Search Results - "Zahi, Azeddine"

Feature selection methods and genomic big data: a systematic review by Tadist, Khawla, Najah, Said, Nikolov, Nikola S., Mrabti, Fatiha, Zahi, Azeddine

“…In the era of accelerating growth of genomic data, feature-selection techniques are believed to become a game changer that can help substantially reduce the…”
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A novel approach for learning ontology from relational database: from the construction to the evaluation by Ben Mahria, Bilal, Chaker, Ilham, Zahi, Azeddine

“…The aim of converting relational database into Ontology is to provide applications that are based on the semantic representation of the data. Whereas,…”
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An empirical study on the evaluation of the RDF storage systems by Ben Mahria, Bilal, Chaker, Ilham, Zahi, Azeddine

“…In this paper, we introduce three new implementations of non-native methods for storing RDF data. These methods named RDFSPO, RDFPC and RDFVP, are based…”
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SDPSO: Spark Distributed PSO-based approach for feature selection and cancer disease prognosis by Tadist, Khawla, Mrabti, Fatiha, Nikolov, Nikola S., Zahi, Azeddine, Najah, Said

“…The Dimensionality Curse is one of the most critical issues that are hindering faster evolution in several fields broadly, and in bioinformatics distinctively…”
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Robust deep image clustering using convolutional autoencoder with separable discrete Krawtchouk and Hahn orthogonal moments by Bouali, Aymane, Ouariachi, Ilham El, Zahi, Azeddine, Zenkouar, Khalid

“…By cooperatively learning features and assigning clusters, deep clustering is superior to conventional clustering algorithms. Numerous deep clustering…”
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Personality Prediction from Arabic Text: A Machine Learning Approach for Job Candidate Screening by Chraibi, Khaoula, Chaker, Ilham, Zahi, Azeddine

“…Personality prediction from text plays a vital role in understanding individuals and aiding decision-making processes. In this study, we present a…”
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Comparative Study of Cultural Heritage Ontologies by Daoudi, Houria, Chaker, Ilham, Zahi, Azeddine

“…Currently, the amount of heterogeneous data on cultural heritage is constantly increasing. The use of ontologies provides an effective formalism to overcome…”
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Uncertainty management in software effort estimation using a consistent fuzzy analogy-based method by Ezghari, Soufiane, Zahi, Azeddine

“…•New C-FASEE method is proposed to better managing for uncertainty in software effort estimation environment.•The quality of software drivers is enhanced using…”
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A new nearest neighbor classification method based on fuzzy set theory and aggregation operators by Ezghari, Soufiane, Zahi, Azeddine, Zenkouar, Khalid

“…•New Fuzzy Nearest Neighbor Classification Method, called Fuzzy Analogy Based Classification (FABC).•Describing the domain features by fuzzy sets.•Management…”
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Fractional-order orthogonal Chebyshev Moments and Moment Invariants for image representation and pattern recognition by Benouini, Rachid, Batioua, Imad, Zenkouar, Khalid, Zahi, Azeddine, Najah, Said, Qjidaa, Hassan

“…•Introducing a new set of fractional-order moments for image representation.•Constructing a set of fractional-order moment invariants for pattern…”
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Fast and accurate computation of Racah moment invariants for image classification by Benouini, Rachid, Batioua, Imad, Zenkouar, Khalid, Zahi, Azeddine, Fadili, Hakim El, Qjidaa, Hassan

“…•This paper introduces new set of moment invariants for image classification.•This paper provides a fast and accurate method for computing moment…”
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3D image analysis by separable discrete orthogonal moments based on Krawtchouk and Tchebichef polynomials by Batioua, Imad, Benouini, Rachid, Zenkouar, Khalid, Zahi, Azeddine, Hakim, El Fadili

“…•This paper introduces new sets of separable discrete moments for 3D image analysis.•This paper provides the process for deriving 3D moment invariants (scale,…”
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Multi-point relay selection strategies to reduce topology control traffic for OLSR protocol in MANETs by Boushaba, Abdelali, Benabbou, Adil, Benabbou, Rachid, Zahi, Azeddine, Oumsis, Mohammed

“…Reducing Topology Control (TC) traffic is one of the most important issues that need to be considered for routing protocols. Optimized Link State Routing…”
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Fast feature selection algorithm for neighborhood rough set model based on Bucket and Trie structures by Benouini, Rachid, Batioua, Imad, Ezghari, Soufiane, Zenkouar, Khalid, Zahi, Azeddine

“…Feature selection is viewed as the problem of finding the minimal number of features from an original set with the minimum information loss. Due to its high…”
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An intelligent multipath optimized link state routing protocol for QoS and QoE enhancement of video transmission in MANETs by Boushaba, Abdelali, Benabbou, Adil, Benabbou, Rachid, Zahi, Azeddine, Oumsis, Mohammed

“…The instability and limited resources in mobile ad hoc networks (MANETs) make the video transmission over such networks a challenging task. Transmission of…”
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Automatic Personality Prediction: A Systematic Mapping Study by Chraibi, Khaoula, Chaker, Ilham, Zahi, Azeddine

“…Context: Automatic Personality Prediction has experienced significant growth and has appealed to researchers thanks to its useful applications. However, as far…”
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Software cost estimation by classical and Fuzzy Analogy for Web Hypermedia Applications: A replicated study by Idri, Ali, Zahi, Azeddine

“…The aim of this paper is to evaluate and to compare the Classical Analogy and Fuzzy Analogy for software cost estimation on a Web software dataset. Hence, the…”
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Optimization on OLSR protocol for reducing topology control packets by Boushaba, A., Benabbou, A., Benabbou, R., Zahi, A., Oumsis, M.

“…Optimized Link State Routing (OLSR) protocol is one of the most popular routing protocols for Mobile Ad hoc Networks. In OLSR, each node disseminates Topology…”
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Hybrid metaheuristic to solve location problem for electric vehicles charging stations by Chraibi, Khaoula, Chraibi, Abdelahad, Chaker, Ilham, Zahi, Azeddine, Bekrar, Abdelghani

“…Electric vehicles (EV) have recently appeared on the transport market as a solution for reducing greenhouse gas emissions. They are promising means of clean…”
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Semantic similarity based evaluation for C programs through the use of symbolic execution by Arifi, Sara Mernissi, Zahi, Azeddine, Benabbou, Rachid

“…Automatic grading of programs has existed in various fields for many years ago. Within this paper, we propose a method for evaluating C programs. Two…”
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