Listar vol. 4, nº 1, september 2016 por título 

Listar vol. 4, nº 1, september 2016 por título

Mostrando ítems 5-15 de 15

    • Detection of Text Lines of Handwritten Arabic Manuscripts using Markov Decision Processes 

      Boulid, Youssef; Souhar, Abdelghani; Elyoussfi Elkettani, Mohamed (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2016)
      In a character recognition systems, the segmentation phase is critical since the accuracy of the recognition depend strongly on it. In this paper we present an approach based on Markov Decision Processes to extract text ...

    • Evaluating the Emotional State of a User Using a Webcam 

      Magdin, Martin; Turcani, Milan; Hudec, Lukas (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2016)
      In online learning is more difficult for teachers identify to see how individual students behave. Student’s emotions like self-esteem, motivation, commitment, and others that are believed to be determinant in student’s ...

    • Golden Ball Algorithm for solving Flow Shop Scheduling Problem 

      Sayoti, Fatima; Essaid Riffi, Mohammed (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2016)
      The Flow Shop Scheduling Problem (FSSP) is notoriously NP-hard combinatorial optimization problem. The goal is to find a schedule that minimizes the makespan. This paper proposes an adaptation of a new approach called ...

    • IJIMAI Editor's Note - Vol. 4 Issue 1 

      Bahaj, Mohamed (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2016)
      The research works presented in this issue are based on various topics of interest, among which are included: Pattern Recognition, Multimedia Information Retrieval, Knowledge extraction and knowledge mining, Data mining, ...

    • MaxHopCount: A New Drop Policy to Optimize Messages Delivery Rate in Delay Tolerant Networks 

      Harrati, Youssef; Abdali, Abdelmounaim (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2016)
      Communication has become a necessity, not only between every point on the earth, but also on the globe. That includes hard topography, highlands, underwater areas, and also space- crafts on other planets. However, the ...

    • Multilayer Perceptron: Architecture Optimization and Training 

      Ramchoun, Hassan; Ghanou, Youssef; Ettaouil, Mohamed; Janati Idrissi, Mohammed Amine (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2016)
      The multilayer perceptron has a large wide of classification and regression applications in many fields: pattern recognition, voice and classification problems. But the architecture choice has a great impact on the convergence ...

    • Offline Face Recognition System Based on GaborFisher Descriptors and Hidden Markov Models 

      Elgarrai, Zineb; Elmeslouhi, Othmane; Kardouchi, Mustapha; Allali, Hakim; Selouani, Sid-Ahmed (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2016)
      This paper presents a new offline face recognition system. The proposed system is built on one dimensional left-to- right Hidden Markov Models (1D-HMMs). Facial image features are extracted using Gabor wavelets. The ...

    • PI Stabilization for Congestion Control of AQM Routers with Tuning Parameter Optimization 

      Chebli, S; El Akkary, Ahmed (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2016)
      In this paper, we consider the problem of stabilizing network using a new proportional- integral (PI) based congestion controller in active queue management (AQM) router; with appropriate model approximation in the first ...

    • Segmentation-free Word Spotting for Handwritten Arabic Documents 

      Khaissidi, Ghizlane; Elfakir, Youssef; Mrabti, Mostafa; El Yacoubi, Mounîm; Chenouni, Driss (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2016)
      In this paper we present an unsupervised segmentation-free method for spotting and searching query, especially, for images documents in handwritten Arabic, for this, Histograms of Oriented Gradients (HOGs) are used as the ...

    • Solving the Weighted Constraint Satisfaction Problems Via the Neural Network Approach 

      Ettaouil, Mohamed; Haddouch, Khalid; Elmoutaoukil, Karim (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2016)
      A wide variety of real world optimization problems can be modelled as Weighted Constraint Satisfaction Problems (WCSPs). In this paper, we model this problem in terms of in original 0-1 quadratic programming subject to ...

    • Statistical Comparisons of the Top 10 Algorithms in Data Mining for Classification Task 

      Settouti, Nesma; El Amine Bechar, Mohammed; Amine Chikh, Mohammed (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2016)
      This work is builds on the study of the 10 top data mining algorithms identified by the IEEE International Conference on Data Mining (ICDM) community in December 2006. We address the same study, but with the application ...