    Yamina Mohamed Ben Ali in Journal of Signal Processing Systems (2009)

  12. No Access

    Article

    Advances in evolutionary feature selection neural networks with co-evolution learning

    Training neural networks is a complex task provided that many algorithms are combined to find best solutions to the classification problem. In this work, we point out the evolutionary computing to minimize a n...

    Yamina Mohamed Ben Ali in Neural Computing and Applications (2008)

  13. No Access

    Chapter and Conference Paper

    Evolutionary Bi-objective Learning with Lowest Complexity in Neural Networks: Empirical Comparisons

    This paper introduces a new study in evolutionary computation technique in order to learn optimal configuration of a multilayer neural network. Inspired from thermodynamic perception, the used evolutionary fra...

    Yamina Mohamed Ben Ali in Adaptive and Natural Computing Algorithms (2007)

  14. No Access

    Chapter and Conference Paper

    Robust Semantic for an Evolved Genetic Algorithm-Based Machine Learning

    The aim of this paper is to introduce a robust semantic to genetic learning behavior. The conceptualization of new genetic machine learning relies on the specification model of Entity-Relation. According to th...

    Yamina Mohamed Ben Ali, M. Tayeb Laskri in Advances in Artificial Intelligence (2004)